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| ae49edec44 | |||
| 4b7f51d194 | |||
| 41abb571a2 | |||
| e280665578 | |||
| 27a6e7863e | |||
| ae8e03c6b7 | |||
| 376be3b6d4 | |||
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| 12624555b4 |
@@ -0,0 +1,20 @@
|
||||
{
|
||||
"name": "mem0-plugins",
|
||||
"interface": {
|
||||
"displayName": "Mem0 Plugins"
|
||||
},
|
||||
"plugins": [
|
||||
{
|
||||
"name": "mem0",
|
||||
"source": {
|
||||
"source": "local",
|
||||
"path": "./mem0-plugin"
|
||||
},
|
||||
"policy": {
|
||||
"installation": "AVAILABLE",
|
||||
"authentication": "ON_INSTALL"
|
||||
},
|
||||
"category": "Productivity"
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -7,6 +7,7 @@ on:
|
||||
jobs:
|
||||
build-n-publish:
|
||||
name: Build and publish Python 🐍 distributions 📦 to PyPI and TestPyPI
|
||||
if: startsWith(github.event.release.tag_name, 'v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
@@ -38,7 +39,7 @@ jobs:
|
||||
# packages_dir: dist/
|
||||
|
||||
- name: Publish distribution 📦 to PyPI
|
||||
if: startsWith(github.ref, 'refs/tags')
|
||||
if: startsWith(github.ref, 'refs/tags/v')
|
||||
uses: pypa/gh-action-pypi-publish@release/v1
|
||||
with:
|
||||
packages_dir: dist/
|
||||
|
||||
@@ -0,0 +1,46 @@
|
||||
name: Publish @mem0/cli 📦 to npm
|
||||
|
||||
on:
|
||||
release:
|
||||
types: [published]
|
||||
|
||||
jobs:
|
||||
build-n-publish:
|
||||
name: Build and publish @mem0/cli 📦 to npm
|
||||
if: startsWith(github.event.release.tag_name, 'cli-node-v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
defaults:
|
||||
run:
|
||||
working-directory: cli/node
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 10
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: '22'
|
||||
registry-url: 'https://registry.npmjs.org'
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: cli/node/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Build
|
||||
run: pnpm run build
|
||||
|
||||
- name: Publish to npm
|
||||
run: |
|
||||
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
|
||||
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
|
||||
npx npm@latest publish --provenance --access public --tag "$PREID"
|
||||
else
|
||||
npx npm@latest publish --provenance --access public
|
||||
fi
|
||||
@@ -0,0 +1,100 @@
|
||||
name: CLI Node CI
|
||||
|
||||
on:
|
||||
workflow_dispatch:
|
||||
push:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'cli/node/**'
|
||||
- '.github/workflows/cli-node-ci.yml'
|
||||
pull_request:
|
||||
paths:
|
||||
- 'cli/node/**'
|
||||
- '.github/workflows/cli-node-ci.yml'
|
||||
|
||||
jobs:
|
||||
lint:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 10
|
||||
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 20
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: cli/node/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
working-directory: cli/node
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Lint
|
||||
working-directory: cli/node
|
||||
run: pnpm run lint
|
||||
|
||||
- name: Type check
|
||||
working-directory: cli/node
|
||||
run: pnpm run typecheck
|
||||
|
||||
test:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
matrix:
|
||||
node-version: [20, 22]
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 10
|
||||
|
||||
- name: Setup Node.js ${{ matrix.node-version }}
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: ${{ matrix.node-version }}
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: cli/node/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
working-directory: cli/node
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Run tests
|
||||
working-directory: cli/node
|
||||
run: pnpm run test
|
||||
|
||||
build:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 10
|
||||
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 20
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: cli/node/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
working-directory: cli/node
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Build
|
||||
working-directory: cli/node
|
||||
run: pnpm run build
|
||||
|
||||
- name: Verify dist output
|
||||
run: |
|
||||
test -f cli/node/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
|
||||
@@ -0,0 +1,34 @@
|
||||
name: Publish mem0-cli 🐍 distributions 📦 to PyPI
|
||||
|
||||
on:
|
||||
release:
|
||||
types: [published]
|
||||
|
||||
jobs:
|
||||
build-n-publish:
|
||||
name: Build and publish mem0-cli 📦 to PyPI
|
||||
if: startsWith(github.event.release.tag_name, 'cli-v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
defaults:
|
||||
run:
|
||||
working-directory: cli/python
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: '3.11'
|
||||
|
||||
- name: Install Hatch
|
||||
run: pip install hatch
|
||||
|
||||
- name: Build a binary wheel and a source tarball
|
||||
run: hatch build --clean
|
||||
|
||||
- name: Publish distribution 📦 to PyPI
|
||||
uses: pypa/gh-action-pypi-publish@release/v1
|
||||
with:
|
||||
packages-dir: cli/python/dist/
|
||||
@@ -0,0 +1,79 @@
|
||||
name: CLI Python CI
|
||||
|
||||
on:
|
||||
workflow_dispatch:
|
||||
push:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'cli/python/**'
|
||||
- '.github/workflows/cli-python-ci.yml'
|
||||
pull_request:
|
||||
paths:
|
||||
- 'cli/python/**'
|
||||
- '.github/workflows/cli-python-ci.yml'
|
||||
|
||||
jobs:
|
||||
lint:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: '3.12'
|
||||
|
||||
- name: Install dev dependencies
|
||||
working-directory: cli/python
|
||||
run: pip install -e ".[dev]"
|
||||
|
||||
- name: Lint with ruff
|
||||
working-directory: cli/python
|
||||
run: ruff check .
|
||||
|
||||
- name: Check formatting
|
||||
working-directory: cli/python
|
||||
run: ruff format --check .
|
||||
|
||||
test:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
matrix:
|
||||
python-version: ["3.10", "3.11", "3.12"]
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Set up Python ${{ matrix.python-version }}
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- name: Install dev dependencies
|
||||
working-directory: cli/python
|
||||
run: pip install -e ".[dev]"
|
||||
|
||||
- name: Run tests
|
||||
working-directory: cli/python
|
||||
run: pytest
|
||||
|
||||
build:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: '3.12'
|
||||
|
||||
- name: Install Hatch
|
||||
run: pip install hatch
|
||||
|
||||
- name: Build
|
||||
working-directory: cli/python
|
||||
run: hatch build --clean
|
||||
|
||||
- name: Verify dist output
|
||||
run: |
|
||||
ls cli/python/dist/*.whl || (echo "Wheel file missing" && exit 1)
|
||||
ls cli/python/dist/*.tar.gz || (echo "Source dist missing" && exit 1)
|
||||
@@ -0,0 +1,46 @@
|
||||
name: Publish @mem0/openclaw-mem0 📦 to npm
|
||||
|
||||
on:
|
||||
release:
|
||||
types: [published]
|
||||
|
||||
jobs:
|
||||
build-n-publish:
|
||||
name: Build and publish @mem0/openclaw-mem0 📦 to npm
|
||||
if: startsWith(github.event.release.tag_name, 'openclaw-v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
defaults:
|
||||
run:
|
||||
working-directory: openclaw
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 9
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: '22'
|
||||
registry-url: 'https://registry.npmjs.org'
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: openclaw/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Build
|
||||
run: pnpm build
|
||||
|
||||
- name: Publish to npm
|
||||
run: |
|
||||
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
|
||||
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
|
||||
npx npm@latest publish --provenance --access public --tag "$PREID"
|
||||
else
|
||||
npx npm@latest publish --provenance --access public
|
||||
fi
|
||||
@@ -0,0 +1,46 @@
|
||||
name: Publish mem0ai 📦 to npm
|
||||
|
||||
on:
|
||||
release:
|
||||
types: [published]
|
||||
|
||||
jobs:
|
||||
build-n-publish:
|
||||
name: Build and publish mem0ai 📦 to npm
|
||||
if: startsWith(github.event.release.tag_name, 'ts-v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
defaults:
|
||||
run:
|
||||
working-directory: mem0-ts
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 10
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: '22'
|
||||
registry-url: 'https://registry.npmjs.org'
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: mem0-ts/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Build
|
||||
run: pnpm run build
|
||||
|
||||
- name: Publish to npm
|
||||
run: |
|
||||
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
|
||||
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
|
||||
npx npm@latest publish --provenance --access public --tag "$PREID"
|
||||
else
|
||||
npx npm@latest publish --provenance --access public
|
||||
fi
|
||||
@@ -0,0 +1,46 @@
|
||||
name: Publish @mem0/vercel-ai-provider 📦 to npm
|
||||
|
||||
on:
|
||||
release:
|
||||
types: [published]
|
||||
|
||||
jobs:
|
||||
build-n-publish:
|
||||
name: Build and publish @mem0/vercel-ai-provider 📦 to npm
|
||||
if: startsWith(github.event.release.tag_name, 'vercel-ai-v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
defaults:
|
||||
run:
|
||||
working-directory: vercel-ai-sdk
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 10
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: '22'
|
||||
registry-url: 'https://registry.npmjs.org'
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: vercel-ai-sdk/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Build
|
||||
run: pnpm run build
|
||||
|
||||
- name: Publish to npm
|
||||
run: |
|
||||
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
|
||||
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
|
||||
npx npm@latest publish --provenance --access public --tag "$PREID"
|
||||
else
|
||||
npx npm@latest publish --provenance --access public
|
||||
fi
|
||||
@@ -61,3 +61,31 @@ make test # After activating a shell with hatch shell test_XX
|
||||
Make sure that all tests pass across all supported Python versions before submitting a pull request.
|
||||
|
||||
We look forward to your pull requests and can't wait to see your contributions!
|
||||
|
||||
### 🚀 Releasing
|
||||
|
||||
All packages are published automatically via GitHub Actions when a GitHub Release is created with the correct tag prefix.
|
||||
|
||||
#### Tag Prefixes
|
||||
|
||||
| Package | Registry | Tag Prefix | Example |
|
||||
|---------|----------|------------|---------|
|
||||
| `mem0ai` (Python SDK) | PyPI | `v*` | `v0.1.31` |
|
||||
| `mem0-cli` (Python CLI) | PyPI | `cli-v*` | `cli-v0.2.1` |
|
||||
| `mem0ai` (TypeScript SDK) | npm | `ts-v*` | `ts-v2.4.6` |
|
||||
| `@mem0/cli` (Node CLI) | npm | `cli-node-v*` | `cli-node-v0.1.2` |
|
||||
| `@mem0/vercel-ai-provider` | npm | `vercel-ai-v*` | `vercel-ai-v2.0.6` |
|
||||
| `@mem0/openclaw-mem0` | npm | `openclaw-v*` | `openclaw-v1.0.1` |
|
||||
|
||||
#### How to Release
|
||||
|
||||
1. Bump the version in `pyproject.toml` (Python) or `package.json` (Node)
|
||||
2. Create a [GitHub Release](https://github.com/mem0ai/mem0/releases/new) with the matching tag prefix
|
||||
3. The correct workflow will trigger automatically — verify in the [Actions tab](https://github.com/mem0ai/mem0/actions)
|
||||
|
||||
#### Publishing Details
|
||||
|
||||
- **PyPI packages** use OIDC trusted publishing via `pypa/gh-action-pypi-publish`
|
||||
- **npm packages** use OIDC trusted publishing via npm CLI (>= 11.5.1) — no tokens or secrets required
|
||||
- All workflows require `permissions: id-token: write` for OIDC authentication
|
||||
- First publish of a new npm package must be done manually; OIDC works for subsequent versions
|
||||
|
||||
@@ -93,6 +93,20 @@ Install sdk via npm:
|
||||
npm install mem0ai
|
||||
```
|
||||
|
||||
### CLI
|
||||
|
||||
Manage memories from your terminal:
|
||||
|
||||
```bash
|
||||
npm install -g @mem0/cli # or: pip install mem0-cli
|
||||
|
||||
mem0 init
|
||||
mem0 add "Prefers dark mode and vim keybindings" --user-id alice
|
||||
mem0 search "What does Alice prefer?" --user-id alice
|
||||
```
|
||||
|
||||
See the [CLI documentation](https://docs.mem0.ai/platform/cli) for the full command reference.
|
||||
|
||||
### Basic Usage
|
||||
|
||||
Mem0 requires an LLM to function, with `gpt-4.1-nano-2025-04-14 from OpenAI as the default. However, it supports a variety of LLMs; for details, refer to our [Supported LLMs documentation](https://docs.mem0.ai/components/llms/overview).
|
||||
@@ -148,7 +162,7 @@ For detailed integration steps, see the [Quickstart](https://docs.mem0.ai/quicks
|
||||
## 📚 Documentation & Support
|
||||
|
||||
- Full docs: https://docs.mem0.ai
|
||||
- Community: [Discord](https://mem0.dev/DiG) · [Twitter](https://x.com/mem0ai)
|
||||
- Community: [Discord](https://mem0.dev/DiG) · [X (formerly Twitter)](https://x.com/mem0ai)
|
||||
- Contact: founders@mem0.ai
|
||||
|
||||
## Citation
|
||||
@@ -166,4 +180,4 @@ We now have a paper you can cite:
|
||||
|
||||
## ⚖️ License
|
||||
|
||||
Apache 2.0 — see the [LICENSE](https://github.com/mem0ai/mem0/blob/main/LICENSE) file for details.
|
||||
Apache 2.0 — see the [LICENSE](https://github.com/mem0ai/mem0/blob/main/LICENSE) file for details.
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
+136
@@ -0,0 +1,136 @@
|
||||
# mem0 CLI
|
||||
|
||||
The official command-line interface for [mem0](https://mem0.ai) — the memory layer for AI agents. Works with the Mem0 Platform API. Available in Python and Node.js.
|
||||
|
||||
> **For AI agents:** pass `--agent` (or `--json`) on any command for structured JSON output purpose-built for tool loops — sanitized fields, no colors or spinners, errors as JSON. See [Agent mode](#agent-mode) below.
|
||||
|
||||
## Installation
|
||||
|
||||
```bash
|
||||
npm install -g @mem0/cli
|
||||
```
|
||||
|
||||
```bash
|
||||
pip install mem0-cli
|
||||
```
|
||||
|
||||
Both packages install a `mem0` binary with identical behavior.
|
||||
|
||||
## Quick start
|
||||
|
||||
```bash
|
||||
# Interactive setup wizard
|
||||
mem0 init
|
||||
|
||||
# Or login via email (get a new API key)
|
||||
mem0 init --email alice@company.com
|
||||
|
||||
# Or authenticate with an existing API key
|
||||
mem0 init --api-key m0-xxx
|
||||
|
||||
# Add a memory
|
||||
mem0 add "I prefer dark mode and use vim keybindings" --user-id alice
|
||||
|
||||
# Search memories
|
||||
mem0 search "What are Alice's preferences?" --user-id alice
|
||||
|
||||
# List all memories for a user
|
||||
mem0 list --user-id alice
|
||||
|
||||
# Update a memory
|
||||
mem0 update <memory-id> "I switched to light mode"
|
||||
|
||||
# Delete a memory
|
||||
mem0 delete <memory-id>
|
||||
```
|
||||
|
||||
## Commands
|
||||
|
||||
| Command | Description |
|
||||
|---------|-------------|
|
||||
| `mem0 init` | Setup wizard — login via email or configure API key manually |
|
||||
| `mem0 add` | Add a memory from text, JSON messages, a file, or stdin |
|
||||
| `mem0 search` | Search memories using natural language |
|
||||
| `mem0 list` | List memories with optional filters and pagination |
|
||||
| `mem0 get` | Retrieve a specific memory by ID |
|
||||
| `mem0 update` | Update the text or metadata of a memory |
|
||||
| `mem0 delete` | Delete a memory, all memories for a scope, or an entity |
|
||||
| `mem0 import` | Bulk import memories from a JSON file |
|
||||
| `mem0 config` | View or modify CLI configuration |
|
||||
| `mem0 entity` | List or delete entities (users, agents, apps, runs) |
|
||||
| `mem0 event` | Inspect background processing events (bulk deletes, large add jobs) |
|
||||
| `mem0 status` | Verify API connection and display current project |
|
||||
| `mem0 version` | Print the CLI version |
|
||||
|
||||
Run `mem0 <command> --help` for detailed usage on any command.
|
||||
|
||||
## Agent mode
|
||||
|
||||
Pass `--agent` (or its alias `--json`) as a **global flag** on any command to get output designed for AI agent tool loops:
|
||||
|
||||
```bash
|
||||
mem0 --agent search "user preferences" --user-id alice
|
||||
mem0 --agent add "User prefers dark mode" --user-id alice
|
||||
mem0 --agent list --user-id alice
|
||||
```
|
||||
|
||||
Every command returns the same envelope shape:
|
||||
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "search",
|
||||
"duration_ms": 134,
|
||||
"scope": { "user_id": "alice" },
|
||||
"count": 2,
|
||||
"data": [
|
||||
{ "id": "abc-123", "memory": "User prefers dark mode", "score": 0.97, "created_at": "2026-01-15", "categories": ["preferences"] }
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
What agent mode does differently from `--output json`:
|
||||
- **Sanitized `data`**: only the fields an agent needs (id, memory, score, etc.) — no internal API noise
|
||||
- **No human output**: spinners, colors, and banners are suppressed entirely
|
||||
- **Errors as JSON**: errors go to stdout as `{"status": "error", "command": "...", "error": "..."}` with a non-zero exit code
|
||||
|
||||
Use `mem0 help --json` to get the full command tree as JSON — useful for agents that need to self-discover available commands.
|
||||
|
||||
## Output formats
|
||||
|
||||
Control how results are displayed with `--output`:
|
||||
|
||||
| Format | Description |
|
||||
|--------|-------------|
|
||||
| `text` | Human-readable with colors and formatting (default) |
|
||||
| `json` | Structured JSON for piping to `jq` (raw API response) |
|
||||
| `table` | Tabular format (default for `list`) |
|
||||
| `quiet` | Minimal — just IDs or status codes |
|
||||
| `agent` | Structured JSON envelope with sanitized fields (set by `--agent`/`--json`) |
|
||||
|
||||
## Environment variables
|
||||
|
||||
| Variable | Description |
|
||||
|----------|-------------|
|
||||
| `MEM0_API_KEY` | API key (overrides config file) |
|
||||
| `MEM0_BASE_URL` | API base URL |
|
||||
| `MEM0_USER_ID` | Default user ID |
|
||||
| `MEM0_AGENT_ID` | Default agent ID |
|
||||
| `MEM0_APP_ID` | Default app ID |
|
||||
| `MEM0_RUN_ID` | Default run ID |
|
||||
| `MEM0_ENABLE_GRAPH` | Enable graph memory (`true` / `false`) |
|
||||
|
||||
## Implementations
|
||||
|
||||
| Language | Directory | Package | Docs |
|
||||
|----------|-----------|---------|------|
|
||||
| TypeScript | [`node/`](./node/) | `@mem0/cli` | [README](./node/README.md) |
|
||||
| Python | [`python/`](./python/) | `mem0-cli` | [README](./python/README.md) |
|
||||
|
||||
## Documentation
|
||||
|
||||
Full documentation is available at [docs.mem0.ai/platform/cli](https://docs.mem0.ai/platform/cli).
|
||||
|
||||
## License
|
||||
|
||||
Apache-2.0
|
||||
@@ -0,0 +1,549 @@
|
||||
{
|
||||
"specVersion": 1,
|
||||
"cli": {
|
||||
"name": "mem0",
|
||||
"version": "0.1.0",
|
||||
"description": "The Memory Layer for AI Agents",
|
||||
"helpText": "\u25c6 mem0 CLI \u2014 The Memory Layer for AI Agents"
|
||||
},
|
||||
"branding": {
|
||||
"logoMini": "\u25c6 mem0",
|
||||
"tagline": "The Memory Layer for AI Agents",
|
||||
"colors": {
|
||||
"brand": "#8b5cf6",
|
||||
"accent": "#a78bfa",
|
||||
"success": "#22c55e",
|
||||
"error": "#ef4444",
|
||||
"warning": "#f59e0b",
|
||||
"dim": "#6b7280"
|
||||
},
|
||||
"icons": {
|
||||
"success": "\u2713",
|
||||
"error": "\u2717",
|
||||
"warning": "\u26a0",
|
||||
"info": "\u25c6",
|
||||
"pending": "\u29d7",
|
||||
"add": "+",
|
||||
"update": "~",
|
||||
"delete": "-",
|
||||
"noop": "\u00b7",
|
||||
"connected": "\u25cf",
|
||||
"disconnected": "\u25cf"
|
||||
},
|
||||
"logo": "███\u2557 ███\u2557███████\u2557███\u2557 ███\u2557 ██████\u2557 ██████\u2557██\u2557 ██\u2557\n████\u2557 ████\u2551██\u2554\u2550\u2550\u2550\u2550\u255d████\u2557 ████\u2551██\u2554\u2550████\u2557 ██\u2554\u2550\u2550\u2550\u2550\u255d██\u2551 ██\u2551\n██\u2554████\u2554██\u2551█████\u2557 ██\u2554████\u2554██\u2551██\u2551██\u2554██\u2551 ██\u2551 ██\u2551 ██\u2551\n██\u2551\u255a██\u2554\u255d██\u2551██\u2554\u2550\u2550\u255d ██\u2551\u255a██\u2554\u255d██\u2551████\u2554\u255d██\u2551 ██\u2551 ██\u2551 ██\u2551\n██\u2551 \u255a\u2550\u255d ██\u2551███████\u2557██\u2551 \u255a\u2550\u255d ██\u2551\u255a██████\u2554\u255d \u255a██████\u2557███████\u2557██\u2551\n\u255a\u2550\u255d \u255a\u2550\u255d\u255a\u2550\u2550\u2550\u2550\u2550\u2550\u255d\u255a\u2550\u255d \u255a\u2550\u255d \u255a\u2550\u2550\u2550\u2550\u2550\u255d \u255a\u2550\u2550\u2550\u2550\u2550\u255d\u255a\u2550\u2550\u2550\u2550\u2550\u2550\u255d\u255a\u2550\u255d"
|
||||
},
|
||||
"config": {
|
||||
"configDir": "~/.mem0",
|
||||
"configFile": "config.json",
|
||||
"version": 1,
|
||||
"defaultBaseUrl": "https://api.mem0.ai",
|
||||
"sections": {
|
||||
"platform": {
|
||||
"fields": {
|
||||
"api_key": {
|
||||
"type": "string",
|
||||
"default": "",
|
||||
"envVar": "MEM0_API_KEY",
|
||||
"redact": true
|
||||
},
|
||||
"base_url": {
|
||||
"type": "string",
|
||||
"default": "https://api.mem0.ai",
|
||||
"envVar": "MEM0_BASE_URL"
|
||||
}
|
||||
}
|
||||
},
|
||||
"defaults": {
|
||||
"fields": {
|
||||
"user_id": {
|
||||
"type": "string",
|
||||
"default": "",
|
||||
"envVar": "MEM0_USER_ID"
|
||||
},
|
||||
"agent_id": {
|
||||
"type": "string",
|
||||
"default": "",
|
||||
"envVar": "MEM0_AGENT_ID"
|
||||
},
|
||||
"app_id": {
|
||||
"type": "string",
|
||||
"default": "",
|
||||
"envVar": "MEM0_APP_ID"
|
||||
},
|
||||
"run_id": {
|
||||
"type": "string",
|
||||
"default": "",
|
||||
"envVar": "MEM0_RUN_ID"
|
||||
},
|
||||
"enable_graph": {
|
||||
"type": "boolean",
|
||||
"default": false,
|
||||
"envVar": "MEM0_ENABLE_GRAPH"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"api": {
|
||||
"endpoints": {
|
||||
"add": { "method": "POST", "path": "/v1/memories/" },
|
||||
"search": { "method": "POST", "path": "/v2/memories/search/" },
|
||||
"get": { "method": "GET", "path": "/v1/memories/{memory_id}/" },
|
||||
"list": { "method": "POST", "path": "/v2/memories/" },
|
||||
"update": { "method": "PUT", "path": "/v1/memories/{memory_id}/" },
|
||||
"delete": { "method": "DELETE", "path": "/v1/memories/{memory_id}/" },
|
||||
"deleteAll": { "method": "DELETE", "path": "/v1/memories/" },
|
||||
"entities": { "method": "GET", "path": "/v1/entities/" },
|
||||
"deleteEntities": { "method": "DELETE", "path": "/v1/entities/" }
|
||||
},
|
||||
"authHeader": "Authorization",
|
||||
"authScheme": "Token",
|
||||
"timeout": 30,
|
||||
"entityTypeMap": {
|
||||
"users": "user",
|
||||
"agents": "agent",
|
||||
"apps": "app",
|
||||
"runs": "run"
|
||||
}
|
||||
},
|
||||
"errors": {
|
||||
"AuthError": {
|
||||
"httpStatus": 401,
|
||||
"message": "Authentication failed. Your API key may be invalid or expired."
|
||||
},
|
||||
"NotFoundError": {
|
||||
"httpStatus": 404,
|
||||
"messageTemplate": "Resource not found: {path}"
|
||||
},
|
||||
"APIError": {
|
||||
"httpStatus": 400,
|
||||
"messageTemplate": "Bad request to {path}: {detail}"
|
||||
},
|
||||
"noApiKey": {
|
||||
"message": "No API key configured.",
|
||||
"hint": "Run 'mem0 init' or set MEM0_API_KEY environment variable."
|
||||
}
|
||||
},
|
||||
"optionGroups": {
|
||||
"scope": {
|
||||
"label": "Scope",
|
||||
"options": ["user_id", "agent_id", "app_id", "run_id"]
|
||||
},
|
||||
"search": {
|
||||
"label": "Search",
|
||||
"options": ["top_k", "threshold", "rerank", "keyword", "filter_json", "fields", "graph", "no_graph"]
|
||||
},
|
||||
"pagination": {
|
||||
"label": "Pagination",
|
||||
"options": ["page", "page_size"]
|
||||
},
|
||||
"filters": {
|
||||
"label": "Filters",
|
||||
"options": ["category", "after", "before", "graph", "no_graph"]
|
||||
},
|
||||
"output": {
|
||||
"label": "Output",
|
||||
"options": ["output"]
|
||||
},
|
||||
"connection": {
|
||||
"label": "Connection",
|
||||
"options": ["api_key", "base_url"]
|
||||
}
|
||||
},
|
||||
"globalOptions": [
|
||||
{
|
||||
"name": "api_key",
|
||||
"flags": ["--api-key"],
|
||||
"type": "string",
|
||||
"required": false,
|
||||
"envVar": "MEM0_API_KEY",
|
||||
"help": "Override API key.",
|
||||
"panel": "Connection"
|
||||
},
|
||||
{
|
||||
"name": "base_url",
|
||||
"flags": ["--base-url"],
|
||||
"type": "string",
|
||||
"required": false,
|
||||
"help": "Override API base URL.",
|
||||
"panel": "Connection"
|
||||
},
|
||||
{
|
||||
"name": "version",
|
||||
"flags": ["--version"],
|
||||
"type": "boolean",
|
||||
"required": false,
|
||||
"help": "Show version and exit."
|
||||
}
|
||||
],
|
||||
"commands": [
|
||||
{
|
||||
"name": "add",
|
||||
"description": "Add a memory from text, messages, file, or stdin.",
|
||||
"usage": "mem0 add <text> [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": true,
|
||||
"resolveIds": true,
|
||||
"resolveGraph": true,
|
||||
"confirmDangerous": false,
|
||||
"outputFormats": ["text", "json", "quiet"],
|
||||
"defaultOutput": "text",
|
||||
"arguments": [
|
||||
{
|
||||
"name": "text",
|
||||
"type": "string",
|
||||
"required": false,
|
||||
"help": "Text content to add as a memory."
|
||||
}
|
||||
],
|
||||
"options": [
|
||||
{ "name": "user_id", "flags": ["--user-id", "-u"], "type": "string", "help": "Scope to user.", "panel": "Scope" },
|
||||
{ "name": "agent_id", "flags": ["--agent-id"], "type": "string", "help": "Scope to agent.", "panel": "Scope" },
|
||||
{ "name": "app_id", "flags": ["--app-id"], "type": "string", "help": "Scope to app.", "panel": "Scope" },
|
||||
{ "name": "run_id", "flags": ["--run-id"], "type": "string", "help": "Scope to run.", "panel": "Scope" },
|
||||
{ "name": "messages", "flags": ["--messages"], "type": "string", "help": "Conversation messages as JSON." },
|
||||
{ "name": "file", "flags": ["--file", "-f"], "type": "path", "help": "Read messages from JSON file." },
|
||||
{ "name": "metadata", "flags": ["--metadata", "-m"], "type": "string", "help": "Custom metadata as JSON." },
|
||||
{ "name": "immutable", "flags": ["--immutable"], "type": "boolean", "default": false, "help": "Prevent future updates." },
|
||||
{ "name": "no_infer", "flags": ["--no-infer"], "type": "boolean", "default": false, "help": "Skip inference, store raw." },
|
||||
{ "name": "expires", "flags": ["--expires"], "type": "string", "help": "Expiration date (YYYY-MM-DD)." },
|
||||
{ "name": "categories", "flags": ["--categories"], "type": "string", "help": "Categories (JSON array or comma-separated)." },
|
||||
{ "name": "graph", "flags": ["--graph"], "type": "boolean", "default": false, "help": "Enable graph memory extraction.", "panel": "Scope" },
|
||||
{ "name": "no_graph", "flags": ["--no-graph"], "type": "boolean", "default": false, "help": "Disable graph memory extraction.", "panel": "Scope" },
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output format: text, json, quiet.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "add"
|
||||
},
|
||||
{
|
||||
"name": "search",
|
||||
"description": "Search memories by semantic query.",
|
||||
"usage": "mem0 search <query> [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": true,
|
||||
"resolveIds": true,
|
||||
"resolveGraph": true,
|
||||
"confirmDangerous": false,
|
||||
"outputFormats": ["text", "json", "table"],
|
||||
"defaultOutput": "text",
|
||||
"arguments": [
|
||||
{
|
||||
"name": "query",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "Search query."
|
||||
}
|
||||
],
|
||||
"options": [
|
||||
{ "name": "user_id", "flags": ["--user-id", "-u"], "type": "string", "help": "Filter by user.", "panel": "Scope" },
|
||||
{ "name": "agent_id", "flags": ["--agent-id"], "type": "string", "help": "Filter by agent.", "panel": "Scope" },
|
||||
{ "name": "app_id", "flags": ["--app-id"], "type": "string", "help": "Filter by app.", "panel": "Scope" },
|
||||
{ "name": "run_id", "flags": ["--run-id"], "type": "string", "help": "Filter by run.", "panel": "Scope" },
|
||||
{ "name": "top_k", "flags": ["--top-k", "-k", "--limit"], "type": "integer", "default": 10, "help": "Number of results.", "panel": "Search" },
|
||||
{ "name": "threshold", "flags": ["--threshold"], "type": "float", "default": 0.3, "help": "Minimum similarity score.", "panel": "Search" },
|
||||
{ "name": "rerank", "flags": ["--rerank"], "type": "boolean", "default": false, "help": "Enable reranking (Platform only).", "panel": "Search" },
|
||||
{ "name": "keyword", "flags": ["--keyword"], "type": "boolean", "default": false, "help": "Use keyword search.", "panel": "Search" },
|
||||
{ "name": "filter_json", "flags": ["--filter"], "type": "string", "help": "Advanced filter expression (JSON).", "panel": "Search" },
|
||||
{ "name": "fields", "flags": ["--fields"], "type": "string", "help": "Specific fields to return (comma-separated).", "panel": "Search" },
|
||||
{ "name": "graph", "flags": ["--graph"], "type": "boolean", "default": false, "help": "Enable graph in search.", "panel": "Search" },
|
||||
{ "name": "no_graph", "flags": ["--no-graph"], "type": "boolean", "default": false, "help": "Disable graph in search.", "panel": "Search" },
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output: text, json, table.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "search"
|
||||
},
|
||||
{
|
||||
"name": "get",
|
||||
"description": "Get a specific memory by ID.",
|
||||
"usage": "mem0 get <memory_id> [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": false,
|
||||
"resolveIds": false,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": false,
|
||||
"outputFormats": ["text", "json"],
|
||||
"defaultOutput": "text",
|
||||
"arguments": [
|
||||
{
|
||||
"name": "memory_id",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "Memory ID to retrieve."
|
||||
}
|
||||
],
|
||||
"options": [
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output: text, json.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "get"
|
||||
},
|
||||
{
|
||||
"name": "list",
|
||||
"description": "List memories with optional filters.",
|
||||
"usage": "mem0 list [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": true,
|
||||
"resolveIds": true,
|
||||
"resolveGraph": true,
|
||||
"confirmDangerous": false,
|
||||
"outputFormats": ["text", "json", "table"],
|
||||
"defaultOutput": "table",
|
||||
"arguments": [],
|
||||
"options": [
|
||||
{ "name": "user_id", "flags": ["--user-id", "-u"], "type": "string", "help": "Filter by user.", "panel": "Scope" },
|
||||
{ "name": "agent_id", "flags": ["--agent-id"], "type": "string", "help": "Filter by agent.", "panel": "Scope" },
|
||||
{ "name": "app_id", "flags": ["--app-id"], "type": "string", "help": "Filter by app.", "panel": "Scope" },
|
||||
{ "name": "run_id", "flags": ["--run-id"], "type": "string", "help": "Filter by run.", "panel": "Scope" },
|
||||
{ "name": "page", "flags": ["--page"], "type": "integer", "default": 1, "help": "Page number.", "panel": "Pagination" },
|
||||
{ "name": "page_size", "flags": ["--page-size"], "type": "integer", "default": 100, "help": "Results per page.", "panel": "Pagination" },
|
||||
{ "name": "category", "flags": ["--category"], "type": "string", "help": "Filter by category.", "panel": "Filters" },
|
||||
{ "name": "after", "flags": ["--after"], "type": "string", "help": "Created after (YYYY-MM-DD).", "panel": "Filters" },
|
||||
{ "name": "before", "flags": ["--before"], "type": "string", "help": "Created before (YYYY-MM-DD).", "panel": "Filters" },
|
||||
{ "name": "graph", "flags": ["--graph"], "type": "boolean", "default": false, "help": "Enable graph in listing.", "panel": "Filters" },
|
||||
{ "name": "no_graph", "flags": ["--no-graph"], "type": "boolean", "default": false, "help": "Disable graph in listing.", "panel": "Filters" },
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "table", "help": "Output: text, json, table.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "list"
|
||||
},
|
||||
{
|
||||
"name": "update",
|
||||
"description": "Update a memory's text or metadata.",
|
||||
"usage": "mem0 update <memory_id> [text] [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": false,
|
||||
"resolveIds": false,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": false,
|
||||
"outputFormats": ["text", "json", "quiet"],
|
||||
"defaultOutput": "text",
|
||||
"arguments": [
|
||||
{
|
||||
"name": "memory_id",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "Memory ID to update."
|
||||
},
|
||||
{
|
||||
"name": "text",
|
||||
"type": "string",
|
||||
"required": false,
|
||||
"help": "New memory text."
|
||||
}
|
||||
],
|
||||
"options": [
|
||||
{ "name": "metadata", "flags": ["--metadata", "-m"], "type": "string", "help": "Update metadata (JSON)." },
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output: text, json, quiet.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "update"
|
||||
},
|
||||
{
|
||||
"name": "delete",
|
||||
"description": "Delete a memory, all memories matching a scope, or an entity.",
|
||||
"usage": "mem0 delete [memory_id] [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": true,
|
||||
"resolveIds": true,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": true,
|
||||
"outputFormats": ["text", "json", "quiet"],
|
||||
"defaultOutput": "text",
|
||||
"arguments": [
|
||||
{
|
||||
"name": "memory_id",
|
||||
"type": "string",
|
||||
"required": false,
|
||||
"help": "Memory ID to delete (omit when using --all or --entity)."
|
||||
}
|
||||
],
|
||||
"options": [
|
||||
{ "name": "all", "flags": ["--all"], "type": "boolean", "default": false, "help": "Delete all memories matching scope filters." },
|
||||
{ "name": "entity", "flags": ["--entity"], "type": "boolean", "default": false, "help": "Delete the entity itself and all its memories (cascade)." },
|
||||
{ "name": "project", "flags": ["--project"], "type": "boolean", "default": false, "help": "With --all: delete ALL memories project-wide." },
|
||||
{ "name": "dry_run", "flags": ["--dry-run"], "type": "boolean", "default": false, "help": "Show what would be deleted without deleting." },
|
||||
{ "name": "force", "flags": ["--force"], "type": "boolean", "default": false, "help": "Skip confirmation." },
|
||||
{ "name": "user_id", "flags": ["--user-id", "-u"], "type": "string", "help": "Scope to user.", "panel": "Scope" },
|
||||
{ "name": "agent_id", "flags": ["--agent-id"], "type": "string", "help": "Scope to agent.", "panel": "Scope" },
|
||||
{ "name": "app_id", "flags": ["--app-id"], "type": "string", "help": "Scope to app.", "panel": "Scope" },
|
||||
{ "name": "run_id", "flags": ["--run-id"], "type": "string", "help": "Scope to run.", "panel": "Scope" },
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output: text, json, quiet.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "delete",
|
||||
"notes": "Mutually exclusive modes: (1) mem0 delete <id> -- single memory, (2) mem0 delete --all [scope] -- bulk delete, (3) mem0 delete --entity [scope] -- entity cascade delete. Cannot combine <memoryId> with --all or --entity, and cannot combine --all with --entity."
|
||||
},
|
||||
{
|
||||
"name": "import",
|
||||
"description": "Import memories from a JSON file.",
|
||||
"usage": "mem0 import <file_path> [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": true,
|
||||
"resolveIds": true,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": false,
|
||||
"outputFormats": ["text"],
|
||||
"defaultOutput": "text",
|
||||
"arguments": [
|
||||
{
|
||||
"name": "file_path",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "JSON file to import."
|
||||
}
|
||||
],
|
||||
"options": [
|
||||
{ "name": "user_id", "flags": ["--user-id", "-u"], "type": "string", "help": "Override user ID.", "panel": "Scope" },
|
||||
{ "name": "agent_id", "flags": ["--agent-id"], "type": "string", "help": "Override agent ID.", "panel": "Scope" }
|
||||
],
|
||||
"apiEndpoint": "add"
|
||||
},
|
||||
{
|
||||
"name": "config",
|
||||
"description": "Manage mem0 configuration.",
|
||||
"isGroup": true,
|
||||
"subcommands": [
|
||||
{
|
||||
"name": "show",
|
||||
"description": "Display current configuration (secrets redacted).",
|
||||
"usage": "mem0 config show",
|
||||
"needsBackend": false,
|
||||
"needsConfig": false,
|
||||
"arguments": [],
|
||||
"options": []
|
||||
},
|
||||
{
|
||||
"name": "get",
|
||||
"description": "Get a configuration value.",
|
||||
"usage": "mem0 config get <key>",
|
||||
"needsBackend": false,
|
||||
"needsConfig": false,
|
||||
"arguments": [
|
||||
{
|
||||
"name": "key",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "Config key (e.g. platform.api_key)."
|
||||
}
|
||||
],
|
||||
"options": []
|
||||
},
|
||||
{
|
||||
"name": "set",
|
||||
"description": "Set a configuration value.",
|
||||
"usage": "mem0 config set <key> <value>",
|
||||
"needsBackend": false,
|
||||
"needsConfig": false,
|
||||
"arguments": [
|
||||
{
|
||||
"name": "key",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "Config key (e.g. platform.api_key)."
|
||||
},
|
||||
{
|
||||
"name": "value",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "Value to set."
|
||||
}
|
||||
],
|
||||
"options": []
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "entity",
|
||||
"description": "Manage entities.",
|
||||
"isGroup": true,
|
||||
"subcommands": [
|
||||
{
|
||||
"name": "list",
|
||||
"description": "List all entities of a given type.",
|
||||
"usage": "mem0 entity list <entity_type>",
|
||||
"needsBackend": true,
|
||||
"needsConfig": false,
|
||||
"resolveIds": false,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": false,
|
||||
"outputFormats": ["table", "json"],
|
||||
"defaultOutput": "table",
|
||||
"arguments": [
|
||||
{
|
||||
"name": "entity_type",
|
||||
"type": "string",
|
||||
"required": true,
|
||||
"help": "Entity type: users, agents, apps, runs.",
|
||||
"choices": ["users", "agents", "apps", "runs"]
|
||||
}
|
||||
],
|
||||
"options": [
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "table", "help": "Output: table, json.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "entities"
|
||||
},
|
||||
{
|
||||
"name": "delete",
|
||||
"description": "Delete an entity and ALL its memories (cascade).",
|
||||
"usage": "mem0 entity delete [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": false,
|
||||
"resolveIds": false,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": true,
|
||||
"outputFormats": ["text", "json", "quiet"],
|
||||
"defaultOutput": "text",
|
||||
"arguments": [],
|
||||
"options": [
|
||||
{ "name": "user_id", "flags": ["--user-id", "-u"], "type": "string", "help": "User ID.", "panel": "Scope" },
|
||||
{ "name": "agent_id", "flags": ["--agent-id"], "type": "string", "help": "Agent ID.", "panel": "Scope" },
|
||||
{ "name": "app_id", "flags": ["--app-id"], "type": "string", "help": "App ID.", "panel": "Scope" },
|
||||
{ "name": "run_id", "flags": ["--run-id"], "type": "string", "help": "Run ID.", "panel": "Scope" },
|
||||
{ "name": "dry_run", "flags": ["--dry-run"], "type": "boolean", "default": false, "help": "Show what would be deleted without deleting." },
|
||||
{ "name": "force", "flags": ["--force"], "type": "boolean", "default": false, "help": "Skip confirmation." },
|
||||
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output: text, json, quiet.", "panel": "Output" }
|
||||
],
|
||||
"apiEndpoint": "deleteEntities"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "init",
|
||||
"description": "Setup wizard for mem0 CLI. Supports email login (--email) or manual API key (--api-key).",
|
||||
"usage": "mem0 init [OPTIONS]",
|
||||
"needsBackend": false,
|
||||
"needsConfig": false,
|
||||
"resolveIds": false,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": false,
|
||||
"arguments": [],
|
||||
"options": [
|
||||
{ "name": "api-key", "flags": ["--api-key"], "type": "string", "default": null, "help": "API key (skip prompt)." },
|
||||
{ "name": "user-id", "flags": ["-u", "--user-id"], "type": "string", "default": null, "help": "Default user ID (skip prompt)." },
|
||||
{ "name": "email", "flags": ["--email"], "type": "string", "default": null, "help": "Login via email verification code." },
|
||||
{ "name": "code", "flags": ["--code"], "type": "string", "default": null, "help": "Verification code (use with --email for non-interactive login)." },
|
||||
{ "name": "force", "flags": ["--force"], "type": "boolean", "default": false, "help": "Overwrite existing config without confirmation." }
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "status",
|
||||
"description": "Check connectivity and authentication.",
|
||||
"usage": "mem0 status [OPTIONS]",
|
||||
"needsBackend": true,
|
||||
"needsConfig": true,
|
||||
"resolveIds": false,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": false,
|
||||
"arguments": [],
|
||||
"options": []
|
||||
},
|
||||
{
|
||||
"name": "help",
|
||||
"description": "Show help. Use --json for machine-readable output (for LLM agents).",
|
||||
"usage": "mem0 help [OPTIONS]",
|
||||
"needsBackend": false,
|
||||
"needsConfig": false,
|
||||
"resolveIds": false,
|
||||
"resolveGraph": false,
|
||||
"confirmDangerous": false,
|
||||
"arguments": [],
|
||||
"options": [
|
||||
{ "name": "json", "flags": ["--json"], "type": "boolean", "default": false, "help": "Output machine-readable JSON for LLM agents." }
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -0,0 +1,337 @@
|
||||
# mem0 CLI (Node.js)
|
||||
|
||||
The official command-line interface for [mem0](https://mem0.ai) — the memory layer for AI agents. TypeScript implementation.
|
||||
|
||||
> **Built for AI agents.** Pass `--agent` (or `--json`) as a global flag on any command to get structured JSON output optimized for programmatic consumption — sanitized fields, no colors or spinners, and errors as JSON too.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
- Node.js **18+**
|
||||
- pnpm (`npm install -g pnpm`) — for development only
|
||||
|
||||
## Installation
|
||||
|
||||
```bash
|
||||
npm install -g @mem0/cli
|
||||
```
|
||||
|
||||
## Quick start
|
||||
|
||||
```bash
|
||||
# Interactive setup wizard
|
||||
mem0 init
|
||||
|
||||
# Or login via email
|
||||
mem0 init --email alice@company.com
|
||||
|
||||
# Or authenticate with an existing API key
|
||||
mem0 init --api-key m0-xxx
|
||||
|
||||
# Add a memory
|
||||
mem0 add "I prefer dark mode and use vim keybindings" --user-id alice
|
||||
|
||||
# Search memories
|
||||
mem0 search "What are Alice's preferences?" --user-id alice
|
||||
|
||||
# List all memories for a user
|
||||
mem0 list --user-id alice
|
||||
|
||||
# Get a specific memory
|
||||
mem0 get <memory-id>
|
||||
|
||||
# Update a memory
|
||||
mem0 update <memory-id> "I switched to light mode"
|
||||
|
||||
# Delete a memory
|
||||
mem0 delete <memory-id>
|
||||
```
|
||||
|
||||
## Commands
|
||||
|
||||
### `mem0 init`
|
||||
|
||||
Interactive setup wizard. Prompts for your API key and default user ID.
|
||||
|
||||
```bash
|
||||
mem0 init
|
||||
mem0 init --api-key m0-xxx --user-id alice
|
||||
mem0 init --email alice@company.com
|
||||
```
|
||||
|
||||
If an existing configuration is detected, the CLI asks for confirmation before overwriting. Use `--force` to skip the prompt (useful in CI/CD).
|
||||
|
||||
```bash
|
||||
mem0 init --api-key m0-xxx --user-id alice --force
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--api-key` | API key (skip prompt) |
|
||||
| `-u, --user-id` | Default user ID (skip prompt) |
|
||||
| `--email` | Login via email verification code |
|
||||
| `--code` | Verification code (use with `--email` for non-interactive login) |
|
||||
| `--force` | Overwrite existing config without confirmation |
|
||||
|
||||
### `mem0 add`
|
||||
|
||||
Add a memory from text, a JSON messages array, a file, or stdin.
|
||||
|
||||
```bash
|
||||
mem0 add "I prefer dark mode" --user-id alice
|
||||
mem0 add --file conversation.json --user-id alice
|
||||
echo "Loves hiking on weekends" | mem0 add --user-id alice
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Scope to a user |
|
||||
| `--agent-id` | Scope to an agent |
|
||||
| `--messages` | Conversation messages as JSON |
|
||||
| `-f, --file` | Read messages from a JSON file |
|
||||
| `-m, --metadata` | Custom metadata as JSON |
|
||||
| `--categories` | Categories (JSON array or comma-separated) |
|
||||
| `--graph / --no-graph` | Enable or disable graph memory extraction |
|
||||
| `-o, --output` | Output format: `text`, `json`, `quiet` |
|
||||
|
||||
### `mem0 search`
|
||||
|
||||
Search memories using natural language.
|
||||
|
||||
```bash
|
||||
mem0 search "dietary restrictions" --user-id alice
|
||||
mem0 search "preferred tools" --user-id alice --output json --top-k 5
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Filter by user |
|
||||
| `-k, --top-k` | Number of results (default: 10) |
|
||||
| `--threshold` | Minimum similarity score (default: 0.3) |
|
||||
| `--rerank` | Enable reranking |
|
||||
| `--keyword` | Use keyword search instead of semantic |
|
||||
| `--filter` | Advanced filter expression (JSON) |
|
||||
| `--graph / --no-graph` | Enable or disable graph in search |
|
||||
| `-o, --output` | Output format: `text`, `json`, `table` |
|
||||
|
||||
### `mem0 list`
|
||||
|
||||
List memories with optional filters and pagination.
|
||||
|
||||
```bash
|
||||
mem0 list --user-id alice
|
||||
mem0 list --user-id alice --category preferences --output json
|
||||
mem0 list --user-id alice --after 2024-01-01 --page-size 50
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Filter by user |
|
||||
| `--page` | Page number (default: 1) |
|
||||
| `--page-size` | Results per page (default: 100) |
|
||||
| `--category` | Filter by category |
|
||||
| `--after` | Created after date (YYYY-MM-DD) |
|
||||
| `--before` | Created before date (YYYY-MM-DD) |
|
||||
| `-o, --output` | Output format: `text`, `json`, `table` |
|
||||
|
||||
### `mem0 get`
|
||||
|
||||
Retrieve a specific memory by ID.
|
||||
|
||||
```bash
|
||||
mem0 get 7b3c1a2e-4d5f-6789-abcd-ef0123456789
|
||||
mem0 get 7b3c1a2e-4d5f-6789-abcd-ef0123456789 --output json
|
||||
```
|
||||
|
||||
### `mem0 update`
|
||||
|
||||
Update the text or metadata of an existing memory.
|
||||
|
||||
```bash
|
||||
mem0 update <memory-id> "Updated preference text"
|
||||
mem0 update <memory-id> --metadata '{"priority": "high"}'
|
||||
echo "new text" | mem0 update <memory-id>
|
||||
```
|
||||
|
||||
### `mem0 delete`
|
||||
|
||||
Delete a single memory, all memories for a scope, or an entire entity.
|
||||
|
||||
```bash
|
||||
# Delete a single memory
|
||||
mem0 delete <memory-id>
|
||||
|
||||
# Delete all memories for a user
|
||||
mem0 delete --all --user-id alice --force
|
||||
|
||||
# Delete all memories project-wide
|
||||
mem0 delete --all --project --force
|
||||
|
||||
# Preview what would be deleted
|
||||
mem0 delete --all --user-id alice --dry-run
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--all` | Delete all memories matching scope filters |
|
||||
| `--entity` | Delete the entity and all its memories |
|
||||
| `--project` | With `--all`: delete all memories project-wide |
|
||||
| `--dry-run` | Preview without deleting |
|
||||
| `--force` | Skip confirmation prompt |
|
||||
|
||||
### `mem0 import`
|
||||
|
||||
Bulk import memories from a JSON file.
|
||||
|
||||
```bash
|
||||
mem0 import data.json --user-id alice
|
||||
```
|
||||
|
||||
The file should be a JSON array where each item has a `memory` (or `text` or `content`) field and optional `user_id`, `agent_id`, and `metadata` fields.
|
||||
|
||||
### `mem0 config`
|
||||
|
||||
View or modify the local CLI configuration.
|
||||
|
||||
```bash
|
||||
mem0 config show # Display current config (secrets redacted)
|
||||
mem0 config get api_key # Get a specific value
|
||||
mem0 config set user_id bob # Set a value
|
||||
```
|
||||
|
||||
### `mem0 entity`
|
||||
|
||||
List or delete entities (users, agents, apps, runs).
|
||||
|
||||
```bash
|
||||
mem0 entity list users
|
||||
mem0 entity list agents --output json
|
||||
mem0 entity delete --user-id alice --force
|
||||
```
|
||||
|
||||
### `mem0 event`
|
||||
|
||||
Inspect background processing events created by async operations (e.g. bulk deletes, large add jobs).
|
||||
|
||||
```bash
|
||||
# List recent events
|
||||
mem0 event list
|
||||
|
||||
# Check the status of a specific event
|
||||
mem0 event status <event-id>
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-o, --output` | Output format: `text`, `json` |
|
||||
|
||||
### `mem0 status`
|
||||
|
||||
Verify your API connection and display the current project.
|
||||
|
||||
```bash
|
||||
mem0 status
|
||||
```
|
||||
|
||||
### `mem0 version`
|
||||
|
||||
Print the CLI version.
|
||||
|
||||
```bash
|
||||
mem0 version
|
||||
```
|
||||
|
||||
## Agent mode
|
||||
|
||||
Pass `--agent` (or its alias `--json`) as a **global flag** on any command to get output designed for AI agent tool loops:
|
||||
|
||||
```bash
|
||||
mem0 --agent search "user preferences" --user-id alice
|
||||
mem0 --agent add "User prefers dark mode" --user-id alice
|
||||
mem0 --agent list --user-id alice
|
||||
mem0 --agent delete --all --user-id alice --force
|
||||
```
|
||||
|
||||
Every command returns the same envelope shape:
|
||||
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "search",
|
||||
"duration_ms": 134,
|
||||
"scope": { "user_id": "alice" },
|
||||
"count": 2,
|
||||
"data": [
|
||||
{ "id": "abc-123", "memory": "User prefers dark mode", "score": 0.97, "created_at": "2026-01-15", "categories": ["preferences"] }
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
What agent mode does differently from `--output json`:
|
||||
|
||||
- **Sanitized `data`**: only the fields an agent needs (id, memory, score, etc.) — no internal API noise
|
||||
- **No human output**: spinners, colors, and banners are suppressed entirely
|
||||
- **Errors as JSON**: errors go to stdout as `{"status": "error", "command": "...", "error": "..."}` with a non-zero exit code
|
||||
|
||||
Use `mem0 help --json` to get the full command tree as JSON — useful for agents that need to self-discover available commands.
|
||||
|
||||
## Output formats
|
||||
|
||||
Control how results are displayed with `--output`:
|
||||
|
||||
| Format | Description |
|
||||
|--------|-------------|
|
||||
| `text` | Human-readable with colors and formatting (default) |
|
||||
| `json` | Structured JSON for piping to `jq` (raw API response) |
|
||||
| `table` | Tabular format (default for `list`) |
|
||||
| `quiet` | Minimal — just IDs or status codes |
|
||||
| `agent` | Structured JSON envelope with sanitized fields (set by `--agent`/`--json`) |
|
||||
|
||||
## Global flags
|
||||
|
||||
These flags are available on all commands:
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--json` | Enable agent mode: structured JSON envelope output, no colors or spinners |
|
||||
| `--agent` | Alias for `--json` |
|
||||
| `--api-key` | Override the configured API key for this request |
|
||||
| `--base-url` | Override the configured API base URL for this request |
|
||||
| `-o, --output` | Set the output format |
|
||||
|
||||
## Environment variables
|
||||
|
||||
| Variable | Description |
|
||||
|----------|-------------|
|
||||
| `MEM0_API_KEY` | API key (overrides config file) |
|
||||
| `MEM0_BASE_URL` | API base URL |
|
||||
| `MEM0_USER_ID` | Default user ID |
|
||||
| `MEM0_AGENT_ID` | Default agent ID |
|
||||
| `MEM0_APP_ID` | Default app ID |
|
||||
| `MEM0_RUN_ID` | Default run ID |
|
||||
| `MEM0_ENABLE_GRAPH` | Enable graph memory (`true` / `false`) |
|
||||
|
||||
Environment variables take precedence over values in the config file, which take precedence over defaults.
|
||||
|
||||
## Development
|
||||
|
||||
```bash
|
||||
cd cli/node
|
||||
pnpm install
|
||||
|
||||
# Development mode (runs TypeScript directly, no build needed)
|
||||
pnpm dev --help
|
||||
pnpm dev add "test memory" --user-id alice
|
||||
pnpm dev search "test" --user-id alice
|
||||
|
||||
# Or build first, then run the compiled JS
|
||||
pnpm build
|
||||
node dist/index.js --help
|
||||
```
|
||||
|
||||
## Documentation
|
||||
|
||||
Full documentation is available at [docs.mem0.ai/platform/cli](https://docs.mem0.ai/platform/cli).
|
||||
|
||||
## License
|
||||
|
||||
Apache-2.0
|
||||
@@ -0,0 +1,91 @@
|
||||
# Development
|
||||
|
||||
## Prerequisites
|
||||
|
||||
- Node.js **18+**
|
||||
- pnpm (`npm install -g pnpm`)
|
||||
|
||||
## Setup
|
||||
|
||||
From the `node/` directory:
|
||||
|
||||
```bash
|
||||
pnpm install
|
||||
```
|
||||
|
||||
## Running the CLI
|
||||
|
||||
There are two ways to run the CLI during development:
|
||||
|
||||
### Option 1: Development mode (no build needed)
|
||||
|
||||
Uses `tsx` to run TypeScript directly. Pass CLI arguments after `pnpm dev`:
|
||||
|
||||
```bash
|
||||
pnpm dev --help
|
||||
pnpm dev version
|
||||
pnpm dev add "test memory" --user-id alice
|
||||
pnpm dev search "test" --user-id alice
|
||||
pnpm dev config show
|
||||
```
|
||||
|
||||
> **Note:** Do NOT use `pnpm dev -- --help`. With pnpm, arguments pass through directly — adding `--` inserts a literal `--` that breaks the CLI parser.
|
||||
|
||||
### Option 2: Build and run compiled JS
|
||||
|
||||
```bash
|
||||
# Build first
|
||||
pnpm build
|
||||
|
||||
# Run the compiled CLI
|
||||
node dist/index.js --help
|
||||
node dist/index.js version
|
||||
node dist/index.js add "test memory" --user-id alice
|
||||
```
|
||||
|
||||
### Option 3: Link globally (makes `mem0` available system-wide)
|
||||
|
||||
```bash
|
||||
pnpm build
|
||||
pnpm link --global
|
||||
|
||||
# Now use it like a normal CLI
|
||||
mem0 --help
|
||||
mem0 version
|
||||
```
|
||||
|
||||
> **Warning:** If you also have the Python CLI installed, both register the `mem0` command. The last one linked/installed wins. Unlink with `pnpm unlink --global`.
|
||||
|
||||
## Build
|
||||
|
||||
```bash
|
||||
pnpm build
|
||||
```
|
||||
|
||||
The compiled output is in `dist/`.
|
||||
|
||||
## Run tests
|
||||
|
||||
```bash
|
||||
# Run all tests
|
||||
pnpm test
|
||||
|
||||
# Watch mode
|
||||
pnpm test:watch
|
||||
```
|
||||
|
||||
## Lint
|
||||
|
||||
```bash
|
||||
# Check
|
||||
pnpm lint
|
||||
|
||||
# Auto-fix
|
||||
pnpm lint:fix
|
||||
```
|
||||
|
||||
## Type checking
|
||||
|
||||
```bash
|
||||
pnpm typecheck
|
||||
```
|
||||
@@ -0,0 +1,47 @@
|
||||
{
|
||||
"name": "@mem0/cli",
|
||||
"version": "0.2.2",
|
||||
"description": "The official CLI for mem0 — the memory layer for AI agents",
|
||||
"type": "module",
|
||||
"bin": {
|
||||
"mem0": "./dist/index.js"
|
||||
},
|
||||
"scripts": {
|
||||
"build": "tsup",
|
||||
"dev": "tsx src/index.ts",
|
||||
"test": "vitest run",
|
||||
"test:watch": "vitest",
|
||||
"lint": "biome check src/",
|
||||
"lint:fix": "biome check --write src/",
|
||||
"typecheck": "tsc --noEmit"
|
||||
},
|
||||
"engines": {
|
||||
"node": ">=18.0.0"
|
||||
},
|
||||
"license": "Apache-2.0",
|
||||
"author": "mem0.ai <founders@mem0.ai>",
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/mem0ai/mem0",
|
||||
"directory": "cli/node"
|
||||
},
|
||||
"keywords": ["mem0", "memory", "ai", "agents", "cli"],
|
||||
"publishConfig": {
|
||||
"access": "public"
|
||||
},
|
||||
"dependencies": {
|
||||
"commander": "^12.0.0",
|
||||
"chalk": "^5.3.0",
|
||||
"cli-table3": "^0.6.4",
|
||||
"ora": "^8.0.0",
|
||||
"boxen": "^7.1.0"
|
||||
},
|
||||
"devDependencies": {
|
||||
"typescript": "^5.4.0",
|
||||
"tsup": "^8.0.0",
|
||||
"tsx": "^4.7.0",
|
||||
"vitest": "^1.5.0",
|
||||
"@biomejs/biome": "^1.7.0",
|
||||
"@types/node": "^20.0.0"
|
||||
}
|
||||
}
|
||||
Generated
+2066
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,130 @@
|
||||
/**
|
||||
* Abstract backend interface and factory.
|
||||
*/
|
||||
|
||||
import type { Mem0Config } from "../config.js";
|
||||
import { PlatformBackend } from "./platform.js";
|
||||
|
||||
export interface AddOptions {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
metadata?: Record<string, unknown>;
|
||||
immutable?: boolean;
|
||||
infer?: boolean;
|
||||
expires?: string;
|
||||
categories?: string[];
|
||||
enableGraph?: boolean;
|
||||
}
|
||||
|
||||
export interface SearchOptions {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
topK?: number;
|
||||
threshold?: number;
|
||||
rerank?: boolean;
|
||||
keyword?: boolean;
|
||||
filters?: Record<string, unknown>;
|
||||
fields?: string[];
|
||||
enableGraph?: boolean;
|
||||
}
|
||||
|
||||
export interface ListOptions {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
page?: number;
|
||||
pageSize?: number;
|
||||
category?: string;
|
||||
after?: string;
|
||||
before?: string;
|
||||
enableGraph?: boolean;
|
||||
}
|
||||
|
||||
export interface DeleteOptions {
|
||||
all?: boolean;
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
}
|
||||
|
||||
export interface EntityIds {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
}
|
||||
|
||||
export interface Backend {
|
||||
add(
|
||||
content?: string,
|
||||
messages?: Record<string, unknown>[],
|
||||
opts?: AddOptions,
|
||||
): Promise<Record<string, unknown>>;
|
||||
|
||||
search(
|
||||
query: string,
|
||||
opts?: SearchOptions,
|
||||
): Promise<Record<string, unknown>[]>;
|
||||
|
||||
get(memoryId: string): Promise<Record<string, unknown>>;
|
||||
|
||||
listMemories(opts?: ListOptions): Promise<Record<string, unknown>[]>;
|
||||
|
||||
update(
|
||||
memoryId: string,
|
||||
content?: string,
|
||||
metadata?: Record<string, unknown>,
|
||||
): Promise<Record<string, unknown>>;
|
||||
|
||||
delete(
|
||||
memoryId?: string,
|
||||
opts?: DeleteOptions,
|
||||
): Promise<Record<string, unknown>>;
|
||||
|
||||
deleteEntities(opts: EntityIds): Promise<Record<string, unknown>>;
|
||||
|
||||
ping(): Promise<Record<string, unknown>>;
|
||||
|
||||
status(opts?: { userId?: string; agentId?: string }): Promise<
|
||||
Record<string, unknown>
|
||||
>;
|
||||
|
||||
entities(entityType: string): Promise<Record<string, unknown>[]>;
|
||||
|
||||
listEvents(): Promise<Record<string, unknown>[]>;
|
||||
|
||||
getEvent(eventId: string): Promise<Record<string, unknown>>;
|
||||
}
|
||||
|
||||
export class AuthError extends Error {
|
||||
constructor(
|
||||
message = "Authentication failed. Your API key may be invalid or expired.",
|
||||
) {
|
||||
super(message);
|
||||
this.name = "AuthError";
|
||||
}
|
||||
}
|
||||
|
||||
export class NotFoundError extends Error {
|
||||
constructor(path: string) {
|
||||
super(`Resource not found: ${path}`);
|
||||
this.name = "NotFoundError";
|
||||
}
|
||||
}
|
||||
|
||||
export class APIError extends Error {
|
||||
constructor(path: string, detail: string) {
|
||||
super(`Bad request to ${path}: ${detail}`);
|
||||
this.name = "APIError";
|
||||
}
|
||||
}
|
||||
|
||||
export function getBackend(config: Mem0Config): Backend {
|
||||
return new PlatformBackend(config.platform);
|
||||
}
|
||||
@@ -0,0 +1,14 @@
|
||||
/**
|
||||
* Backend factory re-export.
|
||||
*/
|
||||
|
||||
export { getBackend } from "./base.js";
|
||||
export type {
|
||||
Backend,
|
||||
AddOptions,
|
||||
SearchOptions,
|
||||
ListOptions,
|
||||
DeleteOptions,
|
||||
EntityIds,
|
||||
} from "./base.js";
|
||||
export { AuthError, NotFoundError, APIError } from "./base.js";
|
||||
@@ -0,0 +1,360 @@
|
||||
/**
|
||||
* Platform (SaaS) backend — communicates with api.mem0.ai.
|
||||
*/
|
||||
|
||||
import type { PlatformConfig } from "../config.js";
|
||||
import { isAgentMode } from "../state.js";
|
||||
import { CLI_VERSION } from "../version.js";
|
||||
import {
|
||||
APIError,
|
||||
type AddOptions,
|
||||
AuthError,
|
||||
type Backend,
|
||||
type DeleteOptions,
|
||||
type EntityIds,
|
||||
type ListOptions,
|
||||
NotFoundError,
|
||||
type SearchOptions,
|
||||
} from "./base.js";
|
||||
|
||||
export class PlatformBackend implements Backend {
|
||||
private baseUrl: string;
|
||||
private headers: Record<string, string>;
|
||||
|
||||
constructor(config: PlatformConfig) {
|
||||
this.baseUrl = config.baseUrl.replace(/\/+$/, "");
|
||||
this.headers = {
|
||||
Authorization: `Token ${config.apiKey}`,
|
||||
"Content-Type": "application/json",
|
||||
"X-Mem0-Source": "cli",
|
||||
"X-Mem0-Client-Language": "node",
|
||||
"X-Mem0-Client-Version": CLI_VERSION,
|
||||
};
|
||||
}
|
||||
|
||||
private async _request(
|
||||
method: string,
|
||||
path: string,
|
||||
opts?: { json?: unknown; params?: Record<string, string> },
|
||||
): Promise<unknown> {
|
||||
let url = `${this.baseUrl}${path}`;
|
||||
if (opts?.params) {
|
||||
const qs = new URLSearchParams(opts.params).toString();
|
||||
url += `?${qs}`;
|
||||
}
|
||||
|
||||
const headers = {
|
||||
...this.headers,
|
||||
"X-Mem0-Caller-Type": isAgentMode() ? "agent" : "user",
|
||||
};
|
||||
|
||||
const fetchOpts: RequestInit = {
|
||||
method,
|
||||
headers,
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
};
|
||||
if (opts?.json) {
|
||||
fetchOpts.body = JSON.stringify(opts.json);
|
||||
}
|
||||
|
||||
const resp = await fetch(url, fetchOpts);
|
||||
|
||||
if (resp.status === 401) {
|
||||
throw new AuthError();
|
||||
}
|
||||
if (resp.status === 404) {
|
||||
throw new NotFoundError(path);
|
||||
}
|
||||
if (resp.status === 400) {
|
||||
let detail: string;
|
||||
try {
|
||||
const body = (await resp.json()) as Record<string, unknown>;
|
||||
detail =
|
||||
((body.detail ?? body.message ?? JSON.stringify(body)) as string) ??
|
||||
resp.statusText;
|
||||
} catch {
|
||||
detail = resp.statusText;
|
||||
}
|
||||
throw new APIError(path, detail);
|
||||
}
|
||||
if (!resp.ok) {
|
||||
let detail: string = resp.statusText;
|
||||
try {
|
||||
const body = (await resp.json()) as Record<string, unknown>;
|
||||
detail = (body.detail ?? body.message ?? resp.statusText) as string;
|
||||
} catch {
|
||||
/* ignore */
|
||||
}
|
||||
throw new Error(`HTTP ${resp.status}: ${detail}`);
|
||||
}
|
||||
if (resp.status === 204) {
|
||||
return {};
|
||||
}
|
||||
return resp.json();
|
||||
}
|
||||
|
||||
async add(
|
||||
content?: string,
|
||||
messages?: Record<string, unknown>[],
|
||||
opts: AddOptions = {},
|
||||
): Promise<Record<string, unknown>> {
|
||||
const payload: Record<string, unknown> = {};
|
||||
|
||||
if (messages) {
|
||||
payload.messages = messages;
|
||||
} else if (content) {
|
||||
payload.messages = [{ role: "user", content }];
|
||||
}
|
||||
|
||||
if (opts.userId) payload.user_id = opts.userId;
|
||||
if (opts.agentId) payload.agent_id = opts.agentId;
|
||||
if (opts.appId) payload.app_id = opts.appId;
|
||||
if (opts.runId) payload.run_id = opts.runId;
|
||||
if (opts.metadata) payload.metadata = opts.metadata;
|
||||
if (opts.immutable) payload.immutable = true;
|
||||
if (opts.infer === false) payload.infer = false;
|
||||
if (opts.expires) payload.expiration_date = opts.expires;
|
||||
if (opts.categories) payload.categories = opts.categories;
|
||||
if (opts.enableGraph) payload.enable_graph = true;
|
||||
|
||||
return (await this._request("POST", "/v1/memories/", {
|
||||
json: payload,
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
|
||||
private _buildFilters(opts: {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
extraFilters?: Record<string, unknown>;
|
||||
}): Record<string, unknown> | undefined {
|
||||
// If caller passed a pre-built filter structure, use it directly
|
||||
if (
|
||||
opts.extraFilters &&
|
||||
("AND" in opts.extraFilters || "OR" in opts.extraFilters)
|
||||
) {
|
||||
return opts.extraFilters;
|
||||
}
|
||||
|
||||
const andConditions: Record<string, unknown>[] = [];
|
||||
if (opts.userId) andConditions.push({ user_id: opts.userId });
|
||||
if (opts.agentId) andConditions.push({ agent_id: opts.agentId });
|
||||
if (opts.appId) andConditions.push({ app_id: opts.appId });
|
||||
if (opts.runId) andConditions.push({ run_id: opts.runId });
|
||||
|
||||
if (opts.extraFilters) {
|
||||
for (const [k, v] of Object.entries(opts.extraFilters)) {
|
||||
andConditions.push({ [k]: v });
|
||||
}
|
||||
}
|
||||
|
||||
if (andConditions.length === 1) return andConditions[0];
|
||||
if (andConditions.length > 1) return { AND: andConditions };
|
||||
return undefined;
|
||||
}
|
||||
|
||||
async search(
|
||||
query: string,
|
||||
opts: SearchOptions = {},
|
||||
): Promise<Record<string, unknown>[]> {
|
||||
const payload: Record<string, unknown> = {
|
||||
query,
|
||||
top_k: opts.topK ?? 10,
|
||||
threshold: opts.threshold ?? 0.3,
|
||||
};
|
||||
|
||||
const apiFilters = this._buildFilters({
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
extraFilters: opts.filters,
|
||||
});
|
||||
if (apiFilters) payload.filters = apiFilters;
|
||||
if (opts.rerank) payload.rerank = true;
|
||||
if (opts.keyword) payload.keyword_search = true;
|
||||
if (opts.fields) payload.fields = opts.fields;
|
||||
if (opts.enableGraph) payload.enable_graph = true;
|
||||
|
||||
const result = (await this._request("POST", "/v2/memories/search/", {
|
||||
json: payload,
|
||||
})) as unknown;
|
||||
if (Array.isArray(result)) return result;
|
||||
const obj = result as Record<string, unknown>;
|
||||
return (obj.results ?? obj.memories ?? []) as Record<string, unknown>[];
|
||||
}
|
||||
|
||||
async get(memoryId: string): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", `/v1/memories/${memoryId}/`)) as Record<
|
||||
string,
|
||||
unknown
|
||||
>;
|
||||
}
|
||||
|
||||
async listMemories(
|
||||
opts: ListOptions = {},
|
||||
): Promise<Record<string, unknown>[]> {
|
||||
const payload: Record<string, unknown> = {};
|
||||
const params: Record<string, string> = {
|
||||
page: String(opts.page ?? 1),
|
||||
page_size: String(opts.pageSize ?? 100),
|
||||
};
|
||||
|
||||
const extra: Record<string, unknown> = {};
|
||||
if (opts.category) {
|
||||
extra.categories = { contains: opts.category };
|
||||
}
|
||||
if (opts.after) {
|
||||
extra.created_at = {
|
||||
...(extra.created_at as Record<string, unknown> | undefined),
|
||||
gte: opts.after,
|
||||
};
|
||||
}
|
||||
if (opts.before) {
|
||||
extra.created_at = {
|
||||
...(extra.created_at as Record<string, unknown> | undefined),
|
||||
lte: opts.before,
|
||||
};
|
||||
}
|
||||
|
||||
const apiFilters = this._buildFilters({
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
extraFilters: Object.keys(extra).length > 0 ? extra : undefined,
|
||||
});
|
||||
if (apiFilters) payload.filters = apiFilters;
|
||||
if (opts.enableGraph) payload.enable_graph = true;
|
||||
|
||||
const result = (await this._request("POST", "/v2/memories/", {
|
||||
json: payload,
|
||||
params,
|
||||
})) as unknown;
|
||||
if (Array.isArray(result)) return result;
|
||||
const obj = result as Record<string, unknown>;
|
||||
return (obj.results ?? obj.memories ?? []) as Record<string, unknown>[];
|
||||
}
|
||||
|
||||
async update(
|
||||
memoryId: string,
|
||||
content?: string,
|
||||
metadata?: Record<string, unknown>,
|
||||
): Promise<Record<string, unknown>> {
|
||||
const payload: Record<string, unknown> = {};
|
||||
if (content) payload.text = content;
|
||||
if (metadata) payload.metadata = metadata;
|
||||
return (await this._request("PUT", `/v1/memories/${memoryId}/`, {
|
||||
json: payload,
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
|
||||
async delete(
|
||||
memoryId?: string,
|
||||
opts: DeleteOptions = {},
|
||||
): Promise<Record<string, unknown>> {
|
||||
if (opts.all) {
|
||||
const params: Record<string, string> = {};
|
||||
if (opts.userId) params.user_id = opts.userId;
|
||||
if (opts.agentId) params.agent_id = opts.agentId;
|
||||
if (opts.appId) params.app_id = opts.appId;
|
||||
if (opts.runId) params.run_id = opts.runId;
|
||||
return (await this._request("DELETE", "/v1/memories/", {
|
||||
params,
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
if (memoryId) {
|
||||
return (await this._request(
|
||||
"DELETE",
|
||||
`/v1/memories/${memoryId}/`,
|
||||
)) as Record<string, unknown>;
|
||||
}
|
||||
throw new Error("Either memoryId or --all is required");
|
||||
}
|
||||
|
||||
async deleteEntities(opts: EntityIds): Promise<Record<string, unknown>> {
|
||||
// v2 endpoint: DELETE /v2/entities/{entity_type}/{entity_id}/
|
||||
const typeMap: [string, string | undefined][] = [
|
||||
["user", opts.userId],
|
||||
["agent", opts.agentId],
|
||||
["app", opts.appId],
|
||||
["run", opts.runId],
|
||||
];
|
||||
const entities = typeMap.filter(([, v]) => v) as [string, string][];
|
||||
if (entities.length === 0) {
|
||||
throw new Error("At least one entity ID is required for deleteEntities.");
|
||||
}
|
||||
// Delete each provided entity via the v2 path-based endpoint
|
||||
let result: Record<string, unknown> = {};
|
||||
for (const [entityType, entityId] of entities) {
|
||||
result = (await this._request(
|
||||
"DELETE",
|
||||
`/v2/entities/${entityType}/${entityId}/`,
|
||||
)) as Record<string, unknown>;
|
||||
}
|
||||
return result;
|
||||
}
|
||||
|
||||
async ping(): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", "/v1/ping/")) as Record<string, unknown>;
|
||||
}
|
||||
|
||||
async status(
|
||||
opts: { userId?: string; agentId?: string } = {},
|
||||
): Promise<Record<string, unknown>> {
|
||||
try {
|
||||
await this.ping();
|
||||
return { connected: true, backend: "platform", base_url: this.baseUrl };
|
||||
} catch (e) {
|
||||
return {
|
||||
connected: false,
|
||||
backend: "platform",
|
||||
error: e instanceof Error ? e.message : String(e),
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
async entities(entityType: string): Promise<Record<string, unknown>[]> {
|
||||
const result = (await this._request("GET", "/v1/entities/")) as unknown;
|
||||
let items: Record<string, unknown>[];
|
||||
if (Array.isArray(result)) {
|
||||
items = result;
|
||||
} else {
|
||||
items = ((result as Record<string, unknown>).results ?? []) as Record<
|
||||
string,
|
||||
unknown
|
||||
>[];
|
||||
}
|
||||
|
||||
const typeMap: Record<string, string> = {
|
||||
users: "user",
|
||||
agents: "agent",
|
||||
apps: "app",
|
||||
runs: "run",
|
||||
};
|
||||
const targetType = typeMap[entityType];
|
||||
if (targetType) {
|
||||
items = items.filter(
|
||||
(e) => (e.type as string | undefined)?.toLowerCase() === targetType,
|
||||
);
|
||||
}
|
||||
return items;
|
||||
}
|
||||
|
||||
async listEvents(): Promise<Record<string, unknown>[]> {
|
||||
const result = (await this._request("GET", "/v1/events/")) as unknown;
|
||||
if (Array.isArray(result)) return result;
|
||||
return ((result as Record<string, unknown>).results ?? []) as Record<
|
||||
string,
|
||||
unknown
|
||||
>[];
|
||||
}
|
||||
|
||||
async getEvent(eventId: string): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", `/v1/event/${eventId}/`)) as Record<
|
||||
string,
|
||||
unknown
|
||||
>;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,172 @@
|
||||
/**
|
||||
* Branding and ASCII art for mem0 CLI.
|
||||
*/
|
||||
|
||||
import chalk from "chalk";
|
||||
import ora, { type Ora } from "ora";
|
||||
import { getCurrentCommand, isAgentMode } from "./state.js";
|
||||
import { CLI_VERSION } from "./version.js";
|
||||
|
||||
export const LOGO = `
|
||||
███╗ ███╗███████╗███╗ ███╗ ██████╗ ██████╗██╗ ██╗
|
||||
████╗ ████║██╔════╝████╗ ████║██╔═████╗ ██╔════╝██║ ██║
|
||||
██╔████╔██║█████╗ ██╔████╔██║██║██╔██║ ██║ ██║ ██║
|
||||
██║╚██╔╝██║██╔══╝ ██║╚██╔╝██║████╔╝██║ ██║ ██║ ██║
|
||||
██║ ╚═╝ ██║███████╗██║ ╚═╝ ██║╚██████╔╝ ╚██████╗███████╗██║
|
||||
╚═╝ ╚═╝╚══════╝╚═╝ ╚═╝ ╚═════╝ ╚═════╝╚══════╝╚═╝
|
||||
`;
|
||||
|
||||
export const LOGO_MINI = "◆ mem0";
|
||||
export const TAGLINE = "The Memory Layer for AI Agents";
|
||||
|
||||
export const BRAND_COLOR = "#8b5cf6";
|
||||
export const ACCENT_COLOR = "#a78bfa";
|
||||
export const SUCCESS_COLOR = "#22c55e";
|
||||
export const ERROR_COLOR = "#ef4444";
|
||||
export const WARNING_COLOR = "#f59e0b";
|
||||
export const DIM_COLOR = "#6b7280";
|
||||
|
||||
const brand = chalk.hex(BRAND_COLOR);
|
||||
const accent = chalk.hex(ACCENT_COLOR);
|
||||
const success = chalk.hex(SUCCESS_COLOR);
|
||||
const error = chalk.hex(ERROR_COLOR);
|
||||
const warning = chalk.hex(WARNING_COLOR);
|
||||
const dim = chalk.hex(DIM_COLOR);
|
||||
|
||||
/**
|
||||
* Choose a symbol based on TTY/NO_COLOR. Fancy for interactive terminals,
|
||||
* plain-text for piped/non-TTY or NO_COLOR environments.
|
||||
*/
|
||||
export function sym(fancy: string, plain: string): string {
|
||||
if (!process.stdout.isTTY || process.env.NO_COLOR) return plain;
|
||||
return fancy;
|
||||
}
|
||||
|
||||
export function printBanner(): void {
|
||||
if (isAgentMode()) return;
|
||||
const pad = 3; // horizontal padding each side (matches Rich's padding=(0, 2))
|
||||
const logoLines = LOGO.trimEnd().split("\n");
|
||||
const tagline = ` ${TAGLINE}`;
|
||||
const subtitle = `Node.js SDK · v${CLI_VERSION}`;
|
||||
const contentLines = ["", ...logoLines, "", tagline, ""];
|
||||
|
||||
// Compute inner width from longest content line + padding both sides
|
||||
const maxContent = Math.max(...contentLines.map((l) => l.length));
|
||||
const innerWidth = maxContent + pad * 2;
|
||||
const totalWidth = innerWidth + 2; // + 2 for │ borders
|
||||
|
||||
const topBorder = brand(`╭${"─".repeat(totalWidth - 2)}╮`);
|
||||
const subtitleFill = totalWidth - 2 - subtitle.length - 3; // 3 = "─ " before subtitle + "─" after
|
||||
const bottomBorder = brand(
|
||||
`╰${"─".repeat(subtitleFill)} ${dim(subtitle)} ${"─"}╯`,
|
||||
);
|
||||
|
||||
const body = contentLines.map((line) => {
|
||||
const rightPad = innerWidth - pad - line.length;
|
||||
return `${brand("│")}${" ".repeat(pad)}${brand.bold(line)}${" ".repeat(Math.max(rightPad, 0))}${brand("│")}`;
|
||||
});
|
||||
// Re-color tagline line with accent instead of brand.bold
|
||||
const taglineIdx = body.length - 2; // second-to-last (before trailing empty line)
|
||||
const taglineRightPad = innerWidth - pad - tagline.length;
|
||||
body[taglineIdx] =
|
||||
`${brand("│")}${" ".repeat(pad)}${accent(tagline)}${" ".repeat(Math.max(taglineRightPad, 0))}${brand("│")}`;
|
||||
|
||||
console.log(topBorder);
|
||||
for (const line of body) console.log(line);
|
||||
console.log(bottomBorder);
|
||||
}
|
||||
|
||||
export function printSuccess(message: string): void {
|
||||
if (isAgentMode()) return;
|
||||
console.log(`${success(sym("✓", "[ok]"))} ${message}`);
|
||||
}
|
||||
|
||||
export function printError(message: string, hint?: string): void {
|
||||
if (isAgentMode()) {
|
||||
const envelope = {
|
||||
status: "error",
|
||||
command: getCurrentCommand(),
|
||||
error: message,
|
||||
data: null,
|
||||
};
|
||||
console.log(JSON.stringify(envelope));
|
||||
return;
|
||||
}
|
||||
console.error(`${error(`${sym("✗", "[error]")} Error:`)} ${message}`);
|
||||
const resolvedHint =
|
||||
hint ??
|
||||
(message.includes("Authentication failed")
|
||||
? `Run ${brand("mem0 init")} to reconfigure your API key · https://app.mem0.ai/dashboard/api-keys`
|
||||
: undefined);
|
||||
if (resolvedHint) {
|
||||
console.error(` ${dim(resolvedHint)}`);
|
||||
}
|
||||
}
|
||||
|
||||
export function printWarning(message: string): void {
|
||||
console.error(`${warning(sym("⚠", "[warn]"))} ${message}`);
|
||||
}
|
||||
|
||||
export function printInfo(message: string): void {
|
||||
if (isAgentMode()) return;
|
||||
console.error(`${brand(sym("◆", "*"))} ${message}`);
|
||||
}
|
||||
|
||||
export function printScope(ids: Record<string, string | undefined>): void {
|
||||
if (isAgentMode()) return;
|
||||
const parts: string[] = [];
|
||||
for (const [key, val] of Object.entries(ids)) {
|
||||
if (val) {
|
||||
parts.push(`${key}=${val}`);
|
||||
}
|
||||
}
|
||||
if (parts.length > 0) {
|
||||
console.error(` ${dim(`Scope: ${parts.join(", ")}`)}`);
|
||||
}
|
||||
}
|
||||
|
||||
export interface TimedStatusContext {
|
||||
successMsg: string;
|
||||
errorMsg: string;
|
||||
}
|
||||
|
||||
/**
|
||||
* Run an async function with a spinner, timing the operation.
|
||||
* Equivalent to Python's timed_status context manager.
|
||||
*/
|
||||
export async function timedStatus<T>(
|
||||
message: string,
|
||||
fn: (ctx: TimedStatusContext) => Promise<T>,
|
||||
): Promise<T> {
|
||||
if (isAgentMode()) {
|
||||
const ctx: TimedStatusContext = { successMsg: "", errorMsg: "" };
|
||||
return fn(ctx);
|
||||
}
|
||||
const ctx: TimedStatusContext = { successMsg: "", errorMsg: "" };
|
||||
const spinner = ora({
|
||||
text: dim(message),
|
||||
color: "yellow",
|
||||
stream: process.stderr,
|
||||
}).start();
|
||||
const start = performance.now();
|
||||
|
||||
try {
|
||||
const result = await fn(ctx);
|
||||
const elapsed = ((performance.now() - start) / 1000).toFixed(2);
|
||||
spinner.stop();
|
||||
if (ctx.successMsg) {
|
||||
console.error(`${success("✓")} ${ctx.successMsg} (${elapsed}s)`);
|
||||
}
|
||||
return result;
|
||||
} catch (err) {
|
||||
const elapsed = ((performance.now() - start) / 1000).toFixed(2);
|
||||
spinner.stop();
|
||||
if (ctx.errorMsg) {
|
||||
printError(`${ctx.errorMsg} (${elapsed}s)`);
|
||||
}
|
||||
throw err;
|
||||
}
|
||||
}
|
||||
|
||||
/** Format helpers using brand colors for external use. */
|
||||
export const colors = { brand, accent, success, error, warning, dim };
|
||||
@@ -0,0 +1,111 @@
|
||||
/**
|
||||
* Config management commands: show, set, get.
|
||||
*/
|
||||
|
||||
import Table from "cli-table3";
|
||||
import { colors, printError, printSuccess } from "../branding.js";
|
||||
import {
|
||||
getNestedValue,
|
||||
loadConfig,
|
||||
redactKey,
|
||||
saveConfig,
|
||||
setNestedValue,
|
||||
} from "../config.js";
|
||||
import { formatAgentEnvelope, formatJsonEnvelope } from "../output.js";
|
||||
import { isAgentMode, setCurrentCommand } from "../state.js";
|
||||
|
||||
const { brand, accent, dim } = colors;
|
||||
|
||||
export function cmdConfigShow(opts: { output?: string } = {}): void {
|
||||
setCurrentCommand("config show");
|
||||
const config = loadConfig();
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "config show",
|
||||
data: {
|
||||
defaults: {
|
||||
user_id: config.defaults.userId || null,
|
||||
agent_id: config.defaults.agentId || null,
|
||||
app_id: config.defaults.appId || null,
|
||||
run_id: config.defaults.runId || null,
|
||||
enable_graph: config.defaults.enableGraph,
|
||||
},
|
||||
platform: {
|
||||
api_key: redactKey(config.platform.apiKey),
|
||||
base_url: config.platform.baseUrl,
|
||||
},
|
||||
},
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
console.log();
|
||||
console.log(` ${brand("◆ mem0 Configuration")}\n`);
|
||||
|
||||
const table = new Table({
|
||||
head: [accent("Key"), accent("Value")],
|
||||
style: { head: [], border: [] },
|
||||
});
|
||||
|
||||
// Defaults
|
||||
table.push(["defaults.user_id", config.defaults.userId || dim("(not set)")]);
|
||||
table.push([
|
||||
"defaults.agent_id",
|
||||
config.defaults.agentId || dim("(not set)"),
|
||||
]);
|
||||
table.push(["defaults.app_id", config.defaults.appId || dim("(not set)")]);
|
||||
table.push(["defaults.run_id", config.defaults.runId || dim("(not set)")]);
|
||||
table.push(["defaults.enable_graph", String(config.defaults.enableGraph)]);
|
||||
table.push(["", ""]);
|
||||
|
||||
// Platform
|
||||
table.push(["platform.api_key", redactKey(config.platform.apiKey)]);
|
||||
table.push(["platform.base_url", config.platform.baseUrl]);
|
||||
|
||||
console.log(table.toString());
|
||||
console.log();
|
||||
}
|
||||
|
||||
export function cmdConfigGet(key: string): void {
|
||||
setCurrentCommand("config get");
|
||||
const config = loadConfig();
|
||||
const value = getNestedValue(config, key);
|
||||
|
||||
if (value === undefined) {
|
||||
printError(`Unknown config key: ${key}`);
|
||||
} else {
|
||||
// Redact secrets
|
||||
const displayValue =
|
||||
key.includes("api_key") || key.split(".").pop() === "key"
|
||||
? redactKey(String(value))
|
||||
: String(value);
|
||||
if (isAgentMode()) {
|
||||
formatAgentEnvelope({
|
||||
command: "config get",
|
||||
data: { key, value: displayValue },
|
||||
});
|
||||
} else {
|
||||
console.log(displayValue);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export function cmdConfigSet(key: string, value: string): void {
|
||||
setCurrentCommand("config set");
|
||||
const config = loadConfig();
|
||||
if (setNestedValue(config, key, value)) {
|
||||
saveConfig(config);
|
||||
const display = key.includes("key") ? redactKey(value) : value;
|
||||
if (isAgentMode()) {
|
||||
formatAgentEnvelope({
|
||||
command: "config set",
|
||||
data: { key, value: display },
|
||||
});
|
||||
} else {
|
||||
printSuccess(`${key} = ${display}`);
|
||||
}
|
||||
} else {
|
||||
printError(`Unknown config key: ${key}`);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,168 @@
|
||||
/**
|
||||
* Entity management commands.
|
||||
*/
|
||||
|
||||
import readline from "node:readline";
|
||||
import Table from "cli-table3";
|
||||
import type { Backend } from "../backend/base.js";
|
||||
import {
|
||||
colors,
|
||||
printError,
|
||||
printInfo,
|
||||
printSuccess,
|
||||
timedStatus,
|
||||
} from "../branding.js";
|
||||
import { formatAgentEnvelope, formatJson } from "../output.js";
|
||||
import { setCurrentCommand } from "../state.js";
|
||||
|
||||
const { brand, accent, dim } = colors;
|
||||
|
||||
const VALID_TYPES = new Set(["users", "agents", "apps", "runs"]);
|
||||
|
||||
export async function cmdEntitiesList(
|
||||
backend: Backend,
|
||||
entityType: string,
|
||||
opts: { output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("entity list");
|
||||
if (!VALID_TYPES.has(entityType)) {
|
||||
printError(
|
||||
`Invalid entity type: ${entityType}. Use: ${[...VALID_TYPES].join(", ")}`,
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let results: Record<string, unknown>[];
|
||||
try {
|
||||
results = await timedStatus(`Fetching ${entityType}...`, async () => {
|
||||
return backend.entities(entityType);
|
||||
});
|
||||
} catch (e) {
|
||||
printError(
|
||||
e instanceof Error ? e.message : String(e),
|
||||
"This feature may require the mem0 Platform.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "entity list",
|
||||
data: results,
|
||||
count: results.length,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
if (!results.length) {
|
||||
printInfo(`No ${entityType} found.`);
|
||||
return;
|
||||
}
|
||||
|
||||
const table = new Table({
|
||||
head: [accent("Name / ID"), accent("Created")],
|
||||
style: { head: [], border: [] },
|
||||
});
|
||||
|
||||
for (const entity of results) {
|
||||
const name = String(entity.name ?? entity.id ?? "—");
|
||||
const created = String(entity.created_at ?? "—").slice(0, 10);
|
||||
table.push([name, created]);
|
||||
}
|
||||
|
||||
console.log();
|
||||
console.log(table.toString());
|
||||
console.log(
|
||||
` ${dim(`${results.length} ${entityType} (${elapsed.toFixed(2)}s)`)}`,
|
||||
);
|
||||
console.log();
|
||||
}
|
||||
|
||||
export async function cmdEntitiesDelete(
|
||||
backend: Backend,
|
||||
opts: {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
dryRun?: boolean;
|
||||
force: boolean;
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("entity delete");
|
||||
const { isAgentMode } = await import("../state.js");
|
||||
if (isAgentMode() && !opts.force) {
|
||||
printError("Destructive operation requires --force in agent mode.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (!opts.userId && !opts.agentId && !opts.appId && !opts.runId) {
|
||||
printError(
|
||||
"Provide at least one of --user-id, --agent-id, --app-id, --run-id.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${opts.userId}`);
|
||||
if (opts.agentId) scopeParts.push(`agent=${opts.agentId}`);
|
||||
if (opts.appId) scopeParts.push(`app=${opts.appId}`);
|
||||
if (opts.runId) scopeParts.push(`run=${opts.runId}`);
|
||||
const scope = scopeParts.join(", ");
|
||||
|
||||
if (opts.dryRun) {
|
||||
printInfo(`Would delete entity ${scope} and all its memories.`);
|
||||
printInfo("No changes made.");
|
||||
return;
|
||||
}
|
||||
|
||||
if (!opts.force) {
|
||||
const rl = readline.createInterface({
|
||||
input: process.stdin,
|
||||
output: process.stdout,
|
||||
});
|
||||
const answer = await new Promise<string>((resolve) => {
|
||||
rl.question(
|
||||
`\n \u26a0 Delete entity ${scope} AND all its memories? This cannot be undone. [y/N] `,
|
||||
resolve,
|
||||
);
|
||||
});
|
||||
rl.close();
|
||||
if (answer.toLowerCase() !== "y") {
|
||||
printInfo("Cancelled.");
|
||||
process.exit(0);
|
||||
}
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Deleting entity...", async () => {
|
||||
return backend.deleteEntities({
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
});
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "entity delete",
|
||||
data: { deleted: true },
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
printSuccess(`Entity deleted with all memories (${elapsed.toFixed(2)}s)`);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,169 @@
|
||||
/**
|
||||
* Event commands: list and status.
|
||||
*/
|
||||
|
||||
import boxen from "boxen";
|
||||
import Table from "cli-table3";
|
||||
import type { Backend } from "../backend/base.js";
|
||||
import { colors, printError, printInfo, timedStatus } from "../branding.js";
|
||||
import { formatAgentEnvelope, formatJson } from "../output.js";
|
||||
import { setCurrentCommand } from "../state.js";
|
||||
|
||||
const { brand, accent, success, error: errorColor, warning, dim } = colors;
|
||||
|
||||
function statusStyled(status: string): string {
|
||||
switch (status.toUpperCase()) {
|
||||
case "SUCCEEDED":
|
||||
return success("SUCCEEDED");
|
||||
case "PENDING":
|
||||
return accent("PENDING");
|
||||
case "FAILED":
|
||||
return errorColor("FAILED");
|
||||
case "PROCESSING":
|
||||
return warning("PROCESSING");
|
||||
default:
|
||||
return status;
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdEventList(
|
||||
backend: Backend,
|
||||
opts: { output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("event list");
|
||||
const start = performance.now();
|
||||
let results: Record<string, unknown>[];
|
||||
try {
|
||||
results = await timedStatus("Fetching events...", async () => {
|
||||
return backend.listEvents();
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "event list",
|
||||
data: results,
|
||||
count: results.length,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
if (results.length === 0) {
|
||||
console.log();
|
||||
printInfo("No events found.");
|
||||
console.log();
|
||||
return;
|
||||
}
|
||||
|
||||
const table = new Table({
|
||||
head: [
|
||||
accent("Event ID"),
|
||||
accent("Type"),
|
||||
accent("Status"),
|
||||
accent("Latency"),
|
||||
accent("Created"),
|
||||
],
|
||||
colWidths: [12, 14, 14, 10, 22],
|
||||
wordWrap: true,
|
||||
style: { head: [], border: [] },
|
||||
});
|
||||
|
||||
for (const ev of results) {
|
||||
const evId = String(ev.id ?? "").slice(0, 8);
|
||||
const evType = String(ev.event_type ?? "—");
|
||||
const status = String(ev.status ?? "—");
|
||||
const latency = ev.latency as number | undefined;
|
||||
const latencyStr = latency !== undefined ? `${Math.round(latency)}ms` : "—";
|
||||
const created = String(ev.created_at ?? "—")
|
||||
.slice(0, 19)
|
||||
.replace("T", " ");
|
||||
table.push([dim(evId), evType, statusStyled(status), latencyStr, created]);
|
||||
}
|
||||
|
||||
console.log();
|
||||
console.log(table.toString());
|
||||
console.log(
|
||||
` ${dim(`${results.length} event${results.length !== 1 ? "s" : ""}`)}`,
|
||||
);
|
||||
console.log();
|
||||
}
|
||||
|
||||
export async function cmdEventStatus(
|
||||
backend: Backend,
|
||||
eventId: string,
|
||||
opts: { output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("event status");
|
||||
const start = performance.now();
|
||||
let ev: Record<string, unknown>;
|
||||
try {
|
||||
ev = await timedStatus("Fetching event...", async () => {
|
||||
return backend.getEvent(eventId);
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "event status",
|
||||
data: ev,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
const status = String(ev.status ?? "—");
|
||||
const evType = String(ev.event_type ?? "—");
|
||||
const latency = ev.latency as number | undefined;
|
||||
const latencyStr = latency !== undefined ? `${Math.round(latency)}ms` : "—";
|
||||
const created = String(ev.created_at ?? "—")
|
||||
.slice(0, 19)
|
||||
.replace("T", " ");
|
||||
const updated = String(ev.updated_at ?? "—")
|
||||
.slice(0, 19)
|
||||
.replace("T", " ");
|
||||
const results = ev.results as Record<string, unknown>[] | undefined;
|
||||
|
||||
const lines: string[] = [];
|
||||
lines.push(` ${dim("Event ID:")} ${eventId}`);
|
||||
lines.push(` ${dim("Type:")} ${evType}`);
|
||||
lines.push(` ${dim("Status:")} ${statusStyled(status)}`);
|
||||
lines.push(` ${dim("Latency:")} ${latencyStr}`);
|
||||
lines.push(` ${dim("Created:")} ${created}`);
|
||||
lines.push(` ${dim("Updated:")} ${updated}`);
|
||||
|
||||
if (results && results.length > 0) {
|
||||
lines.push("");
|
||||
lines.push(` ${dim(`Results (${results.length}):`)}`);
|
||||
for (const r of results) {
|
||||
const memId = String(r.id ?? "").slice(0, 8);
|
||||
const data = r.data as Record<string, unknown> | undefined;
|
||||
const memory = data?.memory ? String(data.memory) : "";
|
||||
const evName = String(r.event ?? "");
|
||||
const user = String(r.user_id ?? "");
|
||||
let detail = `${evName} ${memory}`;
|
||||
if (user) detail += ` ${dim(`(user_id=${user})`)}`;
|
||||
lines.push(` ${success("·")} ${detail} ${dim(`(${memId})`)}`);
|
||||
}
|
||||
}
|
||||
|
||||
const content = lines.join("\n");
|
||||
console.log();
|
||||
console.log(
|
||||
boxen(content, {
|
||||
title: brand("Event Status"),
|
||||
titleAlignment: "left",
|
||||
borderColor: "magenta",
|
||||
padding: 1,
|
||||
}),
|
||||
);
|
||||
console.log();
|
||||
}
|
||||
@@ -0,0 +1,446 @@
|
||||
/**
|
||||
* mem0 init — interactive setup wizard.
|
||||
*/
|
||||
|
||||
import fs from "node:fs";
|
||||
import readline from "node:readline";
|
||||
import { PlatformBackend } from "../backend/platform.js";
|
||||
import {
|
||||
colors,
|
||||
printBanner,
|
||||
printError,
|
||||
printInfo,
|
||||
printSuccess,
|
||||
} from "../branding.js";
|
||||
import {
|
||||
CONFIG_FILE,
|
||||
DEFAULT_BASE_URL,
|
||||
type Mem0Config,
|
||||
createDefaultConfig,
|
||||
loadConfig,
|
||||
redactKey,
|
||||
saveConfig,
|
||||
} from "../config.js";
|
||||
|
||||
const { brand, dim } = colors;
|
||||
|
||||
const EMAIL_RE = /^[^@\s]+@[^@\s]+\.[^@\s]+$/;
|
||||
|
||||
function validateEmail(email: string): void {
|
||||
if (!EMAIL_RE.test(email)) {
|
||||
printError(`Invalid email address: ${JSON.stringify(email)}`);
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
|
||||
async function emailLogin(
|
||||
email: string,
|
||||
code: string | undefined,
|
||||
baseUrl: string,
|
||||
): Promise<Record<string, unknown>> {
|
||||
const url = baseUrl.replace(/\/+$/, "");
|
||||
let codeValue = code;
|
||||
|
||||
const sourceHeaders = {
|
||||
"Content-Type": "application/json",
|
||||
"X-Mem0-Source": "cli",
|
||||
"X-Mem0-Client-Language": "node",
|
||||
};
|
||||
|
||||
if (!codeValue) {
|
||||
const resp = await fetch(`${url}/api/v1/auth/email_code/`, {
|
||||
method: "POST",
|
||||
headers: sourceHeaders,
|
||||
body: JSON.stringify({ email }),
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
});
|
||||
if (resp.status === 429) {
|
||||
printError("Too many attempts. Try again in a few minutes.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (!resp.ok) {
|
||||
let detail: string;
|
||||
try {
|
||||
const body = (await resp.json()) as Record<string, unknown>;
|
||||
detail = (body.error ?? body.detail ?? resp.statusText) as string;
|
||||
} catch {
|
||||
detail = resp.statusText;
|
||||
}
|
||||
printError(`Failed to send code: ${detail}`);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
printSuccess("Verification code sent! Check your email.");
|
||||
|
||||
if (!process.stdin.isTTY) {
|
||||
printError(
|
||||
"No --code provided and terminal is non-interactive.",
|
||||
"Run: mem0 init --email <email> --code <code>",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
console.log();
|
||||
const entered = await promptLine(` ${brand("Verification Code")}`);
|
||||
if (!entered) {
|
||||
printError("Code is required.");
|
||||
process.exit(1);
|
||||
}
|
||||
codeValue = entered;
|
||||
}
|
||||
|
||||
const verifyResp = await fetch(`${url}/api/v1/auth/email_code/verify/`, {
|
||||
method: "POST",
|
||||
headers: sourceHeaders,
|
||||
body: JSON.stringify({ email, code: codeValue.trim() }),
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
});
|
||||
if (verifyResp.status === 429) {
|
||||
printError("Too many attempts. Try again in a few minutes.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (!verifyResp.ok) {
|
||||
let detail: string;
|
||||
try {
|
||||
const body = (await verifyResp.json()) as Record<string, unknown>;
|
||||
detail = (body.error ?? body.detail ?? verifyResp.statusText) as string;
|
||||
} catch {
|
||||
detail = verifyResp.statusText;
|
||||
}
|
||||
printError(`Verification failed: ${detail}`);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
return verifyResp.json() as Promise<Record<string, unknown>>;
|
||||
}
|
||||
|
||||
function promptSecret(label: string): Promise<string> {
|
||||
return new Promise((resolve, reject) => {
|
||||
process.stdout.write(label);
|
||||
|
||||
if (process.stdin.isTTY) {
|
||||
process.stdin.setRawMode(true);
|
||||
}
|
||||
process.stdin.resume();
|
||||
process.stdin.setEncoding("utf-8");
|
||||
|
||||
const chars: string[] = [];
|
||||
|
||||
const onData = (key: string) => {
|
||||
for (const ch of key) {
|
||||
if (ch === "\r" || ch === "\n") {
|
||||
cleanup();
|
||||
process.stdout.write("\n");
|
||||
resolve(chars.join(""));
|
||||
return;
|
||||
}
|
||||
if (ch === "\x03") {
|
||||
cleanup();
|
||||
reject(new Error("Interrupted"));
|
||||
return;
|
||||
}
|
||||
if (ch === "\x7f" || ch === "\x08") {
|
||||
// backspace
|
||||
if (chars.length > 0) {
|
||||
chars.pop();
|
||||
process.stdout.write("\b \b");
|
||||
}
|
||||
} else if (ch === "\x15") {
|
||||
// Ctrl+U — clear line
|
||||
process.stdout.write("\b \b".repeat(chars.length));
|
||||
chars.length = 0;
|
||||
} else if (ch >= " ") {
|
||||
chars.push(ch);
|
||||
process.stdout.write("*");
|
||||
}
|
||||
}
|
||||
};
|
||||
|
||||
const cleanup = () => {
|
||||
process.stdin.removeListener("data", onData);
|
||||
if (process.stdin.isTTY) {
|
||||
process.stdin.setRawMode(false);
|
||||
}
|
||||
process.stdin.pause();
|
||||
};
|
||||
|
||||
process.stdin.on("data", onData);
|
||||
});
|
||||
}
|
||||
|
||||
function promptLine(label: string, defaultValue?: string): Promise<string> {
|
||||
const rl = readline.createInterface({
|
||||
input: process.stdin,
|
||||
output: process.stdout,
|
||||
});
|
||||
const prompt = defaultValue ? `${label} [${defaultValue}]: ` : `${label}: `;
|
||||
return new Promise((resolve) => {
|
||||
rl.question(prompt, (answer) => {
|
||||
rl.close();
|
||||
resolve(answer.trim() || defaultValue || "");
|
||||
});
|
||||
});
|
||||
}
|
||||
|
||||
async function setupPlatform(config: Mem0Config): Promise<void> {
|
||||
console.log();
|
||||
console.log(
|
||||
` ${dim("Get your API key at https://app.mem0.ai/dashboard/api-keys")}`,
|
||||
);
|
||||
console.log();
|
||||
|
||||
process.stdout.write(` ${brand("API Key")}: `);
|
||||
const apiKey = await promptSecret("");
|
||||
if (!apiKey) {
|
||||
printError("API key is required.");
|
||||
process.exit(1);
|
||||
}
|
||||
config.platform.apiKey = apiKey;
|
||||
}
|
||||
|
||||
async function setupDefaults(config: Mem0Config): Promise<void> {
|
||||
console.log();
|
||||
printInfo("Set default entity IDs (press Enter to skip).\n");
|
||||
|
||||
const _systemUser = process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
const userId = await promptLine(
|
||||
` ${brand("Default User ID")} ${dim("(recommended)")}`,
|
||||
_systemUser,
|
||||
);
|
||||
if (userId) config.defaults.userId = userId;
|
||||
}
|
||||
|
||||
async function validatePlatform(config: Mem0Config): Promise<void> {
|
||||
console.log();
|
||||
printInfo("Validating connection...");
|
||||
try {
|
||||
const backend = new PlatformBackend(config.platform);
|
||||
const status = await backend.status({
|
||||
userId: config.defaults.userId || undefined,
|
||||
agentId: config.defaults.agentId || undefined,
|
||||
});
|
||||
if (status.connected) {
|
||||
printSuccess("Connected to mem0 Platform!");
|
||||
// Cache user_email from ping response for telemetry distinct_id
|
||||
try {
|
||||
const pingData = (await backend.ping()) as Record<string, unknown>;
|
||||
const userEmail = pingData?.user_email as string | undefined;
|
||||
if (userEmail) {
|
||||
config.platform.userEmail = userEmail;
|
||||
}
|
||||
} catch {
|
||||
/* ignore — telemetry ID will fall back to API key hash */
|
||||
}
|
||||
} else {
|
||||
printError(
|
||||
`Could not connect: ${status.error ?? "Unknown error"}`,
|
||||
"Visit https://app.mem0.ai/dashboard/api-keys to get a new key, or run mem0 init again.",
|
||||
);
|
||||
}
|
||||
} catch (e) {
|
||||
printError(`Connection test failed: ${e instanceof Error ? e.message : e}`);
|
||||
}
|
||||
}
|
||||
|
||||
export async function runInit(
|
||||
opts: {
|
||||
apiKey?: string;
|
||||
userId?: string;
|
||||
email?: string;
|
||||
code?: string;
|
||||
force?: boolean;
|
||||
} = {},
|
||||
): Promise<void> {
|
||||
const config = createDefaultConfig();
|
||||
const savedConfig = loadConfig();
|
||||
const baseUrl =
|
||||
process.env.MEM0_BASE_URL ||
|
||||
savedConfig.platform.baseUrl ||
|
||||
DEFAULT_BASE_URL;
|
||||
|
||||
// Guards
|
||||
if (opts.code && !opts.email) {
|
||||
printError("--code requires --email.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (opts.email && opts.apiKey) {
|
||||
printError("Cannot use both --api-key and --email.");
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
// Warn if an existing config with an API key would be overwritten
|
||||
if (
|
||||
!opts.force &&
|
||||
fs.existsSync(CONFIG_FILE) &&
|
||||
savedConfig.platform.apiKey
|
||||
) {
|
||||
console.log(
|
||||
`\n ${brand("Existing configuration found")} ${dim(`(API key: ${redactKey(savedConfig.platform.apiKey)})`)}`,
|
||||
);
|
||||
if (process.stdin.isTTY) {
|
||||
const rl = readline.createInterface({
|
||||
input: process.stdin,
|
||||
output: process.stdout,
|
||||
});
|
||||
const answer = await new Promise<string>((resolve) => {
|
||||
rl.question(
|
||||
" Overwrite existing config? This cannot be undone. [y/N] ",
|
||||
resolve,
|
||||
);
|
||||
});
|
||||
rl.close();
|
||||
if (answer.toLowerCase() !== "y") {
|
||||
printInfo("Cancelled. Use --force to skip this check.");
|
||||
process.exit(0);
|
||||
}
|
||||
} else {
|
||||
printError(
|
||||
"Existing config would be overwritten.",
|
||||
"Use --force to overwrite.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
|
||||
// ── Email login flow ──────────────────────────────────────────────────────
|
||||
if (opts.email) {
|
||||
const email = opts.email.trim().toLowerCase();
|
||||
validateEmail(email);
|
||||
|
||||
printBanner();
|
||||
console.log();
|
||||
printInfo(`Logging in as ${email}...\n`);
|
||||
|
||||
const result = await emailLogin(email, opts.code, baseUrl);
|
||||
|
||||
const apiKeyVal = result.api_key as string | undefined;
|
||||
if (!apiKeyVal) {
|
||||
printError(
|
||||
"Auth succeeded but no API key was returned. Contact support.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
config.platform.apiKey = apiKeyVal;
|
||||
config.platform.baseUrl = baseUrl;
|
||||
config.platform.userEmail = email;
|
||||
config.defaults.userId =
|
||||
opts.userId || process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
|
||||
saveConfig(config);
|
||||
console.log();
|
||||
printSuccess("Authenticated! Configuration saved to ~/.mem0/config.json");
|
||||
console.log();
|
||||
console.log(` ${dim("Get started:")}`);
|
||||
console.log(` ${dim(' mem0 add "I prefer dark mode"')}`);
|
||||
console.log(` ${dim(' mem0 search "preferences"')}`);
|
||||
console.log();
|
||||
return;
|
||||
}
|
||||
|
||||
// ── API key flow ──────────────────────────────────────────────────────────
|
||||
|
||||
// Non-TTY: resolve defaults so partial flags work in pipelines / CI
|
||||
if (!process.stdin.isTTY) {
|
||||
if (!opts.apiKey) {
|
||||
printError(
|
||||
"Non-interactive terminal detected and --api-key is required.",
|
||||
"Usage: mem0 init --api-key <key> [--user-id <id>]",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
opts.userId =
|
||||
opts.userId || process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
}
|
||||
|
||||
// Non-interactive: both flags provided
|
||||
if (opts.apiKey && opts.userId) {
|
||||
config.platform.apiKey = opts.apiKey;
|
||||
config.defaults.userId = opts.userId;
|
||||
await validatePlatform(config);
|
||||
saveConfig(config);
|
||||
printSuccess("Configuration saved to ~/.mem0/config.json");
|
||||
return;
|
||||
}
|
||||
|
||||
printBanner();
|
||||
console.log();
|
||||
printInfo("Welcome! Let's set up your mem0 CLI.\n");
|
||||
|
||||
// Use provided API key or prompt
|
||||
if (opts.apiKey) {
|
||||
config.platform.apiKey = opts.apiKey;
|
||||
} else {
|
||||
console.log(` ${brand("How would you like to authenticate?")}`);
|
||||
console.log(` ${dim("1.")} Login with email ${dim("(recommended)")}`);
|
||||
console.log(` ${dim("2.")} Enter API key manually`);
|
||||
console.log();
|
||||
|
||||
const choice = await promptLine(` ${brand("Choose")} [1/2]`, "1");
|
||||
|
||||
if (choice === "1") {
|
||||
console.log();
|
||||
const emailAddr = await promptLine(` ${brand("Email")}`);
|
||||
if (!emailAddr) {
|
||||
printError("Email is required.");
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const email = emailAddr.trim().toLowerCase();
|
||||
validateEmail(email);
|
||||
printInfo(`Logging in as ${email}...\n`);
|
||||
|
||||
const result = await emailLogin(email, undefined, baseUrl);
|
||||
|
||||
const apiKeyVal = result.api_key as string | undefined;
|
||||
if (!apiKeyVal) {
|
||||
printError(
|
||||
"Auth succeeded but no API key was returned. Contact support.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
config.platform.apiKey = apiKeyVal;
|
||||
config.platform.baseUrl = baseUrl;
|
||||
config.platform.userEmail = email;
|
||||
config.defaults.userId =
|
||||
opts.userId || process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
|
||||
saveConfig(config);
|
||||
console.log();
|
||||
printSuccess("Authenticated! Configuration saved to ~/.mem0/config.json");
|
||||
console.log();
|
||||
console.log(` ${dim("Get started:")}`);
|
||||
console.log(` ${dim(' mem0 add "I prefer dark mode"')}`);
|
||||
console.log(` ${dim(' mem0 search "preferences"')}`);
|
||||
console.log();
|
||||
return;
|
||||
}
|
||||
|
||||
// choice === "2": fall through to API key prompt
|
||||
await setupPlatform(config);
|
||||
}
|
||||
|
||||
// Use provided user ID or prompt
|
||||
if (opts.userId) {
|
||||
config.defaults.userId = opts.userId;
|
||||
} else {
|
||||
await setupDefaults(config);
|
||||
}
|
||||
|
||||
await validatePlatform(config);
|
||||
|
||||
saveConfig(config);
|
||||
console.log();
|
||||
printSuccess("Configuration saved to ~/.mem0/config.json");
|
||||
console.log();
|
||||
console.log(` ${dim("Get started:")}`);
|
||||
if (config.defaults.userId) {
|
||||
console.log(` ${dim(' mem0 add "I prefer dark mode"')}`);
|
||||
console.log(` ${dim(' mem0 search "preferences"')}`);
|
||||
} else {
|
||||
console.log(` ${dim(' mem0 add "I prefer dark mode" --user-id alice')}`);
|
||||
console.log(` ${dim(' mem0 search "preferences" --user-id alice')}`);
|
||||
}
|
||||
console.log();
|
||||
}
|
||||
@@ -0,0 +1,709 @@
|
||||
/**
|
||||
* Memory CRUD commands: add, search, get, list, update, delete.
|
||||
*/
|
||||
|
||||
import fs from "node:fs";
|
||||
import type { Backend } from "../backend/base.js";
|
||||
import {
|
||||
printError,
|
||||
printInfo,
|
||||
printScope,
|
||||
printSuccess,
|
||||
timedStatus,
|
||||
} from "../branding.js";
|
||||
import {
|
||||
formatAddResult,
|
||||
formatAgentEnvelope,
|
||||
formatJson,
|
||||
formatJsonEnvelope,
|
||||
formatMemoriesTable,
|
||||
formatMemoriesText,
|
||||
formatSingleMemory,
|
||||
printResultSummary,
|
||||
} from "../output.js";
|
||||
import { isAgentMode, setCurrentCommand } from "../state.js";
|
||||
|
||||
/** True only when stdin is an actual pipe or file redirect — never in agent mode. */
|
||||
function _stdinIsPiped(): boolean {
|
||||
if (isAgentMode()) return false;
|
||||
try {
|
||||
const stat = fs.fstatSync(0);
|
||||
return stat.isFIFO() || stat.isFile();
|
||||
} catch {
|
||||
return false;
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdAdd(
|
||||
backend: Backend,
|
||||
text: string | undefined,
|
||||
opts: {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
messages?: string;
|
||||
file?: string;
|
||||
metadata?: string;
|
||||
immutable: boolean;
|
||||
noInfer: boolean;
|
||||
expires?: string;
|
||||
categories?: string;
|
||||
enableGraph: boolean;
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("add");
|
||||
let msgs: Record<string, unknown>[] | undefined;
|
||||
let content = text;
|
||||
|
||||
// Read from file
|
||||
if (opts.file) {
|
||||
try {
|
||||
const raw = fs.readFileSync(opts.file, "utf-8");
|
||||
msgs = JSON.parse(raw);
|
||||
} catch (e) {
|
||||
printError(`Failed to read file: ${e instanceof Error ? e.message : e}`);
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
// Parse messages JSON
|
||||
else if (opts.messages) {
|
||||
try {
|
||||
msgs = JSON.parse(opts.messages);
|
||||
} catch (e) {
|
||||
printError(
|
||||
`Invalid JSON in --messages: ${e instanceof Error ? e.message : e}`,
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
// Read from stdin only if stdin is an actual pipe or file redirect
|
||||
else if (!content && _stdinIsPiped()) {
|
||||
content = fs.readFileSync(0, "utf-8").trim();
|
||||
}
|
||||
|
||||
if (content !== undefined && content.trim() === "") {
|
||||
printError("Content cannot be empty.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (!content && !msgs) {
|
||||
printError(
|
||||
"No content provided. Pass text, --messages, --file, or pipe via stdin.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
// Validate --expires
|
||||
if (opts.expires) {
|
||||
if (!/^\d{4}-\d{2}-\d{2}$/.test(opts.expires)) {
|
||||
printError(
|
||||
"Invalid date format for --expires. Use YYYY-MM-DD (e.g. 2025-12-31).",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
if (new Date(opts.expires) <= new Date()) {
|
||||
printError("--expires date must be in the future.");
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
|
||||
let meta: Record<string, unknown> | undefined;
|
||||
if (opts.metadata) {
|
||||
try {
|
||||
meta = JSON.parse(opts.metadata);
|
||||
} catch {
|
||||
printError("Invalid JSON in --metadata.");
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
|
||||
let cats: string[] | undefined;
|
||||
if (opts.categories) {
|
||||
try {
|
||||
cats = JSON.parse(opts.categories);
|
||||
} catch {
|
||||
cats = opts.categories.split(",").map((c) => c.trim());
|
||||
}
|
||||
}
|
||||
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Adding memory...", async () => {
|
||||
return backend.add(content ?? undefined, msgs, {
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
metadata: meta,
|
||||
immutable: opts.immutable,
|
||||
infer: !opts.noInfer,
|
||||
expires: opts.expires,
|
||||
categories: cats,
|
||||
enableGraph: opts.enableGraph,
|
||||
});
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
if (opts.output === "quiet") return;
|
||||
|
||||
// Deduplicate PENDING entries sharing the same event_id across all output modes
|
||||
const rawResults: Record<string, unknown>[] = Array.isArray(result)
|
||||
? result
|
||||
: ((result.results as Record<string, unknown>[]) ?? [result]);
|
||||
const seenEvents = new Set<string>();
|
||||
const deduped: Record<string, unknown>[] = [];
|
||||
for (const r of rawResults) {
|
||||
if (r.status === "PENDING") {
|
||||
const eid = (r.event_id as string) ?? "";
|
||||
if (eid && seenEvents.has(eid)) continue;
|
||||
if (eid) seenEvents.add(eid);
|
||||
}
|
||||
deduped.push(r);
|
||||
}
|
||||
// Write back so downstream formatters see deduplicated data
|
||||
const dedupedResult: Record<string, unknown> = Array.isArray(result)
|
||||
? (deduped as unknown as Record<string, unknown>)
|
||||
: { ...result, results: deduped };
|
||||
|
||||
if (opts.output === "agent") {
|
||||
const scope: Record<string, string | undefined> = {
|
||||
user_id: opts.userId,
|
||||
agent_id: opts.agentId,
|
||||
app_id: opts.appId,
|
||||
run_id: opts.runId,
|
||||
};
|
||||
formatAgentEnvelope({
|
||||
command: "add",
|
||||
data: deduped,
|
||||
scope,
|
||||
count: deduped.length,
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
if (opts.output === "json") {
|
||||
formatAddResult(dedupedResult, opts.output);
|
||||
return;
|
||||
}
|
||||
|
||||
console.log();
|
||||
printScope({
|
||||
user_id: opts.userId,
|
||||
agent_id: opts.agentId,
|
||||
app_id: opts.appId,
|
||||
run_id: opts.runId,
|
||||
});
|
||||
const count = deduped.length;
|
||||
const allPending = count > 0 && deduped.every((r) => r.status === "PENDING");
|
||||
if (allPending) {
|
||||
printSuccess(
|
||||
`Memory queued — ${count} event${count !== 1 ? "s" : ""} pending`,
|
||||
);
|
||||
} else {
|
||||
printSuccess(
|
||||
`Memory processed — ${count} memor${count === 1 ? "y" : "ies"} extracted`,
|
||||
);
|
||||
}
|
||||
formatAddResult(dedupedResult, opts.output);
|
||||
}
|
||||
|
||||
export async function cmdSearch(
|
||||
backend: Backend,
|
||||
query: string | undefined,
|
||||
opts: {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
topK: number;
|
||||
threshold: number;
|
||||
rerank: boolean;
|
||||
keyword: boolean;
|
||||
filterJson?: string;
|
||||
fields?: string;
|
||||
enableGraph: boolean;
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("search");
|
||||
if (!query) {
|
||||
printError("No query provided. Pass a query argument or pipe via stdin.");
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
let filters: Record<string, unknown> | undefined;
|
||||
if (opts.filterJson) {
|
||||
try {
|
||||
filters = JSON.parse(opts.filterJson);
|
||||
} catch {
|
||||
printError("Invalid JSON in --filter.");
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
|
||||
const fieldList = opts.fields
|
||||
? opts.fields.split(",").map((f) => f.trim())
|
||||
: undefined;
|
||||
|
||||
if (opts.topK < 1) {
|
||||
printError("--top-k must be >= 1.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (opts.threshold < 0 || opts.threshold > 1) {
|
||||
printError("--threshold must be between 0.0 and 1.0.");
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let results: Record<string, unknown>[];
|
||||
try {
|
||||
results = await timedStatus("Searching memories...", async () => {
|
||||
// biome-ignore lint/style/noNonNullAssertion: guarded by process.exit above
|
||||
return backend.search(query!, {
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
topK: opts.topK,
|
||||
threshold: opts.threshold,
|
||||
rerank: opts.rerank,
|
||||
keyword: opts.keyword,
|
||||
filters,
|
||||
fields: fieldList,
|
||||
enableGraph: opts.enableGraph,
|
||||
});
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "quiet") return;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
const scope: Record<string, string | undefined> = {
|
||||
user_id: opts.userId,
|
||||
agent_id: opts.agentId,
|
||||
app_id: opts.appId,
|
||||
run_id: opts.runId,
|
||||
};
|
||||
formatAgentEnvelope({
|
||||
command: "search",
|
||||
data: results,
|
||||
scope,
|
||||
count: results.length,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
if (opts.output === "json") {
|
||||
formatJson(results);
|
||||
} else if (opts.output === "table") {
|
||||
if (results.length > 0) {
|
||||
formatMemoriesTable(results, { showScore: true });
|
||||
printResultSummary({
|
||||
count: results.length,
|
||||
durationSecs: elapsed,
|
||||
scopeIds: { user_id: opts.userId, agent_id: opts.agentId },
|
||||
});
|
||||
} else {
|
||||
console.log();
|
||||
printInfo("No memories found matching your query.");
|
||||
console.log();
|
||||
}
|
||||
} else {
|
||||
if (results.length > 0) {
|
||||
formatMemoriesText(results);
|
||||
printResultSummary({
|
||||
count: results.length,
|
||||
durationSecs: elapsed,
|
||||
scopeIds: { user_id: opts.userId, agent_id: opts.agentId },
|
||||
});
|
||||
} else {
|
||||
console.log();
|
||||
printInfo("No memories found matching your query.");
|
||||
console.log();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdGet(
|
||||
backend: Backend,
|
||||
memoryId: string,
|
||||
opts: { output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("get");
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Fetching memory...", async () => {
|
||||
return backend.get(memoryId);
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({ command: "get", data: result });
|
||||
} else {
|
||||
formatSingleMemory(result, opts.output);
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdList(
|
||||
backend: Backend,
|
||||
opts: {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
page: number;
|
||||
pageSize: number;
|
||||
category?: string;
|
||||
after?: string;
|
||||
before?: string;
|
||||
enableGraph: boolean;
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("list");
|
||||
if (opts.pageSize < 1) {
|
||||
printError("--page-size must be >= 1.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (opts.page < 1) {
|
||||
printError("--page must be >= 1.");
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let results: Record<string, unknown>[];
|
||||
try {
|
||||
results = await timedStatus("Listing memories...", async () => {
|
||||
return backend.listMemories({
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
page: opts.page,
|
||||
pageSize: opts.pageSize,
|
||||
category: opts.category,
|
||||
after: opts.after,
|
||||
before: opts.before,
|
||||
enableGraph: opts.enableGraph,
|
||||
});
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "quiet") return;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
const scope: Record<string, string | undefined> = {
|
||||
user_id: opts.userId,
|
||||
agent_id: opts.agentId,
|
||||
app_id: opts.appId,
|
||||
run_id: opts.runId,
|
||||
};
|
||||
formatAgentEnvelope({
|
||||
command: "list",
|
||||
data: results,
|
||||
scope,
|
||||
count: results.length,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "table") {
|
||||
if (results.length > 0) {
|
||||
formatMemoriesTable(results);
|
||||
printResultSummary({
|
||||
count: results.length,
|
||||
durationSecs: elapsed,
|
||||
page: opts.page,
|
||||
scopeIds: { user_id: opts.userId, agent_id: opts.agentId },
|
||||
});
|
||||
} else {
|
||||
console.log();
|
||||
printInfo("No memories found.");
|
||||
console.log();
|
||||
}
|
||||
} else {
|
||||
if (results.length > 0) {
|
||||
formatMemoriesText(results, "memories");
|
||||
printResultSummary({
|
||||
count: results.length,
|
||||
durationSecs: elapsed,
|
||||
page: opts.page,
|
||||
scopeIds: { user_id: opts.userId, agent_id: opts.agentId },
|
||||
});
|
||||
} else {
|
||||
console.log();
|
||||
printInfo("No memories found.");
|
||||
console.log();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdUpdate(
|
||||
backend: Backend,
|
||||
memoryId: string,
|
||||
text: string | undefined,
|
||||
opts: { metadata?: string; output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("update");
|
||||
let meta: Record<string, unknown> | undefined;
|
||||
if (opts.metadata) {
|
||||
try {
|
||||
meta = JSON.parse(opts.metadata);
|
||||
} catch {
|
||||
printError("Invalid JSON in --metadata.");
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Updating memory...", async () => {
|
||||
return backend.update(memoryId, text, meta);
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "update",
|
||||
data: result,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
printSuccess(
|
||||
`Memory ${memoryId.slice(0, 8)} updated (${elapsed.toFixed(2)}s)`,
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdDelete(
|
||||
backend: Backend,
|
||||
memoryId: string,
|
||||
opts: { output: string; dryRun?: boolean; force?: boolean },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("delete");
|
||||
if (opts.dryRun) {
|
||||
let mem: Record<string, unknown>;
|
||||
try {
|
||||
mem = await backend.get(memoryId);
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const text = (mem.memory ?? mem.text ?? "") as string;
|
||||
printInfo(`Would delete memory ${memoryId.slice(0, 8)}: ${text}`);
|
||||
printInfo("No changes made.");
|
||||
return;
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Deleting...", async () => {
|
||||
return backend.delete(memoryId);
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "delete",
|
||||
data: { id: memoryId, deleted: true },
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
printSuccess(
|
||||
`Memory ${memoryId.slice(0, 8)} deleted (${elapsed.toFixed(2)}s)`,
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdDeleteAll(
|
||||
backend: Backend,
|
||||
opts: {
|
||||
force: boolean;
|
||||
dryRun?: boolean;
|
||||
all?: boolean;
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("delete-all");
|
||||
const { isAgentMode } = await import("../state.js");
|
||||
if (isAgentMode() && !opts.force) {
|
||||
printError("Destructive operation requires --force in agent mode.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (opts.all) {
|
||||
// Project-wide wipe using wildcard entity IDs
|
||||
// Note: --dry-run is ignored here because the API has no count-before-delete endpoint.
|
||||
|
||||
if (!opts.force) {
|
||||
const readline = await import("node:readline");
|
||||
const rl = readline.createInterface({
|
||||
input: process.stdin,
|
||||
output: process.stdout,
|
||||
});
|
||||
const answer = await new Promise<string>((resolve) => {
|
||||
rl.question(
|
||||
"\n \u26a0 Delete ALL memories across the ENTIRE project? This cannot be undone. [y/N] ",
|
||||
resolve,
|
||||
);
|
||||
});
|
||||
rl.close();
|
||||
if (answer.toLowerCase() !== "y") {
|
||||
printInfo("Cancelled.");
|
||||
process.exit(0);
|
||||
}
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus(
|
||||
"Deleting all memories project-wide...",
|
||||
async () => {
|
||||
return backend.delete(undefined, {
|
||||
all: true,
|
||||
userId: "*",
|
||||
agentId: "*",
|
||||
appId: "*",
|
||||
runId: "*",
|
||||
});
|
||||
},
|
||||
);
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "delete-all",
|
||||
data: result,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
if (result.message) {
|
||||
printInfo(
|
||||
"Deletion started. Memories will be removed in the background.",
|
||||
);
|
||||
} else {
|
||||
printSuccess(`All project memories deleted (${elapsed.toFixed(2)}s)`);
|
||||
}
|
||||
}
|
||||
return;
|
||||
}
|
||||
|
||||
if (opts.dryRun) {
|
||||
let memories: Record<string, unknown>[];
|
||||
try {
|
||||
memories = await backend.listMemories({
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
printInfo(`Would delete ${memories.length} memories.`);
|
||||
printInfo("No changes made.");
|
||||
return;
|
||||
}
|
||||
|
||||
if (!opts.force) {
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${opts.userId}`);
|
||||
if (opts.agentId) scopeParts.push(`agent=${opts.agentId}`);
|
||||
if (opts.appId) scopeParts.push(`app=${opts.appId}`);
|
||||
if (opts.runId) scopeParts.push(`run=${opts.runId}`);
|
||||
const scope =
|
||||
scopeParts.length > 0 ? scopeParts.join(", ") : "ALL entities";
|
||||
|
||||
const readline = await import("node:readline");
|
||||
const rl = readline.createInterface({
|
||||
input: process.stdin,
|
||||
output: process.stdout,
|
||||
});
|
||||
const answer = await new Promise<string>((resolve) => {
|
||||
rl.question(
|
||||
`\n \u26a0 Delete ALL memories for ${scope}? This cannot be undone. [y/N] `,
|
||||
resolve,
|
||||
);
|
||||
});
|
||||
rl.close();
|
||||
if (answer.toLowerCase() !== "y") {
|
||||
printInfo("Cancelled.");
|
||||
process.exit(0);
|
||||
}
|
||||
}
|
||||
|
||||
const start = performance.now();
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Deleting all memories...", async () => {
|
||||
return backend.delete(undefined, {
|
||||
all: true,
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
appId: opts.appId,
|
||||
runId: opts.runId,
|
||||
});
|
||||
});
|
||||
} catch (e) {
|
||||
printError(e instanceof Error ? e.message : String(e));
|
||||
process.exit(1);
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "delete-all",
|
||||
data: result,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
if (result.message) {
|
||||
printInfo(
|
||||
"Deletion started. Memories will be removed in the background.",
|
||||
);
|
||||
} else {
|
||||
printSuccess(`All matching memories deleted (${elapsed.toFixed(2)}s)`);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,155 @@
|
||||
/**
|
||||
* Utility commands: status, version, import.
|
||||
*/
|
||||
|
||||
import fs from "node:fs";
|
||||
import boxen from "boxen";
|
||||
import type { Backend } from "../backend/base.js";
|
||||
import { colors, printError, printSuccess, timedStatus } from "../branding.js";
|
||||
import { formatAgentEnvelope, formatJsonEnvelope } from "../output.js";
|
||||
import { setCurrentCommand } from "../state.js";
|
||||
import { CLI_VERSION } from "../version.js";
|
||||
|
||||
const { brand, dim, success, error: errorColor } = colors;
|
||||
|
||||
export async function cmdStatus(
|
||||
backend: Backend,
|
||||
opts: { userId?: string; agentId?: string; output?: string } = {},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("status");
|
||||
const start = performance.now();
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Checking connection...", async () => {
|
||||
return backend.status({ userId: opts.userId, agentId: opts.agentId });
|
||||
});
|
||||
} catch (e) {
|
||||
result = {
|
||||
connected: false,
|
||||
error: e instanceof Error ? e.message : String(e),
|
||||
};
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "status",
|
||||
data: {
|
||||
connected: result.connected,
|
||||
backend: result.backend ?? null,
|
||||
base_url: result.base_url ?? null,
|
||||
},
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
const lines: string[] = [];
|
||||
if (result.connected) {
|
||||
lines.push(` ${success("\u25cf")} Connected`);
|
||||
} else {
|
||||
lines.push(` ${errorColor("\u25cf")} Disconnected`);
|
||||
}
|
||||
|
||||
lines.push(` ${dim("Backend:")} ${result.backend ?? "?"}`);
|
||||
if (result.base_url) {
|
||||
lines.push(` ${dim("API URL:")} ${result.base_url}`);
|
||||
}
|
||||
if (result.error) {
|
||||
lines.push(` ${errorColor("Error:")} ${result.error}`);
|
||||
if (String(result.error).includes("Authentication failed")) {
|
||||
lines.push("");
|
||||
lines.push(
|
||||
` ${dim("Run")} ${brand("mem0 init")} ${dim("to reconfigure your API key")}`,
|
||||
);
|
||||
lines.push(
|
||||
` ${dim("Get a key at")} ${brand("https://app.mem0.ai/dashboard/api-keys")}`,
|
||||
);
|
||||
}
|
||||
}
|
||||
lines.push(` ${dim("Latency:")} ${elapsed.toFixed(2)}s`);
|
||||
|
||||
const content = lines.join("\n");
|
||||
console.log();
|
||||
console.log(
|
||||
boxen(content, {
|
||||
title: brand("Connection Status"),
|
||||
titleAlignment: "left",
|
||||
borderColor: "magenta",
|
||||
padding: 1,
|
||||
}),
|
||||
);
|
||||
console.log();
|
||||
}
|
||||
|
||||
export function cmdVersion(): void {
|
||||
console.log(` ${brand("◆ Mem0")} CLI v${CLI_VERSION}`);
|
||||
}
|
||||
|
||||
export async function cmdImport(
|
||||
backend: Backend,
|
||||
filePath: string,
|
||||
opts: { userId?: string; agentId?: string; output?: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("import");
|
||||
let data: Record<string, unknown>[];
|
||||
try {
|
||||
const raw = fs.readFileSync(filePath, "utf-8");
|
||||
const parsed = JSON.parse(raw);
|
||||
data = Array.isArray(parsed) ? parsed : [parsed];
|
||||
} catch (e) {
|
||||
printError(`Failed to read file: ${e instanceof Error ? e.message : e}`);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
let added = 0;
|
||||
let failed = 0;
|
||||
const start = performance.now();
|
||||
|
||||
for (let i = 0; i < data.length; i++) {
|
||||
const item = data[i];
|
||||
const content = (item.memory ?? item.text ?? item.content ?? "") as string;
|
||||
if (!content) {
|
||||
failed++;
|
||||
continue;
|
||||
}
|
||||
|
||||
try {
|
||||
await backend.add(content, undefined, {
|
||||
userId: opts.userId ?? (item.user_id as string | undefined),
|
||||
agentId: opts.agentId ?? (item.agent_id as string | undefined),
|
||||
metadata: item.metadata as Record<string, unknown> | undefined,
|
||||
});
|
||||
added++;
|
||||
} catch {
|
||||
failed++;
|
||||
}
|
||||
|
||||
// Simple progress indicator
|
||||
if ((i + 1) % 10 === 0 || i === data.length - 1) {
|
||||
process.stdout.write(
|
||||
`\r ${dim(`Importing memories... ${i + 1}/${data.length}`)}`,
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
console.log(); // Clear progress line
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "import",
|
||||
data: {
|
||||
added,
|
||||
failed,
|
||||
},
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
printSuccess(`Imported ${added} memories (${elapsed.toFixed(2)}s)`);
|
||||
if (failed > 0) {
|
||||
printError(`${failed} memories failed to import.`);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,181 @@
|
||||
/**
|
||||
* Configuration management for mem0 CLI.
|
||||
*
|
||||
* Config precedence (highest to lowest):
|
||||
* 1. CLI flags (--api-key, --base-url, etc.)
|
||||
* 2. Environment variables (MEM0_API_KEY, etc.)
|
||||
* 3. Config file (~/.mem0/config.json)
|
||||
* 4. Defaults
|
||||
*/
|
||||
|
||||
import fs from "node:fs";
|
||||
import os from "node:os";
|
||||
import path from "node:path";
|
||||
|
||||
export const CONFIG_DIR = path.join(os.homedir(), ".mem0");
|
||||
export const CONFIG_FILE = path.join(CONFIG_DIR, "config.json");
|
||||
export const DEFAULT_BASE_URL = "https://api.mem0.ai";
|
||||
export const CONFIG_VERSION = 1;
|
||||
|
||||
export interface PlatformConfig {
|
||||
apiKey: string;
|
||||
baseUrl: string;
|
||||
userEmail: string;
|
||||
}
|
||||
|
||||
export interface DefaultsConfig {
|
||||
userId: string;
|
||||
agentId: string;
|
||||
appId: string;
|
||||
runId: string;
|
||||
enableGraph: boolean;
|
||||
}
|
||||
|
||||
export interface Mem0Config {
|
||||
version: number;
|
||||
defaults: DefaultsConfig;
|
||||
platform: PlatformConfig;
|
||||
}
|
||||
|
||||
export function createDefaultConfig(): Mem0Config {
|
||||
return {
|
||||
version: CONFIG_VERSION,
|
||||
defaults: {
|
||||
userId: "",
|
||||
agentId: "",
|
||||
appId: "",
|
||||
runId: "",
|
||||
enableGraph: false,
|
||||
},
|
||||
platform: {
|
||||
apiKey: "",
|
||||
baseUrl: DEFAULT_BASE_URL,
|
||||
userEmail: "",
|
||||
},
|
||||
};
|
||||
}
|
||||
|
||||
export function ensureConfigDir(): string {
|
||||
fs.mkdirSync(CONFIG_DIR, { recursive: true, mode: 0o700 });
|
||||
return CONFIG_DIR;
|
||||
}
|
||||
|
||||
export function loadConfig(): Mem0Config {
|
||||
const config = createDefaultConfig();
|
||||
|
||||
if (fs.existsSync(CONFIG_FILE)) {
|
||||
const raw = fs.readFileSync(CONFIG_FILE, "utf-8");
|
||||
const data = JSON.parse(raw);
|
||||
|
||||
config.version = data.version ?? CONFIG_VERSION;
|
||||
|
||||
const plat = data.platform ?? {};
|
||||
config.platform.apiKey = plat.api_key ?? "";
|
||||
config.platform.baseUrl = plat.base_url ?? DEFAULT_BASE_URL;
|
||||
config.platform.userEmail = plat.user_email ?? "";
|
||||
|
||||
const defaults = data.defaults ?? {};
|
||||
config.defaults.userId = defaults.user_id ?? "";
|
||||
config.defaults.agentId = defaults.agent_id ?? "";
|
||||
config.defaults.appId = defaults.app_id ?? "";
|
||||
config.defaults.runId = defaults.run_id ?? "";
|
||||
config.defaults.enableGraph = defaults.enable_graph ?? false;
|
||||
}
|
||||
|
||||
// Environment variable overrides
|
||||
if (process.env.MEM0_API_KEY)
|
||||
config.platform.apiKey = process.env.MEM0_API_KEY;
|
||||
if (process.env.MEM0_BASE_URL)
|
||||
config.platform.baseUrl = process.env.MEM0_BASE_URL;
|
||||
if (process.env.MEM0_USER_ID)
|
||||
config.defaults.userId = process.env.MEM0_USER_ID;
|
||||
if (process.env.MEM0_AGENT_ID)
|
||||
config.defaults.agentId = process.env.MEM0_AGENT_ID;
|
||||
if (process.env.MEM0_APP_ID) config.defaults.appId = process.env.MEM0_APP_ID;
|
||||
if (process.env.MEM0_RUN_ID) config.defaults.runId = process.env.MEM0_RUN_ID;
|
||||
if (process.env.MEM0_ENABLE_GRAPH) {
|
||||
config.defaults.enableGraph = ["true", "1", "yes"].includes(
|
||||
process.env.MEM0_ENABLE_GRAPH.toLowerCase(),
|
||||
);
|
||||
}
|
||||
|
||||
return config;
|
||||
}
|
||||
|
||||
export function saveConfig(config: Mem0Config): void {
|
||||
ensureConfigDir();
|
||||
|
||||
const data = {
|
||||
version: config.version,
|
||||
defaults: {
|
||||
user_id: config.defaults.userId,
|
||||
agent_id: config.defaults.agentId,
|
||||
app_id: config.defaults.appId,
|
||||
run_id: config.defaults.runId,
|
||||
enable_graph: config.defaults.enableGraph,
|
||||
},
|
||||
platform: {
|
||||
api_key: config.platform.apiKey,
|
||||
base_url: config.platform.baseUrl,
|
||||
user_email: config.platform.userEmail,
|
||||
},
|
||||
};
|
||||
|
||||
fs.writeFileSync(CONFIG_FILE, JSON.stringify(data, null, 2));
|
||||
fs.chmodSync(CONFIG_FILE, 0o600);
|
||||
}
|
||||
|
||||
export function redactKey(key: string): string {
|
||||
if (!key) return "(not set)";
|
||||
if (key.length <= 8) return `${key.slice(0, 2)}***`;
|
||||
return `${key.slice(0, 4)}...${key.slice(-4)}`;
|
||||
}
|
||||
|
||||
/** Key map from dotted config path to the config object fields. */
|
||||
const KEY_MAP: Record<string, [keyof Mem0Config, string]> = {
|
||||
"platform.api_key": ["platform", "apiKey"],
|
||||
"platform.base_url": ["platform", "baseUrl"],
|
||||
"platform.user_email": ["platform", "userEmail"],
|
||||
"defaults.user_id": ["defaults", "userId"],
|
||||
"defaults.agent_id": ["defaults", "agentId"],
|
||||
"defaults.app_id": ["defaults", "appId"],
|
||||
"defaults.run_id": ["defaults", "runId"],
|
||||
"defaults.enable_graph": ["defaults", "enableGraph"],
|
||||
// Short-form aliases
|
||||
api_key: ["platform", "apiKey"],
|
||||
base_url: ["platform", "baseUrl"],
|
||||
user_email: ["platform", "userEmail"],
|
||||
user_id: ["defaults", "userId"],
|
||||
agent_id: ["defaults", "agentId"],
|
||||
app_id: ["defaults", "appId"],
|
||||
run_id: ["defaults", "runId"],
|
||||
enable_graph: ["defaults", "enableGraph"],
|
||||
};
|
||||
|
||||
export function getNestedValue(config: Mem0Config, dottedKey: string): unknown {
|
||||
const mapping = KEY_MAP[dottedKey];
|
||||
if (!mapping) return undefined;
|
||||
const [section, field] = mapping;
|
||||
return (config[section] as unknown as Record<string, unknown>)[field];
|
||||
}
|
||||
|
||||
export function setNestedValue(
|
||||
config: Mem0Config,
|
||||
dottedKey: string,
|
||||
value: string,
|
||||
): boolean {
|
||||
const mapping = KEY_MAP[dottedKey];
|
||||
if (!mapping) return false;
|
||||
const [section, field] = mapping;
|
||||
const obj = config[section] as unknown as Record<string, unknown>;
|
||||
|
||||
const current = obj[field];
|
||||
if (typeof current === "boolean") {
|
||||
obj[field] = ["true", "1", "yes"].includes(value.toLowerCase());
|
||||
} else if (typeof current === "number") {
|
||||
obj[field] = Number.parseInt(value, 10);
|
||||
} else {
|
||||
obj[field] = value;
|
||||
}
|
||||
return true;
|
||||
}
|
||||
Vendored
+2
@@ -0,0 +1,2 @@
|
||||
/** Injected by tsup at build time from package.json version field. Undefined in dev/test. */
|
||||
declare const __CLI_VERSION__: string | undefined;
|
||||
@@ -0,0 +1,378 @@
|
||||
/**
|
||||
* Rich-style help formatter for Commander.js that matches the Python CLI's
|
||||
* Typer + Rich output (rounded box panels, brand purple, grouped options).
|
||||
*/
|
||||
|
||||
import chalk from "chalk";
|
||||
import type { Argument, Command, Help, Option } from "commander";
|
||||
// Colors imported from chalk directly to match Typer/Rich defaults
|
||||
|
||||
// ── Colors (matching Typer/Rich defaults) ────────────────────────────────
|
||||
|
||||
const cyanBold = chalk.cyan.bold; // option flags, command names
|
||||
const greenBold = chalk.green.bold; // switch flags (boolean --force etc)
|
||||
const yellowBold = chalk.yellow.bold; // metavar <value>
|
||||
const yellow = chalk.yellow; // "Usage:" label
|
||||
const bold = chalk.bold; // command name in usage
|
||||
const dim = chalk.dim; // defaults, descriptions
|
||||
const dimBorder = chalk.dim; // panel borders
|
||||
|
||||
// ── Strip ANSI ───────────────────────────────────────────────────────────
|
||||
|
||||
// biome-ignore lint/suspicious/noControlCharactersInRegex: ANSI escape sequence is intentional
|
||||
const ANSI_RE = /\x1b\[[0-9;]*m/g;
|
||||
|
||||
function stripAnsi(str: string): number {
|
||||
return str.replace(ANSI_RE, "").length;
|
||||
}
|
||||
|
||||
// ── Command display order (matches Python CLI) ──────────────────────────
|
||||
|
||||
/** Commands grouped into panels, matching Python CLI's rich_help_panel. */
|
||||
const COMMAND_GROUPS: { panel: string; commands: string[] }[] = [
|
||||
{
|
||||
panel: "Memory",
|
||||
commands: ["add", "search", "get", "list", "update", "delete"],
|
||||
},
|
||||
{
|
||||
panel: "Management",
|
||||
commands: ["init", "status", "import", "help", "entity", "event", "config"],
|
||||
},
|
||||
];
|
||||
|
||||
/** Flat order derived from COMMAND_GROUPS. */
|
||||
const COMMAND_ORDER: string[] = COMMAND_GROUPS.flatMap((g) => g.commands);
|
||||
|
||||
// ── Option-to-panel mapping (derived from Python's rich_help_panel) ─────
|
||||
|
||||
const OPTION_PANELS: Record<string, Record<string, string>> = {
|
||||
add: {
|
||||
"--user-id": "Scope",
|
||||
"--agent-id": "Scope",
|
||||
"--app-id": "Scope",
|
||||
"--run-id": "Scope",
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
search: {
|
||||
"--user-id": "Scope",
|
||||
"--agent-id": "Scope",
|
||||
"--app-id": "Scope",
|
||||
"--run-id": "Scope",
|
||||
"--top-k": "Search",
|
||||
"--threshold": "Search",
|
||||
"--rerank": "Search",
|
||||
"--keyword": "Search",
|
||||
"--filter": "Search",
|
||||
"--fields": "Search",
|
||||
"--graph": "Search",
|
||||
"--no-graph": "Search",
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
get: {
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
list: {
|
||||
"--user-id": "Scope",
|
||||
"--agent-id": "Scope",
|
||||
"--app-id": "Scope",
|
||||
"--run-id": "Scope",
|
||||
"--page": "Pagination",
|
||||
"--page-size": "Pagination",
|
||||
"--category": "Filters",
|
||||
"--after": "Filters",
|
||||
"--before": "Filters",
|
||||
"--graph": "Filters",
|
||||
"--no-graph": "Filters",
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
update: {
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
delete: {
|
||||
"--user-id": "Scope",
|
||||
"--agent-id": "Scope",
|
||||
"--app-id": "Scope",
|
||||
"--run-id": "Scope",
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
status: {
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
import: {
|
||||
"--user-id": "Scope",
|
||||
"--agent-id": "Scope",
|
||||
"--output": "Output",
|
||||
"--api-key": "Connection",
|
||||
"--base-url": "Connection",
|
||||
},
|
||||
};
|
||||
|
||||
const PANEL_ORDER: string[] = [
|
||||
"Scope",
|
||||
"Search",
|
||||
"Pagination",
|
||||
"Filters",
|
||||
"Output",
|
||||
"Connection",
|
||||
];
|
||||
|
||||
// ── Panel rendering ─────────────────────────────────────────────────────
|
||||
|
||||
/**
|
||||
* Render a Rich-style ROUNDED box panel.
|
||||
*
|
||||
* ```
|
||||
* ╭─ Title ────────────────────────╮
|
||||
* │ row content padded │
|
||||
* ╰────────────────────────────────╯
|
||||
* ```
|
||||
*/
|
||||
function renderPanel(title: string, rows: string[], width: number): string {
|
||||
if (rows.length === 0) return "";
|
||||
|
||||
// Inner width is total width minus the two border chars
|
||||
const inner = width - 2;
|
||||
|
||||
// Top border: ╭─ Title ─...─╮
|
||||
const titleStr = ` ${title} `;
|
||||
const fillLen = Math.max(0, inner - 1 - titleStr.length);
|
||||
const topLine =
|
||||
dimBorder("╭─") +
|
||||
dimBorder(titleStr) +
|
||||
dimBorder("─".repeat(fillLen)) +
|
||||
dimBorder("╮");
|
||||
|
||||
// Bottom border: ╰─...─╯
|
||||
const bottomLine =
|
||||
dimBorder("╰") + dimBorder("─".repeat(inner)) + dimBorder("╯");
|
||||
|
||||
// Content rows
|
||||
const contentLines = rows.map((row) => {
|
||||
const visLen = stripAnsi(row);
|
||||
const pad = Math.max(0, inner - 1 - visLen);
|
||||
return `${dimBorder("│")} ${row}${" ".repeat(pad)}${dimBorder("│")}`;
|
||||
});
|
||||
|
||||
return [topLine, ...contentLines, bottomLine].join("\n");
|
||||
}
|
||||
|
||||
// ── Format an option term (short + long) ────────────────────────────────
|
||||
|
||||
function formatOptionTerm(opt: Option): string {
|
||||
const parts: string[] = [];
|
||||
if (opt.short) parts.push(opt.short);
|
||||
if (opt.long) parts.push(opt.long);
|
||||
let term = parts.join(", ");
|
||||
|
||||
// Append value placeholder for non-boolean options
|
||||
if (opt.flags) {
|
||||
const match = opt.flags.match(/<[^>]+>|\[[^\]]+\]/);
|
||||
if (match) {
|
||||
term += ` ${match[0]}`;
|
||||
}
|
||||
}
|
||||
return term;
|
||||
}
|
||||
|
||||
// ── Get the long flag name for panel lookup ─────────────────────────────
|
||||
|
||||
function getLongFlag(opt: Option): string {
|
||||
if (opt.long) return opt.long;
|
||||
return opt.short || "";
|
||||
}
|
||||
|
||||
// ── Format a default value ──────────────────────────────────────────────
|
||||
|
||||
function formatDefault(opt: Option): string {
|
||||
if (opt.defaultValue !== undefined && opt.defaultValue !== false) {
|
||||
return dim(` [default: ${opt.defaultValue}]`);
|
||||
}
|
||||
return "";
|
||||
}
|
||||
|
||||
// ── The main help formatter ─────────────────────────────────────────────
|
||||
|
||||
export function richFormatHelp(cmd: Command, helper: Help): string {
|
||||
const width = process.stdout.columns || 80;
|
||||
const lines: string[] = [];
|
||||
|
||||
const isRoot = !cmd.parent;
|
||||
|
||||
// ── Usage line ──
|
||||
const usage = helper.commandUsage(cmd);
|
||||
lines.push("");
|
||||
if (isRoot) {
|
||||
// Root: "Usage: mem0 <command> [options]" — <command> yellow, [options] bold
|
||||
lines.push(
|
||||
` ${yellow("Usage:")} ${bold(cmd.name())} ${yellow("<command>")} ${bold("[options]")}`,
|
||||
);
|
||||
} else {
|
||||
// Subcommands: split into command path (bold) and args (yellow)
|
||||
const usageParts = usage.split(" ");
|
||||
const cmdPath: string[] = [];
|
||||
const argParts: string[] = [];
|
||||
let pastCmd = false;
|
||||
for (const part of usageParts) {
|
||||
if (!pastCmd && !part.startsWith("[") && !part.startsWith("<")) {
|
||||
cmdPath.push(part);
|
||||
} else {
|
||||
pastCmd = true;
|
||||
argParts.push(part);
|
||||
}
|
||||
}
|
||||
lines.push(
|
||||
` ${yellow("Usage:")} ${bold(cmdPath.join(" "))} ${yellow(argParts.join(" "))}`,
|
||||
);
|
||||
}
|
||||
lines.push("");
|
||||
|
||||
// ── Description ──
|
||||
const desc = helper.commandDescription(cmd);
|
||||
if (desc) {
|
||||
// Split multi-line descriptions (e.g., title + tagline)
|
||||
const descLines = desc.split("\n");
|
||||
for (let i = 0; i < descLines.length; i++) {
|
||||
const dLine = descLines[i];
|
||||
// First line is the title, subsequent non-empty lines are tagline (dimmed)
|
||||
if (i === 0 || dLine.trim() === "") {
|
||||
lines.push(` ${dLine}`);
|
||||
} else {
|
||||
lines.push(` ${dim(dLine)}`);
|
||||
}
|
||||
}
|
||||
lines.push("");
|
||||
}
|
||||
|
||||
// ── Arguments panel (subcommands only) ──
|
||||
if (!isRoot) {
|
||||
const visibleArgs = helper.visibleArguments(cmd);
|
||||
if (visibleArgs.length > 0) {
|
||||
const maxLen = Math.max(
|
||||
...visibleArgs.map((a: Argument) => a.name().length),
|
||||
);
|
||||
const argRows = visibleArgs.map((a: Argument) => {
|
||||
const name = cyanBold(a.name().padEnd(maxLen));
|
||||
const description = helper.argumentDescription(a);
|
||||
return ` ${name} ${description}`;
|
||||
});
|
||||
const panel = renderPanel("Arguments", argRows, width);
|
||||
if (panel) lines.push(panel);
|
||||
}
|
||||
}
|
||||
|
||||
// ── Collect options (grouped into panels for subcommands) ──
|
||||
const visibleOpts = helper.visibleOptions(cmd);
|
||||
const cmdName = cmd.name();
|
||||
const panelMap =
|
||||
!isRoot && OPTION_PANELS[cmdName] ? OPTION_PANELS[cmdName] : {};
|
||||
|
||||
const grouped: Record<string, Option[]> = { Options: [] };
|
||||
for (const panelName of PANEL_ORDER) {
|
||||
grouped[panelName] = [];
|
||||
}
|
||||
|
||||
for (const opt of visibleOpts) {
|
||||
const flag = getLongFlag(opt);
|
||||
const panel = panelMap[flag];
|
||||
if (panel && PANEL_ORDER.includes(panel)) {
|
||||
grouped[panel].push(opt);
|
||||
} else {
|
||||
grouped.Options.push(opt);
|
||||
}
|
||||
}
|
||||
|
||||
// ── Collect commands ──
|
||||
const visibleCmds = helper.visibleCommands(cmd);
|
||||
|
||||
if (isRoot) {
|
||||
// ROOT: Options first, then command groups (matches Python/Typer ordering)
|
||||
if (grouped.Options.length > 0) {
|
||||
const optRows = formatOptionRows(grouped.Options);
|
||||
const panel = renderPanel("Options", optRows, width);
|
||||
if (panel) lines.push(panel);
|
||||
}
|
||||
if (visibleCmds.length > 0) {
|
||||
const cmdMap = new Map(visibleCmds.map((c) => [c.name(), c]));
|
||||
for (const group of COMMAND_GROUPS) {
|
||||
const groupCmds = group.commands
|
||||
.map((name) => cmdMap.get(name))
|
||||
.filter((c): c is Command => c !== undefined);
|
||||
if (groupCmds.length === 0) continue;
|
||||
const maxLen = Math.max(...groupCmds.map((c) => c.name().length));
|
||||
const cmdRows = groupCmds.map((c) => {
|
||||
const name = cyanBold(c.name().padEnd(maxLen));
|
||||
const description = helper.subcommandDescription(c);
|
||||
return ` ${name} ${description}`;
|
||||
});
|
||||
const panel = renderPanel(group.panel, cmdRows, width);
|
||||
if (panel) lines.push(panel);
|
||||
}
|
||||
}
|
||||
} else {
|
||||
// SUBCOMMANDS: Options/panels first, then sub-subcommands
|
||||
const panelSequence = ["Options", ...PANEL_ORDER];
|
||||
for (const panelName of panelSequence) {
|
||||
const opts = grouped[panelName];
|
||||
if (opts && opts.length > 0) {
|
||||
const optRows = formatOptionRows(opts);
|
||||
const panel = renderPanel(panelName, optRows, width);
|
||||
if (panel) lines.push(panel);
|
||||
}
|
||||
}
|
||||
// Sub-subcommands (e.g., config show/get/set, entity list/delete)
|
||||
if (visibleCmds.length > 0) {
|
||||
const maxLen = Math.max(...visibleCmds.map((c) => c.name().length));
|
||||
const cmdRows = visibleCmds.map((c) => {
|
||||
const name = cyanBold(c.name().padEnd(maxLen));
|
||||
const description = helper.subcommandDescription(c);
|
||||
return ` ${name} ${description}`;
|
||||
});
|
||||
const panel = renderPanel("Commands", cmdRows, width);
|
||||
if (panel) lines.push(panel);
|
||||
}
|
||||
}
|
||||
|
||||
lines.push("");
|
||||
return lines.join("\n");
|
||||
}
|
||||
|
||||
// ── Format option rows with aligned columns ─────────────────────────────
|
||||
|
||||
function formatOptionRows(opts: Option[]): string[] {
|
||||
const terms = opts.map((o) => formatOptionTerm(o));
|
||||
const maxTermLen = Math.max(...terms.map((t) => t.length));
|
||||
|
||||
return opts.map((opt, i) => {
|
||||
const term = cyanBold(terms[i].padEnd(maxTermLen));
|
||||
const desc = opt.description || "";
|
||||
const def = formatDefault(opt);
|
||||
return ` ${term} ${desc}${def}`;
|
||||
});
|
||||
}
|
||||
|
||||
// ── Sort commands by COMMAND_ORDER ──────────────────────────────────────
|
||||
|
||||
function sortCommands(cmds: Command[]): Command[] {
|
||||
return [...cmds].sort((a, b) => {
|
||||
const ai = COMMAND_ORDER.indexOf(a.name());
|
||||
const bi = COMMAND_ORDER.indexOf(b.name());
|
||||
// Unknown commands go to end, preserving original order
|
||||
const aIdx = ai === -1 ? COMMAND_ORDER.length : ai;
|
||||
const bIdx = bi === -1 ? COMMAND_ORDER.length : bi;
|
||||
return aIdx - bIdx;
|
||||
});
|
||||
}
|
||||
@@ -0,0 +1,795 @@
|
||||
#!/usr/bin/env node
|
||||
|
||||
/**
|
||||
* Main CLI application — the entrypoint for `mem0`.
|
||||
*/
|
||||
|
||||
import fs from "node:fs";
|
||||
import path from "node:path";
|
||||
import { fileURLToPath } from "node:url";
|
||||
import { Command } from "commander";
|
||||
import { AuthError, type Backend, getBackend } from "./backend/index.js";
|
||||
import { colors, printError, printWarning } from "./branding.js";
|
||||
import type { Mem0Config } from "./config.js";
|
||||
import { loadConfig, saveConfig } from "./config.js";
|
||||
import { richFormatHelp } from "./help.js";
|
||||
import { setAgentMode } from "./state.js";
|
||||
import { captureEvent } from "./telemetry.js";
|
||||
import { CLI_VERSION } from "./version.js";
|
||||
|
||||
const program = new Command();
|
||||
|
||||
// ── Validated user identity (set by getBackendAndConfig) ─────────────────
|
||||
|
||||
let _validatedUserEmail: string | undefined;
|
||||
|
||||
// ── Helpers ──────────────────────────────────────────────────────────────
|
||||
|
||||
async function getBackendAndConfig(
|
||||
apiKey?: string,
|
||||
baseUrl?: string,
|
||||
): Promise<{ backend: Backend; config: Mem0Config }> {
|
||||
const config = loadConfig();
|
||||
|
||||
if (apiKey) config.platform.apiKey = apiKey;
|
||||
if (baseUrl) config.platform.baseUrl = baseUrl;
|
||||
|
||||
if (!config.platform.apiKey) {
|
||||
printError(
|
||||
"No API key configured.",
|
||||
"Run 'mem0 init' or set MEM0_API_KEY environment variable.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const backend = getBackend(config);
|
||||
|
||||
// Validate the API key upfront with a fast timeout
|
||||
try {
|
||||
const pingData = (await Promise.race([
|
||||
backend.ping(),
|
||||
new Promise<never>((_, reject) =>
|
||||
setTimeout(() => reject(new Error("timeout")), 5000),
|
||||
),
|
||||
])) as Record<string, unknown>;
|
||||
|
||||
const email = pingData?.user_email as string | undefined;
|
||||
if (email) {
|
||||
_validatedUserEmail = email;
|
||||
if (config.platform.userEmail !== email) {
|
||||
config.platform.userEmail = email;
|
||||
try {
|
||||
saveConfig(config);
|
||||
} catch {
|
||||
/* ignore */
|
||||
}
|
||||
}
|
||||
}
|
||||
} catch (e) {
|
||||
if (e instanceof AuthError) {
|
||||
printError(
|
||||
"Invalid or expired API key.",
|
||||
"Run 'mem0 init' or set MEM0_API_KEY environment variable.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
// Network error / timeout — warn but proceed
|
||||
printWarning(
|
||||
"Could not validate API key (network issue). Proceeding anyway.",
|
||||
);
|
||||
}
|
||||
|
||||
return { backend, config };
|
||||
}
|
||||
|
||||
async function getBackendOnly(
|
||||
apiKey?: string,
|
||||
baseUrl?: string,
|
||||
): Promise<Backend> {
|
||||
return (await getBackendAndConfig(apiKey, baseUrl)).backend;
|
||||
}
|
||||
|
||||
function checkAgentMode(): boolean {
|
||||
const rootOpts = program.opts();
|
||||
const isAgent = !!(rootOpts.json || rootOpts.agent);
|
||||
if (isAgent) setAgentMode(true);
|
||||
return isAgent;
|
||||
}
|
||||
|
||||
/**
|
||||
* Resolve entity IDs: CLI flag > config default > undefined.
|
||||
*
|
||||
* If any explicit ID is provided, only use explicit IDs (don't mix
|
||||
* in defaults for other entity types which would over-filter).
|
||||
* If no explicit IDs, fall back to all configured defaults.
|
||||
*/
|
||||
function resolveIds(
|
||||
config: Mem0Config,
|
||||
opts: {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
appId?: string;
|
||||
runId?: string;
|
||||
},
|
||||
): { userId?: string; agentId?: string; appId?: string; runId?: string } {
|
||||
const hasExplicit = !!(
|
||||
opts.userId ||
|
||||
opts.agentId ||
|
||||
opts.appId ||
|
||||
opts.runId
|
||||
);
|
||||
if (hasExplicit) {
|
||||
return {
|
||||
userId: opts.userId || undefined,
|
||||
agentId: opts.agentId || undefined,
|
||||
appId: opts.appId || undefined,
|
||||
runId: opts.runId || undefined,
|
||||
};
|
||||
}
|
||||
return {
|
||||
userId: config.defaults.userId || undefined,
|
||||
agentId: config.defaults.agentId || undefined,
|
||||
appId: config.defaults.appId || undefined,
|
||||
runId: config.defaults.runId || undefined,
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Resolve graph tri-state: --no-graph > --graph > config default.
|
||||
*/
|
||||
function resolveGraph(
|
||||
config: Mem0Config,
|
||||
opts: { graph?: boolean; noGraph?: boolean },
|
||||
): boolean {
|
||||
if (opts.noGraph) return false;
|
||||
if (opts.graph) return true;
|
||||
return config.defaults.enableGraph;
|
||||
}
|
||||
|
||||
// ── Main program ──────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.name("mem0")
|
||||
.description(
|
||||
`◆ Mem0 CLI v${CLI_VERSION} · Node.js SDK\n\nThe Memory Layer for AI Agents`,
|
||||
)
|
||||
.option("--version", "Show version and exit.")
|
||||
.on("option:version", () => {
|
||||
console.log(` ${colors.brand("◆ Mem0")} CLI v${CLI_VERSION}`);
|
||||
process.exit(0);
|
||||
})
|
||||
.option("--json", "Output as JSON for agent/programmatic use.")
|
||||
.option(
|
||||
"--agent",
|
||||
"Output as JSON for agent/programmatic use. (alias: --json)",
|
||||
)
|
||||
.usage("<command> [options]")
|
||||
.helpOption("--help", "Show this message and exit.")
|
||||
.addHelpCommand(false)
|
||||
.configureHelp({ formatHelp: richFormatHelp });
|
||||
|
||||
// ── Telemetry hook ───────────────────────────────────────────────────────
|
||||
|
||||
program.hook("preAction", (_thisCommand, actionCommand) => {
|
||||
try {
|
||||
const commandName = actionCommand.name();
|
||||
const parentName = actionCommand.parent?.name();
|
||||
const fullCommand =
|
||||
parentName && parentName !== "mem0"
|
||||
? `${parentName}.${commandName}`
|
||||
: commandName;
|
||||
const isAgent = !!(program.opts().json || program.opts().agent);
|
||||
captureEvent(
|
||||
`cli.${fullCommand}`,
|
||||
{
|
||||
command: fullCommand,
|
||||
is_agent: isAgent,
|
||||
},
|
||||
_validatedUserEmail,
|
||||
);
|
||||
} catch {
|
||||
/* silently swallow */
|
||||
}
|
||||
});
|
||||
|
||||
// ── Init ──────────────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("init")
|
||||
.description("Interactive setup wizard for mem0 CLI.")
|
||||
.option("--api-key <key>", "API key (skip prompt).")
|
||||
.option("-u, --user-id <id>", "Default user ID (skip prompt).")
|
||||
.option("--email <email>", "Login via email verification code.")
|
||||
.option(
|
||||
"--code <code>",
|
||||
"Verification code (use with --email for non-interactive login).",
|
||||
)
|
||||
.option("--force", "Overwrite existing config without confirmation.", false)
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 init\n $ mem0 init --api-key m0-xxx --user-id alice\n $ mem0 init --email you@example.com\n $ mem0 init --email you@example.com --code 123456",
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { runInit } = await import("./commands/init.js");
|
||||
await runInit({
|
||||
apiKey: opts.apiKey,
|
||||
userId: opts.userId,
|
||||
email: opts.email,
|
||||
code: opts.code,
|
||||
force: opts.force,
|
||||
});
|
||||
});
|
||||
|
||||
// ── Memory: add ───────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("add [text]")
|
||||
.description("Add a memory from text, messages, file, or stdin.")
|
||||
.option("-u, --user-id <id>", "Scope to user.")
|
||||
.option("--agent-id <id>", "Scope to agent.")
|
||||
.option("--app-id <id>", "Scope to app.")
|
||||
.option("--run-id <id>", "Scope to run.")
|
||||
.option("--messages <json>", "Conversation messages as JSON.")
|
||||
.option("-f, --file <path>", "Read messages from JSON file.")
|
||||
.option("-m, --metadata <json>", "Custom metadata as JSON.")
|
||||
.option("--immutable", "Prevent future updates.", false)
|
||||
.option("--no-infer", "Skip inference, store raw.")
|
||||
.option("--expires <date>", "Expiration date (YYYY-MM-DD).")
|
||||
.option("--categories <value>", "Categories (JSON array or comma-separated).")
|
||||
.option("--graph", "Enable graph memory extraction.", false)
|
||||
.option("--no-graph", "Disable graph memory extraction.")
|
||||
.option("-o, --output <format>", "Output format: text, json, quiet.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
'\nExamples:\n $ mem0 add "I prefer dark mode" --user-id alice\n $ echo "text" | mem0 add -u alice\n $ mem0 add --file msgs.json -u alice -o json',
|
||||
)
|
||||
.action(async (text, opts) => {
|
||||
const { cmdAdd } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const ids = resolveIds(config, opts);
|
||||
const enableGraph = resolveGraph(config, opts);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdAdd(backend, text, { ...ids, ...opts, enableGraph, output });
|
||||
});
|
||||
|
||||
// ── Memory: search ────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("search [query]")
|
||||
.description(
|
||||
"Query your memory store — semantic, keyword, or hybrid retrieval.",
|
||||
)
|
||||
.option("-u, --user-id <id>", "Filter by user.")
|
||||
.option("--agent-id <id>", "Filter by agent.")
|
||||
.option("--app-id <id>", "Filter by app.")
|
||||
.option("--run-id <id>", "Filter by run.")
|
||||
.option(
|
||||
"-k, --top-k <n>",
|
||||
"Number of results.",
|
||||
(v) => Number.parseInt(v),
|
||||
10,
|
||||
)
|
||||
.option(
|
||||
"--threshold <n>",
|
||||
"Minimum similarity score.",
|
||||
(v) => Number.parseFloat(v),
|
||||
0.3,
|
||||
)
|
||||
.option("--rerank", "Enable reranking (Platform only).", false)
|
||||
.option("--keyword", "Use keyword search.", false)
|
||||
.option("--filter <json>", "Advanced filter expression (JSON).")
|
||||
.option("--fields <list>", "Specific fields to return (comma-separated).")
|
||||
.option("--graph", "Enable graph in search.", false)
|
||||
.option("--no-graph", "Disable graph in search.")
|
||||
.option("-o, --output <format>", "Output: text, json, table.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
'\nExamples:\n $ mem0 search "preferences" --user-id alice\n $ mem0 search "tools" -u alice -o json -k 5\n $ echo "preferences" | mem0 search -u alice',
|
||||
)
|
||||
.action(async (query, opts) => {
|
||||
let resolvedQuery = query;
|
||||
if (!resolvedQuery && !process.stdin.isTTY) {
|
||||
resolvedQuery = fs.readFileSync(0, "utf-8").trim();
|
||||
}
|
||||
if (!resolvedQuery) {
|
||||
printError("No query provided. Pass a query argument or pipe via stdin.");
|
||||
process.exit(1);
|
||||
}
|
||||
const { cmdSearch } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const ids = resolveIds(config, opts);
|
||||
const enableGraph = resolveGraph(config, opts);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdSearch(backend, resolvedQuery, {
|
||||
...ids,
|
||||
topK: opts.topK,
|
||||
threshold: opts.threshold,
|
||||
rerank: opts.rerank,
|
||||
keyword: opts.keyword,
|
||||
filterJson: opts.filter,
|
||||
fields: opts.fields,
|
||||
enableGraph,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
// ── Memory: get ───────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("get <memoryId>")
|
||||
.description("Get a specific memory by ID.")
|
||||
.option("-o, --output <format>", "Output: text, json.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 get abc-123-def-456\n $ mem0 get abc-123-def-456 -o json",
|
||||
)
|
||||
.action(async (memoryId, opts) => {
|
||||
const { cmdGet } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdGet(backend, memoryId, { output });
|
||||
});
|
||||
|
||||
// ── Memory: list ──────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("list")
|
||||
.description("List memories with optional filters.")
|
||||
.option("-u, --user-id <id>", "Filter by user.")
|
||||
.option("--agent-id <id>", "Filter by agent.")
|
||||
.option("--app-id <id>", "Filter by app.")
|
||||
.option("--run-id <id>", "Filter by run.")
|
||||
.option("--page <n>", "Page number.", (v) => Number.parseInt(v), 1)
|
||||
.option(
|
||||
"--page-size <n>",
|
||||
"Results per page.",
|
||||
(v) => Number.parseInt(v),
|
||||
100,
|
||||
)
|
||||
.option("--category <name>", "Filter by category.")
|
||||
.option("--after <date>", "Created after (YYYY-MM-DD).")
|
||||
.option("--before <date>", "Created before (YYYY-MM-DD).")
|
||||
.option("--graph", "Enable graph in listing.", false)
|
||||
.option("--no-graph", "Disable graph in listing.")
|
||||
.option("-o, --output <format>", "Output: text, json, table.", "table")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 list -u alice\n $ mem0 list --category prefs --after 2024-01-01 -o json",
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdList } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const ids = resolveIds(config, opts);
|
||||
const enableGraph = resolveGraph(config, opts);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdList(backend, {
|
||||
...ids,
|
||||
page: opts.page,
|
||||
pageSize: opts.pageSize,
|
||||
category: opts.category,
|
||||
after: opts.after,
|
||||
before: opts.before,
|
||||
enableGraph,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
// ── Memory: update ────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("update <memoryId> [text]")
|
||||
.description("Update a memory's text or metadata.")
|
||||
.option("-m, --metadata <json>", "Update metadata (JSON).")
|
||||
.option("-o, --output <format>", "Output: text, json, quiet.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
`\nExamples:\n $ mem0 update abc-123 "new text"\n $ mem0 update abc-123 --metadata '{"key":"val"}'\n $ echo "new text" | mem0 update abc-123`,
|
||||
)
|
||||
.action(async (memoryId, text, opts) => {
|
||||
let resolvedText = text;
|
||||
if (!resolvedText && !opts.metadata && !process.stdin.isTTY) {
|
||||
resolvedText = fs.readFileSync(0, "utf-8").trim();
|
||||
}
|
||||
const { cmdUpdate } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdUpdate(backend, memoryId, resolvedText, {
|
||||
metadata: opts.metadata,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
// ── Memory: delete (consolidated) ─────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("delete [memoryId]")
|
||||
.description("Delete a memory, all memories matching a scope, or an entity.")
|
||||
.option("--all", "Delete all memories matching scope filters.", false)
|
||||
.option(
|
||||
"--entity",
|
||||
"Delete the entity itself and all its memories (cascade).",
|
||||
false,
|
||||
)
|
||||
.option("--project", "With --all: delete ALL memories project-wide.", false)
|
||||
.option("--dry-run", "Show what would be deleted without deleting.", false)
|
||||
.option("--force", "Skip confirmation.", false)
|
||||
.option("-u, --user-id <id>", "Scope to user.")
|
||||
.option("--agent-id <id>", "Scope to agent.")
|
||||
.option("--app-id <id>", "Scope to app.")
|
||||
.option("--run-id <id>", "Scope to run.")
|
||||
.option("-o, --output <format>", "Output: text, json, quiet.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
[
|
||||
"\nExamples:",
|
||||
" $ mem0 delete abc-123-def-456 # single memory",
|
||||
" $ mem0 delete --all -u alice --force # all memories for user",
|
||||
" $ mem0 delete --all --project --force # project-wide wipe",
|
||||
" $ mem0 delete --entity -u alice --force # entity + all its memories",
|
||||
].join("\n"),
|
||||
)
|
||||
.action(async (memoryId, opts) => {
|
||||
const isAgent = checkAgentMode();
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
// ── Mutual-exclusion checks ──
|
||||
if (memoryId && opts.all) {
|
||||
printError("Cannot combine <memoryId> with --all. Use one or the other.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (memoryId && opts.entity) {
|
||||
printError(
|
||||
"Cannot combine <memoryId> with --entity. Use one or the other.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
if (opts.all && opts.entity) {
|
||||
printError("Cannot combine --all with --entity. Use one or the other.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (!memoryId && !opts.all && !opts.entity) {
|
||||
printError(
|
||||
"Specify a memory ID, --all, or --entity.\n" +
|
||||
" mem0 delete <id> Delete a single memory\n" +
|
||||
" mem0 delete --all [scope] Delete all memories matching scope\n" +
|
||||
" mem0 delete --entity [scope] Delete an entity and all its memories",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
// ── Dispatch: single memory ──
|
||||
if (memoryId) {
|
||||
const { cmdDelete } = await import("./commands/memory.js");
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdDelete(backend, memoryId, {
|
||||
output,
|
||||
dryRun: opts.dryRun,
|
||||
force: opts.force,
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
// ── Dispatch: --all ──
|
||||
if (opts.all) {
|
||||
const { cmdDeleteAll } = await import("./commands/memory.js");
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const ids = opts.project
|
||||
? {
|
||||
userId: undefined,
|
||||
agentId: undefined,
|
||||
appId: undefined,
|
||||
runId: undefined,
|
||||
}
|
||||
: resolveIds(config, opts);
|
||||
await cmdDeleteAll(backend, {
|
||||
force: opts.force,
|
||||
dryRun: opts.dryRun,
|
||||
all: opts.project,
|
||||
...ids,
|
||||
output,
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
// ── Dispatch: --entity ──
|
||||
if (opts.entity) {
|
||||
const { cmdEntitiesDelete } = await import("./commands/entities.js");
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesDelete(backend, { ...opts, output });
|
||||
return;
|
||||
}
|
||||
});
|
||||
|
||||
// ── Config subcommands ────────────────────────────────────────────────────
|
||||
|
||||
const configCmd = program
|
||||
.command("config")
|
||||
.description("Manage mem0 configuration.")
|
||||
.addHelpCommand(false);
|
||||
|
||||
configCmd
|
||||
.command("show")
|
||||
.description("Display current configuration (secrets redacted).")
|
||||
.option("-o, --output <format>", "Output: text, json.", "text")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 config show\n $ mem0 config show -o json",
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdConfigShow } = await import("./commands/config.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
cmdConfigShow({ output });
|
||||
});
|
||||
|
||||
configCmd
|
||||
.command("get <key>")
|
||||
.description("Get a configuration value.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 config get platform.api_key\n $ mem0 config get defaults.user_id",
|
||||
)
|
||||
.action(async (key) => {
|
||||
const { cmdConfigGet } = await import("./commands/config.js");
|
||||
checkAgentMode();
|
||||
cmdConfigGet(key);
|
||||
});
|
||||
|
||||
configCmd
|
||||
.command("set <key> <value>")
|
||||
.description("Set a configuration value.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 config set defaults.user_id alice\n $ mem0 config set platform.base_url https://api.mem0.ai",
|
||||
)
|
||||
.action(async (key, value) => {
|
||||
const { cmdConfigSet } = await import("./commands/config.js");
|
||||
checkAgentMode();
|
||||
cmdConfigSet(key, value);
|
||||
});
|
||||
|
||||
// ── Entity subcommand group ───────────────────────────────────────────────
|
||||
|
||||
const entityCmd = program
|
||||
.command("entity")
|
||||
.description("Manage entities.")
|
||||
.addHelpCommand(false)
|
||||
.configureHelp({ formatHelp: richFormatHelp });
|
||||
|
||||
entityCmd
|
||||
.command("list <entityType>")
|
||||
.description("List all entities of a given type.")
|
||||
.option("-o, --output <format>", "Output: table, json.", "table")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 entity list users\n $ mem0 entity list agents -o json",
|
||||
)
|
||||
.action(async (entityType, opts) => {
|
||||
const { cmdEntitiesList } = await import("./commands/entities.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEntitiesList(backend, entityType, { output });
|
||||
});
|
||||
|
||||
entityCmd
|
||||
.command("delete")
|
||||
.description("Delete an entity and ALL its memories (cascade).")
|
||||
.option("--dry-run", "Show what would be deleted without deleting.", false)
|
||||
.option("-u, --user-id <id>", "Scope to user.")
|
||||
.option("--agent-id <id>", "Scope to agent.")
|
||||
.option("--app-id <id>", "Scope to app.")
|
||||
.option("--run-id <id>", "Scope to run.")
|
||||
.option("--force", "Skip confirmation.", false)
|
||||
.option("-o, --output <format>", "Output: text, json, quiet.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 entity delete --user-id alice --force\n $ mem0 entity delete --user-id alice --dry-run",
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdEntitiesDelete } = await import("./commands/entities.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEntitiesDelete(backend, { ...opts, output });
|
||||
});
|
||||
|
||||
// ── Event subcommands ─────────────────────────────────────────────────────
|
||||
|
||||
const eventCmd = program
|
||||
.command("event")
|
||||
.description("Inspect background processing events.")
|
||||
.addHelpCommand(false)
|
||||
.configureHelp({ formatHelp: richFormatHelp });
|
||||
|
||||
eventCmd
|
||||
.command("list")
|
||||
.description("List recent background processing events.")
|
||||
.option("-o, --output <format>", "Output: table, json.", "table")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 event list\n $ mem0 event list -o json",
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdEventList } = await import("./commands/events.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEventList(backend, { output });
|
||||
});
|
||||
|
||||
eventCmd
|
||||
.command("status <eventId>")
|
||||
.description("Check the status of a specific background event.")
|
||||
.option("-o, --output <format>", "Output: text, json.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 event status <event-id>\n $ mem0 event status <event-id> -o json",
|
||||
)
|
||||
.action(async (eventId, opts) => {
|
||||
const { cmdEventStatus } = await import("./commands/events.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEventStatus(backend, eventId, { output });
|
||||
});
|
||||
|
||||
// ── Utility commands ──────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("status")
|
||||
.description("Check connectivity and authentication.")
|
||||
.option("-o, --output <format>", "Output: text, json.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText("after", "\nExamples:\n $ mem0 status\n $ mem0 status -o json")
|
||||
.action(async (opts) => {
|
||||
const { cmdStatus } = await import("./commands/utils.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdStatus(backend, {
|
||||
userId: config.defaults.userId || undefined,
|
||||
agentId: config.defaults.agentId || undefined,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
program
|
||||
.command("import <filePath>")
|
||||
.description("Import memories from a JSON file.")
|
||||
.option("-u, --user-id <id>", "Override user ID.")
|
||||
.option("--agent-id <id>", "Override agent ID.")
|
||||
.option("-o, --output <format>", "Output: text, json.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 import data.json --user-id alice\n $ mem0 import data.json -u alice -o json",
|
||||
)
|
||||
.action(async (filePath, opts) => {
|
||||
const { cmdImport } = await import("./commands/utils.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const ids = resolveIds(config, opts);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdImport(backend, filePath, {
|
||||
userId: ids.userId,
|
||||
agentId: ids.agentId,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
// ── Help (machine-readable) ──────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("help")
|
||||
.description(
|
||||
"Show help. Use --json for machine-readable output (for LLM agents).",
|
||||
)
|
||||
.option("--json", "Output machine-readable JSON for LLM agents.", false)
|
||||
.addHelpText("after", "\nExamples:\n $ mem0 help\n $ mem0 help --json")
|
||||
.action((opts) => {
|
||||
// opts.json is set when `mem0 help --json` is used (subcommand flag).
|
||||
// program.opts().json is set when the root --json global flag was used first.
|
||||
if (opts.json || program.opts().json) {
|
||||
// Load spec from parent directory
|
||||
const __dirname = path.dirname(fileURLToPath(import.meta.url));
|
||||
const specPath = path.join(__dirname, "..", "..", "cli-spec.json");
|
||||
if (fs.existsSync(specPath)) {
|
||||
const spec = JSON.parse(fs.readFileSync(specPath, "utf-8"));
|
||||
console.log(JSON.stringify(spec, null, 2));
|
||||
} else {
|
||||
console.log(
|
||||
JSON.stringify(
|
||||
{
|
||||
name: "mem0",
|
||||
version: CLI_VERSION,
|
||||
description: "The Memory Layer for AI Agents",
|
||||
},
|
||||
null,
|
||||
2,
|
||||
),
|
||||
);
|
||||
}
|
||||
} else {
|
||||
const { brand: b } = colors;
|
||||
console.log(
|
||||
`${b("◆ Mem0 CLI")} v${CLI_VERSION} · Node.js SDK\n The Memory Layer for AI Agents\n`,
|
||||
);
|
||||
console.log("Usage: mem0 <command> [OPTIONS]\n");
|
||||
console.log("Commands:");
|
||||
console.log(
|
||||
" add Add a memory from text, messages, file, or stdin",
|
||||
);
|
||||
console.log(
|
||||
" search Query your memory store (semantic, keyword, hybrid)",
|
||||
);
|
||||
console.log(" get Get a specific memory by ID");
|
||||
console.log(" list List memories with optional filters");
|
||||
console.log(" update Update a memory's text or metadata");
|
||||
console.log(
|
||||
" delete Delete a memory, all memories, or an entity",
|
||||
);
|
||||
console.log(" import Import memories from a JSON file");
|
||||
console.log(" config Manage configuration (show, get, set)");
|
||||
console.log(" entity Manage entities (list, delete)");
|
||||
console.log(
|
||||
" event Inspect background events (list, status)",
|
||||
);
|
||||
console.log(" init Interactive setup wizard");
|
||||
console.log(" status Check connectivity and authentication");
|
||||
console.log();
|
||||
console.log(" mem0 <command> --help Get help for a command");
|
||||
console.log(
|
||||
" mem0 help --json Machine-readable help (for LLM agents)",
|
||||
);
|
||||
console.log();
|
||||
}
|
||||
});
|
||||
|
||||
// ── Entrypoint ────────────────────────────────────────────────────────────
|
||||
|
||||
program.parse();
|
||||
@@ -0,0 +1,381 @@
|
||||
/**
|
||||
* Output formatting for mem0 CLI — text, JSON, table, quiet modes.
|
||||
*/
|
||||
|
||||
import boxen from "boxen";
|
||||
import Table from "cli-table3";
|
||||
import { colors, sym } from "./branding.js";
|
||||
|
||||
const { brand, accent, success, error: errorColor, dim } = colors;
|
||||
|
||||
function formatDate(dtStr?: string): string | undefined {
|
||||
if (!dtStr) return undefined;
|
||||
try {
|
||||
const dt = new Date(dtStr.replace("Z", "+00:00"));
|
||||
return dt.toISOString().slice(0, 10);
|
||||
} catch {
|
||||
return dtStr?.slice(0, 10);
|
||||
}
|
||||
}
|
||||
|
||||
export function formatMemoriesText(
|
||||
memories: Record<string, unknown>[],
|
||||
title = "memories",
|
||||
): void {
|
||||
const count = memories.length;
|
||||
console.log(`\n${brand(`Found ${count} ${title}:`)}\n`);
|
||||
|
||||
for (let i = 0; i < memories.length; i++) {
|
||||
const mem = memories[i];
|
||||
const memoryText = (mem.memory ?? mem.text ?? "") as string;
|
||||
const memId = ((mem.id as string) ?? "").slice(0, 8);
|
||||
const score = mem.score as number | undefined;
|
||||
const created = formatDate(mem.created_at as string | undefined);
|
||||
let category: string | undefined;
|
||||
const cats = mem.categories;
|
||||
if (Array.isArray(cats)) {
|
||||
category = cats[0] as string | undefined;
|
||||
}
|
||||
|
||||
console.log(` ${i + 1}. ${memoryText}`);
|
||||
|
||||
const details: string[] = [];
|
||||
if (score !== undefined) details.push(`Score: ${score.toFixed(2)}`);
|
||||
if (memId) details.push(`ID: ${memId}`);
|
||||
if (created) details.push(`Created: ${created}`);
|
||||
if (category) details.push(`Category: ${category}`);
|
||||
|
||||
if (details.length > 0) {
|
||||
console.log(` ${dim(details.join(" · "))}`);
|
||||
}
|
||||
console.log();
|
||||
}
|
||||
}
|
||||
|
||||
export function formatMemoriesTable(
|
||||
memories: Record<string, unknown>[],
|
||||
opts: { showScore?: boolean } = {},
|
||||
): void {
|
||||
const head = opts.showScore
|
||||
? [
|
||||
accent("ID"),
|
||||
accent("Score"),
|
||||
accent("Memory"),
|
||||
accent("Category"),
|
||||
accent("Created"),
|
||||
]
|
||||
: [accent("ID"), accent("Memory"), accent("Category"), accent("Created")];
|
||||
const colWidths = opts.showScore ? [38, 8, 40, 16, 14] : [38, 40, 16, 14];
|
||||
const table = new Table({
|
||||
head,
|
||||
colWidths,
|
||||
wordWrap: true,
|
||||
style: { head: [], border: [] },
|
||||
});
|
||||
|
||||
for (const mem of memories) {
|
||||
const memId = (mem.id as string) ?? "";
|
||||
let memoryText = (mem.memory ?? mem.text ?? "") as string;
|
||||
if (memoryText.length > 60) {
|
||||
memoryText = `${memoryText.slice(0, 57)}...`;
|
||||
}
|
||||
const categories = mem.categories;
|
||||
const cat =
|
||||
Array.isArray(categories) && categories.length > 0
|
||||
? categories.length > 1
|
||||
? `${categories[0]} (+${categories.length - 1})`
|
||||
: (categories[0] as string)
|
||||
: "—";
|
||||
const created = formatDate(mem.created_at as string | undefined) ?? "—";
|
||||
if (opts.showScore) {
|
||||
const score = mem.score as number | undefined;
|
||||
const scoreStr = score !== undefined ? score.toFixed(2) : "—";
|
||||
table.push([dim(memId), scoreStr, memoryText, cat, created]);
|
||||
} else {
|
||||
table.push([dim(memId), memoryText, cat, created]);
|
||||
}
|
||||
}
|
||||
|
||||
console.log();
|
||||
console.log(table.toString());
|
||||
console.log();
|
||||
}
|
||||
|
||||
export function formatJson(data: unknown): void {
|
||||
console.log(JSON.stringify(data, null, 2));
|
||||
}
|
||||
|
||||
export function formatSingleMemory(
|
||||
mem: Record<string, unknown>,
|
||||
output = "text",
|
||||
): void {
|
||||
if (output === "json") {
|
||||
formatJson(mem);
|
||||
return;
|
||||
}
|
||||
|
||||
const memoryText = (mem.memory ?? mem.text ?? "") as string;
|
||||
const memId = (mem.id ?? "") as string;
|
||||
|
||||
const lines: string[] = [];
|
||||
lines.push(` ${memoryText}`);
|
||||
lines.push("");
|
||||
|
||||
if (memId) lines.push(` ${dim("ID:")} ${memId}`);
|
||||
const created = formatDate(mem.created_at as string | undefined);
|
||||
if (created) lines.push(` ${dim("Created:")} ${created}`);
|
||||
const updated = formatDate(mem.updated_at as string | undefined);
|
||||
if (updated) lines.push(` ${dim("Updated:")} ${updated}`);
|
||||
const meta = mem.metadata;
|
||||
if (meta) lines.push(` ${dim("Metadata:")} ${JSON.stringify(meta)}`);
|
||||
const categories = mem.categories;
|
||||
if (categories) {
|
||||
const catStr = Array.isArray(categories)
|
||||
? categories.join(", ")
|
||||
: String(categories);
|
||||
lines.push(` ${dim("Categories:")} ${catStr}`);
|
||||
}
|
||||
|
||||
const content = lines.join("\n");
|
||||
console.log();
|
||||
console.log(
|
||||
boxen(content, {
|
||||
title: brand("Memory"),
|
||||
titleAlignment: "left",
|
||||
borderColor: "magenta",
|
||||
padding: 1,
|
||||
}),
|
||||
);
|
||||
console.log();
|
||||
}
|
||||
|
||||
export function formatAddResult(
|
||||
result: Record<string, unknown> | Record<string, unknown>[],
|
||||
output = "text",
|
||||
): void {
|
||||
if (output === "json") {
|
||||
formatJson(result);
|
||||
return;
|
||||
}
|
||||
if (output === "quiet") return;
|
||||
|
||||
const results: Record<string, unknown>[] = Array.isArray(result)
|
||||
? result
|
||||
: ((result.results as Record<string, unknown>[]) ?? [result]);
|
||||
|
||||
if (!results.length) {
|
||||
console.log(` ${dim("No memories extracted.")}`);
|
||||
return;
|
||||
}
|
||||
|
||||
console.log();
|
||||
const seenPendingEvents = new Set<string>();
|
||||
for (const r of results) {
|
||||
// Detect async PENDING response
|
||||
if (r.status === "PENDING") {
|
||||
const eventId = (r.event_id as string) ?? "";
|
||||
// Deduplicate PENDING entries with the same event_id
|
||||
if (eventId && seenPendingEvents.has(eventId)) continue;
|
||||
if (eventId) seenPendingEvents.add(eventId);
|
||||
const icon = accent(sym("⧗", "..."));
|
||||
const parts = [
|
||||
` ${icon} ${dim("Queued".padEnd(10))}`,
|
||||
"Processing in background",
|
||||
];
|
||||
console.log(parts.join(" "));
|
||||
if (eventId) {
|
||||
console.log(` ${dim(` event_id: ${eventId}`)}`);
|
||||
console.log(
|
||||
` ${dim(` → Check status: mem0 event status ${eventId}`)}`,
|
||||
);
|
||||
}
|
||||
continue;
|
||||
}
|
||||
|
||||
const event = (r.event ?? "ADD") as string;
|
||||
const memory = (r.memory ?? r.text ?? r.content ?? r.data ?? "") as string;
|
||||
const memId = ((r.id as string) ?? (r.memory_id as string) ?? "").slice(
|
||||
0,
|
||||
8,
|
||||
);
|
||||
|
||||
let icon: string;
|
||||
let label: string;
|
||||
if (event === "ADD") {
|
||||
icon = success("+");
|
||||
label = "Added";
|
||||
} else if (event === "UPDATE") {
|
||||
icon = accent("~");
|
||||
label = "Updated";
|
||||
} else if (event === "DELETE") {
|
||||
icon = errorColor("-");
|
||||
label = "Deleted";
|
||||
} else if (event === "NOOP") {
|
||||
icon = dim("·");
|
||||
label = "No change";
|
||||
} else {
|
||||
icon = dim("?");
|
||||
label = event;
|
||||
}
|
||||
|
||||
const parts = [` ${icon} ${dim(label.padEnd(10))}`];
|
||||
if (memory) parts.push(memory);
|
||||
if (memId) parts.push(dim(`(${memId})`));
|
||||
console.log(parts.join(" "));
|
||||
}
|
||||
console.log();
|
||||
}
|
||||
|
||||
export function formatJsonEnvelope(opts: {
|
||||
command: string;
|
||||
data: unknown;
|
||||
durationMs?: number;
|
||||
scope?: Record<string, string | undefined>;
|
||||
count?: number;
|
||||
status?: string;
|
||||
error?: string;
|
||||
}): void {
|
||||
const envelope: Record<string, unknown> = {
|
||||
status: opts.status ?? "success",
|
||||
command: opts.command,
|
||||
};
|
||||
if (opts.durationMs !== undefined) envelope.duration_ms = opts.durationMs;
|
||||
if (opts.scope !== undefined) envelope.scope = opts.scope;
|
||||
if (opts.count !== undefined) envelope.count = opts.count;
|
||||
if (opts.error) envelope.error = opts.error;
|
||||
envelope.data = opts.data;
|
||||
console.log(JSON.stringify(envelope, null, 2));
|
||||
}
|
||||
|
||||
function pick(
|
||||
obj: Record<string, unknown>,
|
||||
keys: string[],
|
||||
): Record<string, unknown> {
|
||||
const result: Record<string, unknown> = {};
|
||||
for (const key of keys) {
|
||||
if (key in obj) result[key] = obj[key];
|
||||
}
|
||||
return result;
|
||||
}
|
||||
|
||||
export function sanitizeAgentData(command: string, data: unknown): unknown {
|
||||
if (data === null || data === undefined) return data;
|
||||
|
||||
switch (command) {
|
||||
case "add": {
|
||||
const items = Array.isArray(data) ? data : [data];
|
||||
return items.map((item) => {
|
||||
const r = item as Record<string, unknown>;
|
||||
if (r.status === "PENDING") return pick(r, ["status", "event_id"]);
|
||||
return pick(r, ["id", "memory", "event"]);
|
||||
});
|
||||
}
|
||||
case "search":
|
||||
return (data as Record<string, unknown>[]).map((r) =>
|
||||
pick(r, ["id", "memory", "score", "created_at", "categories"]),
|
||||
);
|
||||
case "list":
|
||||
return (data as Record<string, unknown>[]).map((r) =>
|
||||
pick(r, ["id", "memory", "created_at", "categories"]),
|
||||
);
|
||||
case "get": {
|
||||
const r = data as Record<string, unknown>;
|
||||
return pick(r, [
|
||||
"id",
|
||||
"memory",
|
||||
"created_at",
|
||||
"updated_at",
|
||||
"categories",
|
||||
"metadata",
|
||||
]);
|
||||
}
|
||||
case "update": {
|
||||
const r = data as Record<string, unknown>;
|
||||
return pick(r, ["id", "memory"]);
|
||||
}
|
||||
case "delete":
|
||||
case "delete-all":
|
||||
case "entity delete":
|
||||
return data;
|
||||
case "entity list":
|
||||
return (data as Record<string, unknown>[]).map((r) => ({
|
||||
name: (r.name ?? r.id) as string,
|
||||
...pick(r, ["type", "count"]),
|
||||
}));
|
||||
case "event list":
|
||||
return (data as Record<string, unknown>[]).map((r) =>
|
||||
pick(r, ["id", "event_type", "status", "latency", "created_at"]),
|
||||
);
|
||||
case "event status": {
|
||||
const ev = data as Record<string, unknown>;
|
||||
const rawResults =
|
||||
(ev.results as Record<string, unknown>[] | undefined) ?? [];
|
||||
const sanitizedResults = rawResults.map((r) => {
|
||||
const nested = r.data as Record<string, unknown> | undefined;
|
||||
return {
|
||||
id: r.id,
|
||||
event: r.event,
|
||||
user_id: r.user_id,
|
||||
memory: nested?.memory ?? null,
|
||||
};
|
||||
});
|
||||
return {
|
||||
...pick(ev, [
|
||||
"id",
|
||||
"event_type",
|
||||
"status",
|
||||
"latency",
|
||||
"created_at",
|
||||
"updated_at",
|
||||
]),
|
||||
results: sanitizedResults,
|
||||
};
|
||||
}
|
||||
default:
|
||||
return data;
|
||||
}
|
||||
}
|
||||
|
||||
export function formatAgentEnvelope(opts: {
|
||||
command: string;
|
||||
data: unknown;
|
||||
durationMs?: number;
|
||||
scope?: Record<string, string | undefined>;
|
||||
count?: number;
|
||||
}): void {
|
||||
const envelope: Record<string, unknown> = {
|
||||
status: "success",
|
||||
command: opts.command,
|
||||
};
|
||||
if (opts.durationMs !== undefined) envelope.duration_ms = opts.durationMs;
|
||||
if (opts.scope) {
|
||||
const filtered = Object.fromEntries(
|
||||
Object.entries(opts.scope).filter(([, v]) => v),
|
||||
);
|
||||
if (Object.keys(filtered).length > 0) envelope.scope = filtered;
|
||||
}
|
||||
if (opts.count !== undefined) envelope.count = opts.count;
|
||||
envelope.data = sanitizeAgentData(opts.command, opts.data);
|
||||
console.log(JSON.stringify(envelope, null, 2));
|
||||
}
|
||||
|
||||
export function printResultSummary(opts: {
|
||||
count: number;
|
||||
durationSecs?: number;
|
||||
page?: number;
|
||||
scopeIds?: Record<string, string | undefined>;
|
||||
}): void {
|
||||
const parts = [`${opts.count} result${opts.count !== 1 ? "s" : ""}`];
|
||||
if (opts.page !== undefined) parts.push(`page ${opts.page}`);
|
||||
if (opts.scopeIds) {
|
||||
const scopeParts = Object.entries(opts.scopeIds)
|
||||
.filter(([, v]) => v)
|
||||
.map(([k, v]) => `${k}=${v}`);
|
||||
if (scopeParts.length > 0) parts.push(scopeParts.join(", "));
|
||||
}
|
||||
if (opts.durationSecs !== undefined)
|
||||
parts.push(`${opts.durationSecs.toFixed(2)}s`);
|
||||
|
||||
console.log(` ${dim(parts.join(" · "))}`);
|
||||
console.log();
|
||||
}
|
||||
@@ -0,0 +1,23 @@
|
||||
/**
|
||||
* Agent mode state — set by the root program option handler,
|
||||
* read by commands and branding functions.
|
||||
*/
|
||||
|
||||
let _agentMode = false;
|
||||
let _currentCommand = "";
|
||||
|
||||
export function isAgentMode(): boolean {
|
||||
return _agentMode;
|
||||
}
|
||||
|
||||
export function setAgentMode(val: boolean): void {
|
||||
_agentMode = val;
|
||||
}
|
||||
|
||||
export function getCurrentCommand(): string {
|
||||
return _currentCommand;
|
||||
}
|
||||
|
||||
export function setCurrentCommand(name: string): void {
|
||||
_currentCommand = name;
|
||||
}
|
||||
@@ -0,0 +1,106 @@
|
||||
/**
|
||||
* CLI telemetry — anonymous usage tracking via PostHog.
|
||||
*
|
||||
* Sends fire-and-forget events by spawning a detached child process
|
||||
* (telemetry-sender.cjs). The parent CLI process exits immediately;
|
||||
* the child handles email resolution, caching, and the HTTP POST.
|
||||
*
|
||||
* Disable with: MEM0_TELEMETRY=false
|
||||
*/
|
||||
|
||||
import { spawn } from "node:child_process";
|
||||
import { createHash } from "node:crypto";
|
||||
import path from "node:path";
|
||||
import { fileURLToPath } from "node:url";
|
||||
import { CONFIG_FILE, loadConfig } from "./config.js";
|
||||
import { CLI_VERSION } from "./version.js";
|
||||
|
||||
const POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX";
|
||||
const POSTHOG_HOST = "https://us.i.posthog.com/i/v0/e/";
|
||||
|
||||
const __dirname = path.dirname(fileURLToPath(import.meta.url));
|
||||
const SENDER_SCRIPT = path.join(__dirname, "..", "telemetry-sender.cjs");
|
||||
|
||||
function isTelemetryEnabled(): boolean {
|
||||
try {
|
||||
return process.env.MEM0_TELEMETRY !== "false";
|
||||
} catch {
|
||||
return true;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Return a stable anonymous identifier for the current user.
|
||||
*
|
||||
* Priority: cached user_email (from /v1/ping/) > MD5(api_key) > fallback.
|
||||
* Matches the SDK pattern in mem0-ts/src/client/mem0.ts.
|
||||
*/
|
||||
function getDistinctId(): string {
|
||||
try {
|
||||
const config = loadConfig();
|
||||
if (config.platform.userEmail) {
|
||||
return config.platform.userEmail;
|
||||
}
|
||||
if (config.platform.apiKey) {
|
||||
return createHash("md5").update(config.platform.apiKey).digest("hex");
|
||||
}
|
||||
} catch {
|
||||
/* ignore */
|
||||
}
|
||||
return "anonymous-cli";
|
||||
}
|
||||
|
||||
/**
|
||||
* Fire a PostHog event (non-blocking, returns void, never throws).
|
||||
* Spawns telemetry-sender.cjs as a detached subprocess.
|
||||
*
|
||||
* When `preResolvedEmail` is provided (e.g. from an upfront ping
|
||||
* validation), it is used directly as the PostHog distinct ID and the
|
||||
* subprocess skips its own `/v1/ping/` call.
|
||||
*/
|
||||
export function captureEvent(
|
||||
eventName: string,
|
||||
properties: Record<string, unknown> = {},
|
||||
preResolvedEmail?: string,
|
||||
): void {
|
||||
if (!isTelemetryEnabled()) return;
|
||||
|
||||
try {
|
||||
const config = loadConfig();
|
||||
const distinctId = preResolvedEmail || getDistinctId();
|
||||
|
||||
const payload = {
|
||||
api_key: POSTHOG_API_KEY,
|
||||
distinct_id: distinctId,
|
||||
event: eventName,
|
||||
properties: {
|
||||
source: "CLI",
|
||||
language: "node",
|
||||
cli_version: CLI_VERSION,
|
||||
node_version: process.version,
|
||||
os: process.platform,
|
||||
...properties,
|
||||
$process_person_profile: false,
|
||||
$lib: "posthog-node",
|
||||
},
|
||||
};
|
||||
|
||||
const context = {
|
||||
payload,
|
||||
posthogHost: POSTHOG_HOST,
|
||||
needsEmail: !distinctId || !distinctId.includes("@"),
|
||||
mem0ApiKey: config.platform.apiKey || "",
|
||||
mem0BaseUrl: config.platform.baseUrl || "https://api.mem0.ai",
|
||||
configPath: CONFIG_FILE,
|
||||
};
|
||||
|
||||
const child = spawn(
|
||||
process.execPath,
|
||||
[SENDER_SCRIPT, JSON.stringify(context)],
|
||||
{ detached: true, stdio: "ignore" },
|
||||
);
|
||||
child.unref();
|
||||
} catch {
|
||||
/* silently swallow */
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,10 @@
|
||||
import { createRequire } from "node:module";
|
||||
|
||||
// __CLI_VERSION__ is replaced at build time by tsup (see tsup.config.ts).
|
||||
// When running via tsx in dev/test mode, fall back to reading package.json.
|
||||
// typeof is safe to use on undeclared identifiers — it returns 'undefined' without throwing.
|
||||
export const CLI_VERSION: string =
|
||||
typeof __CLI_VERSION__ !== "undefined"
|
||||
? (__CLI_VERSION__ as string)
|
||||
: (createRequire(import.meta.url)("../package.json") as { version: string })
|
||||
.version;
|
||||
@@ -0,0 +1,108 @@
|
||||
/**
|
||||
* Standalone telemetry sender — runs as a detached child process.
|
||||
*
|
||||
* Usage: node telemetry-sender.cjs '<json context>'
|
||||
*
|
||||
* This script is spawned by telemetry.captureEvent() and runs independently
|
||||
* of the parent CLI process. It:
|
||||
*
|
||||
* 1. Resolves the user's email via /v1/ping/ if not already cached
|
||||
* 2. Caches the email in ~/.mem0/config.json for future runs
|
||||
* 3. Sends the PostHog event
|
||||
*
|
||||
* All errors are silently swallowed — this process must never produce output
|
||||
* or affect the user experience.
|
||||
*/
|
||||
|
||||
"use strict";
|
||||
|
||||
const https = require("https");
|
||||
const fs = require("fs");
|
||||
|
||||
function httpsRequest(url, method, headers, body) {
|
||||
return new Promise((resolve, reject) => {
|
||||
const u = new URL(url);
|
||||
const opts = {
|
||||
hostname: u.hostname,
|
||||
path: u.pathname + u.search,
|
||||
method,
|
||||
headers,
|
||||
timeout: 10000,
|
||||
};
|
||||
const req = https.request(opts, (res) => {
|
||||
let data = "";
|
||||
res.on("data", (chunk) => (data += chunk));
|
||||
res.on("end", () => {
|
||||
try {
|
||||
resolve(JSON.parse(data));
|
||||
} catch {
|
||||
resolve({});
|
||||
}
|
||||
});
|
||||
});
|
||||
req.on("error", reject);
|
||||
req.on("timeout", () => {
|
||||
req.destroy();
|
||||
reject(new Error("timeout"));
|
||||
});
|
||||
if (body) {
|
||||
req.end(body);
|
||||
} else {
|
||||
req.end();
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
async function resolveAndCacheEmail(ctx, payload) {
|
||||
try {
|
||||
const pingUrl = ctx.mem0BaseUrl.replace(/\/+$/, "") + "/v1/ping/";
|
||||
const data = await httpsRequest(pingUrl, "GET", {
|
||||
Authorization: "Token " + ctx.mem0ApiKey,
|
||||
"Content-Type": "application/json",
|
||||
});
|
||||
if (data.user_email) {
|
||||
payload.distinct_id = data.user_email;
|
||||
cacheEmail(ctx.configPath, data.user_email);
|
||||
}
|
||||
} catch {
|
||||
// silently swallow
|
||||
}
|
||||
}
|
||||
|
||||
function cacheEmail(configPath, email) {
|
||||
if (!configPath) return;
|
||||
try {
|
||||
const raw = fs.readFileSync(configPath, "utf-8");
|
||||
const cfg = JSON.parse(raw);
|
||||
if (!cfg.platform) cfg.platform = {};
|
||||
cfg.platform.user_email = email;
|
||||
fs.writeFileSync(configPath, JSON.stringify(cfg, null, 2));
|
||||
} catch {
|
||||
// silently swallow
|
||||
}
|
||||
}
|
||||
|
||||
async function sendPosthogEvent(posthogHost, payload) {
|
||||
try {
|
||||
const body = JSON.stringify(payload);
|
||||
await httpsRequest(posthogHost, "POST", {
|
||||
"Content-Type": "application/json",
|
||||
"Content-Length": Buffer.byteLength(body),
|
||||
}, body);
|
||||
} catch {
|
||||
// silently swallow
|
||||
}
|
||||
}
|
||||
|
||||
async function main() {
|
||||
const ctx = JSON.parse(process.argv[2]);
|
||||
const payload = ctx.payload;
|
||||
|
||||
if (ctx.needsEmail && ctx.mem0ApiKey) {
|
||||
await resolveAndCacheEmail(ctx, payload);
|
||||
}
|
||||
|
||||
await sendPosthogEvent(ctx.posthogHost, payload);
|
||||
}
|
||||
|
||||
main().catch(() => {});
|
||||
@@ -0,0 +1,98 @@
|
||||
/**
|
||||
* Tests for branding utilities.
|
||||
*/
|
||||
|
||||
import { describe, it, expect, beforeEach, afterEach } from "vitest";
|
||||
import {
|
||||
BRAND_COLOR,
|
||||
SUCCESS_COLOR,
|
||||
ERROR_COLOR,
|
||||
TAGLINE,
|
||||
LOGO_MINI,
|
||||
printSuccess,
|
||||
printError,
|
||||
printWarning,
|
||||
printInfo,
|
||||
printScope,
|
||||
} from "../src/branding.js";
|
||||
|
||||
let output: string;
|
||||
let errOutput: string;
|
||||
const originalLog = console.log;
|
||||
const originalError = console.error;
|
||||
|
||||
beforeEach(() => {
|
||||
output = "";
|
||||
errOutput = "";
|
||||
console.log = (...args: unknown[]) => {
|
||||
output += args.map(String).join(" ") + "\n";
|
||||
};
|
||||
console.error = (...args: unknown[]) => {
|
||||
errOutput += args.map(String).join(" ") + "\n";
|
||||
};
|
||||
});
|
||||
|
||||
afterEach(() => {
|
||||
console.log = originalLog;
|
||||
console.error = originalError;
|
||||
});
|
||||
|
||||
describe("branding constants", () => {
|
||||
it("has correct brand color", () => {
|
||||
expect(BRAND_COLOR).toBe("#8b5cf6");
|
||||
});
|
||||
|
||||
it("has correct tagline", () => {
|
||||
expect(TAGLINE).toBe("The Memory Layer for AI Agents");
|
||||
});
|
||||
|
||||
it("has correct logo mini", () => {
|
||||
expect(LOGO_MINI).toBe("◆ mem0");
|
||||
});
|
||||
});
|
||||
|
||||
describe("printSuccess", () => {
|
||||
it("prints success message", () => {
|
||||
printSuccess("Operation completed");
|
||||
expect(output).toContain("Operation completed");
|
||||
});
|
||||
});
|
||||
|
||||
describe("printError", () => {
|
||||
it("prints error message to stderr", () => {
|
||||
printError("Something failed");
|
||||
expect(errOutput).toContain("Something failed");
|
||||
});
|
||||
|
||||
it("prints hint when provided to stderr", () => {
|
||||
printError("Failed", "Try again");
|
||||
expect(errOutput).toContain("Try again");
|
||||
});
|
||||
});
|
||||
|
||||
describe("printWarning", () => {
|
||||
it("prints warning message to stderr", () => {
|
||||
printWarning("Be careful");
|
||||
expect(errOutput).toContain("Be careful");
|
||||
});
|
||||
});
|
||||
|
||||
describe("printInfo", () => {
|
||||
it("prints info message", () => {
|
||||
printInfo("Important note");
|
||||
expect(errOutput).toContain("Important note");
|
||||
});
|
||||
});
|
||||
|
||||
describe("printScope", () => {
|
||||
it("prints scope when IDs present", () => {
|
||||
printScope({ user_id: "alice", agent_id: "bot" });
|
||||
expect(errOutput).toContain("alice");
|
||||
expect(errOutput).toContain("bot");
|
||||
});
|
||||
|
||||
it("prints nothing when no IDs", () => {
|
||||
printScope({});
|
||||
expect(errOutput).toBe("");
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,149 @@
|
||||
/**
|
||||
* Integration tests — invoke CLI as subprocess to test end-to-end.
|
||||
*/
|
||||
|
||||
import { describe, it, expect } from "vitest";
|
||||
import { execSync } from "node:child_process";
|
||||
import fs from "node:fs";
|
||||
import os from "node:os";
|
||||
import path from "node:path";
|
||||
|
||||
function run(
|
||||
args: string[],
|
||||
opts: { home?: string; env?: Record<string, string> } = {},
|
||||
): { stdout: string; stderr: string; exitCode: number } {
|
||||
const env = { ...process.env };
|
||||
// Strip MEM0_ env vars
|
||||
for (const key of Object.keys(env)) {
|
||||
if (key.startsWith("MEM0_")) delete env[key];
|
||||
}
|
||||
if (opts.home) env.HOME = opts.home;
|
||||
if (opts.env) Object.assign(env, opts.env);
|
||||
|
||||
try {
|
||||
const stdout = execSync(
|
||||
`npx tsx src/index.ts ${args.join(" ")}`,
|
||||
{ cwd: path.join(__dirname, ".."), env, encoding: "utf-8", timeout: 15000 },
|
||||
);
|
||||
return { stdout, stderr: "", exitCode: 0 };
|
||||
} catch (e: any) {
|
||||
return {
|
||||
stdout: e.stdout ?? "",
|
||||
stderr: e.stderr ?? "",
|
||||
exitCode: e.status ?? 1,
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
describe("CLI Integration — help and version", () => {
|
||||
it("shows help with --help", () => {
|
||||
const result = run(["--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("mem0");
|
||||
expect(result.stdout).toContain("add");
|
||||
expect(result.stdout).toContain("search");
|
||||
});
|
||||
|
||||
it("help --json produces valid JSON", () => {
|
||||
const result = run(["help", "--json"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
const parsed = JSON.parse(result.stdout);
|
||||
// spec may have cli.name or top-level name
|
||||
const name = parsed.name ?? parsed.cli?.name;
|
||||
expect(name).toBe("mem0");
|
||||
});
|
||||
|
||||
it("shows add help", () => {
|
||||
const result = run(["add", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("user-id");
|
||||
expect(result.stdout).toContain("messages");
|
||||
});
|
||||
|
||||
it("shows search help", () => {
|
||||
const result = run(["search", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("top-k");
|
||||
});
|
||||
|
||||
it("shows list help", () => {
|
||||
const result = run(["list", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("page-size");
|
||||
});
|
||||
|
||||
it("shows delete help with --all, --entity, --project", () => {
|
||||
const result = run(["delete", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("--all");
|
||||
expect(result.stdout).toContain("--entity");
|
||||
expect(result.stdout).toContain("--project");
|
||||
expect(result.stdout).toContain("--force");
|
||||
expect(result.stdout.toLowerCase()).toContain("memory");
|
||||
});
|
||||
|
||||
it("delete with no args errors", () => {
|
||||
const result = run(["delete"]);
|
||||
expect(result.exitCode).not.toBe(0);
|
||||
const combined = result.stdout + result.stderr;
|
||||
expect(combined).toContain("--all");
|
||||
});
|
||||
|
||||
it("shows entity list help", () => {
|
||||
const result = run(["entity", "list", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout.toLowerCase()).toContain("entitytype");
|
||||
});
|
||||
|
||||
it("shows entity delete help", () => {
|
||||
const result = run(["entity", "delete", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("--user-id");
|
||||
expect(result.stdout).toContain("--force");
|
||||
});
|
||||
|
||||
it("shows import help", () => {
|
||||
const result = run(["import", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
});
|
||||
|
||||
it("add help has --graph flag", () => {
|
||||
const result = run(["add", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("--graph");
|
||||
});
|
||||
|
||||
it("search help has --graph flag", () => {
|
||||
const result = run(["search", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("--graph");
|
||||
});
|
||||
|
||||
it("list help has --graph flag", () => {
|
||||
const result = run(["list", "--help"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("--graph");
|
||||
});
|
||||
});
|
||||
|
||||
describe("CLI Integration — isolated (clean home)", () => {
|
||||
function cleanHome(): string {
|
||||
return fs.mkdtempSync(path.join(os.tmpdir(), "mem0-test-"));
|
||||
}
|
||||
|
||||
it("add without API key errors", () => {
|
||||
const home = cleanHome();
|
||||
const result = run(["add", "test", "--user-id", "alice"], { home });
|
||||
expect(result.exitCode).not.toBe(0);
|
||||
const combined = result.stdout + result.stderr;
|
||||
expect(combined.toLowerCase()).toMatch(/api.key|error/i);
|
||||
fs.rmSync(home, { recursive: true, force: true });
|
||||
});
|
||||
|
||||
it("config show works with clean home", () => {
|
||||
const home = cleanHome();
|
||||
const result = run(["config", "show"], { home });
|
||||
expect(result.exitCode).toBe(0);
|
||||
fs.rmSync(home, { recursive: true, force: true });
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,434 @@
|
||||
/**
|
||||
* Tests for CLI commands using mock backend.
|
||||
*/
|
||||
|
||||
import { describe, it, expect, vi, beforeEach } from "vitest";
|
||||
import { createMockBackend } from "./setup.js";
|
||||
import type { Backend } from "../src/backend/base.js";
|
||||
import { setAgentMode } from "../src/state.js";
|
||||
|
||||
let mockBackend: Backend;
|
||||
|
||||
// Capture console.log and console.error output
|
||||
let output: string;
|
||||
let errOutput: string;
|
||||
const originalLog = console.log;
|
||||
const originalError = console.error;
|
||||
|
||||
beforeEach(() => {
|
||||
mockBackend = createMockBackend();
|
||||
output = "";
|
||||
errOutput = "";
|
||||
console.log = (...args: unknown[]) => {
|
||||
output += args.map(String).join(" ") + "\n";
|
||||
};
|
||||
console.error = (...args: unknown[]) => {
|
||||
errOutput += args.map(String).join(" ") + "\n";
|
||||
};
|
||||
});
|
||||
|
||||
// Restore after each test
|
||||
import { afterEach } from "vitest";
|
||||
afterEach(() => {
|
||||
console.log = originalLog;
|
||||
console.error = originalError;
|
||||
setAgentMode(false);
|
||||
});
|
||||
|
||||
describe("cmdAdd", () => {
|
||||
it("adds text memory", async () => {
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, "I prefer dark mode", {
|
||||
userId: "alice",
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "text",
|
||||
});
|
||||
expect(mockBackend.add).toHaveBeenCalledOnce();
|
||||
});
|
||||
|
||||
it("adds from messages JSON", async () => {
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, undefined, {
|
||||
userId: "alice",
|
||||
messages: JSON.stringify([{ role: "user", content: "I love Python" }]),
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "text",
|
||||
});
|
||||
expect(mockBackend.add).toHaveBeenCalledOnce();
|
||||
});
|
||||
|
||||
it("outputs json format", async () => {
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, "test", {
|
||||
userId: "alice",
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "json",
|
||||
});
|
||||
expect(output).toContain("results");
|
||||
});
|
||||
|
||||
it("quiet mode produces no memory content", async () => {
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, "test", {
|
||||
userId: "alice",
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "quiet",
|
||||
});
|
||||
expect(output).not.toContain("dark mode");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdAdd deduplicates PENDING", () => {
|
||||
const DUPLICATE_PENDING = {
|
||||
results: [
|
||||
{ status: "PENDING", event_id: "evt-dup" },
|
||||
{ status: "PENDING", event_id: "evt-dup" },
|
||||
],
|
||||
};
|
||||
|
||||
it("text shows one pending block", async () => {
|
||||
(mockBackend.add as ReturnType<typeof vi.fn>).mockResolvedValue(DUPLICATE_PENDING);
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, "test", {
|
||||
userId: "alice",
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "text",
|
||||
});
|
||||
expect(output.match(/Queued/g)?.length).toBe(1);
|
||||
});
|
||||
|
||||
it("json shows one pending entry", async () => {
|
||||
(mockBackend.add as ReturnType<typeof vi.fn>).mockResolvedValue(DUPLICATE_PENDING);
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, "test", {
|
||||
userId: "alice",
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "json",
|
||||
});
|
||||
const data = JSON.parse(output);
|
||||
const pending = data.results.filter((r: Record<string, unknown>) => r.status === "PENDING");
|
||||
expect(pending).toHaveLength(1);
|
||||
});
|
||||
|
||||
it("agent shows one pending entry", async () => {
|
||||
(mockBackend.add as ReturnType<typeof vi.fn>).mockResolvedValue(DUPLICATE_PENDING);
|
||||
setAgentMode(true);
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, "test", {
|
||||
userId: "alice",
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "agent",
|
||||
});
|
||||
const data = JSON.parse(output);
|
||||
expect(data.count).toBe(1);
|
||||
expect(data.data).toHaveLength(1);
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdSearch", () => {
|
||||
it("searches and shows results in text mode", async () => {
|
||||
const { cmdSearch } = await import("../src/commands/memory.js");
|
||||
await cmdSearch(mockBackend, "preferences", {
|
||||
userId: "alice",
|
||||
topK: 10,
|
||||
threshold: 0.3,
|
||||
rerank: false,
|
||||
keyword: false,
|
||||
enableGraph: false,
|
||||
output: "text",
|
||||
});
|
||||
expect(output).toContain("Found 2");
|
||||
});
|
||||
|
||||
it("outputs json format", async () => {
|
||||
const { cmdSearch } = await import("../src/commands/memory.js");
|
||||
await cmdSearch(mockBackend, "preferences", {
|
||||
userId: "alice",
|
||||
topK: 10,
|
||||
threshold: 0.3,
|
||||
rerank: false,
|
||||
keyword: false,
|
||||
enableGraph: false,
|
||||
output: "json",
|
||||
});
|
||||
expect(output).toContain("memory");
|
||||
});
|
||||
|
||||
it("shows no results message", async () => {
|
||||
(mockBackend.search as ReturnType<typeof vi.fn>).mockResolvedValue([]);
|
||||
const { cmdSearch } = await import("../src/commands/memory.js");
|
||||
await cmdSearch(mockBackend, "nonexistent", {
|
||||
userId: "alice",
|
||||
topK: 10,
|
||||
threshold: 0.3,
|
||||
rerank: false,
|
||||
keyword: false,
|
||||
enableGraph: false,
|
||||
output: "text",
|
||||
});
|
||||
expect(errOutput).toContain("No memories found");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdGet", () => {
|
||||
it("gets memory in text mode", async () => {
|
||||
const { cmdGet } = await import("../src/commands/memory.js");
|
||||
await cmdGet(mockBackend, "abc-123-def-456", { output: "text" });
|
||||
expect(output).toContain("dark mode");
|
||||
});
|
||||
|
||||
it("gets memory in json mode", async () => {
|
||||
const { cmdGet } = await import("../src/commands/memory.js");
|
||||
await cmdGet(mockBackend, "abc-123-def-456", { output: "json" });
|
||||
expect(output).toContain("memory");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdList", () => {
|
||||
it("lists in table mode", async () => {
|
||||
const { cmdList } = await import("../src/commands/memory.js");
|
||||
await cmdList(mockBackend, {
|
||||
userId: "alice",
|
||||
page: 1,
|
||||
pageSize: 100,
|
||||
enableGraph: false,
|
||||
output: "table",
|
||||
});
|
||||
expect(output).toContain("dark mode");
|
||||
});
|
||||
|
||||
it("shows empty message", async () => {
|
||||
(mockBackend.listMemories as ReturnType<typeof vi.fn>).mockResolvedValue([]);
|
||||
const { cmdList } = await import("../src/commands/memory.js");
|
||||
await cmdList(mockBackend, {
|
||||
userId: "alice",
|
||||
page: 1,
|
||||
pageSize: 100,
|
||||
enableGraph: false,
|
||||
output: "text",
|
||||
});
|
||||
expect(errOutput).toContain("No memories found");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdUpdate", () => {
|
||||
it("updates memory", async () => {
|
||||
const { cmdUpdate } = await import("../src/commands/memory.js");
|
||||
await cmdUpdate(mockBackend, "abc-123", "New text", { output: "text" });
|
||||
expect(output.toLowerCase()).toContain("updated");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdDelete", () => {
|
||||
it("deletes memory", async () => {
|
||||
const { cmdDelete } = await import("../src/commands/memory.js");
|
||||
await cmdDelete(mockBackend, "abc-123", { output: "text" });
|
||||
expect(output.toLowerCase()).toContain("deleted");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdDeleteAll", () => {
|
||||
it("deletes all with force", async () => {
|
||||
const { cmdDeleteAll } = await import("../src/commands/memory.js");
|
||||
await cmdDeleteAll(mockBackend, {
|
||||
force: true,
|
||||
userId: "alice",
|
||||
output: "text",
|
||||
});
|
||||
expect(output.toLowerCase()).toContain("deleted");
|
||||
});
|
||||
});
|
||||
|
||||
|
||||
describe("cmdEntitiesList", () => {
|
||||
it("lists users in table mode", async () => {
|
||||
const { cmdEntitiesList } = await import("../src/commands/entities.js");
|
||||
await cmdEntitiesList(mockBackend, "users", { output: "table" });
|
||||
expect(output).toContain("alice");
|
||||
});
|
||||
|
||||
it("lists in json mode", async () => {
|
||||
const { cmdEntitiesList } = await import("../src/commands/entities.js");
|
||||
await cmdEntitiesList(mockBackend, "users", { output: "json" });
|
||||
expect(output).toContain("alice");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdEventList", () => {
|
||||
it("lists events in table mode", async () => {
|
||||
const { cmdEventList } = await import("../src/commands/events.js");
|
||||
await cmdEventList(mockBackend, { output: "table" });
|
||||
expect(output).toContain("evt-abc-");
|
||||
expect(output).toContain("ADD");
|
||||
expect(output).toContain("SUCCEEDED");
|
||||
});
|
||||
|
||||
it("lists events in json mode", async () => {
|
||||
const { cmdEventList } = await import("../src/commands/events.js");
|
||||
await cmdEventList(mockBackend, { output: "json" });
|
||||
expect(output).toContain("evt-abc-123-def-456");
|
||||
expect(output).toContain("evt-def-456-ghi-789");
|
||||
});
|
||||
|
||||
it("shows empty message when no events", async () => {
|
||||
(mockBackend.listEvents as ReturnType<typeof vi.fn>).mockResolvedValueOnce([]);
|
||||
const { cmdEventList } = await import("../src/commands/events.js");
|
||||
await cmdEventList(mockBackend, { output: "table" });
|
||||
expect((output + errOutput).toLowerCase()).toContain("no events");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdEventStatus", () => {
|
||||
it("shows event details in text mode", async () => {
|
||||
const { cmdEventStatus } = await import("../src/commands/events.js");
|
||||
await cmdEventStatus(mockBackend, "evt-abc-123-def-456", { output: "text" });
|
||||
expect(output).toContain("evt-abc-123-def-456");
|
||||
expect(output).toContain("SUCCEEDED");
|
||||
});
|
||||
|
||||
it("shows event details in json mode", async () => {
|
||||
const { cmdEventStatus } = await import("../src/commands/events.js");
|
||||
await cmdEventStatus(mockBackend, "evt-abc-123-def-456", { output: "json" });
|
||||
expect(output).toContain("evt-abc-123-def-456");
|
||||
expect(output).toContain("ADD");
|
||||
});
|
||||
});
|
||||
|
||||
describe("agent mode", () => {
|
||||
it("cmdAdd outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdAdd } = await import("../src/commands/memory.js");
|
||||
await cmdAdd(mockBackend, "test preference", {
|
||||
userId: "alice",
|
||||
immutable: false,
|
||||
noInfer: false,
|
||||
enableGraph: false,
|
||||
output: "agent",
|
||||
});
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("add");
|
||||
expect(parsed.data).toBeDefined();
|
||||
expect(parsed.scope).toMatchObject({ user_id: "alice" });
|
||||
expect(Object.keys(parsed.data[0]).sort()).toEqual(["event", "id", "memory"].sort());
|
||||
});
|
||||
|
||||
it("cmdSearch outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdSearch } = await import("../src/commands/memory.js");
|
||||
await cmdSearch(mockBackend, "preferences", {
|
||||
userId: "alice",
|
||||
topK: 10,
|
||||
threshold: 0.3,
|
||||
rerank: false,
|
||||
keyword: false,
|
||||
enableGraph: false,
|
||||
output: "agent",
|
||||
});
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("search");
|
||||
expect(Array.isArray(parsed.data)).toBe(true);
|
||||
expect(parsed.count).toBe(2);
|
||||
const keys = Object.keys(parsed.data[0]);
|
||||
expect(keys).toContain("id");
|
||||
expect(keys).toContain("memory");
|
||||
expect(keys).toContain("score");
|
||||
expect(keys).toContain("created_at");
|
||||
expect(keys).toContain("categories");
|
||||
expect(keys).not.toContain("user_id");
|
||||
expect(keys).not.toContain("agent_id");
|
||||
});
|
||||
|
||||
it("cmdList outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdList } = await import("../src/commands/memory.js");
|
||||
await cmdList(mockBackend, {
|
||||
userId: "alice",
|
||||
page: 1,
|
||||
pageSize: 100,
|
||||
enableGraph: false,
|
||||
output: "agent",
|
||||
});
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("list");
|
||||
expect(Array.isArray(parsed.data)).toBe(true);
|
||||
expect(parsed.count).toBe(2);
|
||||
expect(Object.keys(parsed.data[0]).sort()).toEqual(["categories", "created_at", "id", "memory"]);
|
||||
});
|
||||
|
||||
it("cmdGet outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdGet } = await import("../src/commands/memory.js");
|
||||
await cmdGet(mockBackend, "abc-123-def-456", { output: "agent" });
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("get");
|
||||
expect(parsed.data).toBeDefined();
|
||||
expect(parsed.data).toMatchObject({ id: "abc-123-def-456" });
|
||||
expect(Object.keys(parsed.data)).not.toContain("user_id");
|
||||
});
|
||||
|
||||
it("cmdUpdate outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdUpdate } = await import("../src/commands/memory.js");
|
||||
await cmdUpdate(mockBackend, "abc-123", "Updated text", { output: "agent" });
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("update");
|
||||
expect(parsed.data).toBeDefined();
|
||||
});
|
||||
|
||||
it("cmdDelete outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdDelete } = await import("../src/commands/memory.js");
|
||||
await cmdDelete(mockBackend, "abc-123", { output: "agent" });
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("delete");
|
||||
expect(parsed.data).toBeDefined();
|
||||
});
|
||||
|
||||
it("cmdEventList outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdEventList } = await import("../src/commands/events.js");
|
||||
await cmdEventList(mockBackend, { output: "agent" });
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("event list");
|
||||
expect(Array.isArray(parsed.data)).toBe(true);
|
||||
expect(parsed.count).toBe(2);
|
||||
expect(Object.keys(parsed.data[0]).sort()).toEqual(
|
||||
["created_at", "event_type", "id", "latency", "status"],
|
||||
);
|
||||
expect(Object.keys(parsed.data[0])).not.toContain("updated_at");
|
||||
});
|
||||
|
||||
it("cmdEventStatus outputs JSON envelope", async () => {
|
||||
setAgentMode(true);
|
||||
const { cmdEventStatus } = await import("../src/commands/events.js");
|
||||
await cmdEventStatus(mockBackend, "evt-abc-123-def-456", { output: "agent" });
|
||||
const parsed = JSON.parse(output.trim());
|
||||
expect(parsed.status).toBe("success");
|
||||
expect(parsed.command).toBe("event status");
|
||||
expect(parsed.data).toBeDefined();
|
||||
expect(parsed.data).toMatchObject({ id: "evt-abc-123-def-456" });
|
||||
expect(parsed.data.results[0]).toHaveProperty("memory");
|
||||
expect(parsed.data.results[0]).not.toHaveProperty("data");
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,113 @@
|
||||
/**
|
||||
* Tests for configuration management.
|
||||
*/
|
||||
|
||||
import { describe, it, expect, beforeEach, afterEach } from "vitest";
|
||||
import fs from "node:fs";
|
||||
import os from "node:os";
|
||||
import path from "node:path";
|
||||
import {
|
||||
createDefaultConfig,
|
||||
loadConfig,
|
||||
saveConfig,
|
||||
redactKey,
|
||||
getNestedValue,
|
||||
setNestedValue,
|
||||
CONFIG_DIR,
|
||||
CONFIG_FILE,
|
||||
} from "../src/config.js";
|
||||
|
||||
// Use a temp directory for config during tests
|
||||
let origConfigDir: string;
|
||||
let origConfigFile: string;
|
||||
let tmpDir: string;
|
||||
|
||||
beforeEach(() => {
|
||||
tmpDir = fs.mkdtempSync(path.join(os.tmpdir(), "mem0-test-"));
|
||||
// Monkey-patch the module-level constants
|
||||
// We'll use env vars and direct file manipulation instead
|
||||
// Clear MEM0_ env vars
|
||||
for (const key of Object.keys(process.env)) {
|
||||
if (key.startsWith("MEM0_")) {
|
||||
delete process.env[key];
|
||||
}
|
||||
}
|
||||
});
|
||||
|
||||
afterEach(() => {
|
||||
fs.rmSync(tmpDir, { recursive: true, force: true });
|
||||
});
|
||||
|
||||
describe("redactKey", () => {
|
||||
it("returns '(not set)' for empty key", () => {
|
||||
expect(redactKey("")).toBe("(not set)");
|
||||
});
|
||||
|
||||
it("redacts short key", () => {
|
||||
expect(redactKey("abc")).toBe("ab***");
|
||||
});
|
||||
|
||||
it("redacts normal key", () => {
|
||||
const result = redactKey("m0-abcdefgh12345678");
|
||||
expect(result).toBe("m0-a...5678");
|
||||
expect(result).not.toContain("abcdefgh");
|
||||
});
|
||||
|
||||
it("redacts exactly 8-char key as short", () => {
|
||||
expect(redactKey("12345678")).toBe("12***");
|
||||
});
|
||||
});
|
||||
|
||||
describe("createDefaultConfig", () => {
|
||||
it("has correct defaults", () => {
|
||||
const config = createDefaultConfig();
|
||||
expect(config.platform.baseUrl).toBe("https://api.mem0.ai");
|
||||
expect(config.platform.apiKey).toBe("");
|
||||
expect(config.defaults.userId).toBe("");
|
||||
expect(config.defaults.enableGraph).toBe(false);
|
||||
});
|
||||
});
|
||||
|
||||
describe("getNestedValue", () => {
|
||||
it("gets platform.api_key", () => {
|
||||
const config = createDefaultConfig();
|
||||
config.platform.apiKey = "test-key";
|
||||
expect(getNestedValue(config, "platform.api_key")).toBe("test-key");
|
||||
});
|
||||
|
||||
it("returns undefined for nonexistent key", () => {
|
||||
const config = createDefaultConfig();
|
||||
expect(getNestedValue(config, "nonexistent.key")).toBeUndefined();
|
||||
});
|
||||
|
||||
it("gets defaults.user_id", () => {
|
||||
const config = createDefaultConfig();
|
||||
config.defaults.userId = "alice";
|
||||
expect(getNestedValue(config, "defaults.user_id")).toBe("alice");
|
||||
});
|
||||
});
|
||||
|
||||
describe("setNestedValue", () => {
|
||||
it("sets platform.api_key", () => {
|
||||
const config = createDefaultConfig();
|
||||
expect(setNestedValue(config, "platform.api_key", "new-key")).toBe(true);
|
||||
expect(config.platform.apiKey).toBe("new-key");
|
||||
});
|
||||
|
||||
it("returns false for nonexistent key", () => {
|
||||
const config = createDefaultConfig();
|
||||
expect(setNestedValue(config, "nonexistent.key", "val")).toBe(false);
|
||||
});
|
||||
|
||||
it("sets defaults.user_id", () => {
|
||||
const config = createDefaultConfig();
|
||||
expect(setNestedValue(config, "defaults.user_id", "bob")).toBe(true);
|
||||
expect(config.defaults.userId).toBe("bob");
|
||||
});
|
||||
|
||||
it("coerces boolean for enable_graph", () => {
|
||||
const config = createDefaultConfig();
|
||||
expect(setNestedValue(config, "defaults.enable_graph", "true")).toBe(true);
|
||||
expect(config.defaults.enableGraph).toBe(true);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,198 @@
|
||||
/**
|
||||
* Tests for output formatting.
|
||||
*/
|
||||
|
||||
import { describe, it, expect, beforeEach, afterEach } from "vitest";
|
||||
import {
|
||||
formatMemoriesText,
|
||||
formatMemoriesTable,
|
||||
formatJson,
|
||||
formatSingleMemory,
|
||||
formatAddResult,
|
||||
printResultSummary,
|
||||
sanitizeAgentData,
|
||||
} from "../src/output.js";
|
||||
|
||||
let output: string;
|
||||
const originalLog = console.log;
|
||||
|
||||
beforeEach(() => {
|
||||
output = "";
|
||||
console.log = (...args: unknown[]) => {
|
||||
output += args.map(String).join(" ") + "\n";
|
||||
};
|
||||
});
|
||||
|
||||
afterEach(() => {
|
||||
console.log = originalLog;
|
||||
});
|
||||
|
||||
const sampleMemories = [
|
||||
{
|
||||
id: "abc-123-def-456",
|
||||
memory: "User prefers dark mode",
|
||||
score: 0.92,
|
||||
created_at: "2026-02-15T10:30:00Z",
|
||||
categories: ["preferences"],
|
||||
},
|
||||
{
|
||||
id: "ghi-789-jkl-012",
|
||||
memory: "User uses vim keybindings",
|
||||
score: 0.78,
|
||||
created_at: "2026-03-01T14:00:00Z",
|
||||
categories: ["tools"],
|
||||
},
|
||||
];
|
||||
|
||||
describe("formatMemoriesText", () => {
|
||||
it("shows count and memory content", () => {
|
||||
formatMemoriesText(sampleMemories);
|
||||
expect(output).toContain("Found 2");
|
||||
expect(output).toContain("dark mode");
|
||||
expect(output).toContain("vim keybindings");
|
||||
});
|
||||
|
||||
it("shows scores and IDs", () => {
|
||||
formatMemoriesText(sampleMemories);
|
||||
expect(output).toContain("0.92");
|
||||
expect(output).toContain("abc-123-");
|
||||
});
|
||||
});
|
||||
|
||||
describe("formatMemoriesTable", () => {
|
||||
it("renders a table with memory content", () => {
|
||||
formatMemoriesTable(sampleMemories);
|
||||
expect(output).toContain("dark mode");
|
||||
});
|
||||
});
|
||||
|
||||
describe("formatJson", () => {
|
||||
it("outputs valid JSON", () => {
|
||||
formatJson({ key: "value" });
|
||||
expect(JSON.parse(output)).toEqual({ key: "value" });
|
||||
});
|
||||
});
|
||||
|
||||
describe("formatSingleMemory", () => {
|
||||
it("shows memory text in text mode", () => {
|
||||
formatSingleMemory(sampleMemories[0], "text");
|
||||
expect(output).toContain("dark mode");
|
||||
});
|
||||
|
||||
it("outputs JSON in json mode", () => {
|
||||
formatSingleMemory(sampleMemories[0], "json");
|
||||
expect(output).toContain("memory");
|
||||
});
|
||||
});
|
||||
|
||||
describe("formatAddResult", () => {
|
||||
it("shows ADD event", () => {
|
||||
formatAddResult({
|
||||
results: [{ id: "abc-123", memory: "Test", event: "ADD" }],
|
||||
});
|
||||
expect(output).toContain("Added");
|
||||
});
|
||||
|
||||
it("shows PENDING event", () => {
|
||||
formatAddResult({
|
||||
results: [{ status: "PENDING", event_id: "evt-12345678" }],
|
||||
});
|
||||
expect(output).toContain("Queued");
|
||||
});
|
||||
|
||||
it("deduplicates PENDING entries with same event_id", () => {
|
||||
formatAddResult({
|
||||
results: [
|
||||
{ status: "PENDING", event_id: "evt-dup" },
|
||||
{ status: "PENDING", event_id: "evt-dup" },
|
||||
],
|
||||
});
|
||||
// Should show only one PENDING block despite two entries with same event_id
|
||||
expect(output.match(/Queued/g)?.length).toBe(1);
|
||||
expect(output.match(/evt-dup/g)?.length).toBe(2); // event_id line + status hint line
|
||||
});
|
||||
});
|
||||
|
||||
describe("printResultSummary", () => {
|
||||
it("shows count and duration", () => {
|
||||
printResultSummary({ count: 5, durationSecs: 1.23 });
|
||||
expect(output).toContain("5 results");
|
||||
expect(output).toContain("1.23s");
|
||||
});
|
||||
|
||||
it("handles singular", () => {
|
||||
printResultSummary({ count: 1 });
|
||||
expect(output).toContain("1 result");
|
||||
expect(output).not.toContain("results");
|
||||
});
|
||||
});
|
||||
|
||||
describe("sanitizeAgentData", () => {
|
||||
it("projects add results", () => {
|
||||
const raw = [{ id: "abc", memory: "test", event: "ADD", metadata: { x: 1 }, categories: ["a"] }];
|
||||
const result = sanitizeAgentData("add", raw) as Record<string, unknown>[];
|
||||
expect(result).toEqual([{ id: "abc", memory: "test", event: "ADD" }]);
|
||||
});
|
||||
|
||||
it("passes through PENDING add items", () => {
|
||||
const raw = [{ status: "PENDING", event_id: "evt-123", noise: "x" }];
|
||||
const result = sanitizeAgentData("add", raw) as Record<string, unknown>[];
|
||||
expect(result).toEqual([{ status: "PENDING", event_id: "evt-123" }]);
|
||||
});
|
||||
|
||||
it("projects search results", () => {
|
||||
const raw = [{ id: "abc", memory: "test", score: 0.9, created_at: "2026-01-01", categories: ["a"], user_id: "u1" }];
|
||||
const result = sanitizeAgentData("search", raw) as Record<string, unknown>[];
|
||||
expect(result[0]).not.toHaveProperty("user_id");
|
||||
expect(result[0]).toHaveProperty("score");
|
||||
});
|
||||
|
||||
it("projects list results", () => {
|
||||
const raw = [{ id: "abc", memory: "test", created_at: "2026-01-01", categories: ["a"], user_id: "u1" }];
|
||||
const result = sanitizeAgentData("list", raw) as Record<string, unknown>[];
|
||||
expect(Object.keys(result[0]).sort()).toEqual(["categories", "created_at", "id", "memory"]);
|
||||
});
|
||||
|
||||
it("projects get result", () => {
|
||||
const raw = { id: "abc", memory: "test", created_at: "2026-01-01", updated_at: "2026-01-02", categories: ["a"], metadata: { k: "v" }, user_id: "u1" };
|
||||
const result = sanitizeAgentData("get", raw) as Record<string, unknown>;
|
||||
expect(result).not.toHaveProperty("user_id");
|
||||
expect(result).toHaveProperty("metadata");
|
||||
});
|
||||
|
||||
it("projects update result", () => {
|
||||
const raw = { id: "abc", memory: "updated", extra: "noise" };
|
||||
const result = sanitizeAgentData("update", raw);
|
||||
expect(result).toEqual({ id: "abc", memory: "updated" });
|
||||
});
|
||||
|
||||
it("projects event list results", () => {
|
||||
const raw = [{ id: "evt-1", event_type: "ADD", status: "SUCCEEDED", graph_status: null, latency: 100, created_at: "2026-01-01", updated_at: "2026-01-02" }];
|
||||
const result = sanitizeAgentData("event list", raw) as Record<string, unknown>[];
|
||||
expect(result[0]).not.toHaveProperty("updated_at");
|
||||
expect(result[0]).not.toHaveProperty("graph_status");
|
||||
});
|
||||
|
||||
it("flattens event status results", () => {
|
||||
const raw = {
|
||||
id: "evt-1", event_type: "ADD", status: "SUCCEEDED",
|
||||
latency: 100, created_at: "2026-01-01", updated_at: "2026-01-02",
|
||||
results: [{ id: "mem-1", event: "ADD", user_id: "alice", data: { memory: "dark mode" } }],
|
||||
};
|
||||
const result = sanitizeAgentData("event status", raw) as Record<string, unknown>;
|
||||
const firstResult = (result.results as Record<string, unknown>[])[0];
|
||||
expect(firstResult).toHaveProperty("memory", "dark mode");
|
||||
expect(firstResult).not.toHaveProperty("data");
|
||||
});
|
||||
|
||||
it("passes through status/config/import commands unchanged", () => {
|
||||
const data = { key: "value", other: "stuff" };
|
||||
for (const cmd of ["status", "import", "config show", "config get", "config set"]) {
|
||||
expect(sanitizeAgentData(cmd, data)).toEqual(data);
|
||||
}
|
||||
});
|
||||
|
||||
it("handles null data", () => {
|
||||
expect(sanitizeAgentData("add", null)).toBeNull();
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,112 @@
|
||||
/**
|
||||
* Shared test helpers and mock factories for mem0 CLI tests.
|
||||
*/
|
||||
|
||||
import { vi } from "vitest";
|
||||
import type { Backend } from "../src/backend/base.js";
|
||||
|
||||
/** Create a mock backend with all methods stubbed with sensible defaults. */
|
||||
export function createMockBackend(): Backend {
|
||||
return {
|
||||
add: vi.fn().mockResolvedValue({
|
||||
results: [
|
||||
{
|
||||
id: "abc-123-def-456",
|
||||
memory: "User prefers dark mode",
|
||||
event: "ADD",
|
||||
},
|
||||
],
|
||||
}),
|
||||
|
||||
search: vi.fn().mockResolvedValue([
|
||||
{
|
||||
id: "abc-123-def-456",
|
||||
memory: "User prefers dark mode",
|
||||
score: 0.92,
|
||||
created_at: "2026-02-15T10:30:00Z",
|
||||
categories: ["preferences"],
|
||||
},
|
||||
{
|
||||
id: "ghi-789-jkl-012",
|
||||
memory: "User uses vim keybindings",
|
||||
score: 0.78,
|
||||
created_at: "2026-03-01T14:00:00Z",
|
||||
categories: ["tools"],
|
||||
},
|
||||
]),
|
||||
|
||||
get: vi.fn().mockResolvedValue({
|
||||
id: "abc-123-def-456",
|
||||
memory: "User prefers dark mode",
|
||||
created_at: "2026-02-15T10:30:00Z",
|
||||
updated_at: "2026-02-20T08:00:00Z",
|
||||
metadata: { source: "onboarding" },
|
||||
categories: ["preferences"],
|
||||
}),
|
||||
|
||||
listMemories: vi.fn().mockResolvedValue([
|
||||
{
|
||||
id: "abc-123-def-456",
|
||||
memory: "User prefers dark mode",
|
||||
created_at: "2026-02-15T10:30:00Z",
|
||||
categories: ["preferences"],
|
||||
},
|
||||
{
|
||||
id: "ghi-789-jkl-012",
|
||||
memory: "User uses vim keybindings",
|
||||
created_at: "2026-03-01T14:00:00Z",
|
||||
categories: ["tools"],
|
||||
},
|
||||
]),
|
||||
|
||||
update: vi.fn().mockResolvedValue({ id: "abc-123-def-456", memory: "Updated memory" }),
|
||||
delete: vi.fn().mockResolvedValue({ status: "deleted" }),
|
||||
status: vi.fn().mockResolvedValue({
|
||||
connected: true,
|
||||
backend: "platform",
|
||||
base_url: "https://api.mem0.ai",
|
||||
}),
|
||||
deleteEntities: vi.fn().mockResolvedValue({ message: "Entity deleted" }),
|
||||
entities: vi.fn().mockResolvedValue([
|
||||
{ name: "alice", count: 5 },
|
||||
{ name: "bob", count: 3 },
|
||||
]),
|
||||
listEvents: vi.fn().mockResolvedValue([
|
||||
{
|
||||
id: "evt-abc-123-def-456",
|
||||
event_type: "ADD",
|
||||
status: "SUCCEEDED",
|
||||
graph_status: null,
|
||||
latency: 1234.5,
|
||||
created_at: "2026-04-01T10:00:00Z",
|
||||
updated_at: "2026-04-01T10:00:01Z",
|
||||
},
|
||||
{
|
||||
id: "evt-def-456-ghi-789",
|
||||
event_type: "SEARCH",
|
||||
status: "PENDING",
|
||||
graph_status: null,
|
||||
latency: null,
|
||||
created_at: "2026-04-01T10:01:00Z",
|
||||
updated_at: "2026-04-01T10:01:00Z",
|
||||
},
|
||||
]),
|
||||
getEvent: vi.fn().mockResolvedValue({
|
||||
id: "evt-abc-123-def-456",
|
||||
event_type: "ADD",
|
||||
status: "SUCCEEDED",
|
||||
graph_status: "SUCCEEDED",
|
||||
latency: 1234.5,
|
||||
created_at: "2026-04-01T10:00:00Z",
|
||||
updated_at: "2026-04-01T10:00:01Z",
|
||||
results: [
|
||||
{
|
||||
id: "mem-abc-123",
|
||||
event: "ADD",
|
||||
user_id: "alice",
|
||||
data: { memory: "User prefers dark mode" },
|
||||
},
|
||||
],
|
||||
}),
|
||||
};
|
||||
}
|
||||
@@ -0,0 +1,18 @@
|
||||
{
|
||||
"compilerOptions": {
|
||||
"target": "ES2022",
|
||||
"module": "ESNext",
|
||||
"moduleResolution": "bundler",
|
||||
"strict": true,
|
||||
"outDir": "dist",
|
||||
"rootDir": "src",
|
||||
"declaration": true,
|
||||
"esModuleInterop": true,
|
||||
"skipLibCheck": true,
|
||||
"forceConsistentCasingInFileNames": true,
|
||||
"resolveJsonModule": true,
|
||||
"isolatedModules": true
|
||||
},
|
||||
"include": ["src/**/*.ts"],
|
||||
"exclude": ["node_modules", "dist", "tests"]
|
||||
}
|
||||
@@ -0,0 +1,15 @@
|
||||
import { defineConfig } from 'tsup';
|
||||
import { createRequire } from 'node:module';
|
||||
|
||||
const _require = createRequire(import.meta.url);
|
||||
const pkg = _require('./package.json');
|
||||
|
||||
export default defineConfig({
|
||||
entry: ['src/index.ts'],
|
||||
format: ['esm'],
|
||||
dts: true,
|
||||
clean: true,
|
||||
define: {
|
||||
__CLI_VERSION__: JSON.stringify(pkg.version),
|
||||
},
|
||||
});
|
||||
@@ -0,0 +1,11 @@
|
||||
import { createRequire } from "node:module";
|
||||
import { defineConfig } from "vitest/config";
|
||||
|
||||
const _require = createRequire(import.meta.url);
|
||||
const pkg = _require("./package.json") as { version: string };
|
||||
|
||||
export default defineConfig({
|
||||
define: {
|
||||
__CLI_VERSION__: JSON.stringify(pkg.version),
|
||||
},
|
||||
});
|
||||
@@ -0,0 +1,43 @@
|
||||
VENV := .venv
|
||||
PYTHON := $(VENV)/bin/python
|
||||
PIP := $(VENV)/bin/pip
|
||||
|
||||
.PHONY: install dev lint format test build clean publish publish-test shell
|
||||
|
||||
$(VENV)/bin/activate:
|
||||
python3 -m venv $(VENV)
|
||||
$(PIP) install -U pip
|
||||
|
||||
install: $(VENV)/bin/activate
|
||||
$(PIP) install -e .
|
||||
|
||||
dev: $(VENV)/bin/activate
|
||||
$(PIP) install -e ".[dev]"
|
||||
|
||||
lint: dev
|
||||
$(VENV)/bin/ruff check .
|
||||
$(VENV)/bin/ruff format --check .
|
||||
|
||||
format: dev
|
||||
$(VENV)/bin/ruff check --fix .
|
||||
$(VENV)/bin/ruff format .
|
||||
|
||||
test: dev
|
||||
$(VENV)/bin/pytest
|
||||
|
||||
build: clean $(VENV)/bin/activate
|
||||
$(PIP) install hatch
|
||||
$(VENV)/bin/hatch build
|
||||
|
||||
clean:
|
||||
rm -rf dist/
|
||||
|
||||
publish: build
|
||||
$(VENV)/bin/hatch publish
|
||||
|
||||
publish-test: build
|
||||
$(VENV)/bin/hatch publish --repo test
|
||||
|
||||
shell: $(VENV)/bin/activate
|
||||
@echo "Spawning a new shell with the virtual environment activated..."
|
||||
@VIRTUAL_ENV=$(CURDIR)/$(VENV) PATH=$(CURDIR)/$(VENV)/bin:$$PATH exec $(SHELL)
|
||||
@@ -0,0 +1,349 @@
|
||||
# mem0 CLI (Python)
|
||||
|
||||
The official command-line interface for [mem0](https://mem0.ai) — the memory layer for AI agents. Python implementation.
|
||||
|
||||
> **Built for AI agents.** Pass `--agent` (or `--json`) as a global flag on any command to get structured JSON output optimized for programmatic consumption — sanitized fields, no colors or spinners, and errors as JSON too.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
- Python **3.10+**
|
||||
|
||||
## Installation
|
||||
|
||||
### Using pipx (recommended)
|
||||
|
||||
```bash
|
||||
pipx install mem0-cli
|
||||
```
|
||||
|
||||
### Using pip
|
||||
|
||||
```bash
|
||||
pip install mem0-cli
|
||||
```
|
||||
|
||||
> **Note:** On macOS with Homebrew Python, `pip install` outside a virtual environment will fail with an `externally-managed-environment` error ([PEP 668](https://peps.python.org/pep-0668/)). Use `pipx` instead, or install inside a virtual environment.
|
||||
|
||||
## Quick start
|
||||
|
||||
```bash
|
||||
# Interactive setup wizard
|
||||
mem0 init
|
||||
|
||||
# Or login via email
|
||||
mem0 init --email alice@company.com
|
||||
|
||||
# Or authenticate with an existing API key
|
||||
mem0 init --api-key m0-xxx
|
||||
|
||||
# Add a memory
|
||||
mem0 add "I prefer dark mode and use vim keybindings" --user-id alice
|
||||
|
||||
# Search memories
|
||||
mem0 search "What are Alice's preferences?" --user-id alice
|
||||
|
||||
# List all memories for a user
|
||||
mem0 list --user-id alice
|
||||
|
||||
# Get a specific memory
|
||||
mem0 get <memory-id>
|
||||
|
||||
# Update a memory
|
||||
mem0 update <memory-id> "I switched to light mode"
|
||||
|
||||
# Delete a memory
|
||||
mem0 delete <memory-id>
|
||||
```
|
||||
|
||||
## Commands
|
||||
|
||||
### `mem0 init`
|
||||
|
||||
Interactive setup wizard. Prompts for your API key and default user ID.
|
||||
|
||||
```bash
|
||||
mem0 init
|
||||
mem0 init --api-key m0-xxx --user-id alice
|
||||
mem0 init --email alice@company.com
|
||||
```
|
||||
|
||||
If an existing configuration is detected, the CLI asks for confirmation before overwriting. Use `--force` to skip the prompt (useful in CI/CD).
|
||||
|
||||
```bash
|
||||
mem0 init --api-key m0-xxx --user-id alice --force
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--api-key` | API key (skip prompt) |
|
||||
| `-u, --user-id` | Default user ID (skip prompt) |
|
||||
| `--email` | Login via email verification code |
|
||||
| `--code` | Verification code (use with `--email` for non-interactive login) |
|
||||
| `--force` | Overwrite existing config without confirmation |
|
||||
|
||||
### `mem0 add`
|
||||
|
||||
Add a memory from text, a JSON messages array, a file, or stdin.
|
||||
|
||||
```bash
|
||||
mem0 add "I prefer dark mode" --user-id alice
|
||||
mem0 add --file conversation.json --user-id alice
|
||||
echo "Loves hiking on weekends" | mem0 add --user-id alice
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Scope to a user |
|
||||
| `--agent-id` | Scope to an agent |
|
||||
| `--messages` | Conversation messages as JSON |
|
||||
| `-f, --file` | Read messages from a JSON file |
|
||||
| `-m, --metadata` | Custom metadata as JSON |
|
||||
| `--categories` | Categories (JSON array or comma-separated) |
|
||||
| `--graph / --no-graph` | Enable or disable graph memory extraction |
|
||||
| `-o, --output` | Output format: `text`, `json`, `quiet` |
|
||||
|
||||
### `mem0 search`
|
||||
|
||||
Search memories using natural language.
|
||||
|
||||
```bash
|
||||
mem0 search "dietary restrictions" --user-id alice
|
||||
mem0 search "preferred tools" --user-id alice --output json --top-k 5
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Filter by user |
|
||||
| `-k, --top-k` | Number of results (default: 10) |
|
||||
| `--threshold` | Minimum similarity score (default: 0.3) |
|
||||
| `--rerank` | Enable reranking |
|
||||
| `--keyword` | Use keyword search instead of semantic |
|
||||
| `--filter` | Advanced filter expression (JSON) |
|
||||
| `--graph / --no-graph` | Enable or disable graph in search |
|
||||
| `-o, --output` | Output format: `text`, `json`, `table` |
|
||||
|
||||
### `mem0 list`
|
||||
|
||||
List memories with optional filters and pagination.
|
||||
|
||||
```bash
|
||||
mem0 list --user-id alice
|
||||
mem0 list --user-id alice --category preferences --output json
|
||||
mem0 list --user-id alice --after 2024-01-01 --page-size 50
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Filter by user |
|
||||
| `--page` | Page number (default: 1) |
|
||||
| `--page-size` | Results per page (default: 100) |
|
||||
| `--category` | Filter by category |
|
||||
| `--after` | Created after date (YYYY-MM-DD) |
|
||||
| `--before` | Created before date (YYYY-MM-DD) |
|
||||
| `-o, --output` | Output format: `text`, `json`, `table` |
|
||||
|
||||
### `mem0 get`
|
||||
|
||||
Retrieve a specific memory by ID.
|
||||
|
||||
```bash
|
||||
mem0 get 7b3c1a2e-4d5f-6789-abcd-ef0123456789
|
||||
mem0 get 7b3c1a2e-4d5f-6789-abcd-ef0123456789 --output json
|
||||
```
|
||||
|
||||
### `mem0 update`
|
||||
|
||||
Update the text or metadata of an existing memory.
|
||||
|
||||
```bash
|
||||
mem0 update <memory-id> "Updated preference text"
|
||||
mem0 update <memory-id> --metadata '{"priority": "high"}'
|
||||
echo "new text" | mem0 update <memory-id>
|
||||
```
|
||||
|
||||
### `mem0 delete`
|
||||
|
||||
Delete a single memory, all memories for a scope, or an entire entity.
|
||||
|
||||
```bash
|
||||
# Delete a single memory
|
||||
mem0 delete <memory-id>
|
||||
|
||||
# Delete all memories for a user
|
||||
mem0 delete --all --user-id alice --force
|
||||
|
||||
# Delete all memories project-wide
|
||||
mem0 delete --all --project --force
|
||||
|
||||
# Preview what would be deleted
|
||||
mem0 delete --all --user-id alice --dry-run
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--all` | Delete all memories matching scope filters |
|
||||
| `--entity` | Delete the entity and all its memories |
|
||||
| `--project` | With `--all`: delete all memories project-wide |
|
||||
| `--dry-run` | Preview without deleting |
|
||||
| `--force` | Skip confirmation prompt |
|
||||
|
||||
### `mem0 import`
|
||||
|
||||
Bulk import memories from a JSON file.
|
||||
|
||||
```bash
|
||||
mem0 import data.json --user-id alice
|
||||
```
|
||||
|
||||
The file should be a JSON array where each item has a `memory` (or `text` or `content`) field and optional `user_id`, `agent_id`, and `metadata` fields.
|
||||
|
||||
### `mem0 config`
|
||||
|
||||
View or modify the local CLI configuration.
|
||||
|
||||
```bash
|
||||
mem0 config show # Display current config (secrets redacted)
|
||||
mem0 config get api_key # Get a specific value
|
||||
mem0 config set user_id bob # Set a value
|
||||
```
|
||||
|
||||
### `mem0 entity`
|
||||
|
||||
List or delete entities (users, agents, apps, runs).
|
||||
|
||||
```bash
|
||||
mem0 entity list users
|
||||
mem0 entity list agents --output json
|
||||
mem0 entity delete --user-id alice --force
|
||||
```
|
||||
|
||||
### `mem0 event`
|
||||
|
||||
Inspect background processing events created by async operations (e.g. bulk deletes, large add jobs).
|
||||
|
||||
```bash
|
||||
# List recent events
|
||||
mem0 event list
|
||||
|
||||
# Check the status of a specific event
|
||||
mem0 event status <event-id>
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-o, --output` | Output format: `text`, `json` |
|
||||
|
||||
### `mem0 status`
|
||||
|
||||
Verify your API connection and display the current project.
|
||||
|
||||
```bash
|
||||
mem0 status
|
||||
```
|
||||
|
||||
### `mem0 version`
|
||||
|
||||
Print the CLI version.
|
||||
|
||||
```bash
|
||||
mem0 version
|
||||
```
|
||||
|
||||
## Agent mode
|
||||
|
||||
Pass `--agent` (or its alias `--json`) as a **global flag** on any command to get output designed for AI agent tool loops:
|
||||
|
||||
```bash
|
||||
mem0 --agent search "user preferences" --user-id alice
|
||||
mem0 --agent add "User prefers dark mode" --user-id alice
|
||||
mem0 --agent list --user-id alice
|
||||
mem0 --agent delete --all --user-id alice --force
|
||||
```
|
||||
|
||||
Every command returns the same envelope shape:
|
||||
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "search",
|
||||
"duration_ms": 134,
|
||||
"scope": { "user_id": "alice" },
|
||||
"count": 2,
|
||||
"data": [
|
||||
{ "id": "abc-123", "memory": "User prefers dark mode", "score": 0.97, "created_at": "2026-01-15", "categories": ["preferences"] }
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
What agent mode does differently from `--output json`:
|
||||
|
||||
- **Sanitized `data`**: only the fields an agent needs (id, memory, score, etc.) — no internal API noise
|
||||
- **No human output**: spinners, colors, and banners are suppressed entirely
|
||||
- **Errors as JSON**: errors go to stdout as `{"status": "error", "command": "...", "error": "..."}` with a non-zero exit code
|
||||
|
||||
Use `mem0 help --json` to get the full command tree as JSON — useful for agents that need to self-discover available commands.
|
||||
|
||||
## Output formats
|
||||
|
||||
Control how results are displayed with `--output`:
|
||||
|
||||
| Format | Description |
|
||||
|--------|-------------|
|
||||
| `text` | Human-readable with colors and formatting (default) |
|
||||
| `json` | Structured JSON for piping to `jq` (raw API response) |
|
||||
| `table` | Tabular format (default for `list`) |
|
||||
| `quiet` | Minimal — just IDs or status codes |
|
||||
| `agent` | Structured JSON envelope with sanitized fields (set by `--agent`/`--json`) |
|
||||
|
||||
## Global flags
|
||||
|
||||
These flags are available on all commands:
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--json` | Enable agent mode: structured JSON envelope output, no colors or spinners |
|
||||
| `--agent` | Alias for `--json` |
|
||||
| `--api-key` | Override the configured API key for this request |
|
||||
| `--base-url` | Override the configured API base URL for this request |
|
||||
| `-o, --output` | Set the output format |
|
||||
|
||||
## Environment variables
|
||||
|
||||
| Variable | Description |
|
||||
|----------|-------------|
|
||||
| `MEM0_API_KEY` | API key (overrides config file) |
|
||||
| `MEM0_BASE_URL` | API base URL |
|
||||
| `MEM0_USER_ID` | Default user ID |
|
||||
| `MEM0_AGENT_ID` | Default agent ID |
|
||||
| `MEM0_APP_ID` | Default app ID |
|
||||
| `MEM0_RUN_ID` | Default run ID |
|
||||
| `MEM0_ENABLE_GRAPH` | Enable graph memory (`true` / `false`) |
|
||||
|
||||
Environment variables take precedence over values in the config file, which take precedence over defaults.
|
||||
|
||||
## Development
|
||||
|
||||
```bash
|
||||
cd cli/python
|
||||
python -m venv .venv && source .venv/bin/activate
|
||||
pip install -e ".[dev]"
|
||||
|
||||
# Run during development
|
||||
python -m mem0_cli --help
|
||||
mem0 add "test memory" --user-id alice
|
||||
```
|
||||
|
||||
## Releasing
|
||||
|
||||
1. Update `version` in `pyproject.toml`
|
||||
2. Create a GitHub Release with tag `cli-v<version>` (e.g. `cli-v0.2.1`)
|
||||
|
||||
For a pre-release, use a beta version like `0.2.1b1` and check the **pre-release** checkbox.
|
||||
|
||||
## Documentation
|
||||
|
||||
Full documentation is available at [docs.mem0.ai/platform/cli](https://docs.mem0.ai/platform/cli).
|
||||
|
||||
## License
|
||||
|
||||
Apache-2.0
|
||||
@@ -0,0 +1,107 @@
|
||||
# Development
|
||||
|
||||
## Prerequisites
|
||||
|
||||
- Python **3.10+**
|
||||
- `make` (optional — you can use plain Python commands instead)
|
||||
|
||||
All commands below should be run from the `python/` directory:
|
||||
|
||||
```bash
|
||||
cd python
|
||||
```
|
||||
|
||||
## Setup
|
||||
|
||||
### Using Make (recommended)
|
||||
|
||||
All `make` targets automatically create a virtual environment (`.venv/`) and install the required dependencies — no manual setup needed.
|
||||
|
||||
```bash
|
||||
# Install the CLI in editable mode
|
||||
make install
|
||||
|
||||
# Install with dev tools (tests + linting)
|
||||
make dev
|
||||
```
|
||||
|
||||
### Using Python directly
|
||||
|
||||
```bash
|
||||
python3 -m venv .venv
|
||||
source .venv/bin/activate
|
||||
python -m pip install -U pip
|
||||
|
||||
# Install in editable mode
|
||||
pip install -e .
|
||||
|
||||
# With dev tools
|
||||
pip install -e ".[dev]"
|
||||
```
|
||||
|
||||
## Make targets
|
||||
|
||||
| Target | Description |
|
||||
| ------------------- | ------------------------------------------------ |
|
||||
| `make install` | Create venv and install the CLI (editable mode) |
|
||||
| `make dev` | Create venv and install CLI + dev dependencies |
|
||||
| `make test` | Run all tests (installs dev deps if needed) |
|
||||
| `make lint` | Run linter and format check |
|
||||
| `make format` | Auto-fix lint issues and format code |
|
||||
| `make build` | Build distribution packages |
|
||||
| `make clean` | Remove `dist/` |
|
||||
| `make publish` | Build and publish to PyPI |
|
||||
| `make publish-test` | Build and publish to Test PyPI |
|
||||
| `make shell` | Open a new shell with the venv activated |
|
||||
|
||||
## Run tests
|
||||
|
||||
```bash
|
||||
# Using Make
|
||||
make test
|
||||
|
||||
# Using Python directly
|
||||
pytest
|
||||
|
||||
# Run a specific test file
|
||||
pytest tests/test_cli_integration.py
|
||||
|
||||
# Run a single test
|
||||
pytest -k test_help
|
||||
```
|
||||
|
||||
## Run the CLI
|
||||
|
||||
```bash
|
||||
# Using Make — drop into an activated shell
|
||||
make shell
|
||||
mem0 --help
|
||||
|
||||
# Using Python directly (with venv activated)
|
||||
source .venv/bin/activate
|
||||
mem0 --help
|
||||
mem0 version
|
||||
|
||||
# Or run without activating
|
||||
.venv/bin/mem0 --help
|
||||
```
|
||||
|
||||
## Lint
|
||||
|
||||
```bash
|
||||
# Using Make
|
||||
make lint # check only
|
||||
make format # auto-fix
|
||||
|
||||
# Using Python directly (with venv activated)
|
||||
ruff check .
|
||||
ruff format .
|
||||
```
|
||||
|
||||
## Optional extras
|
||||
|
||||
### OSS integration
|
||||
|
||||
```bash
|
||||
pip install -e ".[oss]"
|
||||
```
|
||||
@@ -0,0 +1,77 @@
|
||||
[build-system]
|
||||
requires = ["hatchling"]
|
||||
build-backend = "hatchling.build"
|
||||
|
||||
[project]
|
||||
name = "mem0-cli"
|
||||
version = "0.2.2"
|
||||
description = "The official CLI for mem0 — the memory layer for AI agents"
|
||||
readme = "README.md"
|
||||
license = "Apache-2.0"
|
||||
requires-python = ">=3.10"
|
||||
authors = [
|
||||
{ name = "mem0.ai", email = "founders@mem0.ai" },
|
||||
]
|
||||
keywords = ["mem0", "memory", "ai", "agents", "cli"]
|
||||
classifiers = [
|
||||
"Development Status :: 4 - Beta",
|
||||
"Environment :: Console",
|
||||
"Intended Audience :: Developers",
|
||||
"License :: OSI Approved :: Apache Software License",
|
||||
"Programming Language :: Python :: 3",
|
||||
"Programming Language :: Python :: 3.10",
|
||||
"Programming Language :: Python :: 3.11",
|
||||
"Programming Language :: Python :: 3.12",
|
||||
"Topic :: Software Development :: Libraries",
|
||||
]
|
||||
dependencies = [
|
||||
"typer>=0.9.0",
|
||||
"rich>=13.0.0",
|
||||
"httpx>=0.24.0",
|
||||
]
|
||||
|
||||
[project.optional-dependencies]
|
||||
oss = ["mem0ai>=0.1.0"]
|
||||
dev = [
|
||||
"pytest>=7.0",
|
||||
"pytest-asyncio>=0.21",
|
||||
"ruff>=0.1.0",
|
||||
]
|
||||
|
||||
[project.scripts]
|
||||
mem0 = "mem0_cli.app:main"
|
||||
|
||||
[tool.hatch.build.targets.wheel]
|
||||
packages = ["src/mem0_cli"]
|
||||
|
||||
[tool.hatch.build.targets.sdist]
|
||||
include = ["src/mem0_cli"]
|
||||
|
||||
[tool.ruff]
|
||||
target-version = "py310"
|
||||
line-length = 100
|
||||
|
||||
[tool.ruff.lint]
|
||||
select = [
|
||||
"E", # pycodestyle errors
|
||||
"F", # pyflakes
|
||||
"I", # isort (import sorting)
|
||||
"W", # pycodestyle warnings
|
||||
"UP", # pyupgrade (modern Python syntax)
|
||||
"B", # flake8-bugbear (common bugs)
|
||||
"SIM", # flake8-simplify
|
||||
"RUF", # ruff-specific rules
|
||||
]
|
||||
ignore = [
|
||||
"E501", # line too long — handled by formatter
|
||||
"B008", # function call in default arg — required by Typer's Option/Argument pattern
|
||||
"SIM108", # ternary operator — sometimes less readable
|
||||
]
|
||||
|
||||
[tool.ruff.lint.isort]
|
||||
known-first-party = ["mem0_cli"]
|
||||
|
||||
[tool.ruff.format]
|
||||
quote-style = "double"
|
||||
indent-style = "space"
|
||||
docstring-code-format = true
|
||||
@@ -0,0 +1,3 @@
|
||||
"""mem0 CLI — the command-line interface for the mem0 memory layer."""
|
||||
|
||||
__version__ = "0.2.2"
|
||||
@@ -0,0 +1,5 @@
|
||||
"""Allow running with `python -m mem0_cli`."""
|
||||
|
||||
from mem0_cli.app import main
|
||||
|
||||
main()
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,5 @@
|
||||
"""Backend abstraction layer for mem0 CLI."""
|
||||
|
||||
from mem0_cli.backend.base import Backend, get_backend
|
||||
|
||||
__all__ = ["Backend", "get_backend"]
|
||||
@@ -0,0 +1,118 @@
|
||||
"""Abstract backend interface and factory."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from abc import ABC, abstractmethod
|
||||
from typing import Any
|
||||
|
||||
from mem0_cli.config import Mem0Config
|
||||
|
||||
|
||||
class Backend(ABC):
|
||||
"""Abstract interface for mem0 backends."""
|
||||
|
||||
@abstractmethod
|
||||
def add(
|
||||
self,
|
||||
content: str | None = None,
|
||||
messages: list[dict] | None = None,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
metadata: dict | None = None,
|
||||
immutable: bool = False,
|
||||
infer: bool = True,
|
||||
expires: str | None = None,
|
||||
categories: list[str] | None = None,
|
||||
enable_graph: bool = False,
|
||||
) -> dict: ...
|
||||
|
||||
@abstractmethod
|
||||
def search(
|
||||
self,
|
||||
query: str,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
top_k: int = 10,
|
||||
threshold: float = 0.3,
|
||||
rerank: bool = False,
|
||||
keyword: bool = False,
|
||||
filters: dict | None = None,
|
||||
fields: list[str] | None = None,
|
||||
enable_graph: bool = False,
|
||||
) -> list[dict]: ...
|
||||
|
||||
@abstractmethod
|
||||
def get(self, memory_id: str) -> dict: ...
|
||||
|
||||
@abstractmethod
|
||||
def list_memories(
|
||||
self,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
page: int = 1,
|
||||
page_size: int = 100,
|
||||
category: str | None = None,
|
||||
after: str | None = None,
|
||||
before: str | None = None,
|
||||
enable_graph: bool = False,
|
||||
) -> list[dict]: ...
|
||||
|
||||
@abstractmethod
|
||||
def update(
|
||||
self, memory_id: str, content: str | None = None, metadata: dict | None = None
|
||||
) -> dict: ...
|
||||
|
||||
@abstractmethod
|
||||
def delete(
|
||||
self,
|
||||
memory_id: str | None = None,
|
||||
*,
|
||||
all: bool = False,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
) -> dict: ...
|
||||
|
||||
@abstractmethod
|
||||
def delete_entities(
|
||||
self,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
) -> dict: ...
|
||||
|
||||
@abstractmethod
|
||||
def status(
|
||||
self,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
) -> dict[str, Any]: ...
|
||||
|
||||
@abstractmethod
|
||||
def entities(self, entity_type: str) -> list[dict]: ...
|
||||
|
||||
@abstractmethod
|
||||
def list_events(self) -> list[dict]: ...
|
||||
|
||||
@abstractmethod
|
||||
def get_event(self, event_id: str) -> dict: ...
|
||||
|
||||
|
||||
def get_backend(config: Mem0Config) -> Backend:
|
||||
"""Return the Platform backend."""
|
||||
from mem0_cli.backend.platform import PlatformBackend
|
||||
|
||||
return PlatformBackend(config.platform)
|
||||
@@ -0,0 +1,345 @@
|
||||
"""Platform (SaaS) backend — communicates with api.mem0.ai."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import Any
|
||||
|
||||
import httpx
|
||||
|
||||
from mem0_cli import __version__
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.config import PlatformConfig
|
||||
|
||||
|
||||
class PlatformBackend(Backend):
|
||||
"""Backend that talks to the mem0 Platform API."""
|
||||
|
||||
def __init__(self, config: PlatformConfig) -> None:
|
||||
self.config = config
|
||||
self.base_url = config.base_url.rstrip("/")
|
||||
self._client = httpx.Client(
|
||||
base_url=self.base_url,
|
||||
headers={
|
||||
"Authorization": f"Token {config.api_key}",
|
||||
"Content-Type": "application/json",
|
||||
"X-Mem0-Source": "cli",
|
||||
"X-Mem0-Client-Language": "python",
|
||||
"X-Mem0-Client-Version": __version__,
|
||||
},
|
||||
timeout=30.0,
|
||||
)
|
||||
|
||||
def _request(self, method: str, path: str, **kwargs: Any) -> Any:
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
self._client.headers["X-Mem0-Caller-Type"] = "agent" if is_agent_mode() else "user"
|
||||
resp = self._client.request(method, path, **kwargs)
|
||||
if resp.status_code == 401:
|
||||
raise AuthError("Authentication failed. Your API key may be invalid or expired.")
|
||||
if resp.status_code == 404:
|
||||
raise NotFoundError(f"Resource not found: {path}")
|
||||
if resp.status_code == 400:
|
||||
# Extract API error detail when available
|
||||
try:
|
||||
detail = resp.json().get("detail", resp.text)
|
||||
except Exception:
|
||||
detail = resp.text
|
||||
raise APIError(f"Bad request to {path}: {detail}")
|
||||
resp.raise_for_status()
|
||||
if resp.status_code == 204:
|
||||
return {}
|
||||
return resp.json()
|
||||
|
||||
def add(
|
||||
self,
|
||||
content: str | None = None,
|
||||
messages: list[dict] | None = None,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
metadata: dict | None = None,
|
||||
immutable: bool = False,
|
||||
infer: bool = True,
|
||||
expires: str | None = None,
|
||||
categories: list[str] | None = None,
|
||||
enable_graph: bool = False,
|
||||
) -> dict:
|
||||
payload: dict[str, Any] = {}
|
||||
|
||||
if messages:
|
||||
payload["messages"] = messages
|
||||
elif content:
|
||||
payload["messages"] = [{"role": "user", "content": content}]
|
||||
|
||||
if user_id:
|
||||
payload["user_id"] = user_id
|
||||
if agent_id:
|
||||
payload["agent_id"] = agent_id
|
||||
if app_id:
|
||||
payload["app_id"] = app_id
|
||||
if run_id:
|
||||
payload["run_id"] = run_id
|
||||
if metadata:
|
||||
payload["metadata"] = metadata
|
||||
if immutable:
|
||||
payload["immutable"] = True
|
||||
if not infer:
|
||||
payload["infer"] = False
|
||||
if expires:
|
||||
payload["expiration_date"] = expires
|
||||
if categories:
|
||||
payload["categories"] = categories
|
||||
if enable_graph:
|
||||
payload["enable_graph"] = True
|
||||
|
||||
return self._request("POST", "/v1/memories/", json=payload)
|
||||
|
||||
def _build_filters(
|
||||
self,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
extra_filters: dict | None = None,
|
||||
) -> dict | None:
|
||||
"""Build a filters dict for v2 API endpoints.
|
||||
|
||||
Entity IDs are ANDed (all provided IDs must match).
|
||||
Extra filters (date ranges, categories) are also ANDed.
|
||||
"""
|
||||
# If caller passed a pre-built filter structure (e.g. --filter from CLI), use it directly
|
||||
if extra_filters and ("AND" in extra_filters or "OR" in extra_filters):
|
||||
return extra_filters
|
||||
|
||||
# Build AND conditions for entity IDs
|
||||
and_conditions: list[dict[str, Any]] = []
|
||||
if user_id:
|
||||
and_conditions.append({"user_id": user_id})
|
||||
if agent_id:
|
||||
and_conditions.append({"agent_id": agent_id})
|
||||
if app_id:
|
||||
and_conditions.append({"app_id": app_id})
|
||||
if run_id:
|
||||
and_conditions.append({"run_id": run_id})
|
||||
|
||||
# Append any extra filters (dates, categories)
|
||||
if extra_filters:
|
||||
for k, v in extra_filters.items():
|
||||
and_conditions.append({k: v})
|
||||
|
||||
if len(and_conditions) == 1:
|
||||
return and_conditions[0]
|
||||
elif and_conditions:
|
||||
return {"AND": and_conditions}
|
||||
else:
|
||||
return None
|
||||
|
||||
def search(
|
||||
self,
|
||||
query: str,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
top_k: int = 10,
|
||||
threshold: float = 0.3,
|
||||
rerank: bool = False,
|
||||
keyword: bool = False,
|
||||
filters: dict | None = None,
|
||||
fields: list[str] | None = None,
|
||||
enable_graph: bool = False,
|
||||
) -> list[dict]:
|
||||
payload: dict[str, Any] = {"query": query, "top_k": top_k, "threshold": threshold}
|
||||
|
||||
api_filters = self._build_filters(
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
extra_filters=filters,
|
||||
)
|
||||
if api_filters:
|
||||
payload["filters"] = api_filters
|
||||
if rerank:
|
||||
payload["rerank"] = True
|
||||
if keyword:
|
||||
payload["keyword_search"] = True
|
||||
if fields:
|
||||
payload["fields"] = fields
|
||||
if enable_graph:
|
||||
payload["enable_graph"] = True
|
||||
|
||||
result = self._request("POST", "/v2/memories/search/", json=payload)
|
||||
return (
|
||||
result
|
||||
if isinstance(result, list)
|
||||
else result.get("results", result.get("memories", []))
|
||||
)
|
||||
|
||||
def get(self, memory_id: str) -> dict:
|
||||
return self._request("GET", f"/v1/memories/{memory_id}/")
|
||||
|
||||
def list_memories(
|
||||
self,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
page: int = 1,
|
||||
page_size: int = 100,
|
||||
category: str | None = None,
|
||||
after: str | None = None,
|
||||
before: str | None = None,
|
||||
enable_graph: bool = False,
|
||||
) -> list[dict]:
|
||||
payload: dict[str, Any] = {}
|
||||
params = {"page": str(page), "page_size": str(page_size)}
|
||||
|
||||
# Build filters for v2 API — entity IDs and date filters go inside "filters"
|
||||
extra: dict[str, Any] = {}
|
||||
if category:
|
||||
extra["categories"] = {"contains": category}
|
||||
if after:
|
||||
extra["created_at"] = {**(extra.get("created_at", {})), "gte": after}
|
||||
if before:
|
||||
extra["created_at"] = {**(extra.get("created_at", {})), "lte": before}
|
||||
|
||||
api_filters = self._build_filters(
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
extra_filters=extra if extra else None,
|
||||
)
|
||||
if api_filters:
|
||||
payload["filters"] = api_filters
|
||||
if enable_graph:
|
||||
payload["enable_graph"] = True
|
||||
|
||||
result = self._request("POST", "/v2/memories/", json=payload, params=params)
|
||||
return (
|
||||
result
|
||||
if isinstance(result, list)
|
||||
else result.get("results", result.get("memories", []))
|
||||
)
|
||||
|
||||
def update(
|
||||
self, memory_id: str, content: str | None = None, metadata: dict | None = None
|
||||
) -> dict:
|
||||
payload: dict[str, Any] = {}
|
||||
if content:
|
||||
payload["text"] = content
|
||||
if metadata:
|
||||
payload["metadata"] = metadata
|
||||
return self._request("PUT", f"/v1/memories/{memory_id}/", json=payload)
|
||||
|
||||
def delete(
|
||||
self,
|
||||
memory_id: str | None = None,
|
||||
*,
|
||||
all: bool = False,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
) -> dict:
|
||||
if all:
|
||||
params: dict[str, str] = {}
|
||||
if user_id:
|
||||
params["user_id"] = user_id
|
||||
if agent_id:
|
||||
params["agent_id"] = agent_id
|
||||
if app_id:
|
||||
params["app_id"] = app_id
|
||||
if run_id:
|
||||
params["run_id"] = run_id
|
||||
return self._request("DELETE", "/v1/memories/", params=params)
|
||||
elif memory_id:
|
||||
return self._request("DELETE", f"/v1/memories/{memory_id}/")
|
||||
else:
|
||||
raise ValueError("Either memory_id or --all is required")
|
||||
|
||||
def delete_entities(
|
||||
self,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
) -> dict:
|
||||
# v2 endpoint: DELETE /v2/entities/{entity_type}/{entity_id}/
|
||||
type_map = {
|
||||
"user": user_id,
|
||||
"agent": agent_id,
|
||||
"app": app_id,
|
||||
"run": run_id,
|
||||
}
|
||||
entities = {t: v for t, v in type_map.items() if v}
|
||||
if not entities:
|
||||
raise ValueError("At least one entity ID is required for delete_entities.")
|
||||
# Delete each provided entity via the v2 path-based endpoint
|
||||
result: dict = {}
|
||||
for entity_type, entity_id in entities.items():
|
||||
result = self._request("DELETE", f"/v2/entities/{entity_type}/{entity_id}/")
|
||||
return result
|
||||
|
||||
def ping(self, timeout: float | None = None) -> dict:
|
||||
"""Call the ping endpoint and return the raw response.
|
||||
|
||||
When *timeout* is given it overrides the client-level timeout so that
|
||||
validation pings can fail fast without blocking the user.
|
||||
"""
|
||||
if timeout is not None:
|
||||
resp = self._client.get("/v1/ping/", timeout=timeout)
|
||||
if resp.status_code == 401:
|
||||
raise AuthError("Authentication failed. Your API key may be invalid or expired.")
|
||||
resp.raise_for_status()
|
||||
return resp.json()
|
||||
return self._request("GET", "/v1/ping/")
|
||||
|
||||
def status(
|
||||
self,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
) -> dict[str, Any]:
|
||||
"""Check connectivity using the ping endpoint."""
|
||||
try:
|
||||
self.ping()
|
||||
return {"connected": True, "backend": "platform", "base_url": self.base_url}
|
||||
except Exception as e:
|
||||
return {"connected": False, "backend": "platform", "error": str(e)}
|
||||
|
||||
def entities(self, entity_type: str) -> list[dict]:
|
||||
result = self._request("GET", "/v1/entities/")
|
||||
items = result if isinstance(result, list) else result.get("results", [])
|
||||
# Filter by entity type client-side (API returns all types)
|
||||
type_map = {"users": "user", "agents": "agent", "apps": "app", "runs": "run"}
|
||||
target_type = type_map.get(entity_type)
|
||||
if target_type:
|
||||
items = [e for e in items if e.get("type", "").lower() == target_type]
|
||||
return items
|
||||
|
||||
def list_events(self) -> list[dict]:
|
||||
result = self._request("GET", "/v1/events/")
|
||||
return result if isinstance(result, list) else result.get("results", [])
|
||||
|
||||
def get_event(self, event_id: str) -> dict:
|
||||
return self._request("GET", f"/v1/event/{event_id}/")
|
||||
|
||||
|
||||
class AuthError(Exception):
|
||||
pass
|
||||
|
||||
|
||||
class NotFoundError(Exception):
|
||||
pass
|
||||
|
||||
|
||||
class APIError(Exception):
|
||||
pass
|
||||
@@ -0,0 +1,176 @@
|
||||
"""Branding and ASCII art for mem0 CLI."""
|
||||
|
||||
import os
|
||||
import sys
|
||||
import time
|
||||
from contextlib import contextmanager
|
||||
|
||||
from rich.console import Console
|
||||
from rich.panel import Panel
|
||||
from rich.status import Status
|
||||
from rich.text import Text
|
||||
|
||||
# stderr console for spinners, errors, and timing messages
|
||||
_err = Console(stderr=True)
|
||||
|
||||
LOGO = r"""
|
||||
███╗ ███╗███████╗███╗ ███╗ ██████╗ ██████╗██╗ ██╗
|
||||
████╗ ████║██╔════╝████╗ ████║██╔═████╗ ██╔════╝██║ ██║
|
||||
██╔████╔██║█████╗ ██╔████╔██║██║██╔██║ ██║ ██║ ██║
|
||||
██║╚██╔╝██║██╔══╝ ██║╚██╔╝██║████╔╝██║ ██║ ██║ ██║
|
||||
██║ ╚═╝ ██║███████╗██║ ╚═╝ ██║╚██████╔╝ ╚██████╗███████╗██║
|
||||
╚═╝ ╚═╝╚══════╝╚═╝ ╚═╝ ╚═════╝ ╚═════╝╚══════╝╚═╝
|
||||
"""
|
||||
|
||||
LOGO_MINI = "◆ mem0"
|
||||
|
||||
TAGLINE = "The Memory Layer for AI Agents"
|
||||
|
||||
BRAND_COLOR = "#8b5cf6" # Purple
|
||||
ACCENT_COLOR = "#a78bfa"
|
||||
SUCCESS_COLOR = "#22c55e"
|
||||
ERROR_COLOR = "#ef4444"
|
||||
WARNING_COLOR = "#f59e0b"
|
||||
DIM_COLOR = "#6b7280"
|
||||
|
||||
|
||||
def _sym(fancy: str, plain: str) -> str:
|
||||
"""Return *fancy* when stdout is a TTY with colour, else *plain*."""
|
||||
if not sys.stdout.isatty() or os.environ.get("NO_COLOR") is not None:
|
||||
return plain
|
||||
return fancy
|
||||
|
||||
|
||||
def print_banner(console: Console) -> None:
|
||||
"""Print the mem0 welcome banner."""
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
if is_agent_mode():
|
||||
return
|
||||
logo_text = Text(LOGO, style=f"bold {BRAND_COLOR}")
|
||||
tagline = Text(f" {TAGLINE}\n", style=f"{ACCENT_COLOR}")
|
||||
|
||||
content = Text()
|
||||
content.append_text(logo_text)
|
||||
content.append_text(tagline)
|
||||
|
||||
panel = Panel(
|
||||
content,
|
||||
border_style=BRAND_COLOR,
|
||||
padding=(0, 2),
|
||||
subtitle=f"[{DIM_COLOR}]Python SDK · v{_get_version()}[/]",
|
||||
subtitle_align="right",
|
||||
)
|
||||
console.print(panel)
|
||||
|
||||
|
||||
def print_success(console: Console, message: str) -> None:
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
if is_agent_mode():
|
||||
return
|
||||
sym = _sym("✓", "[ok]")
|
||||
console.print(f"[{SUCCESS_COLOR}]{sym}[/] {message}")
|
||||
|
||||
|
||||
def print_error(console: Console, message: str, hint: str | None = None) -> None:
|
||||
from mem0_cli.state import get_current_command, is_agent_mode
|
||||
|
||||
if is_agent_mode():
|
||||
import json as _json
|
||||
|
||||
envelope = {
|
||||
"status": "error",
|
||||
"command": get_current_command(),
|
||||
"error": message,
|
||||
"data": None,
|
||||
}
|
||||
print(_json.dumps(envelope))
|
||||
return
|
||||
sym = _sym("✗", "[error]")
|
||||
console.print(f"[{ERROR_COLOR}]{sym} Error:[/] {message}")
|
||||
if hint:
|
||||
console.print(f" [{DIM_COLOR}]{hint}[/]")
|
||||
|
||||
|
||||
def print_warning(console: Console, message: str) -> None:
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
if is_agent_mode():
|
||||
return
|
||||
sym = _sym("⚠", "[warn]")
|
||||
console.print(f"[{WARNING_COLOR}]{sym}[/] {message}")
|
||||
|
||||
|
||||
def print_info(console: Console, message: str) -> None:
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
if is_agent_mode():
|
||||
return
|
||||
sym = _sym("◆", "*")
|
||||
console.print(f"[{BRAND_COLOR}]{sym}[/] {message}")
|
||||
|
||||
|
||||
@contextmanager
|
||||
def timed_status(console: Console, message: str):
|
||||
"""Spinner with automatic timing. Yields a context object for setting the final message.
|
||||
|
||||
The spinner and timing output are sent to stderr (via ``_err``) so they
|
||||
never contaminate machine-readable stdout. The *console* parameter is
|
||||
kept for backward compatibility but is not used for spinner output.
|
||||
In agent mode the spinner is suppressed entirely.
|
||||
"""
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
class _Ctx:
|
||||
def __init__(self):
|
||||
self.success_msg = ""
|
||||
self.error_msg = ""
|
||||
|
||||
ctx = _Ctx()
|
||||
if is_agent_mode():
|
||||
try:
|
||||
yield ctx
|
||||
except Exception:
|
||||
raise
|
||||
return
|
||||
|
||||
start = time.perf_counter()
|
||||
try:
|
||||
with Status(f"[{DIM_COLOR}]{message}[/]", console=_err):
|
||||
yield ctx
|
||||
except Exception:
|
||||
elapsed = time.perf_counter() - start
|
||||
if ctx.error_msg:
|
||||
print_error(_err, f"{ctx.error_msg} ({elapsed:.2f}s)")
|
||||
if "Authentication failed" in ctx.error_msg:
|
||||
_err.print(
|
||||
f" [{DIM_COLOR}]Run [bold]mem0 init[/bold] to reconfigure your API key"
|
||||
f" · [bold]https://app.mem0.ai/dashboard/api-keys[/bold][/]"
|
||||
)
|
||||
raise
|
||||
else:
|
||||
elapsed = time.perf_counter() - start
|
||||
if ctx.success_msg:
|
||||
print_success(_err, f"{ctx.success_msg} ({elapsed:.2f}s)")
|
||||
|
||||
|
||||
def print_scope(console: Console, **ids: str | None) -> None:
|
||||
"""Show active entity scope if any IDs are set."""
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
if is_agent_mode():
|
||||
return
|
||||
parts = []
|
||||
for key, val in ids.items():
|
||||
if val:
|
||||
parts.append(f"{key}={val}")
|
||||
if parts:
|
||||
scope_str = ", ".join(parts)
|
||||
console.print(f" [{DIM_COLOR}]Scope: {scope_str}[/]")
|
||||
|
||||
|
||||
def _get_version() -> str:
|
||||
from mem0_cli import __version__
|
||||
|
||||
return __version__
|
||||
@@ -0,0 +1 @@
|
||||
"""CLI command modules."""
|
||||
@@ -0,0 +1,132 @@
|
||||
"""Config management commands: show, set, get."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from rich.console import Console
|
||||
from rich.table import Table
|
||||
|
||||
from mem0_cli.branding import ACCENT_COLOR, BRAND_COLOR, DIM_COLOR, print_error, print_success
|
||||
from mem0_cli.config import (
|
||||
get_nested_value,
|
||||
load_config,
|
||||
redact_key,
|
||||
save_config,
|
||||
set_nested_value,
|
||||
)
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
|
||||
|
||||
def cmd_config_show(*, output: str = "text") -> None:
|
||||
"""Display current configuration (secrets redacted)."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("config show")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
|
||||
config = load_config()
|
||||
|
||||
if output in ("json", "agent"):
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="config show",
|
||||
data={
|
||||
"defaults": {
|
||||
"user_id": config.defaults.user_id or None,
|
||||
"agent_id": config.defaults.agent_id or None,
|
||||
"app_id": config.defaults.app_id or None,
|
||||
"run_id": config.defaults.run_id or None,
|
||||
"enable_graph": config.defaults.enable_graph,
|
||||
},
|
||||
"platform": {
|
||||
"api_key": redact_key(config.platform.api_key),
|
||||
"base_url": config.platform.base_url,
|
||||
},
|
||||
},
|
||||
)
|
||||
return
|
||||
|
||||
console.print()
|
||||
console.print(f" [{BRAND_COLOR}]◆ mem0 Configuration[/]\n")
|
||||
|
||||
table = Table(border_style=BRAND_COLOR, header_style=f"bold {ACCENT_COLOR}", padding=(0, 2))
|
||||
table.add_column("Key", style="bold")
|
||||
table.add_column("Value")
|
||||
|
||||
# Defaults
|
||||
table.add_row(
|
||||
"defaults.user_id",
|
||||
config.defaults.user_id or f"[{DIM_COLOR}](not set)[/]",
|
||||
)
|
||||
table.add_row(
|
||||
"defaults.agent_id",
|
||||
config.defaults.agent_id or f"[{DIM_COLOR}](not set)[/]",
|
||||
)
|
||||
table.add_row(
|
||||
"defaults.app_id",
|
||||
config.defaults.app_id or f"[{DIM_COLOR}](not set)[/]",
|
||||
)
|
||||
table.add_row(
|
||||
"defaults.run_id",
|
||||
config.defaults.run_id or f"[{DIM_COLOR}](not set)[/]",
|
||||
)
|
||||
table.add_row(
|
||||
"defaults.enable_graph",
|
||||
str(config.defaults.enable_graph).lower(),
|
||||
)
|
||||
table.add_row("", "")
|
||||
|
||||
# Platform
|
||||
table.add_row("[bold]platform.api_key[/]", redact_key(config.platform.api_key))
|
||||
table.add_row("platform.base_url", config.platform.base_url)
|
||||
|
||||
console.print(table)
|
||||
console.print()
|
||||
|
||||
|
||||
def cmd_config_get(key: str) -> None:
|
||||
"""Get a config value."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("config get")
|
||||
config = load_config()
|
||||
value = get_nested_value(config, key)
|
||||
|
||||
if value is None:
|
||||
print_error(err_console, f"Unknown config key: {key}")
|
||||
return
|
||||
|
||||
display_value = (
|
||||
redact_key(str(value)) if ("api_key" in key or "key" in key.split(".")[-1:]) else str(value)
|
||||
)
|
||||
|
||||
if is_agent_mode():
|
||||
format_agent_envelope(
|
||||
console, command="config get", data={"key": key, "value": display_value}
|
||||
)
|
||||
else:
|
||||
console.print(display_value)
|
||||
|
||||
|
||||
def cmd_config_set(key: str, value: str) -> None:
|
||||
"""Set a config value."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("config set")
|
||||
config = load_config()
|
||||
if set_nested_value(config, key, value):
|
||||
save_config(config)
|
||||
display = redact_key(value) if "key" in key else value
|
||||
if is_agent_mode():
|
||||
format_agent_envelope(
|
||||
console, command="config set", data={"key": key, "value": display}
|
||||
)
|
||||
else:
|
||||
print_success(console, f"{key} = {display}")
|
||||
else:
|
||||
print_error(err_console, f"Unknown config key: {key}")
|
||||
@@ -0,0 +1,168 @@
|
||||
"""Entity management commands."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import time as _time
|
||||
|
||||
import typer
|
||||
from rich.console import Console
|
||||
from rich.table import Table
|
||||
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.branding import (
|
||||
ACCENT_COLOR,
|
||||
BRAND_COLOR,
|
||||
DIM_COLOR,
|
||||
print_error,
|
||||
print_info,
|
||||
print_success,
|
||||
timed_status,
|
||||
)
|
||||
from mem0_cli.output import format_agent_envelope, format_json
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
|
||||
|
||||
def cmd_entities_list(backend: Backend, entity_type: str, *, output: str) -> None:
|
||||
"""List entities of a given type."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("entity list")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
valid_types = {"users", "agents", "apps", "runs"}
|
||||
if entity_type not in valid_types:
|
||||
print_error(
|
||||
err_console, f"Invalid entity type: {entity_type}. Use: {', '.join(valid_types)}"
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, f"Fetching {entity_type}...") as _ts:
|
||||
try:
|
||||
results = backend.entities(entity_type)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e), hint="This feature may require the mem0 Platform.")
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="entity list",
|
||||
data=results,
|
||||
count=len(results),
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
if output == "json":
|
||||
format_json(console, results)
|
||||
return
|
||||
|
||||
if not results:
|
||||
print_info(console, f"No {entity_type} found.")
|
||||
return
|
||||
|
||||
table = Table(border_style=BRAND_COLOR, header_style=f"bold {ACCENT_COLOR}", padding=(0, 1))
|
||||
table.add_column("Name / ID", style="bold")
|
||||
table.add_column("Created", max_width=12)
|
||||
|
||||
for entity in results:
|
||||
name = entity.get("name", entity.get("id", "—"))
|
||||
created = str(entity.get("created_at", "—"))[:10]
|
||||
table.add_row(str(name), created)
|
||||
|
||||
console.print()
|
||||
console.print(table)
|
||||
console.print(f" [{DIM_COLOR}]{len(results)} {entity_type} ({_elapsed:.2f}s)[/]")
|
||||
console.print()
|
||||
|
||||
|
||||
def cmd_entities_delete(
|
||||
backend: Backend,
|
||||
*,
|
||||
user_id: str | None,
|
||||
agent_id: str | None,
|
||||
app_id: str | None,
|
||||
run_id: str | None,
|
||||
force: bool,
|
||||
dry_run: bool = False,
|
||||
output: str,
|
||||
) -> None:
|
||||
"""Delete an entity and all its memories (cascade delete)."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("entity delete")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
if not force:
|
||||
print_error(err_console, "Destructive operation requires --force in agent mode.")
|
||||
raise typer.Exit(1)
|
||||
if not any([user_id, agent_id, app_id, run_id]):
|
||||
print_error(
|
||||
err_console, "Provide at least one of --user-id, --agent-id, --app-id, --run-id."
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
|
||||
scope_parts = []
|
||||
if user_id:
|
||||
scope_parts.append(f"user={user_id}")
|
||||
if agent_id:
|
||||
scope_parts.append(f"agent={agent_id}")
|
||||
if app_id:
|
||||
scope_parts.append(f"app={app_id}")
|
||||
if run_id:
|
||||
scope_parts.append(f"run={run_id}")
|
||||
scope_str = ", ".join(scope_parts)
|
||||
|
||||
if dry_run:
|
||||
print_info(console, f"Would delete entity {scope_str} and all its memories.")
|
||||
print_info(console, "No changes made (dry run).")
|
||||
return
|
||||
|
||||
if not force:
|
||||
confirm = typer.confirm(
|
||||
f"\n \u26a0 Delete entity {scope_str} AND all its memories? This cannot be undone."
|
||||
)
|
||||
if not confirm:
|
||||
print_info(console, "Cancelled.")
|
||||
raise typer.Exit(0)
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Deleting entity...") as _ts:
|
||||
try:
|
||||
result = backend.delete_entities(
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="entity delete",
|
||||
data={"deleted": True},
|
||||
scope=scope or None,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
print_success(console, f"Entity deleted with all memories ({_elapsed:.2f}s)")
|
||||
@@ -0,0 +1,176 @@
|
||||
"""Event commands: list and status."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import typer
|
||||
from rich.console import Console
|
||||
from rich.panel import Panel
|
||||
from rich.table import Table
|
||||
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.branding import (
|
||||
ACCENT_COLOR,
|
||||
BRAND_COLOR,
|
||||
DIM_COLOR,
|
||||
ERROR_COLOR,
|
||||
SUCCESS_COLOR,
|
||||
WARNING_COLOR,
|
||||
print_info,
|
||||
timed_status,
|
||||
)
|
||||
from mem0_cli.output import format_agent_envelope, format_json
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
|
||||
_STATUS_STYLE = {
|
||||
"SUCCEEDED": f"[{SUCCESS_COLOR}]SUCCEEDED[/]",
|
||||
"PENDING": f"[{ACCENT_COLOR}]PENDING[/]",
|
||||
"FAILED": f"[{ERROR_COLOR}]FAILED[/]",
|
||||
"PROCESSING": f"[{WARNING_COLOR}]PROCESSING[/]",
|
||||
}
|
||||
|
||||
|
||||
def _status_styled(status: str) -> str:
|
||||
return _STATUS_STYLE.get(status.upper(), status)
|
||||
|
||||
|
||||
def cmd_event_list(backend: Backend, *, output: str = "table") -> None:
|
||||
"""List recent background events."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("event list")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
import time as _time
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Fetching events...") as _ts:
|
||||
try:
|
||||
results = backend.list_events()
|
||||
except Exception as e:
|
||||
_ts.error_msg = str(e)
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="event list",
|
||||
data=results,
|
||||
count=len(results),
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
if output == "json":
|
||||
format_json(console, results)
|
||||
return
|
||||
|
||||
if not results:
|
||||
console.print()
|
||||
print_info(console, "No events found.")
|
||||
console.print()
|
||||
return
|
||||
|
||||
table = Table(
|
||||
border_style=BRAND_COLOR,
|
||||
header_style=f"bold {ACCENT_COLOR}",
|
||||
row_styles=["", "dim"],
|
||||
padding=(0, 1),
|
||||
)
|
||||
table.add_column("Event ID", style="dim", max_width=10, no_wrap=True)
|
||||
table.add_column("Type", max_width=14)
|
||||
table.add_column("Status", max_width=12)
|
||||
table.add_column("Latency", max_width=10, justify="right")
|
||||
table.add_column("Created", max_width=20)
|
||||
|
||||
for ev in results:
|
||||
ev_id = str(ev.get("id", ""))[:8]
|
||||
ev_type = str(ev.get("event_type", "—"))
|
||||
status = str(ev.get("status", "—"))
|
||||
latency = ev.get("latency")
|
||||
latency_str = f"{latency:.0f}ms" if isinstance(latency, (int, float)) else "—"
|
||||
created = str(ev.get("created_at", "—"))[:19].replace("T", " ")
|
||||
table.add_row(ev_id, ev_type, _status_styled(status), latency_str, created)
|
||||
|
||||
console.print()
|
||||
console.print(table)
|
||||
console.print(f" [{DIM_COLOR}]{len(results)} event{'s' if len(results) != 1 else ''}[/]")
|
||||
console.print()
|
||||
|
||||
|
||||
def cmd_event_status(backend: Backend, event_id: str, *, output: str = "text") -> None:
|
||||
"""Get the status of a specific background event."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("event status")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
import time as _time
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Fetching event...") as _ts:
|
||||
try:
|
||||
ev = backend.get_event(event_id)
|
||||
except Exception as e:
|
||||
_ts.error_msg = str(e)
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="event status",
|
||||
data=ev,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
if output == "json":
|
||||
format_json(console, ev)
|
||||
return
|
||||
|
||||
status = str(ev.get("status", "—"))
|
||||
ev_type = str(ev.get("event_type", "—"))
|
||||
latency = ev.get("latency")
|
||||
latency_str = f"{latency:.0f}ms" if isinstance(latency, (int, float)) else "—"
|
||||
created = str(ev.get("created_at", "—"))[:19].replace("T", " ")
|
||||
updated = str(ev.get("updated_at", "—"))[:19].replace("T", " ")
|
||||
results = ev.get("results")
|
||||
|
||||
lines = []
|
||||
lines.append(f" [{DIM_COLOR}]Event ID:[/] {event_id}")
|
||||
lines.append(f" [{DIM_COLOR}]Type:[/] {ev_type}")
|
||||
lines.append(f" [{DIM_COLOR}]Status:[/] {_status_styled(status)}")
|
||||
lines.append(f" [{DIM_COLOR}]Latency:[/] {latency_str}")
|
||||
lines.append(f" [{DIM_COLOR}]Created:[/] {created}")
|
||||
lines.append(f" [{DIM_COLOR}]Updated:[/] {updated}")
|
||||
|
||||
if results:
|
||||
lines.append("")
|
||||
lines.append(f" [{DIM_COLOR}]Results ({len(results)}):[/]")
|
||||
for r in results:
|
||||
mem_id = str(r.get("id", ""))[:8]
|
||||
data = r.get("data", {})
|
||||
memory = data.get("memory", "") if isinstance(data, dict) else str(data)
|
||||
ev_name = str(r.get("event", ""))
|
||||
user = str(r.get("user_id", ""))
|
||||
detail = f"{ev_name} {memory}"
|
||||
if user:
|
||||
detail += f" [{DIM_COLOR}](user_id={user})[/]"
|
||||
lines.append(f" [{SUCCESS_COLOR}]·[/] {detail} [{DIM_COLOR}]({mem_id})[/]")
|
||||
|
||||
content = "\n".join(lines)
|
||||
panel = Panel(
|
||||
content,
|
||||
title=f"[{BRAND_COLOR}]Event Status[/]",
|
||||
title_align="left",
|
||||
border_style=BRAND_COLOR,
|
||||
padding=(1, 1),
|
||||
)
|
||||
console.print()
|
||||
console.print(panel)
|
||||
console.print()
|
||||
@@ -0,0 +1,410 @@
|
||||
"""mem0 init — interactive setup wizard."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import os
|
||||
import re
|
||||
import sys
|
||||
|
||||
import httpx
|
||||
import typer
|
||||
from rich.console import Console
|
||||
from rich.prompt import Prompt
|
||||
|
||||
from mem0_cli.branding import (
|
||||
BRAND_COLOR,
|
||||
DIM_COLOR,
|
||||
print_banner,
|
||||
print_error,
|
||||
print_info,
|
||||
print_success,
|
||||
)
|
||||
from mem0_cli.config import CONFIG_FILE, DEFAULT_BASE_URL, Mem0Config, load_config, save_config
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
|
||||
|
||||
def _prompt_secret(label: str) -> str:
|
||||
"""Prompt for a secret value, echoing '*' for each character typed."""
|
||||
sys.stdout.write(label)
|
||||
sys.stdout.flush()
|
||||
|
||||
chars: list[str] = []
|
||||
|
||||
if sys.platform == "win32":
|
||||
import msvcrt
|
||||
|
||||
while True:
|
||||
ch = msvcrt.getwch()
|
||||
if ch in ("\r", "\n"):
|
||||
sys.stdout.write("\n")
|
||||
sys.stdout.flush()
|
||||
break
|
||||
if ch == "\x03":
|
||||
raise KeyboardInterrupt
|
||||
if ch in ("\x08", "\x7f"): # backspace
|
||||
if chars:
|
||||
chars.pop()
|
||||
sys.stdout.write("\b \b")
|
||||
sys.stdout.flush()
|
||||
else:
|
||||
chars.append(ch)
|
||||
sys.stdout.write("*")
|
||||
sys.stdout.flush()
|
||||
else:
|
||||
import termios
|
||||
import tty
|
||||
|
||||
fd = sys.stdin.fileno()
|
||||
old_settings = termios.tcgetattr(fd)
|
||||
try:
|
||||
tty.setraw(fd)
|
||||
while True:
|
||||
ch = sys.stdin.read(1)
|
||||
if ch in ("\r", "\n"):
|
||||
sys.stdout.write("\r\n")
|
||||
sys.stdout.flush()
|
||||
break
|
||||
if ch == "\x03":
|
||||
raise KeyboardInterrupt
|
||||
if ch in ("\x7f", "\x08"): # backspace/delete
|
||||
if chars:
|
||||
chars.pop()
|
||||
sys.stdout.write("\b \b")
|
||||
sys.stdout.flush()
|
||||
elif ch == "\x15": # Ctrl+U — clear line
|
||||
sys.stdout.write("\b \b" * len(chars))
|
||||
sys.stdout.flush()
|
||||
chars = []
|
||||
elif ch >= " ": # ignore other control characters
|
||||
chars.append(ch)
|
||||
sys.stdout.write("*")
|
||||
sys.stdout.flush()
|
||||
finally:
|
||||
termios.tcsetattr(fd, termios.TCSADRAIN, old_settings)
|
||||
|
||||
return "".join(chars)
|
||||
|
||||
|
||||
_EMAIL_RE = re.compile(r"^[^@\s]+@[^@\s]+\.[^@\s]+$")
|
||||
|
||||
|
||||
def _validate_email(email: str) -> None:
|
||||
"""Exit with an error if *email* doesn't look like a valid address."""
|
||||
if not _EMAIL_RE.match(email):
|
||||
print_error(err_console, f"Invalid email address: {email!r}")
|
||||
raise typer.Exit(1)
|
||||
|
||||
|
||||
def _email_login(
|
||||
email: str,
|
||||
code: str | None,
|
||||
base_url: str,
|
||||
) -> dict:
|
||||
"""Run the email verification code login flow.
|
||||
|
||||
Returns the parsed JSON response from the verify endpoint.
|
||||
The caller expects at minimum an ``api_key`` field.
|
||||
"""
|
||||
url = base_url.rstrip("/")
|
||||
_source_headers = {
|
||||
"X-Mem0-Source": "cli",
|
||||
"X-Mem0-Client-Language": "python",
|
||||
}
|
||||
|
||||
with httpx.Client(timeout=30.0) as client:
|
||||
# If code is already provided, skip sending — user already has a code
|
||||
if not code:
|
||||
# Step 1: Request verification code
|
||||
resp = client.post(
|
||||
f"{url}/api/v1/auth/email_code/",
|
||||
json={"email": email},
|
||||
headers=_source_headers,
|
||||
)
|
||||
if resp.status_code == 429:
|
||||
print_error(err_console, "Too many attempts. Try again in a few minutes.")
|
||||
raise typer.Exit(1)
|
||||
if resp.status_code != 200:
|
||||
try:
|
||||
detail = resp.json().get("error", resp.text)
|
||||
except Exception:
|
||||
detail = resp.text
|
||||
print_error(err_console, f"Failed to send code: {detail}")
|
||||
raise typer.Exit(1)
|
||||
|
||||
print_success(console, "Verification code sent! Check your email.")
|
||||
|
||||
# Step 2: Get code from user
|
||||
if not sys.stdin.isatty():
|
||||
print_error(
|
||||
err_console,
|
||||
"No --code provided and terminal is non-interactive.",
|
||||
hint="Run: mem0 init --email <email> --code <code>",
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
console.print()
|
||||
code = Prompt.ask(f" [{BRAND_COLOR}]Verification Code[/]")
|
||||
if not code:
|
||||
print_error(err_console, "Code is required.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
# Step 3: Verify code
|
||||
resp = client.post(
|
||||
f"{url}/api/v1/auth/email_code/verify/",
|
||||
json={"email": email, "code": code.strip()},
|
||||
headers=_source_headers,
|
||||
)
|
||||
if resp.status_code == 429:
|
||||
print_error(err_console, "Too many attempts. Try again in a few minutes.")
|
||||
raise typer.Exit(1)
|
||||
if resp.status_code != 200:
|
||||
try:
|
||||
detail = resp.json().get("error", resp.text)
|
||||
except Exception:
|
||||
detail = resp.text
|
||||
print_error(err_console, f"Verification failed: {detail}")
|
||||
raise typer.Exit(1)
|
||||
|
||||
return resp.json()
|
||||
|
||||
|
||||
def run_init(
|
||||
*,
|
||||
api_key: str | None = None,
|
||||
user_id: str | None = None,
|
||||
email: str | None = None,
|
||||
code: str | None = None,
|
||||
force: bool = False,
|
||||
) -> None:
|
||||
"""Interactive setup wizard for mem0 CLI.
|
||||
|
||||
When both *api_key* and *user_id* are supplied, all prompts are skipped
|
||||
(non-interactive mode). When running in a non-TTY without the required
|
||||
flags, an error message is printed.
|
||||
"""
|
||||
config = Mem0Config()
|
||||
|
||||
base_url = os.environ.get("MEM0_BASE_URL", config.platform.base_url or DEFAULT_BASE_URL)
|
||||
|
||||
if code and not email:
|
||||
print_error(err_console, "--code requires --email.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
# Warn if an existing config with an API key would be overwritten
|
||||
if not force and CONFIG_FILE.exists():
|
||||
existing = load_config()
|
||||
if existing.platform.api_key:
|
||||
from mem0_cli.config import redact_key
|
||||
|
||||
console.print(
|
||||
f"\n [{BRAND_COLOR}]Existing configuration found[/] "
|
||||
f"[{DIM_COLOR}](API key: {redact_key(existing.platform.api_key)})[/]"
|
||||
)
|
||||
if sys.stdin.isatty():
|
||||
confirm = typer.confirm(" Overwrite existing config? This cannot be undone.")
|
||||
if not confirm:
|
||||
print_info(console, "Cancelled. Use --force to skip this check.")
|
||||
raise typer.Exit(0)
|
||||
else:
|
||||
print_error(
|
||||
err_console,
|
||||
"Existing config would be overwritten.",
|
||||
hint="Use --force to overwrite.",
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
|
||||
# ── Email login flow ──────────────────────────────────────────────
|
||||
if email:
|
||||
if api_key:
|
||||
print_error(err_console, "Cannot use both --api-key and --email.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
email = email.strip().lower()
|
||||
_validate_email(email)
|
||||
|
||||
print_banner(console)
|
||||
console.print()
|
||||
print_info(console, f"Logging in as {email}...\n")
|
||||
|
||||
result = _email_login(email, code, base_url)
|
||||
|
||||
api_key_val = result.get("api_key")
|
||||
if not api_key_val:
|
||||
print_error(err_console, "Auth succeeded but no API key was returned. Contact support.")
|
||||
raise typer.Exit(1)
|
||||
config.platform.api_key = api_key_val
|
||||
config.platform.base_url = base_url
|
||||
config.platform.user_email = email
|
||||
config.defaults.user_id = (
|
||||
user_id or os.environ.get("USER") or os.environ.get("USERNAME") or "mem0-cli"
|
||||
)
|
||||
|
||||
save_config(config)
|
||||
|
||||
console.print()
|
||||
print_success(console, "Authenticated! Configuration saved to ~/.mem0/config.json")
|
||||
console.print()
|
||||
console.print(f" [{DIM_COLOR}]Get started:[/]")
|
||||
console.print(f' [{DIM_COLOR}] mem0 add "I prefer dark mode"[/]')
|
||||
console.print(f' [{DIM_COLOR}] mem0 search "preferences"[/]')
|
||||
console.print()
|
||||
return
|
||||
|
||||
# ── API key flow (existing) ───────────────────────────────────────
|
||||
|
||||
# Non-TTY: resolve defaults so partial flags work in pipelines / CI
|
||||
if not sys.stdin.isatty():
|
||||
if not api_key:
|
||||
print_error(
|
||||
err_console,
|
||||
"Non-interactive terminal detected and --api-key is required.",
|
||||
hint="Run: mem0 init --api-key <key> [--user-id <id>]",
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
user_id = user_id or os.environ.get("USER") or os.environ.get("USERNAME") or "mem0-cli"
|
||||
|
||||
# Fully non-interactive when both flags provided
|
||||
if api_key and user_id:
|
||||
config.platform.api_key = api_key
|
||||
config.defaults.user_id = user_id
|
||||
_validate_platform(config)
|
||||
save_config(config)
|
||||
print_success(console, "Configuration saved to ~/.mem0/config.json")
|
||||
return
|
||||
|
||||
print_banner(console)
|
||||
console.print()
|
||||
print_info(console, "Welcome! Let's set up your mem0 CLI.\n")
|
||||
|
||||
# If no flags at all, ask user how they want to authenticate
|
||||
if not api_key:
|
||||
console.print(f" [{BRAND_COLOR}]How would you like to authenticate?[/]")
|
||||
console.print(f" [{DIM_COLOR}]1.[/] Login with email [{DIM_COLOR}](recommended)[/]")
|
||||
console.print(f" [{DIM_COLOR}]2.[/] Enter API key manually")
|
||||
console.print()
|
||||
choice = Prompt.ask(f" [{BRAND_COLOR}]Choose[/]", choices=["1", "2"], default="1")
|
||||
|
||||
if choice == "1":
|
||||
console.print()
|
||||
email_addr = Prompt.ask(f" [{BRAND_COLOR}]Email[/]")
|
||||
if not email_addr:
|
||||
print_error(err_console, "Email is required.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
email_addr = email_addr.strip().lower()
|
||||
_validate_email(email_addr)
|
||||
print_info(console, f"Logging in as {email_addr}...\n")
|
||||
|
||||
result = _email_login(email_addr, None, base_url)
|
||||
|
||||
api_key_val = result.get("api_key")
|
||||
if not api_key_val:
|
||||
print_error(
|
||||
err_console, "Auth succeeded but no API key was returned. Contact support."
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
config.platform.api_key = api_key_val
|
||||
config.platform.base_url = base_url
|
||||
config.platform.user_email = email_addr
|
||||
config.defaults.user_id = (
|
||||
user_id or os.environ.get("USER") or os.environ.get("USERNAME") or "mem0-cli"
|
||||
)
|
||||
|
||||
save_config(config)
|
||||
|
||||
console.print()
|
||||
print_success(console, "Authenticated! Configuration saved to ~/.mem0/config.json")
|
||||
console.print()
|
||||
console.print(f" [{DIM_COLOR}]Get started:[/]")
|
||||
console.print(f' [{DIM_COLOR}] mem0 add "I prefer dark mode"[/]')
|
||||
console.print(f' [{DIM_COLOR}] mem0 search "preferences"[/]')
|
||||
console.print()
|
||||
return
|
||||
|
||||
# API key flow
|
||||
if api_key:
|
||||
config.platform.api_key = api_key
|
||||
else:
|
||||
_setup_platform(config)
|
||||
|
||||
if user_id:
|
||||
config.defaults.user_id = user_id
|
||||
else:
|
||||
_setup_defaults(config)
|
||||
|
||||
_validate_platform(config)
|
||||
|
||||
save_config(config)
|
||||
console.print()
|
||||
print_success(console, "Configuration saved to ~/.mem0/config.json")
|
||||
console.print()
|
||||
console.print(f" [{DIM_COLOR}]Get started:[/]")
|
||||
if config.defaults.user_id:
|
||||
console.print(f' [{DIM_COLOR}] mem0 add "I prefer dark mode"[/]')
|
||||
console.print(f' [{DIM_COLOR}] mem0 search "preferences"[/]')
|
||||
else:
|
||||
console.print(f' [{DIM_COLOR}] mem0 add "I prefer dark mode" --user-id alice[/]')
|
||||
console.print(f' [{DIM_COLOR}] mem0 search "preferences" --user-id alice[/]')
|
||||
console.print()
|
||||
|
||||
|
||||
def _setup_platform(config: Mem0Config) -> None:
|
||||
"""Platform setup flow."""
|
||||
console.print()
|
||||
console.print(f" [{DIM_COLOR}]Get your API key at https://app.mem0.ai/dashboard/api-keys[/]")
|
||||
console.print()
|
||||
|
||||
console.print(f" [{BRAND_COLOR}]API Key[/]: ", end="")
|
||||
api_key = _prompt_secret("")
|
||||
if not api_key:
|
||||
print_error(err_console, "API key is required.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
config.platform.api_key = api_key
|
||||
|
||||
|
||||
def _setup_defaults(config: Mem0Config) -> None:
|
||||
"""Collect default entity IDs."""
|
||||
console.print()
|
||||
print_info(console, "Set default entity IDs (press Enter to skip).\n")
|
||||
|
||||
_default_user = os.environ.get("USER") or os.environ.get("USERNAME") or "mem0-cli"
|
||||
user_id = Prompt.ask(
|
||||
f" [{BRAND_COLOR}]Default User ID[/] [{DIM_COLOR}](recommended)[/]",
|
||||
default=_default_user,
|
||||
)
|
||||
if user_id:
|
||||
config.defaults.user_id = user_id
|
||||
|
||||
|
||||
def _validate_platform(config: Mem0Config) -> None:
|
||||
"""Validate platform connection after all inputs are collected."""
|
||||
console.print()
|
||||
print_info(console, "Validating connection...")
|
||||
try:
|
||||
from mem0_cli.backend.platform import PlatformBackend
|
||||
|
||||
backend = PlatformBackend(config.platform)
|
||||
status = backend.status(
|
||||
user_id=config.defaults.user_id or None,
|
||||
agent_id=config.defaults.agent_id or None,
|
||||
)
|
||||
if status.get("connected"):
|
||||
print_success(console, "Connected to mem0 Platform!")
|
||||
# Cache user_email from ping response for telemetry distinct_id
|
||||
try:
|
||||
ping_data = backend.ping()
|
||||
user_email = ping_data.get("user_email") if isinstance(ping_data, dict) else None
|
||||
if user_email:
|
||||
config.platform.user_email = user_email
|
||||
except Exception:
|
||||
pass
|
||||
else:
|
||||
print_error(
|
||||
err_console,
|
||||
f"Could not connect: {status.get('error', 'Unknown error')}",
|
||||
hint="Visit https://app.mem0.ai/dashboard/api-keys to get a new key, then run mem0 init again.",
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, f"Connection test failed: {e}")
|
||||
@@ -0,0 +1,677 @@
|
||||
"""Memory CRUD commands: add, search, get, list, update, delete."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import stat as _stat_mod
|
||||
import sys
|
||||
import time as _time
|
||||
from pathlib import Path
|
||||
|
||||
import typer
|
||||
from rich.console import Console
|
||||
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.branding import (
|
||||
print_error,
|
||||
print_info,
|
||||
print_scope,
|
||||
print_success,
|
||||
timed_status,
|
||||
)
|
||||
from mem0_cli.output import (
|
||||
format_add_result,
|
||||
format_agent_envelope,
|
||||
format_json,
|
||||
format_memories_table,
|
||||
format_memories_text,
|
||||
format_single_memory,
|
||||
print_result_summary,
|
||||
)
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
|
||||
|
||||
def _stdin_is_piped() -> bool:
|
||||
"""Return True only when stdin is an actual pipe or file redirect."""
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
if is_agent_mode():
|
||||
return False
|
||||
try:
|
||||
mode = os.fstat(sys.stdin.fileno()).st_mode
|
||||
return _stat_mod.S_ISFIFO(mode) or _stat_mod.S_ISREG(mode)
|
||||
except Exception:
|
||||
return False
|
||||
|
||||
|
||||
def cmd_add(
|
||||
backend: Backend,
|
||||
text: str | None,
|
||||
*,
|
||||
user_id: str | None,
|
||||
agent_id: str | None,
|
||||
app_id: str | None,
|
||||
run_id: str | None,
|
||||
messages: str | None,
|
||||
file: Path | None,
|
||||
metadata: str | None,
|
||||
immutable: bool,
|
||||
no_infer: bool,
|
||||
expires: str | None,
|
||||
categories: str | None,
|
||||
enable_graph: bool = False,
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Add a memory."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("add")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
msgs = None
|
||||
content = text
|
||||
|
||||
# Read from file
|
||||
if file:
|
||||
try:
|
||||
raw = Path(file).read_text()
|
||||
msgs = json.loads(raw)
|
||||
except (FileNotFoundError, json.JSONDecodeError) as e:
|
||||
print_error(err_console, f"Failed to read file: {e}")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
# Parse messages JSON
|
||||
elif messages:
|
||||
try:
|
||||
msgs = json.loads(messages)
|
||||
except json.JSONDecodeError as e:
|
||||
print_error(err_console, f"Invalid JSON in --messages: {e}")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
# Read from stdin only if stdin is an actual pipe or file redirect
|
||||
elif not content and _stdin_is_piped():
|
||||
content = sys.stdin.read().strip()
|
||||
|
||||
if not content and not msgs:
|
||||
print_error(
|
||||
err_console, "No content provided. Pass text, --messages, --file, or pipe via stdin."
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
|
||||
meta = None
|
||||
if metadata:
|
||||
try:
|
||||
meta = json.loads(metadata)
|
||||
except json.JSONDecodeError:
|
||||
print_error(err_console, "Invalid JSON in --metadata.")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
cats = None
|
||||
if categories:
|
||||
try:
|
||||
cats = json.loads(categories)
|
||||
except json.JSONDecodeError:
|
||||
cats = [c.strip() for c in categories.split(",")]
|
||||
|
||||
# Validate --expires
|
||||
if expires:
|
||||
import re
|
||||
|
||||
if not re.match(r"^\d{4}-\d{2}-\d{2}$", expires):
|
||||
print_error(
|
||||
err_console, "Invalid date format for --expires. Use YYYY-MM-DD (e.g. 2025-12-31)."
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
from datetime import date
|
||||
|
||||
if date.fromisoformat(expires) <= date.today():
|
||||
print_error(err_console, "--expires date must be in the future.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
with timed_status(err_console, "Adding memory...") as ts:
|
||||
try:
|
||||
result = backend.add(
|
||||
content=content,
|
||||
messages=msgs,
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
metadata=meta,
|
||||
immutable=immutable,
|
||||
infer=not no_infer,
|
||||
expires=expires,
|
||||
categories=cats,
|
||||
enable_graph=enable_graph,
|
||||
)
|
||||
except Exception as e:
|
||||
ts.error_msg = str(e)
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
if output == "quiet":
|
||||
return
|
||||
|
||||
# Deduplicate PENDING entries sharing the same event_id across all output modes
|
||||
results_list = result if isinstance(result, list) else result.get("results", [result])
|
||||
seen_events: set[str] = set()
|
||||
deduped: list[dict] = []
|
||||
for r in results_list:
|
||||
if r.get("status") == "PENDING":
|
||||
eid = r.get("event_id", "")
|
||||
if eid and eid in seen_events:
|
||||
continue
|
||||
if eid:
|
||||
seen_events.add(eid)
|
||||
deduped.append(r)
|
||||
# Write back so downstream formatters see deduplicated data
|
||||
if isinstance(result, dict) and "results" in result:
|
||||
result = {**result, "results": deduped}
|
||||
else:
|
||||
result = deduped
|
||||
|
||||
if output == "agent":
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="add",
|
||||
data=deduped,
|
||||
scope=scope or None,
|
||||
count=len(deduped),
|
||||
)
|
||||
return
|
||||
|
||||
if output == "json":
|
||||
format_add_result(console, result, output)
|
||||
return
|
||||
|
||||
console.print()
|
||||
print_scope(console, user_id=user_id, agent_id=agent_id, app_id=app_id, run_id=run_id)
|
||||
count = len(deduped)
|
||||
all_pending = count > 0 and all(r.get("status") == "PENDING" for r in deduped)
|
||||
if all_pending:
|
||||
print_success(
|
||||
console,
|
||||
f"Memory queued — {count} event{'s' if count != 1 else ''} pending",
|
||||
)
|
||||
else:
|
||||
print_success(
|
||||
console, f"Memory processed — {count} memor{'y' if count == 1 else 'ies'} extracted"
|
||||
)
|
||||
format_add_result(console, result, output)
|
||||
|
||||
|
||||
def cmd_search(
|
||||
backend: Backend,
|
||||
query: str,
|
||||
*,
|
||||
user_id: str | None,
|
||||
agent_id: str | None,
|
||||
app_id: str | None,
|
||||
run_id: str | None,
|
||||
top_k: int,
|
||||
threshold: float,
|
||||
rerank: bool,
|
||||
keyword: bool,
|
||||
filter_json: str | None,
|
||||
fields: str | None,
|
||||
enable_graph: bool = False,
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Search memories."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("search")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
filters = None
|
||||
if filter_json:
|
||||
try:
|
||||
filters = json.loads(filter_json)
|
||||
except json.JSONDecodeError:
|
||||
print_error(err_console, "Invalid JSON in --filter.")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
field_list = None
|
||||
if fields:
|
||||
field_list = [f.strip() for f in fields.split(",")]
|
||||
|
||||
if top_k < 1:
|
||||
print_error(err_console, "--top-k must be >= 1.")
|
||||
raise typer.Exit(1)
|
||||
if not (0.0 <= threshold <= 1.0):
|
||||
print_error(err_console, "--threshold must be between 0.0 and 1.0.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Searching memories...") as _ts:
|
||||
try:
|
||||
results = backend.search(
|
||||
query,
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
top_k=top_k,
|
||||
threshold=threshold,
|
||||
rerank=rerank,
|
||||
keyword=keyword,
|
||||
filters=filters,
|
||||
fields=field_list,
|
||||
enable_graph=enable_graph,
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "quiet":
|
||||
return
|
||||
|
||||
if output == "agent":
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="search",
|
||||
data=results,
|
||||
scope=scope or None,
|
||||
count=len(results),
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
if output == "json":
|
||||
format_json(console, results)
|
||||
elif output == "table":
|
||||
if results:
|
||||
format_memories_table(console, results, show_score=True)
|
||||
print_result_summary(
|
||||
console, len(results), duration_secs=_elapsed, user_id=user_id, agent_id=agent_id
|
||||
)
|
||||
else:
|
||||
console.print()
|
||||
print_info(console, "No memories found matching your query.")
|
||||
console.print()
|
||||
else:
|
||||
if results:
|
||||
format_memories_text(console, results)
|
||||
print_result_summary(
|
||||
console, len(results), duration_secs=_elapsed, user_id=user_id, agent_id=agent_id
|
||||
)
|
||||
else:
|
||||
console.print()
|
||||
print_info(console, "No memories found matching your query.")
|
||||
console.print()
|
||||
|
||||
|
||||
def cmd_get(backend: Backend, memory_id: str, *, output: str) -> None:
|
||||
"""Get a specific memory by ID."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("get")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
with timed_status(err_console, "Fetching memory...") as _ts:
|
||||
try:
|
||||
result = backend.get(memory_id)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(console, command="get", data=result)
|
||||
else:
|
||||
format_single_memory(console, result, output)
|
||||
|
||||
|
||||
def cmd_list(
|
||||
backend: Backend,
|
||||
*,
|
||||
user_id: str | None,
|
||||
agent_id: str | None,
|
||||
app_id: str | None,
|
||||
run_id: str | None,
|
||||
page: int,
|
||||
page_size: int,
|
||||
category: str | None,
|
||||
after: str | None,
|
||||
before: str | None,
|
||||
enable_graph: bool = False,
|
||||
output: str = "table",
|
||||
) -> None:
|
||||
"""List memories."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("list")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
if page_size < 1:
|
||||
print_error(err_console, "--page-size must be >= 1.")
|
||||
raise typer.Exit(1)
|
||||
if page < 1:
|
||||
print_error(err_console, "--page must be >= 1.")
|
||||
raise typer.Exit(1)
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Listing memories...") as _ts:
|
||||
try:
|
||||
results = backend.list_memories(
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
page=page,
|
||||
page_size=page_size,
|
||||
category=category,
|
||||
after=after,
|
||||
before=before,
|
||||
enable_graph=enable_graph,
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "quiet":
|
||||
return
|
||||
|
||||
if output in ("json", "agent"):
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="list",
|
||||
data=results,
|
||||
scope=scope or None,
|
||||
count=len(results),
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "table":
|
||||
if results:
|
||||
format_memories_table(console, results)
|
||||
print_result_summary(
|
||||
console,
|
||||
len(results),
|
||||
duration_secs=_elapsed,
|
||||
page=page,
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
)
|
||||
else:
|
||||
console.print()
|
||||
print_info(console, "No memories found.")
|
||||
console.print()
|
||||
else:
|
||||
if results:
|
||||
format_memories_text(console, results, title="memories")
|
||||
print_result_summary(
|
||||
console,
|
||||
len(results),
|
||||
duration_secs=_elapsed,
|
||||
page=page,
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
)
|
||||
else:
|
||||
console.print()
|
||||
print_info(console, "No memories found.")
|
||||
console.print()
|
||||
|
||||
|
||||
def cmd_update(
|
||||
backend: Backend,
|
||||
memory_id: str,
|
||||
text: str | None,
|
||||
*,
|
||||
metadata: str | None,
|
||||
output: str,
|
||||
) -> None:
|
||||
"""Update a memory."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("update")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
meta = None
|
||||
if metadata:
|
||||
try:
|
||||
meta = json.loads(metadata)
|
||||
except json.JSONDecodeError:
|
||||
print_error(err_console, "Invalid JSON in --metadata.")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Updating memory...") as _ts:
|
||||
try:
|
||||
result = backend.update(memory_id, content=text, metadata=meta)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="update",
|
||||
data=result,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
print_success(console, f"Memory {memory_id[:8]} updated ({_elapsed:.2f}s)")
|
||||
|
||||
|
||||
def cmd_delete(
|
||||
backend: Backend,
|
||||
memory_id: str,
|
||||
*,
|
||||
dry_run: bool = False,
|
||||
force: bool = False,
|
||||
output: str,
|
||||
) -> None:
|
||||
"""Delete a single memory by ID."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("delete")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
if dry_run:
|
||||
# Fetch and display what would be deleted
|
||||
try:
|
||||
mem = backend.get(memory_id)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
format_single_memory(console, mem, output)
|
||||
print_info(console, "No changes made (dry run).")
|
||||
return
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Deleting...") as _ts:
|
||||
try:
|
||||
result = backend.delete(memory_id=memory_id)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="delete",
|
||||
data={"id": memory_id, "deleted": True},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
print_success(console, f"Memory {memory_id[:8]} deleted ({_elapsed:.2f}s)")
|
||||
|
||||
|
||||
def cmd_delete_all(
|
||||
backend: Backend,
|
||||
*,
|
||||
force: bool,
|
||||
dry_run: bool = False,
|
||||
all_: bool = False,
|
||||
user_id: str | None,
|
||||
agent_id: str | None,
|
||||
app_id: str | None,
|
||||
run_id: str | None,
|
||||
output: str,
|
||||
) -> None:
|
||||
"""Delete all memories matching a scope."""
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("delete-all")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
if not force:
|
||||
print_error(err_console, "Destructive operation requires --force in agent mode.")
|
||||
raise typer.Exit(1)
|
||||
if all_:
|
||||
# Project-wide wipe using wildcard entity IDs
|
||||
# Note: --dry-run is ignored here because the API has no count-before-delete endpoint.
|
||||
|
||||
if not force:
|
||||
confirm = typer.confirm(
|
||||
"\n ⚠ Delete ALL memories across the ENTIRE project? This cannot be undone."
|
||||
)
|
||||
if not confirm:
|
||||
print_info(console, "Cancelled.")
|
||||
raise typer.Exit(0)
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Deleting all memories project-wide...") as _ts:
|
||||
try:
|
||||
result = backend.delete(
|
||||
all=True,
|
||||
user_id="*",
|
||||
agent_id="*",
|
||||
app_id="*",
|
||||
run_id="*",
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="delete-all",
|
||||
data={"deleted": True, "scope": "project"},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
if isinstance(result, dict) and "message" in result:
|
||||
print_info(console, "Deletion started. Memories will be removed in the background.")
|
||||
else:
|
||||
print_success(console, f"All project memories deleted ({_elapsed:.2f}s)")
|
||||
return
|
||||
|
||||
if dry_run:
|
||||
# List matching memories and show count
|
||||
try:
|
||||
results = backend.list_memories(
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
count = len(results)
|
||||
print_info(console, f"Would delete {count} memor{'y' if count == 1 else 'ies'}.")
|
||||
print_info(console, "No changes made (dry run).")
|
||||
return
|
||||
|
||||
if not force:
|
||||
scope_parts = []
|
||||
if user_id:
|
||||
scope_parts.append(f"user={user_id}")
|
||||
if agent_id:
|
||||
scope_parts.append(f"agent={agent_id}")
|
||||
if app_id:
|
||||
scope_parts.append(f"app={app_id}")
|
||||
if run_id:
|
||||
scope_parts.append(f"run={run_id}")
|
||||
scope = ", ".join(scope_parts) if scope_parts else "ALL entities"
|
||||
|
||||
confirm = typer.confirm(f"\n ⚠ Delete ALL memories for {scope}? This cannot be undone.")
|
||||
if not confirm:
|
||||
print_info(console, "Cancelled.")
|
||||
raise typer.Exit(0)
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Deleting all memories...") as _ts:
|
||||
try:
|
||||
result = backend.delete(
|
||||
all=True,
|
||||
user_id=user_id,
|
||||
agent_id=agent_id,
|
||||
app_id=app_id,
|
||||
run_id=run_id,
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="delete-all",
|
||||
data={"deleted": True},
|
||||
scope=scope or None,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
if isinstance(result, dict) and "message" in result:
|
||||
print_info(console, "Deletion started. Memories will be removed in the background.")
|
||||
else:
|
||||
print_success(console, f"All matching memories deleted ({_elapsed:.2f}s)")
|
||||
@@ -0,0 +1,162 @@
|
||||
"""Utility commands: status, version, import."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import time as _time
|
||||
from pathlib import Path
|
||||
|
||||
import typer
|
||||
from rich.console import Console
|
||||
from rich.panel import Panel
|
||||
from rich.progress import track
|
||||
|
||||
from mem0_cli import __version__
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.branding import (
|
||||
BRAND_COLOR,
|
||||
DIM_COLOR,
|
||||
ERROR_COLOR,
|
||||
SUCCESS_COLOR,
|
||||
print_error,
|
||||
print_success,
|
||||
timed_status,
|
||||
)
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
|
||||
|
||||
def cmd_status(
|
||||
backend: Backend,
|
||||
*,
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Check connectivity and auth."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("status")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Checking connection...") as _ts:
|
||||
result = backend.status(user_id=user_id, agent_id=agent_id)
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output in ("json", "agent"):
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="status",
|
||||
data={
|
||||
"connected": result.get("connected", False),
|
||||
"backend": result.get("backend", "?"),
|
||||
"base_url": result.get("base_url", ""),
|
||||
},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
lines = []
|
||||
if result.get("connected"):
|
||||
lines.append(f" [{SUCCESS_COLOR}]●[/] Connected")
|
||||
else:
|
||||
lines.append(f" [{ERROR_COLOR}]●[/] Disconnected")
|
||||
|
||||
lines.append(f" [{DIM_COLOR}]Backend:[/] {result.get('backend', '?')}")
|
||||
if result.get("base_url"):
|
||||
lines.append(f" [{DIM_COLOR}]API URL:[/] {result['base_url']}")
|
||||
if result.get("error"):
|
||||
lines.append(f" [{ERROR_COLOR}]Error:[/] {result['error']}")
|
||||
if "Authentication failed" in str(result["error"]):
|
||||
lines.append("")
|
||||
lines.append(
|
||||
f" [{DIM_COLOR}]Run [bold]mem0 init[/bold] to reconfigure your API key[/]"
|
||||
)
|
||||
lines.append(
|
||||
f" [{DIM_COLOR}]Get a key at [bold]https://app.mem0.ai/dashboard/api-keys[/bold][/]"
|
||||
)
|
||||
lines.append(f" [{DIM_COLOR}]Latency:[/] {_elapsed:.2f}s")
|
||||
|
||||
content = "\n".join(lines)
|
||||
panel = Panel(
|
||||
content,
|
||||
title=f"[{BRAND_COLOR}]Connection Status[/]",
|
||||
title_align="left",
|
||||
border_style=BRAND_COLOR,
|
||||
padding=(1, 1),
|
||||
)
|
||||
console.print()
|
||||
console.print(panel)
|
||||
console.print()
|
||||
|
||||
|
||||
def cmd_version() -> None:
|
||||
"""Show version."""
|
||||
console.print(f" [{BRAND_COLOR}]◆ Mem0[/] CLI v{__version__}")
|
||||
|
||||
|
||||
def cmd_import(
|
||||
backend: Backend,
|
||||
file_path: str,
|
||||
*,
|
||||
user_id: str | None,
|
||||
agent_id: str | None,
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Import memories from a JSON file."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("import")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
|
||||
try:
|
||||
data = json.loads(Path(file_path).read_text())
|
||||
except (FileNotFoundError, json.JSONDecodeError) as e:
|
||||
print_error(err_console, f"Failed to read file: {e}")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
if not isinstance(data, list):
|
||||
data = [data]
|
||||
|
||||
added = 0
|
||||
failed = 0
|
||||
_start = _time.perf_counter()
|
||||
for item in track(
|
||||
data, description=f"[{DIM_COLOR}]Importing memories...[/]", console=err_console
|
||||
):
|
||||
content = item.get("memory", item.get("text", item.get("content", "")))
|
||||
if not content:
|
||||
failed += 1
|
||||
continue
|
||||
try:
|
||||
backend.add(
|
||||
content=content,
|
||||
user_id=user_id or item.get("user_id"),
|
||||
agent_id=agent_id or item.get("agent_id"),
|
||||
metadata=item.get("metadata"),
|
||||
)
|
||||
added += 1
|
||||
except Exception:
|
||||
failed += 1
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output in ("json", "agent"):
|
||||
scope = {k: v for k, v in {"user_id": user_id, "agent_id": agent_id}.items() if v}
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="import",
|
||||
data={"added": added, "failed": failed},
|
||||
scope=scope or None,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
print_success(err_console, f"Imported {added} memories ({_elapsed:.2f}s)")
|
||||
if failed:
|
||||
print_error(err_console, f"{failed} memories failed to import.")
|
||||
@@ -0,0 +1,193 @@
|
||||
"""Configuration management for mem0 CLI.
|
||||
|
||||
Config precedence (highest to lowest):
|
||||
1. CLI flags (--api-key, --base-url, etc.)
|
||||
2. Environment variables (MEM0_API_KEY, etc.)
|
||||
3. Config file (~/.mem0/config.json)
|
||||
4. Defaults
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import stat
|
||||
from dataclasses import dataclass, field
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
CONFIG_DIR = Path.home() / ".mem0"
|
||||
CONFIG_FILE = CONFIG_DIR / "config.json"
|
||||
|
||||
DEFAULT_BASE_URL = "https://api.mem0.ai"
|
||||
CONFIG_VERSION = 1
|
||||
|
||||
|
||||
@dataclass
|
||||
class PlatformConfig:
|
||||
api_key: str = ""
|
||||
base_url: str = DEFAULT_BASE_URL
|
||||
user_email: str = ""
|
||||
|
||||
|
||||
@dataclass
|
||||
class DefaultsConfig:
|
||||
user_id: str = ""
|
||||
agent_id: str = ""
|
||||
app_id: str = ""
|
||||
run_id: str = ""
|
||||
enable_graph: bool = False
|
||||
|
||||
|
||||
@dataclass
|
||||
class Mem0Config:
|
||||
version: int = CONFIG_VERSION
|
||||
defaults: DefaultsConfig = field(default_factory=DefaultsConfig)
|
||||
platform: PlatformConfig = field(default_factory=PlatformConfig)
|
||||
|
||||
|
||||
SHORT_KEY_ALIASES: dict[str, str] = {
|
||||
"api_key": "platform.api_key",
|
||||
"base_url": "platform.base_url",
|
||||
"user_email": "platform.user_email",
|
||||
"user_id": "defaults.user_id",
|
||||
"agent_id": "defaults.agent_id",
|
||||
"app_id": "defaults.app_id",
|
||||
"run_id": "defaults.run_id",
|
||||
"enable_graph": "defaults.enable_graph",
|
||||
}
|
||||
|
||||
|
||||
def ensure_config_dir() -> Path:
|
||||
"""Create ~/.mem0 directory with secure permissions if it doesn't exist."""
|
||||
CONFIG_DIR.mkdir(parents=True, exist_ok=True)
|
||||
os.chmod(CONFIG_DIR, stat.S_IRWXU) # 0700
|
||||
return CONFIG_DIR
|
||||
|
||||
|
||||
def load_config() -> Mem0Config:
|
||||
"""Load config from file, applying env var overrides."""
|
||||
config = Mem0Config()
|
||||
|
||||
if CONFIG_FILE.exists():
|
||||
with open(CONFIG_FILE) as f:
|
||||
data = json.load(f)
|
||||
|
||||
config.version = data.get("version", CONFIG_VERSION)
|
||||
|
||||
plat = data.get("platform", {})
|
||||
config.platform.api_key = plat.get("api_key", "")
|
||||
config.platform.base_url = plat.get("base_url", DEFAULT_BASE_URL)
|
||||
config.platform.user_email = plat.get("user_email", "")
|
||||
|
||||
defaults = data.get("defaults", {})
|
||||
config.defaults.user_id = defaults.get("user_id", "")
|
||||
config.defaults.agent_id = defaults.get("agent_id", "")
|
||||
config.defaults.app_id = defaults.get("app_id", "")
|
||||
config.defaults.run_id = defaults.get("run_id", "")
|
||||
config.defaults.enable_graph = defaults.get("enable_graph", False)
|
||||
|
||||
# Environment variable overrides
|
||||
env_key = os.environ.get("MEM0_API_KEY")
|
||||
if env_key:
|
||||
config.platform.api_key = env_key
|
||||
|
||||
env_base = os.environ.get("MEM0_BASE_URL")
|
||||
if env_base:
|
||||
config.platform.base_url = env_base
|
||||
|
||||
env_user_id = os.environ.get("MEM0_USER_ID")
|
||||
if env_user_id:
|
||||
config.defaults.user_id = env_user_id
|
||||
|
||||
env_agent_id = os.environ.get("MEM0_AGENT_ID")
|
||||
if env_agent_id:
|
||||
config.defaults.agent_id = env_agent_id
|
||||
|
||||
env_app_id = os.environ.get("MEM0_APP_ID")
|
||||
if env_app_id:
|
||||
config.defaults.app_id = env_app_id
|
||||
|
||||
env_run_id = os.environ.get("MEM0_RUN_ID")
|
||||
if env_run_id:
|
||||
config.defaults.run_id = env_run_id
|
||||
|
||||
env_graph = os.environ.get("MEM0_ENABLE_GRAPH")
|
||||
if env_graph:
|
||||
config.defaults.enable_graph = env_graph.lower() in ("true", "1", "yes")
|
||||
|
||||
return config
|
||||
|
||||
|
||||
def save_config(config: Mem0Config) -> None:
|
||||
"""Write config to disk with secure permissions."""
|
||||
ensure_config_dir()
|
||||
|
||||
data: dict[str, Any] = {
|
||||
"version": config.version,
|
||||
"defaults": {
|
||||
"user_id": config.defaults.user_id,
|
||||
"agent_id": config.defaults.agent_id,
|
||||
"app_id": config.defaults.app_id,
|
||||
"run_id": config.defaults.run_id,
|
||||
"enable_graph": config.defaults.enable_graph,
|
||||
},
|
||||
"platform": {
|
||||
"api_key": config.platform.api_key,
|
||||
"base_url": config.platform.base_url,
|
||||
"user_email": config.platform.user_email,
|
||||
},
|
||||
}
|
||||
|
||||
with open(CONFIG_FILE, "w") as f:
|
||||
json.dump(data, f, indent=2)
|
||||
|
||||
os.chmod(CONFIG_FILE, stat.S_IRUSR | stat.S_IWUSR) # 0600
|
||||
|
||||
|
||||
def redact_key(key: str) -> str:
|
||||
"""Redact an API key for display: m0-xxx...xxx"""
|
||||
if not key:
|
||||
return "(not set)"
|
||||
if len(key) <= 8:
|
||||
return key[:2] + "***"
|
||||
return key[:4] + "..." + key[-4:]
|
||||
|
||||
|
||||
def get_nested_value(config: Mem0Config, dotted_key: str) -> Any:
|
||||
"""Get a config value by dotted path, e.g. 'platform.api_key' or short form 'api_key'."""
|
||||
dotted_key = SHORT_KEY_ALIASES.get(dotted_key, dotted_key)
|
||||
parts = dotted_key.split(".")
|
||||
obj: Any = config
|
||||
for part in parts:
|
||||
if hasattr(obj, part):
|
||||
obj = getattr(obj, part)
|
||||
else:
|
||||
return None
|
||||
return obj
|
||||
|
||||
|
||||
def set_nested_value(config: Mem0Config, dotted_key: str, value: str) -> bool:
|
||||
"""Set a config value by dotted path. Returns True on success."""
|
||||
dotted_key = SHORT_KEY_ALIASES.get(dotted_key, dotted_key)
|
||||
parts = dotted_key.split(".")
|
||||
obj: Any = config
|
||||
for part in parts[:-1]:
|
||||
if hasattr(obj, part):
|
||||
obj = getattr(obj, part)
|
||||
else:
|
||||
return False
|
||||
|
||||
final_key = parts[-1]
|
||||
if not hasattr(obj, final_key):
|
||||
return False
|
||||
|
||||
current = getattr(obj, final_key)
|
||||
# Type coercion
|
||||
if isinstance(current, bool):
|
||||
value = value.lower() in ("true", "1", "yes") # type: ignore[assignment]
|
||||
elif isinstance(current, int):
|
||||
value = int(value) # type: ignore[assignment]
|
||||
|
||||
setattr(obj, final_key, value)
|
||||
return True
|
||||
@@ -0,0 +1,359 @@
|
||||
"""Output formatting for mem0 CLI — text, JSON, table, quiet modes."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
from datetime import datetime
|
||||
from typing import Any
|
||||
|
||||
from rich.console import Console
|
||||
from rich.panel import Panel
|
||||
from rich.table import Table
|
||||
from rich.text import Text
|
||||
|
||||
from mem0_cli.branding import ACCENT_COLOR, BRAND_COLOR, DIM_COLOR, SUCCESS_COLOR, _sym
|
||||
|
||||
|
||||
def format_memories_text(console: Console, memories: list[dict], title: str = "memories") -> None:
|
||||
"""Render memories in human-friendly text mode."""
|
||||
count = len(memories)
|
||||
console.print(f"\n[{BRAND_COLOR}]Found {count} {title}:[/]\n")
|
||||
|
||||
for i, mem in enumerate(memories, 1):
|
||||
memory_text = mem.get("memory", mem.get("text", ""))
|
||||
mem_id = mem.get("id", "")[:8]
|
||||
score = mem.get("score")
|
||||
created = _format_date(mem.get("created_at"))
|
||||
category = mem.get("categories", [None])
|
||||
if isinstance(category, list):
|
||||
category = category[0] if category else None
|
||||
|
||||
line = Text()
|
||||
line.append(f" {i}. ", style="bold")
|
||||
line.append(memory_text, style="white")
|
||||
console.print(line)
|
||||
|
||||
details = []
|
||||
if score is not None:
|
||||
details.append(f"Score: {score:.2f}")
|
||||
if mem_id:
|
||||
details.append(f"ID: {mem_id}")
|
||||
if created:
|
||||
details.append(f"Created: {created}")
|
||||
if category:
|
||||
details.append(f"Category: {category}")
|
||||
|
||||
if details:
|
||||
detail_str = " · ".join(details)
|
||||
console.print(f" [{DIM_COLOR}]{detail_str}[/]")
|
||||
console.print()
|
||||
|
||||
|
||||
def format_memories_table(
|
||||
console: Console, memories: list[dict], *, show_score: bool = False
|
||||
) -> None:
|
||||
"""Render memories in a rich table."""
|
||||
table = Table(
|
||||
border_style=BRAND_COLOR,
|
||||
header_style=f"bold {ACCENT_COLOR}",
|
||||
row_styles=["", "dim"],
|
||||
padding=(0, 1),
|
||||
)
|
||||
table.add_column("ID", style="dim", max_width=38, no_wrap=True)
|
||||
if show_score:
|
||||
table.add_column("Score", max_width=7, justify="right")
|
||||
table.add_column("Memory", max_width=50, no_wrap=False)
|
||||
table.add_column("Category", max_width=14)
|
||||
table.add_column("Created", max_width=12)
|
||||
|
||||
for mem in memories:
|
||||
mem_id = mem.get("id", "")
|
||||
memory_text = mem.get("memory", mem.get("text", ""))
|
||||
if len(memory_text) > 60:
|
||||
memory_text = memory_text[:57] + "..."
|
||||
categories = mem.get("categories", [])
|
||||
if isinstance(categories, list) and categories:
|
||||
cat = (
|
||||
categories[0]
|
||||
if len(categories) == 1
|
||||
else f"{categories[0]} (+{len(categories) - 1})"
|
||||
)
|
||||
else:
|
||||
cat = "—"
|
||||
created = _format_date(mem.get("created_at")) or "—"
|
||||
if show_score:
|
||||
score = mem.get("score")
|
||||
score_str = f"{score:.2f}" if score is not None else "—"
|
||||
table.add_row(mem_id, score_str, memory_text, cat, created)
|
||||
else:
|
||||
table.add_row(mem_id, memory_text, cat, created)
|
||||
|
||||
console.print()
|
||||
console.print(table)
|
||||
console.print()
|
||||
|
||||
|
||||
def format_json(console: Console, data: Any) -> None:
|
||||
"""Output data as pretty-printed JSON."""
|
||||
console.print_json(json.dumps(data, default=str))
|
||||
|
||||
|
||||
def format_single_memory(console: Console, mem: dict, output: str = "text") -> None:
|
||||
"""Format a single memory for display."""
|
||||
if output == "json":
|
||||
format_json(console, mem)
|
||||
return
|
||||
|
||||
memory_text = mem.get("memory", mem.get("text", ""))
|
||||
mem_id = mem.get("id", "")
|
||||
|
||||
lines = []
|
||||
lines.append(f" [white bold]{memory_text}[/]")
|
||||
lines.append("")
|
||||
|
||||
if mem_id:
|
||||
lines.append(f" [{DIM_COLOR}]ID:[/] {mem_id}")
|
||||
created = _format_date(mem.get("created_at"))
|
||||
if created:
|
||||
lines.append(f" [{DIM_COLOR}]Created:[/] {created}")
|
||||
updated = _format_date(mem.get("updated_at"))
|
||||
if updated:
|
||||
lines.append(f" [{DIM_COLOR}]Updated:[/] {updated}")
|
||||
meta = mem.get("metadata")
|
||||
if meta:
|
||||
lines.append(f" [{DIM_COLOR}]Metadata:[/] {json.dumps(meta)}")
|
||||
categories = mem.get("categories")
|
||||
if categories:
|
||||
cat_str = ", ".join(categories) if isinstance(categories, list) else categories
|
||||
lines.append(f" [{DIM_COLOR}]Categories:[/] {cat_str}")
|
||||
|
||||
content = "\n".join(lines)
|
||||
panel = Panel(
|
||||
content,
|
||||
title=f"[{BRAND_COLOR}]Memory[/]",
|
||||
title_align="left",
|
||||
border_style=BRAND_COLOR,
|
||||
padding=(1, 1),
|
||||
)
|
||||
console.print()
|
||||
console.print(panel)
|
||||
console.print()
|
||||
|
||||
|
||||
def format_add_result(console: Console, result: dict | list, output: str = "text") -> None:
|
||||
"""Format the result of an add operation."""
|
||||
if output == "json":
|
||||
format_json(console, result)
|
||||
return
|
||||
if output == "quiet":
|
||||
return
|
||||
|
||||
# result from API is typically {"results": [...]}
|
||||
results = result if isinstance(result, list) else result.get("results", [result])
|
||||
if not results:
|
||||
console.print(f" [{DIM_COLOR}]No memories extracted.[/]")
|
||||
return
|
||||
|
||||
console.print()
|
||||
seen_pending_events: set[str] = set()
|
||||
for r in results:
|
||||
# Detect async PENDING response from Platform API
|
||||
if r.get("status") == "PENDING":
|
||||
event_id = r.get("event_id", "")
|
||||
# Deduplicate PENDING entries with the same event_id
|
||||
if event_id and event_id in seen_pending_events:
|
||||
continue
|
||||
if event_id:
|
||||
seen_pending_events.add(event_id)
|
||||
icon = f"[{ACCENT_COLOR}]{_sym('⧗', '...')}[/]"
|
||||
parts = [f" {icon} [{DIM_COLOR}]{'Queued':<10}[/]"]
|
||||
parts.append("[white]Processing in background[/]")
|
||||
console.print(" ".join(parts))
|
||||
if event_id:
|
||||
console.print(f" [{DIM_COLOR}] event_id: {event_id}[/]")
|
||||
console.print(f" [{DIM_COLOR}] → Check status: mem0 event status {event_id}[/]")
|
||||
continue
|
||||
|
||||
event = r.get("event", "ADD")
|
||||
memory = r.get("memory") or r.get("text") or r.get("content") or r.get("data") or ""
|
||||
mem_id = (r.get("id") or r.get("memory_id") or "")[:8]
|
||||
|
||||
if event == "ADD":
|
||||
icon = f"[{SUCCESS_COLOR}]+[/]"
|
||||
label = "Added"
|
||||
elif event == "UPDATE":
|
||||
icon = f"[{ACCENT_COLOR}]~[/]"
|
||||
label = "Updated"
|
||||
elif event == "DELETE":
|
||||
icon = "[red]-[/]"
|
||||
label = "Deleted"
|
||||
elif event == "NOOP":
|
||||
icon = f"[{DIM_COLOR}]·[/]"
|
||||
label = "No change"
|
||||
else:
|
||||
icon = f"[{DIM_COLOR}]?[/]"
|
||||
label = event
|
||||
|
||||
# Build the display line
|
||||
parts = [f" {icon} [{DIM_COLOR}]{label:<10}[/]"]
|
||||
if memory:
|
||||
parts.append(f"[white]{memory}[/]")
|
||||
if mem_id:
|
||||
parts.append(f"[{DIM_COLOR}]({mem_id})[/]")
|
||||
console.print(" ".join(parts))
|
||||
console.print()
|
||||
|
||||
|
||||
def format_json_envelope(
|
||||
console: Console,
|
||||
*,
|
||||
command: str,
|
||||
data: Any,
|
||||
duration_ms: int | None = None,
|
||||
scope: dict | None = None,
|
||||
count: int | None = None,
|
||||
status: str = "success",
|
||||
error: str | None = None,
|
||||
) -> None:
|
||||
"""Output structured JSON envelope for AI agent consumption."""
|
||||
envelope: dict[str, Any] = {
|
||||
"status": status,
|
||||
"command": command,
|
||||
}
|
||||
if duration_ms is not None:
|
||||
envelope["duration_ms"] = duration_ms
|
||||
if scope is not None:
|
||||
envelope["scope"] = scope
|
||||
if count is not None:
|
||||
envelope["count"] = count
|
||||
if error:
|
||||
envelope["error"] = error
|
||||
envelope["data"] = data
|
||||
console.print_json(json.dumps(envelope, default=str))
|
||||
|
||||
|
||||
def sanitize_agent_data(command: str, data: Any) -> Any:
|
||||
"""Project API response data to minimal relevant fields for agent consumption."""
|
||||
|
||||
def pick(obj: dict, keys: list) -> dict:
|
||||
return {k: obj[k] for k in keys if k in obj}
|
||||
|
||||
if data is None:
|
||||
return data
|
||||
|
||||
if command == "add":
|
||||
items = data if isinstance(data, list) else [data]
|
||||
result = []
|
||||
for item in items:
|
||||
if item.get("status") == "PENDING":
|
||||
result.append(pick(item, ["status", "event_id"]))
|
||||
else:
|
||||
result.append(pick(item, ["id", "memory", "event"]))
|
||||
return result
|
||||
|
||||
if command == "search":
|
||||
return [pick(r, ["id", "memory", "score", "created_at", "categories"]) for r in data]
|
||||
|
||||
if command == "list":
|
||||
return [pick(r, ["id", "memory", "created_at", "categories"]) for r in data]
|
||||
|
||||
if command == "get":
|
||||
return pick(data, ["id", "memory", "created_at", "updated_at", "categories", "metadata"])
|
||||
|
||||
if command == "update":
|
||||
return pick(data, ["id", "memory"])
|
||||
|
||||
if command in ("delete", "delete-all", "entity delete"):
|
||||
return data
|
||||
|
||||
if command == "entity list":
|
||||
result = []
|
||||
for r in data:
|
||||
item = pick(r, ["type", "count"])
|
||||
item["name"] = r.get("name") or r.get("id", "")
|
||||
result.append(item)
|
||||
return result
|
||||
|
||||
if command == "event list":
|
||||
return [pick(r, ["id", "event_type", "status", "latency", "created_at"]) for r in data]
|
||||
|
||||
if command == "event status":
|
||||
ev = data
|
||||
raw_results = ev.get("results") or []
|
||||
sanitized_results = []
|
||||
for r in raw_results:
|
||||
nested = r.get("data") or {}
|
||||
memory = nested.get("memory") if isinstance(nested, dict) else None
|
||||
sanitized_results.append(
|
||||
{
|
||||
"id": r.get("id"),
|
||||
"event": r.get("event"),
|
||||
"user_id": r.get("user_id"),
|
||||
"memory": memory,
|
||||
}
|
||||
)
|
||||
result = pick(ev, ["id", "event_type", "status", "latency", "created_at", "updated_at"])
|
||||
result["results"] = sanitized_results
|
||||
return result
|
||||
|
||||
# Pass-through: status, import, config show/get/set
|
||||
return data
|
||||
|
||||
|
||||
def format_agent_envelope(
|
||||
console: Console,
|
||||
*,
|
||||
command: str,
|
||||
data: Any,
|
||||
duration_ms: int | None = None,
|
||||
scope: dict | None = None,
|
||||
count: int | None = None,
|
||||
) -> None:
|
||||
"""Output structured JSON envelope for agent/programmatic use (--json/--agent mode)."""
|
||||
envelope: dict[str, Any] = {
|
||||
"status": "success",
|
||||
"command": command,
|
||||
}
|
||||
if duration_ms is not None:
|
||||
envelope["duration_ms"] = duration_ms
|
||||
if scope:
|
||||
filtered = {k: v for k, v in scope.items() if v}
|
||||
if filtered:
|
||||
envelope["scope"] = filtered
|
||||
if count is not None:
|
||||
envelope["count"] = count
|
||||
envelope["data"] = sanitize_agent_data(command, data)
|
||||
console.print_json(json.dumps(envelope, default=str))
|
||||
|
||||
|
||||
def print_result_summary(
|
||||
console: Console,
|
||||
count: int,
|
||||
*,
|
||||
duration_secs: float | None = None,
|
||||
page: int | None = None,
|
||||
**scope_ids: str | None,
|
||||
) -> None:
|
||||
"""Print a summary footer after result lists."""
|
||||
parts = [f"{count} result{'s' if count != 1 else ''}"]
|
||||
if page is not None:
|
||||
parts.append(f"page {page}")
|
||||
scope_parts = [f"{k}={v}" for k, v in scope_ids.items() if v]
|
||||
if scope_parts:
|
||||
parts.append(", ".join(scope_parts))
|
||||
if duration_secs is not None:
|
||||
parts.append(f"{duration_secs:.2f}s")
|
||||
|
||||
summary = " · ".join(parts)
|
||||
console.print(f" [{DIM_COLOR}]{summary}[/]")
|
||||
console.print()
|
||||
|
||||
|
||||
def _format_date(dt_str: str | None) -> str | None:
|
||||
if not dt_str:
|
||||
return None
|
||||
try:
|
||||
dt = datetime.fromisoformat(dt_str.replace("Z", "+00:00"))
|
||||
return dt.strftime("%Y-%m-%d")
|
||||
except (ValueError, AttributeError):
|
||||
return str(dt_str)[:10] if dt_str else None
|
||||
@@ -0,0 +1,24 @@
|
||||
"""Agent mode state — set by the root callback, read by commands and branding."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
_agent_mode: bool = False
|
||||
_current_command: str = ""
|
||||
|
||||
|
||||
def is_agent_mode() -> bool:
|
||||
return _agent_mode
|
||||
|
||||
|
||||
def set_agent_mode(val: bool) -> None:
|
||||
global _agent_mode
|
||||
_agent_mode = val
|
||||
|
||||
|
||||
def get_current_command() -> str:
|
||||
return _current_command
|
||||
|
||||
|
||||
def set_current_command(name: str) -> None:
|
||||
global _current_command
|
||||
_current_command = name
|
||||
@@ -0,0 +1,105 @@
|
||||
"""CLI telemetry — anonymous usage tracking via PostHog.
|
||||
|
||||
Sends fire-and-forget events to PostHog by spawning a detached subprocess
|
||||
(telemetry_sender.py). The parent CLI process exits immediately; the
|
||||
subprocess handles email resolution, caching, and the HTTP POST.
|
||||
|
||||
Disable with: MEM0_TELEMETRY=false
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import platform
|
||||
import subprocess
|
||||
import sys
|
||||
from typing import Any
|
||||
|
||||
POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"
|
||||
POSTHOG_HOST = "https://us.i.posthog.com/i/v0/e/"
|
||||
|
||||
|
||||
def _is_telemetry_enabled() -> bool:
|
||||
val = os.environ.get("MEM0_TELEMETRY", "true").lower()
|
||||
return val not in ("false", "0", "no")
|
||||
|
||||
|
||||
def _get_distinct_id() -> str:
|
||||
"""Return a stable anonymous identifier for the current user.
|
||||
|
||||
Priority: cached user_email (from /v1/ping/) > MD5(api_key) > fallback.
|
||||
Matches the SDK pattern in mem0/client/main.py.
|
||||
"""
|
||||
try:
|
||||
from mem0_cli.config import load_config
|
||||
|
||||
config = load_config()
|
||||
if config.platform.user_email:
|
||||
return config.platform.user_email
|
||||
if config.platform.api_key:
|
||||
return hashlib.md5(config.platform.api_key.encode()).hexdigest()
|
||||
except Exception:
|
||||
pass
|
||||
return "anonymous-cli"
|
||||
|
||||
|
||||
def capture_event(
|
||||
event_name: str,
|
||||
properties: dict[str, Any] | None = None,
|
||||
pre_resolved_email: str | None = None,
|
||||
) -> None:
|
||||
"""Fire a PostHog event via a detached subprocess (non-blocking).
|
||||
|
||||
When *pre_resolved_email* is provided (e.g. from an upfront ping
|
||||
validation), it is used directly as the PostHog distinct ID and the
|
||||
subprocess skips its own ``/v1/ping/`` call.
|
||||
"""
|
||||
if not _is_telemetry_enabled():
|
||||
return
|
||||
|
||||
try:
|
||||
from mem0_cli import __version__
|
||||
from mem0_cli.config import CONFIG_FILE, load_config
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
config = load_config()
|
||||
distinct_id = pre_resolved_email or _get_distinct_id()
|
||||
|
||||
payload = {
|
||||
"api_key": POSTHOG_API_KEY,
|
||||
"distinct_id": distinct_id,
|
||||
"event": event_name,
|
||||
"properties": {
|
||||
"source": "CLI",
|
||||
"language": "python",
|
||||
"cli_version": __version__,
|
||||
"agent_mode": is_agent_mode(),
|
||||
"python_version": sys.version,
|
||||
"os": sys.platform,
|
||||
"os_version": platform.version(),
|
||||
"$process_person_profile": False,
|
||||
"$lib": "posthog-python",
|
||||
**(properties or {}),
|
||||
},
|
||||
}
|
||||
|
||||
context = {
|
||||
"payload": payload,
|
||||
"posthog_host": POSTHOG_HOST,
|
||||
"needs_email": not distinct_id or "@" not in distinct_id,
|
||||
"mem0_api_key": config.platform.api_key or "",
|
||||
"mem0_base_url": config.platform.base_url or "https://api.mem0.ai",
|
||||
"config_path": str(CONFIG_FILE),
|
||||
}
|
||||
|
||||
subprocess.Popen(
|
||||
[sys.executable, "-m", "mem0_cli.telemetry_sender", json.dumps(context)],
|
||||
stdout=subprocess.DEVNULL,
|
||||
stderr=subprocess.DEVNULL,
|
||||
start_new_session=True,
|
||||
close_fds=True,
|
||||
)
|
||||
except Exception:
|
||||
pass
|
||||
@@ -0,0 +1,86 @@
|
||||
"""Standalone telemetry sender — runs as a detached subprocess.
|
||||
|
||||
Usage: python -m mem0_cli.telemetry_sender '<json context>'
|
||||
|
||||
This module is spawned by telemetry.capture_event() and runs independently
|
||||
of the parent CLI process. It:
|
||||
|
||||
1. Resolves the user's email via /v1/ping/ if not already cached
|
||||
2. Caches the email in ~/.mem0/config.json for future runs
|
||||
3. Sends the PostHog event
|
||||
|
||||
All errors are silently swallowed — this process must never produce output
|
||||
or affect the user experience.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import sys
|
||||
import urllib.request
|
||||
|
||||
|
||||
def main() -> None:
|
||||
ctx = json.loads(sys.argv[1])
|
||||
payload = ctx["payload"]
|
||||
|
||||
if ctx.get("needs_email") and ctx.get("mem0_api_key"):
|
||||
_resolve_and_cache_email(ctx, payload)
|
||||
|
||||
_send_posthog_event(ctx["posthog_host"], payload)
|
||||
|
||||
|
||||
def _resolve_and_cache_email(ctx: dict, payload: dict) -> None:
|
||||
"""Call /v1/ping/ to get the user's email, update the payload, and cache it."""
|
||||
try:
|
||||
ping_url = ctx["mem0_base_url"].rstrip("/") + "/v1/ping/"
|
||||
req = urllib.request.Request(
|
||||
ping_url,
|
||||
headers={
|
||||
"Authorization": "Token " + ctx["mem0_api_key"],
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
resp = urllib.request.urlopen(req, timeout=10)
|
||||
data = json.loads(resp.read())
|
||||
email = data.get("user_email")
|
||||
if email:
|
||||
payload["distinct_id"] = email
|
||||
_cache_email(ctx.get("config_path"), email)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
|
||||
def _cache_email(config_path: str | None, email: str) -> None:
|
||||
"""Write user_email into the config file for future runs."""
|
||||
if not config_path:
|
||||
return
|
||||
try:
|
||||
with open(config_path) as f:
|
||||
cfg = json.load(f)
|
||||
cfg.setdefault("platform", {})["user_email"] = email
|
||||
with open(config_path, "w") as f:
|
||||
json.dump(cfg, f, indent=2)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
|
||||
def _send_posthog_event(posthog_host: str, payload: dict) -> None:
|
||||
"""POST the event to PostHog."""
|
||||
try:
|
||||
body = json.dumps(payload).encode()
|
||||
req = urllib.request.Request(
|
||||
posthog_host,
|
||||
data=body,
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
urllib.request.urlopen(req, timeout=10)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import contextlib
|
||||
|
||||
with contextlib.suppress(Exception):
|
||||
main()
|
||||
@@ -0,0 +1,146 @@
|
||||
"""Shared fixtures for mem0 CLI tests."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import os
|
||||
from unittest.mock import MagicMock
|
||||
|
||||
import pytest
|
||||
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.config import Mem0Config
|
||||
|
||||
|
||||
@pytest.fixture(autouse=True)
|
||||
def isolate_config(tmp_path, monkeypatch):
|
||||
"""Redirect config to a temp directory so tests don't touch real config."""
|
||||
fake_config_dir = tmp_path / ".mem0"
|
||||
fake_config_file = fake_config_dir / "config.json"
|
||||
monkeypatch.setattr("mem0_cli.config.CONFIG_DIR", fake_config_dir)
|
||||
monkeypatch.setattr("mem0_cli.config.CONFIG_FILE", fake_config_file)
|
||||
# Also patch the commands that import config
|
||||
monkeypatch.setattr("mem0_cli.commands.config_cmd.CONFIG_DIR", fake_config_dir, raising=False)
|
||||
# Clear any MEM0 env vars
|
||||
for key in list(os.environ.keys()):
|
||||
if key.startswith("MEM0_"):
|
||||
monkeypatch.delenv(key, raising=False)
|
||||
return fake_config_dir
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def mock_backend():
|
||||
"""Return a mock backend with all methods stubbed."""
|
||||
backend = MagicMock(spec=Backend)
|
||||
|
||||
# Default return values
|
||||
backend.add.return_value = {
|
||||
"results": [
|
||||
{
|
||||
"id": "abc-123-def-456",
|
||||
"memory": "User prefers dark mode",
|
||||
"event": "ADD",
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
backend.search.return_value = [
|
||||
{
|
||||
"id": "abc-123-def-456",
|
||||
"memory": "User prefers dark mode",
|
||||
"score": 0.92,
|
||||
"created_at": "2026-02-15T10:30:00Z",
|
||||
"categories": ["preferences"],
|
||||
},
|
||||
{
|
||||
"id": "ghi-789-jkl-012",
|
||||
"memory": "User uses vim keybindings",
|
||||
"score": 0.78,
|
||||
"created_at": "2026-03-01T14:00:00Z",
|
||||
"categories": ["tools"],
|
||||
},
|
||||
]
|
||||
|
||||
backend.get.return_value = {
|
||||
"id": "abc-123-def-456",
|
||||
"memory": "User prefers dark mode",
|
||||
"created_at": "2026-02-15T10:30:00Z",
|
||||
"updated_at": "2026-02-20T08:00:00Z",
|
||||
"metadata": {"source": "onboarding"},
|
||||
"categories": ["preferences"],
|
||||
}
|
||||
|
||||
backend.list_memories.return_value = [
|
||||
{
|
||||
"id": "abc-123-def-456",
|
||||
"memory": "User prefers dark mode",
|
||||
"created_at": "2026-02-15T10:30:00Z",
|
||||
"categories": ["preferences"],
|
||||
},
|
||||
{
|
||||
"id": "ghi-789-jkl-012",
|
||||
"memory": "User uses vim keybindings",
|
||||
"created_at": "2026-03-01T14:00:00Z",
|
||||
"categories": ["tools"],
|
||||
},
|
||||
]
|
||||
|
||||
backend.update.return_value = {"id": "abc-123-def-456", "memory": "Updated memory"}
|
||||
backend.delete.return_value = {"status": "deleted"}
|
||||
backend.status.return_value = {
|
||||
"connected": True,
|
||||
"backend": "platform",
|
||||
"base_url": "https://api.mem0.ai",
|
||||
}
|
||||
backend.delete_entities.return_value = {"message": "Entity deleted"}
|
||||
backend.entities.return_value = [
|
||||
{"name": "alice", "count": 5},
|
||||
{"name": "bob", "count": 3},
|
||||
]
|
||||
backend.list_events.return_value = [
|
||||
{
|
||||
"id": "evt-abc-123-def-456",
|
||||
"event_type": "ADD",
|
||||
"status": "SUCCEEDED",
|
||||
"graph_status": None,
|
||||
"latency": 1234.5,
|
||||
"created_at": "2026-04-01T10:00:00Z",
|
||||
"updated_at": "2026-04-01T10:00:01Z",
|
||||
},
|
||||
{
|
||||
"id": "evt-def-456-ghi-789",
|
||||
"event_type": "SEARCH",
|
||||
"status": "PENDING",
|
||||
"graph_status": None,
|
||||
"latency": None,
|
||||
"created_at": "2026-04-01T10:01:00Z",
|
||||
"updated_at": "2026-04-01T10:01:00Z",
|
||||
},
|
||||
]
|
||||
backend.get_event.return_value = {
|
||||
"id": "evt-abc-123-def-456",
|
||||
"event_type": "ADD",
|
||||
"status": "SUCCEEDED",
|
||||
"graph_status": "SUCCEEDED",
|
||||
"latency": 1234.5,
|
||||
"created_at": "2026-04-01T10:00:00Z",
|
||||
"updated_at": "2026-04-01T10:00:01Z",
|
||||
"results": [
|
||||
{
|
||||
"id": "mem-abc-123",
|
||||
"event": "ADD",
|
||||
"user_id": "alice",
|
||||
"data": {"memory": "User prefers dark mode"},
|
||||
}
|
||||
],
|
||||
}
|
||||
|
||||
return backend
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def sample_config():
|
||||
"""Return a sample config object."""
|
||||
config = Mem0Config()
|
||||
config.platform.api_key = "m0-test-key-12345678"
|
||||
config.platform.base_url = "https://api.mem0.ai"
|
||||
return config
|
||||
@@ -0,0 +1,54 @@
|
||||
"""Tests for branding and output helpers."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from io import StringIO
|
||||
|
||||
from rich.console import Console
|
||||
|
||||
from mem0_cli.branding import print_banner, print_error, print_info, print_success, print_warning
|
||||
|
||||
|
||||
def _make_console() -> tuple[Console, StringIO]:
|
||||
buf = StringIO()
|
||||
return Console(file=buf, force_terminal=False, no_color=True, width=80), buf
|
||||
|
||||
|
||||
class TestBranding:
|
||||
def test_print_banner(self):
|
||||
console, buf = _make_console()
|
||||
print_banner(console)
|
||||
output = buf.getvalue()
|
||||
# Banner contains the mem0 ASCII art and tagline
|
||||
assert "Memory Layer" in output or "mem" in output.lower()
|
||||
|
||||
def test_print_success(self):
|
||||
console, buf = _make_console()
|
||||
print_success(console, "It worked!")
|
||||
output = buf.getvalue()
|
||||
assert "It worked!" in output
|
||||
|
||||
def test_print_error(self):
|
||||
console, buf = _make_console()
|
||||
print_error(console, "Something failed", hint="Try this fix")
|
||||
output = buf.getvalue()
|
||||
assert "Something failed" in output
|
||||
assert "Try this fix" in output
|
||||
|
||||
def test_print_error_no_hint(self):
|
||||
console, buf = _make_console()
|
||||
print_error(console, "Failed")
|
||||
output = buf.getvalue()
|
||||
assert "Failed" in output
|
||||
|
||||
def test_print_warning(self):
|
||||
console, buf = _make_console()
|
||||
print_warning(console, "Watch out")
|
||||
output = buf.getvalue()
|
||||
assert "Watch out" in output
|
||||
|
||||
def test_print_info(self):
|
||||
console, buf = _make_console()
|
||||
print_info(console, "FYI")
|
||||
output = buf.getvalue()
|
||||
assert "FYI" in output
|
||||
@@ -0,0 +1,258 @@
|
||||
"""Integration tests — invoke CLI as subprocess to test end-to-end.
|
||||
|
||||
These tests launch the CLI as a real subprocess, so they must manage
|
||||
environment isolation themselves (monkeypatch doesn't cross process
|
||||
boundaries).
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import os
|
||||
import re
|
||||
import subprocess
|
||||
import sys
|
||||
|
||||
import pytest
|
||||
|
||||
_ANSI_RE = re.compile(r"\x1b\[[0-9;]*[mKJHABCDfsu]")
|
||||
|
||||
|
||||
def _strip_ansi(text: str) -> str:
|
||||
"""Remove ANSI escape codes so substring checks work regardless of color mode."""
|
||||
return _ANSI_RE.sub("", text)
|
||||
|
||||
|
||||
def _run(
|
||||
args: list[str],
|
||||
env_override: dict | None = None,
|
||||
home_dir: str | None = None,
|
||||
) -> subprocess.CompletedProcess:
|
||||
"""Run mem0 CLI command and capture output.
|
||||
|
||||
Args:
|
||||
args: CLI arguments.
|
||||
env_override: Extra env vars to set.
|
||||
home_dir: If provided, set HOME to this path so the subprocess
|
||||
reads config from ``<home_dir>/.mem0/config.json`` instead
|
||||
of the user's real config. This is critical for tests that
|
||||
depend on a clean (no API key) or custom config state.
|
||||
|
||||
Returns a CompletedProcess whose stdout/stderr have ANSI escape codes
|
||||
stripped. GitHub Actions sets FORCE_COLOR=1 which causes Rich/Typer to
|
||||
fragment option names like --user-id into separately-styled ANSI segments,
|
||||
making plain ``in`` checks fail. Stripping here is version-agnostic and
|
||||
ensures all assertions see the same plain text regardless of terminal env.
|
||||
"""
|
||||
env = os.environ.copy()
|
||||
# Strip all MEM0_ env vars so tests start clean
|
||||
for key in list(env.keys()):
|
||||
if key.startswith("MEM0_"):
|
||||
del env[key]
|
||||
env.pop("FORCE_COLOR", None)
|
||||
if home_dir:
|
||||
env["HOME"] = home_dir
|
||||
if env_override:
|
||||
env.update(env_override)
|
||||
result = subprocess.run(
|
||||
[sys.executable, "-m", "mem0_cli", *args],
|
||||
capture_output=True,
|
||||
text=True,
|
||||
env=env,
|
||||
)
|
||||
return subprocess.CompletedProcess(
|
||||
args=result.args,
|
||||
returncode=result.returncode,
|
||||
stdout=_strip_ansi(result.stdout),
|
||||
stderr=_strip_ansi(result.stderr),
|
||||
)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def clean_home(tmp_path):
|
||||
"""Return a temp directory to use as HOME, ensuring no ~/.mem0 exists."""
|
||||
return str(tmp_path)
|
||||
|
||||
|
||||
class TestCLIIntegration:
|
||||
"""Tests that only inspect help text / version — no config needed."""
|
||||
|
||||
def test_help(self):
|
||||
result = _run(["--help"])
|
||||
assert result.returncode == 0
|
||||
assert "mem0" in result.stdout
|
||||
assert "add" in result.stdout
|
||||
assert "search" in result.stdout
|
||||
|
||||
def test_add_help(self):
|
||||
result = _run(["add", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "user-id" in result.stdout
|
||||
assert "messages" in result.stdout
|
||||
|
||||
def test_add_help_has_scope_panel(self):
|
||||
"""Verify rich_help_panel grouping shows in help output."""
|
||||
result = _run(["add", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "Scope" in result.stdout
|
||||
|
||||
def test_search_help(self):
|
||||
result = _run(["search", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "top-k" in result.stdout
|
||||
|
||||
def test_list_help(self):
|
||||
result = _run(["list", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "page-size" in result.stdout
|
||||
|
||||
def test_delete_help(self):
|
||||
result = _run(["delete", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "--all" in result.stdout
|
||||
assert "--entity" in result.stdout
|
||||
assert "--project" in result.stdout
|
||||
assert "--force" in result.stdout
|
||||
assert "--dry-run" in result.stdout
|
||||
|
||||
def test_entity_list_help(self):
|
||||
result = _run(["entity", "list", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "entity-type" in result.stdout.lower() or "entity_type" in result.stdout.lower()
|
||||
|
||||
def test_entity_delete_help(self):
|
||||
result = _run(["entity", "delete", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "--user-id" in result.stdout
|
||||
assert "--force" in result.stdout
|
||||
|
||||
def test_import_help(self):
|
||||
result = _run(["import", "--help"])
|
||||
assert result.returncode == 0
|
||||
|
||||
def test_no_args_shows_help(self):
|
||||
"""no_args_is_help=True makes Typer print help and exit with code 2."""
|
||||
result = _run([])
|
||||
# Typer returns exit code 2 for "no command given" — this is standard
|
||||
# Click/Typer behaviour and not an error.
|
||||
assert result.returncode in (0, 2)
|
||||
assert "Usage" in result.stdout
|
||||
|
||||
|
||||
class TestCLIIsolated:
|
||||
"""Tests that need a clean HOME to avoid reading the user's real config."""
|
||||
|
||||
def test_add_no_key_errors(self, clean_home):
|
||||
"""Without an API key, `mem0 add` must fail with a helpful message."""
|
||||
result = _run(
|
||||
["add", "test", "--user-id", "alice"],
|
||||
home_dir=clean_home,
|
||||
)
|
||||
assert result.returncode != 0
|
||||
combined = result.stderr + result.stdout
|
||||
assert "API key" in combined or "api" in combined.lower() or "Error" in combined
|
||||
|
||||
def test_search_no_key_errors(self, clean_home):
|
||||
"""Without an API key, `mem0 search` must fail."""
|
||||
result = _run(
|
||||
["search", "preferences", "--user-id", "alice"],
|
||||
home_dir=clean_home,
|
||||
)
|
||||
assert result.returncode != 0
|
||||
combined = result.stderr + result.stdout
|
||||
assert "API key" in combined or "Error" in combined
|
||||
|
||||
def test_list_no_key_errors(self, clean_home):
|
||||
"""Without an API key, `mem0 list` must fail."""
|
||||
result = _run(["list"], home_dir=clean_home)
|
||||
assert result.returncode != 0
|
||||
combined = result.stderr + result.stdout
|
||||
assert "API key" in combined or "Error" in combined
|
||||
|
||||
def test_delete_no_id_no_all_errors(self, clean_home):
|
||||
"""Delete without memory_id, --all, or --entity must fail."""
|
||||
result = _run(
|
||||
["delete", "--api-key", "m0-fake-key"],
|
||||
home_dir=clean_home,
|
||||
)
|
||||
assert result.returncode != 0
|
||||
combined = result.stderr + result.stdout
|
||||
assert (
|
||||
"memory ID" in combined.lower()
|
||||
or "--all" in combined
|
||||
or "--entity" in combined
|
||||
or "Error" in combined
|
||||
)
|
||||
|
||||
def test_config_show_clean(self, clean_home):
|
||||
"""config show with no config should still work."""
|
||||
result = _run(["config", "show"], home_dir=clean_home)
|
||||
assert result.returncode == 0
|
||||
assert "backend" in result.stdout.lower() or "platform" in result.stdout.lower()
|
||||
|
||||
def test_config_set_and_get_roundtrip(self, clean_home):
|
||||
"""config set then config get should return the set value."""
|
||||
_run(
|
||||
["config", "set", "defaults.user_id", "integration-test-user"],
|
||||
home_dir=clean_home,
|
||||
)
|
||||
result = _run(
|
||||
["config", "get", "defaults.user_id"],
|
||||
home_dir=clean_home,
|
||||
)
|
||||
assert result.returncode == 0
|
||||
assert "integration-test-user" in result.stdout
|
||||
|
||||
def test_import_nonexistent_file(self, clean_home):
|
||||
"""Importing a nonexistent file should fail gracefully."""
|
||||
result = _run(
|
||||
["import", "/nonexistent/file.json", "--api-key", "m0-fake"],
|
||||
home_dir=clean_home,
|
||||
)
|
||||
assert result.returncode != 0
|
||||
combined = result.stderr + result.stdout
|
||||
assert "Failed" in combined or "Error" in combined or "error" in combined
|
||||
|
||||
def test_add_no_content_errors(self, clean_home):
|
||||
"""add with no text/messages/file should fail."""
|
||||
result = _run(
|
||||
["add", "--user-id", "alice", "--api-key", "m0-fake"],
|
||||
home_dir=clean_home,
|
||||
)
|
||||
assert result.returncode != 0
|
||||
combined = result.stderr + result.stdout
|
||||
assert "No content" in combined or "Error" in combined
|
||||
|
||||
|
||||
class TestCLINewFeatures:
|
||||
"""Tests for MCP parity features: --graph, --limit, entities delete."""
|
||||
|
||||
def test_add_help_has_graph(self):
|
||||
result = _run(["add", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "--graph" in result.stdout
|
||||
|
||||
def test_search_help_has_graph_and_limit(self):
|
||||
result = _run(["search", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "--graph" in result.stdout
|
||||
assert "--limit" in result.stdout
|
||||
|
||||
def test_list_help_has_graph(self):
|
||||
result = _run(["list", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "--graph" in result.stdout
|
||||
|
||||
def test_delete_entity_via_delete_flag(self):
|
||||
"""delete --entity should appear in help output."""
|
||||
result = _run(["delete", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "--entity" in result.stdout
|
||||
|
||||
def test_entity_delete_has_scope_options(self):
|
||||
"""entity delete should expose scope options."""
|
||||
result = _run(["entity", "delete", "--help"])
|
||||
assert result.returncode == 0
|
||||
assert "--user-id" in result.stdout
|
||||
assert "--force" in result.stdout
|
||||
assert "--app-id" in result.stdout
|
||||
assert "--run-id" in result.stdout
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,240 @@
|
||||
"""Tests for configuration management."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import os
|
||||
|
||||
from mem0_cli.config import (
|
||||
Mem0Config,
|
||||
get_nested_value,
|
||||
load_config,
|
||||
redact_key,
|
||||
save_config,
|
||||
set_nested_value,
|
||||
)
|
||||
|
||||
|
||||
class TestRedactKey:
|
||||
def test_empty_key(self):
|
||||
assert redact_key("") == "(not set)"
|
||||
|
||||
def test_short_key(self):
|
||||
assert redact_key("abc") == "ab***"
|
||||
|
||||
def test_normal_key(self):
|
||||
result = redact_key("m0-abcdefgh12345678")
|
||||
assert result == "m0-a...5678"
|
||||
assert "abcdefgh" not in result
|
||||
|
||||
def test_exact_8_chars(self):
|
||||
# 8 chars is <= 8, so it gets the short redaction
|
||||
assert redact_key("12345678") == "12***"
|
||||
|
||||
|
||||
class TestConfig:
|
||||
def test_default_config(self):
|
||||
config = Mem0Config()
|
||||
assert config.platform.base_url == "https://api.mem0.ai"
|
||||
assert config.platform.api_key == ""
|
||||
|
||||
def test_save_and_load(self, isolate_config):
|
||||
config = Mem0Config()
|
||||
config.platform.api_key = "m0-test-key"
|
||||
|
||||
save_config(config)
|
||||
|
||||
loaded = load_config()
|
||||
assert loaded.platform.api_key == "m0-test-key"
|
||||
|
||||
def test_env_var_override(self, isolate_config, monkeypatch):
|
||||
config = Mem0Config()
|
||||
config.platform.api_key = "file-key"
|
||||
save_config(config)
|
||||
|
||||
monkeypatch.setenv("MEM0_API_KEY", "env-key")
|
||||
loaded = load_config()
|
||||
assert loaded.platform.api_key == "env-key"
|
||||
|
||||
def test_load_nonexistent_config(self, isolate_config):
|
||||
config = load_config()
|
||||
assert config.platform.api_key == ""
|
||||
|
||||
def test_config_file_permissions(self, isolate_config):
|
||||
config = Mem0Config()
|
||||
config.platform.api_key = "secret"
|
||||
save_config(config)
|
||||
|
||||
from mem0_cli.config import CONFIG_FILE
|
||||
|
||||
mode = os.stat(CONFIG_FILE).st_mode & 0o777
|
||||
assert mode == 0o600
|
||||
|
||||
def test_defaults_save_and_load(self, isolate_config):
|
||||
config = Mem0Config()
|
||||
config.defaults.user_id = "alice"
|
||||
config.defaults.agent_id = "support-bot"
|
||||
config.defaults.app_id = "my-app"
|
||||
config.defaults.run_id = "run-001"
|
||||
|
||||
save_config(config)
|
||||
loaded = load_config()
|
||||
|
||||
assert loaded.defaults.user_id == "alice"
|
||||
assert loaded.defaults.agent_id == "support-bot"
|
||||
assert loaded.defaults.app_id == "my-app"
|
||||
assert loaded.defaults.run_id == "run-001"
|
||||
|
||||
def test_defaults_env_var_override(self, isolate_config, monkeypatch):
|
||||
config = Mem0Config()
|
||||
config.defaults.user_id = "file-user"
|
||||
save_config(config)
|
||||
|
||||
monkeypatch.setenv("MEM0_USER_ID", "env-user")
|
||||
monkeypatch.setenv("MEM0_AGENT_ID", "env-agent")
|
||||
loaded = load_config()
|
||||
assert loaded.defaults.user_id == "env-user"
|
||||
assert loaded.defaults.agent_id == "env-agent"
|
||||
|
||||
def test_backward_compat_no_defaults_key(self, isolate_config):
|
||||
"""Old config files without 'defaults' key should load fine."""
|
||||
import json
|
||||
|
||||
from mem0_cli.config import CONFIG_FILE, ensure_config_dir
|
||||
|
||||
ensure_config_dir()
|
||||
# Write a config without the "defaults" key
|
||||
data = {
|
||||
"version": 1,
|
||||
"platform": {"api_key": "m0-test", "base_url": "https://api.mem0.ai"},
|
||||
}
|
||||
with open(CONFIG_FILE, "w") as f:
|
||||
json.dump(data, f)
|
||||
|
||||
loaded = load_config()
|
||||
assert loaded.platform.api_key == "m0-test"
|
||||
assert loaded.defaults.user_id == ""
|
||||
assert loaded.defaults.agent_id == ""
|
||||
|
||||
def test_default_config_has_empty_defaults(self):
|
||||
config = Mem0Config()
|
||||
assert config.defaults.user_id == ""
|
||||
assert config.defaults.agent_id == ""
|
||||
assert config.defaults.app_id == ""
|
||||
assert config.defaults.run_id == ""
|
||||
assert config.defaults.enable_graph is False
|
||||
|
||||
def test_enable_graph_save_and_load(self, isolate_config):
|
||||
config = Mem0Config()
|
||||
config.defaults.enable_graph = True
|
||||
save_config(config)
|
||||
loaded = load_config()
|
||||
assert loaded.defaults.enable_graph is True
|
||||
|
||||
def test_enable_graph_env_var_true(self, isolate_config, monkeypatch):
|
||||
monkeypatch.setenv("MEM0_ENABLE_GRAPH", "true")
|
||||
loaded = load_config()
|
||||
assert loaded.defaults.enable_graph is True
|
||||
|
||||
def test_enable_graph_env_var_false(self, isolate_config, monkeypatch):
|
||||
config = Mem0Config()
|
||||
config.defaults.enable_graph = True
|
||||
save_config(config)
|
||||
monkeypatch.setenv("MEM0_ENABLE_GRAPH", "false")
|
||||
loaded = load_config()
|
||||
assert loaded.defaults.enable_graph is False
|
||||
|
||||
def test_backward_compat_no_enable_graph_key(self, isolate_config):
|
||||
"""Old config files without 'enable_graph' key should default to False."""
|
||||
import json
|
||||
|
||||
from mem0_cli.config import CONFIG_FILE, ensure_config_dir
|
||||
|
||||
ensure_config_dir()
|
||||
data = {
|
||||
"version": 1,
|
||||
"defaults": {"user_id": "alice"},
|
||||
"platform": {"api_key": "m0-test", "base_url": "https://api.mem0.ai"},
|
||||
}
|
||||
with open(CONFIG_FILE, "w") as f:
|
||||
json.dump(data, f)
|
||||
|
||||
loaded = load_config()
|
||||
assert loaded.defaults.enable_graph is False
|
||||
assert loaded.defaults.user_id == "alice"
|
||||
|
||||
|
||||
class TestNestedAccess:
|
||||
def test_get_nested_value(self):
|
||||
config = Mem0Config()
|
||||
config.platform.api_key = "test-key"
|
||||
assert get_nested_value(config, "platform.api_key") == "test-key"
|
||||
|
||||
def test_get_nonexistent_key(self):
|
||||
config = Mem0Config()
|
||||
assert get_nested_value(config, "nonexistent.key") is None
|
||||
|
||||
def test_set_nested_value(self):
|
||||
config = Mem0Config()
|
||||
assert set_nested_value(config, "platform.api_key", "new-key")
|
||||
assert config.platform.api_key == "new-key"
|
||||
|
||||
def test_set_nonexistent_key(self):
|
||||
config = Mem0Config()
|
||||
assert set_nested_value(config, "nonexistent.key", "val") is False
|
||||
|
||||
def test_get_defaults_user_id(self):
|
||||
config = Mem0Config()
|
||||
config.defaults.user_id = "alice"
|
||||
assert get_nested_value(config, "defaults.user_id") == "alice"
|
||||
|
||||
def test_set_defaults_user_id(self):
|
||||
config = Mem0Config()
|
||||
assert set_nested_value(config, "defaults.user_id", "bob")
|
||||
assert config.defaults.user_id == "bob"
|
||||
|
||||
def test_set_defaults_enable_graph(self):
|
||||
config = Mem0Config()
|
||||
assert set_nested_value(config, "defaults.enable_graph", "true")
|
||||
assert config.defaults.enable_graph is True
|
||||
|
||||
|
||||
class TestResolveIds:
|
||||
def test_cli_flag_overrides_default(self):
|
||||
from mem0_cli.app import _resolve_ids
|
||||
|
||||
config = Mem0Config()
|
||||
config.defaults.user_id = "default-user"
|
||||
ids = _resolve_ids(
|
||||
config,
|
||||
user_id="cli-user",
|
||||
agent_id=None,
|
||||
)
|
||||
assert ids["user_id"] == "cli-user"
|
||||
|
||||
def test_default_used_when_flag_is_none(self):
|
||||
from mem0_cli.app import _resolve_ids
|
||||
|
||||
config = Mem0Config()
|
||||
config.defaults.user_id = "default-user"
|
||||
config.defaults.agent_id = "default-agent"
|
||||
ids = _resolve_ids(config, user_id=None, agent_id=None)
|
||||
assert ids["user_id"] == "default-user"
|
||||
assert ids["agent_id"] == "default-agent"
|
||||
|
||||
def test_none_when_neither_set(self):
|
||||
from mem0_cli.app import _resolve_ids
|
||||
|
||||
config = Mem0Config()
|
||||
ids = _resolve_ids(config, user_id=None, agent_id=None)
|
||||
assert ids["user_id"] is None
|
||||
assert ids["agent_id"] is None
|
||||
assert ids["app_id"] is None
|
||||
assert ids["run_id"] is None
|
||||
|
||||
def test_empty_string_treated_as_unset(self):
|
||||
from mem0_cli.app import _resolve_ids
|
||||
|
||||
config = Mem0Config()
|
||||
config.defaults.user_id = ""
|
||||
ids = _resolve_ids(config, user_id=None)
|
||||
assert ids["user_id"] is None
|
||||
@@ -0,0 +1,282 @@
|
||||
"""Tests for output formatting."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from io import StringIO
|
||||
|
||||
from rich.console import Console
|
||||
|
||||
from mem0_cli.output import (
|
||||
format_add_result,
|
||||
format_memories_table,
|
||||
format_memories_text,
|
||||
format_single_memory,
|
||||
sanitize_agent_data,
|
||||
)
|
||||
|
||||
|
||||
def _make_console() -> tuple[Console, StringIO]:
|
||||
buf = StringIO()
|
||||
return Console(file=buf, force_terminal=False, no_color=True, width=120, highlight=False), buf
|
||||
|
||||
|
||||
SAMPLE_MEMORIES = [
|
||||
{
|
||||
"id": "abc-123-def-456",
|
||||
"memory": "User prefers dark mode",
|
||||
"score": 0.92,
|
||||
"created_at": "2026-02-15T10:30:00Z",
|
||||
"categories": ["preferences"],
|
||||
},
|
||||
{
|
||||
"id": "ghi-789-jkl-012",
|
||||
"memory": "User uses vim keybindings",
|
||||
"score": 0.78,
|
||||
"created_at": "2026-03-01T14:00:00Z",
|
||||
"categories": ["tools"],
|
||||
},
|
||||
]
|
||||
|
||||
|
||||
class TestTextFormat:
|
||||
def test_format_memories_text(self):
|
||||
console, buf = _make_console()
|
||||
format_memories_text(console, SAMPLE_MEMORIES)
|
||||
output = buf.getvalue()
|
||||
assert "Found 2 memories" in output
|
||||
assert "dark mode" in output
|
||||
assert "vim keybindings" in output
|
||||
assert "0.92" in output
|
||||
|
||||
def test_format_memories_text_empty(self):
|
||||
console, buf = _make_console()
|
||||
format_memories_text(console, [])
|
||||
output = buf.getvalue()
|
||||
assert "Found 0" in output
|
||||
|
||||
|
||||
class TestTableFormat:
|
||||
def test_format_memories_table(self):
|
||||
console, buf = _make_console()
|
||||
format_memories_table(console, SAMPLE_MEMORIES)
|
||||
output = buf.getvalue()
|
||||
assert "dark mode" in output
|
||||
assert "abc-123-" in output
|
||||
|
||||
def test_format_memories_table_empty(self):
|
||||
console, buf = _make_console()
|
||||
format_memories_table(console, [])
|
||||
output = buf.getvalue()
|
||||
# Should still render (empty table)
|
||||
assert "ID" in output
|
||||
|
||||
|
||||
class TestSingleMemory:
|
||||
def test_format_single_memory_text(self):
|
||||
console, buf = _make_console()
|
||||
mem = SAMPLE_MEMORIES[0]
|
||||
format_single_memory(console, mem, "text")
|
||||
output = buf.getvalue()
|
||||
assert "dark mode" in output
|
||||
assert "abc-123-def-456" in output
|
||||
|
||||
def test_format_single_memory_json(self):
|
||||
console, buf = _make_console()
|
||||
mem = SAMPLE_MEMORIES[0]
|
||||
format_single_memory(console, mem, "json")
|
||||
output = buf.getvalue()
|
||||
assert '"memory"' in output
|
||||
|
||||
|
||||
class TestAddResult:
|
||||
def test_format_add_result_text(self):
|
||||
console, buf = _make_console()
|
||||
result = {
|
||||
"results": [
|
||||
{"id": "abc-123-def-456", "memory": "User prefers dark mode", "event": "ADD"},
|
||||
]
|
||||
}
|
||||
format_add_result(console, result, "text")
|
||||
output = buf.getvalue()
|
||||
assert "dark mode" in output
|
||||
assert "Added" in output
|
||||
|
||||
def test_format_add_result_update_event(self):
|
||||
console, buf = _make_console()
|
||||
result = {
|
||||
"results": [
|
||||
{"id": "abc-123", "memory": "Updated pref", "event": "UPDATE"},
|
||||
]
|
||||
}
|
||||
format_add_result(console, result, "text")
|
||||
output = buf.getvalue()
|
||||
assert "Updated" in output
|
||||
|
||||
def test_format_add_result_noop(self):
|
||||
console, buf = _make_console()
|
||||
result = {
|
||||
"results": [
|
||||
{"id": "abc-123", "memory": "Same thing", "event": "NOOP"},
|
||||
]
|
||||
}
|
||||
format_add_result(console, result, "text")
|
||||
output = buf.getvalue()
|
||||
assert "No change" in output
|
||||
|
||||
def test_format_add_result_quiet(self):
|
||||
console, buf = _make_console()
|
||||
result = {"results": [{"id": "abc-123", "memory": "Quiet", "event": "ADD"}]}
|
||||
format_add_result(console, result, "quiet")
|
||||
output = buf.getvalue()
|
||||
assert output.strip() == ""
|
||||
|
||||
def test_format_add_result_deduplicates_pending_by_event_id(self):
|
||||
console, buf = _make_console()
|
||||
result = {
|
||||
"results": [
|
||||
{"status": "PENDING", "event_id": "evt-dup"},
|
||||
{"status": "PENDING", "event_id": "evt-dup"},
|
||||
]
|
||||
}
|
||||
format_add_result(console, result, "text")
|
||||
output = buf.getvalue()
|
||||
# Should show only one PENDING block despite two entries with same event_id
|
||||
assert output.count("evt-dup") == 2 # event_id line + status hint line
|
||||
assert output.count("Queued") == 1
|
||||
|
||||
def test_format_add_result_empty(self):
|
||||
console, buf = _make_console()
|
||||
format_add_result(console, {"results": []}, "text")
|
||||
output = buf.getvalue()
|
||||
assert "No memories extracted" in output
|
||||
|
||||
|
||||
class TestSanitizeAgentData:
|
||||
def test_add_projects_fields(self):
|
||||
raw = [
|
||||
{
|
||||
"id": "abc",
|
||||
"memory": "test",
|
||||
"event": "ADD",
|
||||
"metadata": {"x": 1},
|
||||
"categories": ["a"],
|
||||
}
|
||||
]
|
||||
result = sanitize_agent_data("add", raw)
|
||||
assert result == [{"id": "abc", "memory": "test", "event": "ADD"}]
|
||||
|
||||
def test_add_pending_passthrough(self):
|
||||
raw = [{"status": "PENDING", "event_id": "evt-123", "metadata": "noise"}]
|
||||
result = sanitize_agent_data("add", raw)
|
||||
assert result == [{"status": "PENDING", "event_id": "evt-123"}]
|
||||
|
||||
def test_search_projects_fields(self):
|
||||
raw = [
|
||||
{
|
||||
"id": "abc",
|
||||
"memory": "test",
|
||||
"score": 0.9,
|
||||
"created_at": "2026-01-01",
|
||||
"categories": ["a"],
|
||||
"user_id": "u1",
|
||||
"agent_id": None,
|
||||
}
|
||||
]
|
||||
result = sanitize_agent_data("search", raw)
|
||||
assert result == [
|
||||
{
|
||||
"id": "abc",
|
||||
"memory": "test",
|
||||
"score": 0.9,
|
||||
"created_at": "2026-01-01",
|
||||
"categories": ["a"],
|
||||
}
|
||||
]
|
||||
|
||||
def test_list_projects_fields(self):
|
||||
raw = [
|
||||
{
|
||||
"id": "abc",
|
||||
"memory": "test",
|
||||
"created_at": "2026-01-01",
|
||||
"categories": ["a"],
|
||||
"user_id": "u1",
|
||||
}
|
||||
]
|
||||
result = sanitize_agent_data("list", raw)
|
||||
assert result == [
|
||||
{"id": "abc", "memory": "test", "created_at": "2026-01-01", "categories": ["a"]}
|
||||
]
|
||||
|
||||
def test_get_projects_fields(self):
|
||||
raw = {
|
||||
"id": "abc",
|
||||
"memory": "test",
|
||||
"created_at": "2026-01-01",
|
||||
"updated_at": "2026-01-02",
|
||||
"categories": ["a"],
|
||||
"metadata": {"k": "v"},
|
||||
"user_id": "u1",
|
||||
}
|
||||
result = sanitize_agent_data("get", raw)
|
||||
assert "user_id" not in result
|
||||
assert "id" in result and "memory" in result
|
||||
|
||||
def test_update_projects_fields(self):
|
||||
raw = {"id": "abc", "memory": "updated", "extra": "noise"}
|
||||
result = sanitize_agent_data("update", raw)
|
||||
assert result == {"id": "abc", "memory": "updated"}
|
||||
|
||||
def test_event_list_projects_fields(self):
|
||||
raw = [
|
||||
{
|
||||
"id": "evt-1",
|
||||
"event_type": "ADD",
|
||||
"status": "SUCCEEDED",
|
||||
"graph_status": None,
|
||||
"latency": 100.0,
|
||||
"created_at": "2026-01-01",
|
||||
"updated_at": "2026-01-02",
|
||||
}
|
||||
]
|
||||
result = sanitize_agent_data("event list", raw)
|
||||
assert result == [
|
||||
{
|
||||
"id": "evt-1",
|
||||
"event_type": "ADD",
|
||||
"status": "SUCCEEDED",
|
||||
"latency": 100.0,
|
||||
"created_at": "2026-01-01",
|
||||
}
|
||||
]
|
||||
assert "updated_at" not in result[0]
|
||||
assert "graph_status" not in result[0]
|
||||
|
||||
def test_event_status_flattens_results(self):
|
||||
raw = {
|
||||
"id": "evt-1",
|
||||
"event_type": "ADD",
|
||||
"status": "SUCCEEDED",
|
||||
"latency": 100.0,
|
||||
"created_at": "2026-01-01",
|
||||
"updated_at": "2026-01-02",
|
||||
"results": [
|
||||
{"id": "mem-1", "event": "ADD", "user_id": "alice", "data": {"memory": "dark mode"}}
|
||||
],
|
||||
}
|
||||
result = sanitize_agent_data("event status", raw)
|
||||
assert result["results"][0] == {
|
||||
"id": "mem-1",
|
||||
"event": "ADD",
|
||||
"user_id": "alice",
|
||||
"memory": "dark mode",
|
||||
}
|
||||
assert "data" not in result["results"][0]
|
||||
|
||||
def test_passthrough_commands(self):
|
||||
for cmd in ("status", "import", "config show", "config get", "config set"):
|
||||
data = {"key": "value", "other": "stuff"}
|
||||
assert sanitize_agent_data(cmd, data) == data
|
||||
|
||||
def test_none_data(self):
|
||||
assert sanitize_agent_data("add", None) is None
|
||||
@@ -10,5 +10,4 @@ List recent events for your organization and project.
|
||||
|
||||
- **Dashboards**: Summarize adds/searches over time by paging through events.
|
||||
- **Alerting**: Poll for `FAILED` events and trigger follow-up workflows.
|
||||
- **Audit**: Store the returned payload/metadata for compliance logs.
|
||||
|
||||
- **Audit**: Store the returned payload/metadata for compliance logs.
|
||||
@@ -52,6 +52,10 @@ Provide at least one message or direct memory string. Most callers supply `messa
|
||||
|
||||
> \* Provide at least one `messages` entry to describe what you are storing. For scoped memories, include `user_id`. You can also attach `agent_id`, `app_id`, `run_id`, `project_id`, or `org_id` to refine ownership.
|
||||
|
||||
<Tip>
|
||||
Need more details? See [all request parameters](#body-messages) below for complete field descriptions, types, and constraints.
|
||||
</Tip>
|
||||
|
||||
## Response
|
||||
|
||||
Successful requests return an array of events queued for processing. Each event includes the generated memory text and an identifier you can persist for auditing.
|
||||
|
||||
@@ -82,7 +82,7 @@ new_project = client.project.create(
|
||||
|
||||
### Update Project Settings
|
||||
|
||||
Modify project configuration including custom instructions, categories, and graph settings:
|
||||
Modify project configuration including custom instructions, categories, graph settings, and language preferences:
|
||||
|
||||
```python
|
||||
# Update project with custom categories
|
||||
@@ -101,6 +101,9 @@ client.project.update(
|
||||
# Enable graph memory for the project
|
||||
client.project.update(enable_graph=True)
|
||||
|
||||
# Use the input language for memory storage and retrieval
|
||||
client.project.update(multilingual=True)
|
||||
|
||||
# Update multiple settings at once
|
||||
client.project.update(
|
||||
custom_instructions="...",
|
||||
@@ -108,7 +111,8 @@ client.project.update(
|
||||
{"personal_info": "User personal information and preferences"},
|
||||
{"work_context": "Professional context and work-related information"}
|
||||
],
|
||||
enable_graph=True
|
||||
enable_graph=True,
|
||||
multilingual=True
|
||||
)
|
||||
```
|
||||
|
||||
|
||||
@@ -8,6 +8,52 @@ mode: "wide"
|
||||
<Tabs>
|
||||
<Tab title="Python">
|
||||
|
||||
<Update label="2026-04-04" description="v1.0.11">
|
||||
|
||||
**New Features & Updates:**
|
||||
- **SDK:** Added `multilingual` parameter to project update ([#4314](https://github.com/mem0ai/mem0/pull/4314))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **LLMs:** Fixed Groq model configuration ([#4700](https://github.com/mem0ai/mem0/pull/4700))
|
||||
- **Core:** Prevented thread and memory leaks from PostHog telemetry ([#4535](https://github.com/mem0ai/mem0/pull/4535))
|
||||
- **Vector Stores:** Used `DatetimeRange` for datetime string values in Qdrant range filters ([#4659](https://github.com/mem0ai/mem0/pull/4659))
|
||||
- **Configs:** Added missing `ConfigDict` to vector store configs (Elasticsearch, MongoDB, Neptune, OpenSearch, PGVector, Supabase, Valkey) ([#4656](https://github.com/mem0ai/mem0/pull/4656))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-01" description="v1.0.10">
|
||||
|
||||
**New Features & Updates:**
|
||||
- **LLMs:** Added MiniMax provider support for AWS Bedrock ([#4609](https://github.com/mem0ai/mem0/pull/4609))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Configs:** Migrated CassandraConfig and AzureMySQLConfig to pydantic v2 ConfigDict ([#4646](https://github.com/mem0ai/mem0/pull/4646))
|
||||
- **LLMs:** Forward `response_format` to OpenAI-compatible API for DeepSeek ([#4635](https://github.com/mem0ai/mem0/pull/4635))
|
||||
- **LLMs:** Forward `response_format` to OpenAI-compatible API for vLLM ([#4608](https://github.com/mem0ai/mem0/pull/4608))
|
||||
- **Vector Stores:** Only list authorized collections when listing MongoDB collections ([#3888](https://github.com/mem0ai/mem0/pull/3888))
|
||||
- **Core:** Reset graph database in `Memory.reset()` ([#4185](https://github.com/mem0ai/mem0/pull/4185))
|
||||
- **Core:** Make `AsyncMemory.from_config` a regular classmethod ([#4183](https://github.com/mem0ai/mem0/pull/4183))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-28" description="v1.0.9">
|
||||
|
||||
**New Features & Updates:**
|
||||
- **LLMs:** Added `reasoning_effort` parameter support for reasoning models ([#4461](https://github.com/mem0ai/mem0/pull/4461))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Core:** Preserved original `actor_id` during memory update ([#4570](https://github.com/mem0ai/mem0/pull/4570))
|
||||
- **Core:** Set `updated_at` on creation and preserve pre-existing `created_at` ([#4499](https://github.com/mem0ai/mem0/pull/4499))
|
||||
- **Core:** Centralized entity cleanup and skip malformed LLM relation dicts ([#4515](https://github.com/mem0ai/mem0/pull/4515))
|
||||
- **Core:** Removed `README.md` from wheel shared-data ([#4052](https://github.com/mem0ai/mem0/pull/4052))
|
||||
- **Vector Stores:** Handled `vector=None` in Milvus and Qdrant update methods ([#4568](https://github.com/mem0ai/mem0/pull/4568))
|
||||
- **Vector Stores:** Rebuilt FAISS index on vector deletion ([#4178](https://github.com/mem0ai/mem0/pull/4178))
|
||||
|
||||
**Improvements:**
|
||||
- **Embeddings:** Updated default Gemini and Vertex AI embedder model to `gemini-embedding-001` ([#4571](https://github.com/mem0ai/mem0/pull/4571))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-26" description="v1.0.8">
|
||||
|
||||
**New Features & Updates:**
|
||||
@@ -799,6 +845,29 @@ mode: "wide"
|
||||
|
||||
<Tab title="TypeScript">
|
||||
|
||||
<Update label="2026-04-04" description="v2.4.6">
|
||||
|
||||
**New Features & Updates:**
|
||||
- **Client:** Added `multilingual` parameter to project update types ([#4314](https://github.com/mem0ai/mem0/pull/4314))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-01" description="v2.4.5">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **OSS:** Replace `.single()` with `.maybeSingle()` in SupabaseDB.get() to handle missing rows ([#4599](https://github.com/mem0ai/mem0/pull/4599))
|
||||
- **Embeddings:** Pass dimensions parameter to OpenAI embeddings API ([#4632](https://github.com/mem0ai/mem0/pull/4632))
|
||||
- **OSS:** Extract JSON from chatty LLM responses in fact retrieval ([#4533](https://github.com/mem0ai/mem0/pull/4533))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-28" description="v2.4.4">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **OSS:** Fixed Qdrant Cloud "Illegal host" error by defaulting to port 6333 when URL has no explicit port ([#4565](https://github.com/mem0ai/mem0/pull/4565))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-26" description="v2.4.3">
|
||||
|
||||
**New Features & Updates:**
|
||||
|
||||
@@ -19,7 +19,7 @@ config = {
|
||||
"embedder": {
|
||||
"provider": "gemini",
|
||||
"config": {
|
||||
"model": "models/text-embedding-004",
|
||||
"model": "models/gemini-embedding-001",
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -66,7 +66,7 @@ Here are the parameters available for configuring Gemini embedder:
|
||||
<Tab title="Python">
|
||||
| Parameter | Description | Default Value |
|
||||
| ---------------- | ------------------------------------ | ----------------------- |
|
||||
| `model` | The name of the embedding model to use| `models/text-embedding-004` |
|
||||
| `model` | The name of the embedding model to use| `models/gemini-embedding-001` |
|
||||
| `embedding_dims` | Dimensions of the embedding model | `1536` |
|
||||
| `api_key` | The Google API key | `None` |
|
||||
</Tab>
|
||||
|
||||
@@ -20,7 +20,7 @@ config = {
|
||||
"embedder": {
|
||||
"provider": "vertexai",
|
||||
"config": {
|
||||
"model": "text-embedding-004",
|
||||
"model": "gemini-embedding-001",
|
||||
"memory_add_embedding_type": "RETRIEVAL_DOCUMENT",
|
||||
"memory_update_embedding_type": "RETRIEVAL_DOCUMENT",
|
||||
"memory_search_embedding_type": "RETRIEVAL_QUERY"
|
||||
@@ -51,7 +51,7 @@ Here are the parameters available for configuring the Vertex AI embedder:
|
||||
|
||||
| Parameter | Description | Default Value |
|
||||
| ------------------------- | ------------------------------------------------ | -------------------- |
|
||||
| `model` | The name of the Vertex AI embedding model to use | `text-embedding-004` |
|
||||
| `model` | The name of the Vertex AI embedding model to use | `gemini-embedding-001` |
|
||||
| `vertex_credentials_json` | Path to the Google Cloud credentials JSON file | `None` |
|
||||
| `embedding_dims` | Dimensions of the embedding model | `256` |
|
||||
| `memory_add_embedding_type` | The type of embedding to use for the add memory action | `RETRIEVAL_DOCUMENT` |
|
||||
|
||||
@@ -24,6 +24,7 @@ config = {
|
||||
"provider": "gemini",
|
||||
"config": {
|
||||
"model": "gemini-2.0-flash-001",
|
||||
"api_key": "your-gemini-api-key",
|
||||
"temperature": 0.2,
|
||||
"max_tokens": 2000,
|
||||
"top_p": 1.0
|
||||
@@ -52,6 +53,7 @@ const config = {
|
||||
provider: "gemini",
|
||||
config: {
|
||||
model: "gemini-2.0-flash-001",
|
||||
apiKey: process.env.GOOGLE_API_KEY || '',
|
||||
temperature: 0.1
|
||||
}
|
||||
}
|
||||
|
||||
@@ -10,6 +10,32 @@ Problem: LLMs are stateless. GPT doesn't remember conversations. You could stuff
|
||||
|
||||
The solution: Mem0. It extracts and stores what matters from conversations, then retrieves it when needed. Your companion remembers user preferences, past events, and history.
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
Here we use **Mem0 open source** (`Memory`): all local, no API keys needed for memory. Vectors in **Qdrant**, LLM and embeddings via **Ollama**. The **OpenAI** Python SDK calls Ollama's **OpenAI-compatible** `/v1` endpoint for Ray's chat replies.
|
||||
|
||||
## Installation
|
||||
|
||||
Install the required dependencies:
|
||||
|
||||
```bash
|
||||
pip install mem0ai qdrant-client openai ollama
|
||||
```
|
||||
|
||||
Then start Qdrant and pull the Ollama models:
|
||||
|
||||
```bash
|
||||
docker run -d -p 6333:6333 qdrant/qdrant
|
||||
ollama pull llama3.1:latest
|
||||
ollama pull nomic-embed-text:latest
|
||||
```
|
||||
|
||||
<Note>You can swap `nomic-embed-text` for any Ollama-supported embedding model (e.g., `snowflake-arctic-embed`, `mxbai-embed-large`). Just update the `model` in the `embedder` config and set `embedding_model_dims` in the Qdrant config to match the model's output dimensions (768 for `nomic-embed-text`).</Note>
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
In this cookbook we'll build a **fitness companion** that:
|
||||
|
||||
- Remembers user goals across sessions
|
||||
@@ -25,6 +51,8 @@ By the end, you'll have a working fitness companion and know how to handle commo
|
||||
|
||||
Max wants to train for a marathon. He starts chatting with Ray, an AI running coach.
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
from openai import OpenAI
|
||||
from mem0 import MemoryClient
|
||||
@@ -53,8 +81,73 @@ def chat(user_input, user_id):
|
||||
], user_id=user_id)
|
||||
|
||||
return response
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
from openai import OpenAI
|
||||
from mem0 import Memory
|
||||
|
||||
OLLAMA_URL = "http://localhost:11434"
|
||||
CHAT_MODEL = "llama3.1:latest"
|
||||
|
||||
memory = Memory.from_config({
|
||||
"vector_store": {
|
||||
"provider": "qdrant",
|
||||
"config": {
|
||||
"collection_name": "fitness_companion",
|
||||
"host": "localhost",
|
||||
"port": 6333,
|
||||
"embedding_model_dims": 768,
|
||||
},
|
||||
},
|
||||
"llm": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": CHAT_MODEL,
|
||||
"temperature": 0,
|
||||
"max_tokens": 2000,
|
||||
"ollama_base_url": OLLAMA_URL,
|
||||
},
|
||||
},
|
||||
"embedder": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": "nomic-embed-text:latest",
|
||||
"ollama_base_url": OLLAMA_URL,
|
||||
},
|
||||
},
|
||||
})
|
||||
|
||||
ollama_chat = OpenAI(base_url=f"{OLLAMA_URL}/v1", api_key="ollama")
|
||||
|
||||
def chat(user_input, user_id):
|
||||
# Retrieve relevant memories
|
||||
memories = memory.search(user_input, user_id=user_id, limit=5)
|
||||
context = "\n".join(m["memory"] for m in memories["results"])
|
||||
|
||||
# Call LLM with memory context (Ollama via OpenAI-compatible API)
|
||||
response = ollama_chat.chat.completions.create(
|
||||
model=CHAT_MODEL,
|
||||
messages=[
|
||||
{"role": "system", "content": f"You're Ray, a running coach. Memories:\n{context}"},
|
||||
{"role": "user", "content": user_input},
|
||||
],
|
||||
).choices[0].message.content
|
||||
|
||||
# Store the exchange
|
||||
memory.add(
|
||||
[
|
||||
{"role": "user", "content": user_input},
|
||||
{"role": "assistant", "content": response},
|
||||
],
|
||||
user_id=user_id,
|
||||
)
|
||||
|
||||
return response
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
**Session 1:**
|
||||
|
||||
@@ -62,7 +155,6 @@ def chat(user_input, user_id):
|
||||
chat("I want to run a marathon in under 4 hours", user_id="max")
|
||||
# Output: "That's a solid goal. What's your current weekly mileage?"
|
||||
# Stored in Mem0: "Max wants to run sub-4 marathon"
|
||||
|
||||
```
|
||||
|
||||
**Session 2 (next day, app restarted):**
|
||||
@@ -70,7 +162,6 @@ chat("I want to run a marathon in under 4 hours", user_id="max")
|
||||
```python
|
||||
chat("What should I focus on today?", user_id="max")
|
||||
# Output: "Based on your sub-4 marathon goal, let's work on building your aerobic base..."
|
||||
|
||||
```
|
||||
|
||||
<Info>
|
||||
@@ -87,6 +178,8 @@ Ray remembers. Restart the app, and the goal persists. From here on, we'll focus
|
||||
|
||||
Max mentions his knee hurts. That's different from his marathon goal - one is temporary, the other is long-term.
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
**Categories vs Metadata:**
|
||||
|
||||
- **Categories**: AI-assigned by Mem0 based on content (you can't force them)
|
||||
@@ -100,7 +193,6 @@ mem0_client.project.update(custom_categories=[
|
||||
{"constraints": "Injuries, limitations, recovery needs"},
|
||||
{"preferences": "Training style, surfaces, schedules"}
|
||||
])
|
||||
|
||||
```
|
||||
|
||||
<Note>
|
||||
@@ -121,7 +213,6 @@ mem0_client.add(
|
||||
[{"role": "user", "content": "My right knee flares up on downhills"}],
|
||||
user_id="max"
|
||||
)
|
||||
|
||||
```
|
||||
|
||||
Mem0 reads the content and intelligently picks which categories apply. You define the palette, it handles the tagging.
|
||||
@@ -135,13 +226,50 @@ mem0_client.add(
|
||||
user_id="max",
|
||||
metadata={"workout_type": "speed", "forced_tag": "custom_label"}
|
||||
)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
**Categories via Metadata:**
|
||||
|
||||
In open source, model categories with a stable field in `metadata`—here we use `memory_bucket`:
|
||||
|
||||
```python
|
||||
# Add goal
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Sub-4 marathon is my A-race"}],
|
||||
user_id="max",
|
||||
metadata={"memory_bucket": "goals"},
|
||||
)
|
||||
|
||||
# Add constraint
|
||||
memory.add(
|
||||
[{"role": "user", "content": "My right knee flares up on downhills"}],
|
||||
user_id="max",
|
||||
metadata={"memory_bucket": "constraints"},
|
||||
)
|
||||
```
|
||||
|
||||
<Note>
|
||||
**Categories vs Metadata:** In open source, categories are modeled as `metadata` fields you set on each `add`. Filters only see what you put on `add`.
|
||||
</Note>
|
||||
|
||||
```python
|
||||
# Force tag using metadata
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Some workout note"}],
|
||||
user_id="max",
|
||||
metadata={"memory_bucket": "goals", "workout_type": "speed", "forced_tag": "custom_label"},
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
### Filtering by Category
|
||||
|
||||
Retrieve just constraints for workout planning:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
constraints = mem0_client.search(
|
||||
query="injury concerns",
|
||||
@@ -155,8 +283,21 @@ constraints = mem0_client.search(
|
||||
)
|
||||
print([m["memory"] for m in constraints["results"]])
|
||||
# Output: ["Max's right knee flares up on downhills"]
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
constraints = memory.search(
|
||||
query="injury concerns",
|
||||
user_id="max",
|
||||
filters={"memory_bucket": {"in": ["constraints"]}},
|
||||
threshold=0.0 # optional: widen recall for short phrases
|
||||
)
|
||||
print([m["memory"] for m in constraints["results"]])
|
||||
# Output: ["Max's right knee flares up on downhills"]
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Ray can plan workouts that avoid aggravating Max's knee, without pulling in race goals or other unrelated memories.
|
||||
|
||||
@@ -168,12 +309,22 @@ Ray can plan workouts that avoid aggravating Max's knee, without pulling in race
|
||||
|
||||
Run the basic loop for a week and check what's stored:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
memories = mem0_client.get_all(filters={"AND": [{"user_id": "max"}]})
|
||||
print([m["memory"] for m in memories["results"]])
|
||||
# Output: ["Max wants to run marathon under 4 hours", "hey", "lol ok", "cool thanks", "gtg bye"]
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memories = memory.get_all(user_id="max")
|
||||
print([m["memory"] for m in memories["results"]])
|
||||
# Output: ["Max wants to run marathon under 4 hours", "hey", "lol ok", "cool thanks", "gtg bye"]
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
<Warning>
|
||||
Without filters, Mem0 stores everything—greetings, filler, and casual chat. This pollutes retrieval: instead of pulling "marathon goal," you get "lol ok." Set custom instructions to keep memory clean.
|
||||
@@ -183,6 +334,8 @@ Noise. Greetings and filler clutter the memory.
|
||||
|
||||
### Custom Instructions
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
Tell Mem0 what matters:
|
||||
|
||||
```python
|
||||
@@ -198,11 +351,38 @@ Exclude:
|
||||
- Casual chatter
|
||||
- Hypotheticals unless planning related
|
||||
""")
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
Tell Mem0 what matters by including `custom_fact_extraction_prompt` in the config dict:
|
||||
|
||||
```python
|
||||
MEMORY_CONFIG["custom_fact_extraction_prompt"] = """
|
||||
Extract from running coach conversations:
|
||||
- Training goals and race targets
|
||||
- Physical constraints or injuries
|
||||
- Training preferences (time of day, surfaces, weather)
|
||||
- Progress milestones
|
||||
|
||||
Exclude:
|
||||
- Greetings and filler
|
||||
- Casual chatter
|
||||
- Hypotheticals unless planning related
|
||||
|
||||
Return JSON with key "facts" as a list of strings (use [] if nothing to store).
|
||||
"""
|
||||
|
||||
memory = Memory.from_config(MEMORY_CONFIG)
|
||||
```
|
||||
|
||||
<Note>`custom_fact_extraction_prompt` is a top-level key in the config dictionary passed to `Memory.from_config()`. Make sure it's set before creating the Memory instance — not after.</Note>
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Now chat again:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
chat("hey how's it going", user_id="max")
|
||||
chat("I prefer trail running over roads", user_id="max")
|
||||
@@ -210,8 +390,19 @@ chat("I prefer trail running over roads", user_id="max")
|
||||
memories = mem0_client.get_all(filters={"AND": [{"user_id": "max"}]})
|
||||
print([m["memory"] for m in memories["results"]])
|
||||
# Output: ["Max wants to run marathon under 4 hours", "Max prefers trail running over roads"]
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
chat("hey how's it going", user_id="max")
|
||||
chat("I prefer trail running over roads", user_id="max")
|
||||
|
||||
memories = memory.get_all(user_id="max")
|
||||
print([m["memory"] for m in memories["results"]])
|
||||
# Output: ["Max wants to run marathon under 4 hours", "Max prefers trail running over roads"]
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
<Info>
|
||||
**Expected output:** Only 2 memories stored—the marathon goal and trail preference. The greeting "hey how's it going" was filtered out automatically. Custom instructions are working.
|
||||
@@ -221,8 +412,6 @@ Only meaningful facts. Filler gets dropped automatically.
|
||||
|
||||
---
|
||||
|
||||
---
|
||||
|
||||
## Agent Memory for Personality
|
||||
|
||||
### Why Agents Need Memory Too
|
||||
@@ -231,16 +420,30 @@ Max prefers direct feedback, not motivational fluff. Ray needs to remember how t
|
||||
|
||||
Store agent personality:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
mem0_client.add(
|
||||
[{"role": "system", "content": "Max wants direct, data-driven feedback. Skip motivational language."}],
|
||||
agent_id="ray_coach"
|
||||
)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Max wants direct, data-driven feedback. Skip motivational language."}],
|
||||
agent_id="ray_coach",
|
||||
infer=False,
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Retrieve agent style alongside user memories:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
# Get coach personality
|
||||
agent_memories = mem0_client.search("coaching style", agent_id="ray_coach")
|
||||
@@ -251,8 +454,26 @@ mem0_client.add([
|
||||
{"role": "user", "content": "How'd my run look today?"},
|
||||
{"role": "assistant", "content": "Pace was 8:15/mile. Heart rate 152, zone 2."}
|
||||
], user_id="max", agent_id="ray_coach")
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
# Get coach personality
|
||||
agent_memories = memory.search("coaching style", agent_id="ray_coach")
|
||||
# Output: ["Max wants direct, data-driven feedback. Skip motivational language."]
|
||||
|
||||
# Store conversations with agent_id
|
||||
memory.add(
|
||||
[
|
||||
{"role": "user", "content": "How'd my run look today?"},
|
||||
{"role": "assistant", "content": "Pace was 8:15/mile. Heart rate 152, zone 2."},
|
||||
],
|
||||
user_id="max",
|
||||
agent_id="ray_coach",
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
<Info>
|
||||
**Expected behavior:** Ray's responses are now data-driven and direct. The agent memory stored the coaching style preference, so future responses adapt automatically without Max having to repeat his preference.
|
||||
@@ -268,6 +489,8 @@ No "Great job!" or "Keep it up!" - just data. Ray adapts to Max's preference.
|
||||
|
||||
Don't send every single message to Mem0. Keep recent context in memory, let Mem0 handle the important long-term facts.
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
# Store only meaningful exchanges in Mem0
|
||||
mem0_client.add([
|
||||
@@ -280,8 +503,27 @@ mem0_client.add([
|
||||
# "cool thanks" → don't store
|
||||
|
||||
# Or rely on custom_instructions to filter automatically
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
# Store only meaningful exchanges in Mem0
|
||||
memory.add(
|
||||
[
|
||||
{"role": "user", "content": "I want to run a marathon"},
|
||||
{"role": "assistant", "content": "Let's build a training plan"},
|
||||
],
|
||||
user_id="max",
|
||||
)
|
||||
|
||||
# Skip storing filler
|
||||
# "hey" → don't store
|
||||
# "cool thanks" → don't store
|
||||
|
||||
# Or rely on custom_fact_extraction_prompt to filter automatically
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Last 10 messages in your app's buffer. Important facts in Mem0. Faster, cheaper, still works.
|
||||
|
||||
@@ -293,6 +535,8 @@ Last 10 messages in your app's buffer. Important facts in Mem0. Faster, cheaper,
|
||||
|
||||
Max tweaks his ankle. It'll heal in two weeks - the memory should expire too.
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
from datetime import datetime, timedelta
|
||||
|
||||
@@ -303,10 +547,26 @@ mem0_client.add(
|
||||
user_id="max",
|
||||
expiration_date=expiration
|
||||
)
|
||||
|
||||
```
|
||||
|
||||
In 14 days, this memory disappears automatically. Ray stops asking about the ankle.
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
from datetime import datetime, timedelta
|
||||
|
||||
expiration = (datetime.now() + timedelta(days=14)).strftime("%Y-%m-%d")
|
||||
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Rolled my left ankle, needs rest"}],
|
||||
user_id="max",
|
||||
metadata={"memory_bucket": "constraints", "expires_on": expiration},
|
||||
)
|
||||
```
|
||||
|
||||
Store `expires_on` in metadata and prune expired memories in your app. Ray stops asking about the ankle once it's removed.
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
---
|
||||
|
||||
@@ -314,6 +574,8 @@ In 14 days, this memory disappears automatically. Ray stops asking about the ank
|
||||
|
||||
Here's the Mem0 setup combining everything:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
from mem0 import MemoryClient
|
||||
from datetime import datetime, timedelta
|
||||
@@ -332,11 +594,55 @@ mem0_client.project.update(
|
||||
{"name": "preferences", "description": "Training style"}
|
||||
]
|
||||
)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
from mem0 import Memory
|
||||
from datetime import datetime, timedelta
|
||||
|
||||
MEMORY_CONFIG = {
|
||||
"vector_store": {
|
||||
"provider": "qdrant",
|
||||
"config": {
|
||||
"collection_name": "fitness_companion",
|
||||
"host": "localhost",
|
||||
"port": 6333,
|
||||
"embedding_model_dims": 768,
|
||||
},
|
||||
},
|
||||
"llm": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": "llama3.1:latest",
|
||||
"temperature": 0,
|
||||
"max_tokens": 2000,
|
||||
"ollama_base_url": "http://localhost:11434",
|
||||
},
|
||||
},
|
||||
"embedder": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": "nomic-embed-text:latest",
|
||||
"ollama_base_url": "http://localhost:11434",
|
||||
},
|
||||
},
|
||||
"custom_fact_extraction_prompt": """
|
||||
Extract: goals, constraints, preferences, progress
|
||||
Exclude: greetings, filler, casual chat
|
||||
Return JSON with key "facts" as a list of strings.
|
||||
""",
|
||||
}
|
||||
|
||||
memory = Memory.from_config(MEMORY_CONFIG)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
**Week 1 - Store goals and preferences:**
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
mem0_client.add([
|
||||
{"role": "user", "content": "I want to run a sub-4 marathon"},
|
||||
@@ -346,11 +652,33 @@ mem0_client.add([
|
||||
mem0_client.add([
|
||||
{"role": "user", "content": "I prefer trail running over roads"}
|
||||
], user_id="max", categories=["preferences"])
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memory.add(
|
||||
[
|
||||
{"role": "user", "content": "I want to run a sub-4 marathon"},
|
||||
{"role": "assistant", "content": "Got it. Let's build a training plan."},
|
||||
],
|
||||
user_id="max",
|
||||
agent_id="ray",
|
||||
metadata={"memory_bucket": "goals"},
|
||||
)
|
||||
|
||||
memory.add(
|
||||
[{"role": "user", "content": "I prefer trail running over roads"}],
|
||||
user_id="max",
|
||||
metadata={"memory_bucket": "preferences"},
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
**Week 3 - Temporary injury with expiration:**
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
expiration = (datetime.now() + timedelta(days=14)).strftime("%Y-%m-%d")
|
||||
mem0_client.add(
|
||||
@@ -359,16 +687,36 @@ mem0_client.add(
|
||||
categories=["constraints"],
|
||||
expiration_date=expiration
|
||||
)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
expiration = (datetime.now() + timedelta(days=14)).strftime("%Y-%m-%d")
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Rolled ankle, need light workouts"}],
|
||||
user_id="max",
|
||||
metadata={"memory_bucket": "constraints", "expires_on": expiration},
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
**Retrieve for context:**
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
memories = mem0_client.search("training plan", user_id="max", limit=5)
|
||||
# Gets: marathon goal, trail preference, ankle injury (if still valid)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memories = memory.search("training plan", user_id="max", limit=5)
|
||||
# Gets: marathon goal, trail preference, ankle injury (if still valid / not pruned)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Ray remembers goals, preferences, and personality. Handles temporary injuries. Works across sessions.
|
||||
|
||||
@@ -380,6 +728,8 @@ Ray remembers goals, preferences, and personality. Handles temporary injuries. W
|
||||
|
||||
Training for Boston is different from training for New York. Separate the memory threads:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
mem0_client.add(messages, user_id="max", run_id="boston-2025")
|
||||
mem0_client.add(messages, user_id="max", run_id="nyc-2025")
|
||||
@@ -390,8 +740,22 @@ boston_memories = mem0_client.search(
|
||||
user_id="max",
|
||||
run_id="boston-2025"
|
||||
)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memory.add(messages, user_id="max", run_id="boston-2025")
|
||||
memory.add(messages, user_id="max", run_id="nyc-2025")
|
||||
|
||||
# Retrieve only Boston memories
|
||||
boston_memories = memory.search(
|
||||
"training plan",
|
||||
user_id="max",
|
||||
run_id="boston-2025",
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Each race gets its own episodic boundary. No cross-contamination.
|
||||
|
||||
@@ -399,6 +763,8 @@ Each race gets its own episodic boundary. No cross-contamination.
|
||||
|
||||
Max has 6 months of training logs to backfill:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
old_logs = [
|
||||
[{"role": "user", "content": "Completed 20-mile long run"}],
|
||||
@@ -407,13 +773,27 @@ old_logs = [
|
||||
|
||||
for log in old_logs:
|
||||
mem0_client.add(log, user_id="max")
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
old_logs = [
|
||||
[{"role": "user", "content": "Completed 20-mile long run"}],
|
||||
[{"role": "user", "content": "Hit 8:00 pace on tempo run"}],
|
||||
]
|
||||
|
||||
for log in old_logs:
|
||||
memory.add(log, user_id="max")
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
### Handling Contradictions
|
||||
|
||||
Max changes his goal from sub-4 to sub-3:45:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
# Find the old memory
|
||||
memories = mem0_client.get_all(filters={"AND": [{"user_id": "max"}]})
|
||||
@@ -421,8 +801,19 @@ goal_memory = [m for m in memories["results"] if "sub-4" in m["memory"]][0]
|
||||
|
||||
# Update it
|
||||
mem0_client.update(goal_memory["id"], "Max wants to run sub-3:45 marathon")
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
# Find the old memory
|
||||
memories = memory.get_all(user_id="max")
|
||||
goal_memory = [m for m in memories["results"] if "sub-4" in m["memory"]][0]
|
||||
|
||||
# Update it
|
||||
memory.update(goal_memory["id"], "Max wants to run sub-3:45 marathon")
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Update instead of creating duplicates.
|
||||
|
||||
@@ -430,11 +821,20 @@ Update instead of creating duplicates.
|
||||
|
||||
Max works with Ray for running and Jordan for strength training:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
chat("easy run today", user_id="max", agent_id="ray")
|
||||
chat("leg day workout", user_id="max", agent_id="jordan")
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
chat("easy run today", user_id="max", agent_id="ray")
|
||||
chat("leg day workout", user_id="max", agent_id="jordan")
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
Each coach maintains separate personality memory while sharing user context.
|
||||
|
||||
@@ -442,19 +842,44 @@ Each coach maintains separate personality memory while sharing user context.
|
||||
|
||||
Prioritize recent training over old data:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
recent = mem0_client.search(
|
||||
"training progress",
|
||||
user_id="max",
|
||||
filters={"created_at": {"gte": "2025-10-01"}}
|
||||
)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
# Qdrant range filters require numbers — store an epoch timestamp in metadata
|
||||
from datetime import datetime
|
||||
|
||||
epoch = int(datetime(2025, 10, 15).timestamp())
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Completed 18-mile long run"}],
|
||||
user_id="max",
|
||||
metadata={"logged_epoch": epoch},
|
||||
)
|
||||
|
||||
cutoff = int(datetime(2025, 10, 1).timestamp())
|
||||
recent = memory.search(
|
||||
"training progress",
|
||||
user_id="max",
|
||||
filters={"logged_epoch": {"gte": cutoff}},
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
### Metadata Tagging
|
||||
|
||||
Tag workouts by type:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
mem0_client.add(
|
||||
[{"role": "user", "content": "10x400m intervals"}],
|
||||
@@ -468,20 +893,48 @@ speed_sessions = mem0_client.search(
|
||||
user_id="max",
|
||||
filters={"metadata": {"workout_type": "speed"}}
|
||||
)
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memory.add(
|
||||
[{"role": "user", "content": "10x400m intervals"}],
|
||||
user_id="max",
|
||||
metadata={"workout_type": "speed", "intensity": "high"},
|
||||
)
|
||||
|
||||
# Later, find all speed workouts
|
||||
speed_sessions = memory.search(
|
||||
"speed work",
|
||||
user_id="max",
|
||||
filters={"workout_type": "speed"},
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
### Pruning Old Memories
|
||||
|
||||
Delete irrelevant memories:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
mem0_client.delete(memory_id="mem_xyz")
|
||||
|
||||
# Or clear an entire run_id
|
||||
mem0_client.delete_all(user_id="max", run_id="old-training-cycle")
|
||||
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memory.delete(memory_id="mem_xyz")
|
||||
|
||||
# Or clear an entire run_id
|
||||
memory.delete_all(user_id="max", run_id="old-training-cycle")
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
---
|
||||
|
||||
@@ -515,7 +968,7 @@ Before launching:
|
||||
- Define 2-3 categories (goals, constraints, preferences)
|
||||
- Add expiration strategy for time-bound facts
|
||||
- Implement error handling for API calls
|
||||
- Monitor memory quality in Mem0 dashboard
|
||||
- Monitor memory quality (Mem0 dashboard or `get_all` / Qdrant when local)
|
||||
- Clear test data from production project
|
||||
|
||||
---
|
||||
|
||||
@@ -16,6 +16,8 @@ Integrating Mem0 into your writing workflow helps you:
|
||||
|
||||
## Setup
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
import os
|
||||
from openai import OpenAI
|
||||
@@ -32,13 +34,81 @@ openai = OpenAI()
|
||||
USER_ID = "content_writer"
|
||||
RUN_ID = "smart_editing_session"
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
Here we use **Mem0 open source** (`Memory`): all local, no API keys needed for memory. Vectors in **Qdrant**, LLM and embeddings via **Ollama**. The **OpenAI** Python SDK calls Ollama's **OpenAI-compatible** `/v1` endpoint for content rewriting.
|
||||
|
||||
### Installation
|
||||
|
||||
Install the required dependencies:
|
||||
|
||||
```bash
|
||||
pip install mem0ai qdrant-client openai ollama
|
||||
```
|
||||
|
||||
Then start Qdrant and pull the Ollama models:
|
||||
|
||||
```bash
|
||||
docker run -d -p 6333:6333 qdrant/qdrant
|
||||
ollama pull llama3.1:latest
|
||||
ollama pull nomic-embed-text:latest
|
||||
```
|
||||
|
||||
<Note>You can swap `nomic-embed-text` for any Ollama-supported embedding model (e.g., `snowflake-arctic-embed`, `mxbai-embed-large`). Just update the `model` in the `embedder` config and set `embedding_model_dims` in the Qdrant config to match the model's output dimensions (768 for `nomic-embed-text`).</Note>
|
||||
|
||||
```python
|
||||
from openai import OpenAI
|
||||
from mem0 import Memory
|
||||
|
||||
OLLAMA_URL = "http://localhost:11434"
|
||||
CHAT_MODEL = "llama3.1:latest"
|
||||
|
||||
# Set up Mem0 with local providers
|
||||
memory = Memory.from_config({
|
||||
"vector_store": {
|
||||
"provider": "qdrant",
|
||||
"config": {
|
||||
"collection_name": "content_writing",
|
||||
"host": "localhost",
|
||||
"port": 6333,
|
||||
"embedding_model_dims": 768,
|
||||
},
|
||||
},
|
||||
"llm": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": CHAT_MODEL,
|
||||
"temperature": 0,
|
||||
"max_tokens": 2000,
|
||||
"ollama_base_url": OLLAMA_URL,
|
||||
},
|
||||
},
|
||||
"embedder": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": "nomic-embed-text:latest",
|
||||
"ollama_base_url": OLLAMA_URL,
|
||||
},
|
||||
},
|
||||
})
|
||||
|
||||
# OpenAI SDK pointed at Ollama for content rewriting
|
||||
ollama_chat = OpenAI(base_url=f"{OLLAMA_URL}/v1", api_key="ollama")
|
||||
|
||||
USER_ID = "content_writer"
|
||||
RUN_ID = "smart_editing_session"
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
## Storing Your Writing Preferences in Mem0
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
def store_writing_preferences():
|
||||
"""Store your writing preferences in Mem0."""
|
||||
|
||||
|
||||
preferences = """My writing preferences:
|
||||
1. Use headings and sub-headings for structure.
|
||||
2. Keep paragraphs concise (8–10 sentences max).
|
||||
@@ -61,9 +131,41 @@ def store_writing_preferences():
|
||||
|
||||
return response
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
def store_writing_preferences():
|
||||
"""Store your writing preferences in Mem0."""
|
||||
|
||||
preferences = """My writing preferences:
|
||||
1. Use headings and sub-headings for structure.
|
||||
2. Keep paragraphs concise (8–10 sentences max).
|
||||
3. Incorporate specific numbers and statistics.
|
||||
4. Provide concrete examples.
|
||||
5. Use bullet points for clarity.
|
||||
6. Avoid jargon and buzzwords."""
|
||||
|
||||
messages = [
|
||||
{"role": "user", "content": "Here are my writing style preferences."},
|
||||
{"role": "assistant", "content": preferences},
|
||||
]
|
||||
|
||||
response = memory.add(
|
||||
messages,
|
||||
user_id=USER_ID,
|
||||
run_id=RUN_ID,
|
||||
metadata={"type": "preferences", "category": "writing_style"},
|
||||
)
|
||||
|
||||
return response
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
## Editing Content Using Stored Preferences
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
def apply_writing_style(original_content):
|
||||
"""Use preferences stored in Mem0 to guide content rewriting."""
|
||||
@@ -107,29 +209,73 @@ Preferences:
|
||||
|
||||
return clean_response
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
def apply_writing_style(original_content):
|
||||
"""Use preferences stored in Mem0 to guide content rewriting."""
|
||||
|
||||
results = memory.search(
|
||||
query="What are my writing style preferences?",
|
||||
user_id=USER_ID,
|
||||
run_id=RUN_ID,
|
||||
)
|
||||
|
||||
if not results:
|
||||
print("No preferences found.")
|
||||
return None
|
||||
|
||||
preferences = "\n".join(r["memory"] for r in results.get("results", []))
|
||||
|
||||
system_prompt = f"""
|
||||
You are a writing assistant.
|
||||
|
||||
Apply the following writing style preferences to improve the user's content:
|
||||
|
||||
Preferences:
|
||||
{preferences}
|
||||
"""
|
||||
|
||||
messages = [
|
||||
{"role": "system", "content": system_prompt},
|
||||
{"role": "user", "content": f"""Original Content:
|
||||
{original_content}"""},
|
||||
]
|
||||
|
||||
# Ollama via OpenAI-compatible API
|
||||
response = ollama_chat.chat.completions.create(
|
||||
model=CHAT_MODEL,
|
||||
messages=messages,
|
||||
)
|
||||
clean_response = response.choices[0].message.content.strip()
|
||||
|
||||
return clean_response
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
## Complete Workflow: Content Editing
|
||||
|
||||
```python
|
||||
def content_writing_workflow(content):
|
||||
"""Automated workflow for editing a document based on writing preferences."""
|
||||
|
||||
|
||||
# Store writing preferences (if not already stored)
|
||||
store_writing_preferences() # Ideally done once, or with a conditional check
|
||||
|
||||
|
||||
# Edit the document with Mem0 preferences
|
||||
edited_content = apply_writing_style(content)
|
||||
|
||||
|
||||
if not edited_content:
|
||||
return "Failed to edit document."
|
||||
|
||||
|
||||
# Display results
|
||||
print("\n=== ORIGINAL DOCUMENT ===\n")
|
||||
print(content)
|
||||
|
||||
|
||||
print("\n=== EDITED DOCUMENT ===\n")
|
||||
print(edited_content)
|
||||
|
||||
|
||||
return edited_content
|
||||
```
|
||||
|
||||
@@ -138,8 +284,8 @@ def content_writing_workflow(content):
|
||||
```python
|
||||
# Define your document
|
||||
original_content = """Project Proposal
|
||||
|
||||
The following proposal outlines our strategy for the Q3 marketing campaign.
|
||||
|
||||
The following proposal outlines our strategy for the Q3 marketing campaign.
|
||||
We believe this approach will significantly increase our market share.
|
||||
|
||||
Increase brand awareness
|
||||
@@ -160,8 +306,8 @@ Your document will be transformed into a structured, well-formatted version base
|
||||
### Original Document
|
||||
```
|
||||
Project Proposal
|
||||
|
||||
The following proposal outlines our strategy for the Q3 marketing campaign.
|
||||
|
||||
The following proposal outlines our strategy for the Q3 marketing campaign.
|
||||
We believe this approach will significantly increase our market share.
|
||||
|
||||
Increase brand awareness
|
||||
@@ -204,7 +350,7 @@ This proposal outlines our strategy for the Q3 marketing campaign. We aim to sig
|
||||
|
||||
### Conclusion
|
||||
|
||||
We believe this strategy will effectively increase our market share. To achieve these goals, we need your support and collaboration. Let’s work together to make this campaign a success. Please review the proposal and provide your feedback by the end of the week.
|
||||
We believe this strategy will effectively increase our market share. To achieve these goals, we need your support and collaboration. Let's work together to make this campaign a success. Please review the proposal and provide your feedback by the end of the week.
|
||||
```
|
||||
|
||||
Mem0 enables a seamless, intelligent content-writing workflow, perfect for content creators, marketers, and technical writers looking to scale their personal tone and structure across work.
|
||||
|
||||
@@ -18,11 +18,36 @@ Email overload is a common challenge for many professionals. By leveraging Mem0'
|
||||
|
||||
## Setup
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
Before you begin, ensure you have the required dependencies installed:
|
||||
|
||||
```bash
|
||||
pip install mem0ai openai
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
Here we use **Mem0 open source** (`Memory`): all local, no API keys needed for memory. Vectors in **Qdrant**, LLM and embeddings via **Ollama**.
|
||||
|
||||
### Installation
|
||||
|
||||
Install the required dependencies:
|
||||
|
||||
```bash
|
||||
pip install mem0ai qdrant-client openai ollama
|
||||
```
|
||||
|
||||
Then start Qdrant and pull the Ollama models:
|
||||
|
||||
```bash
|
||||
docker run -d -p 6333:6333 qdrant/qdrant
|
||||
ollama pull llama3.1:latest
|
||||
ollama pull nomic-embed-text:latest
|
||||
```
|
||||
|
||||
<Note>You can swap `nomic-embed-text` for any Ollama-supported embedding model (e.g., `snowflake-arctic-embed`, `mxbai-embed-large`). Just update the `model` in the `embedder` config and set `embedding_model_dims` in the Qdrant config to match the model's output dimensions (768 for `nomic-embed-text`).</Note>
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
## Implementation
|
||||
|
||||
@@ -30,6 +55,8 @@ pip install mem0ai openai
|
||||
|
||||
The following example shows how to create a basic email processing system with Mem0:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
import os
|
||||
from mem0 import MemoryClient
|
||||
@@ -45,11 +72,11 @@ class EmailProcessor:
|
||||
def __init__(self):
|
||||
"""Initialize the Email Processor with Mem0 memory client"""
|
||||
self.client = client
|
||||
|
||||
|
||||
def process_email(self, email_content, user_id):
|
||||
"""
|
||||
Process an email and store it in Mem0 memory
|
||||
|
||||
|
||||
Args:
|
||||
email_content (str): Raw email content
|
||||
user_id (str): User identifier for memory association
|
||||
@@ -57,20 +84,20 @@ class EmailProcessor:
|
||||
# Parse email
|
||||
parser = Parser()
|
||||
email = parser.parsestr(email_content)
|
||||
|
||||
|
||||
# Extract email details
|
||||
sender = email['from']
|
||||
recipient = email['to']
|
||||
subject = email['subject']
|
||||
date = email['date']
|
||||
body = self._get_email_body(email)
|
||||
|
||||
|
||||
# Create message object for Mem0
|
||||
message = {
|
||||
"role": "user",
|
||||
"content": f"Email from {sender}: {subject}\n\n{body}"
|
||||
}
|
||||
|
||||
|
||||
# Create metadata for better retrieval
|
||||
metadata = {
|
||||
"email_type": "incoming",
|
||||
@@ -79,18 +106,18 @@ class EmailProcessor:
|
||||
"subject": subject,
|
||||
"date": date
|
||||
}
|
||||
|
||||
|
||||
# Store in Mem0 with appropriate categories
|
||||
response = self.client.add(
|
||||
messages=[message],
|
||||
user_id=user_id,
|
||||
metadata=metadata,
|
||||
categories=["email", "correspondence"],
|
||||
|
||||
|
||||
)
|
||||
|
||||
|
||||
return response
|
||||
|
||||
|
||||
def _get_email_body(self, email):
|
||||
"""Extract the body content from an email"""
|
||||
# Simplified extraction - in real-world, handle multipart emails
|
||||
@@ -100,7 +127,7 @@ class EmailProcessor:
|
||||
return part.get_payload(decode=True).decode()
|
||||
else:
|
||||
return email.get_payload(decode=True).decode()
|
||||
|
||||
|
||||
def search_emails(self, query, user_id, sender=None):
|
||||
"""
|
||||
Search through stored emails
|
||||
@@ -132,7 +159,7 @@ class EmailProcessor:
|
||||
results = self.client.search(query=query, filters=filters)
|
||||
|
||||
return results
|
||||
|
||||
|
||||
def get_email_thread(self, subject, user_id):
|
||||
"""
|
||||
Retrieve all emails in a thread based on subject
|
||||
@@ -182,6 +209,208 @@ processor.process_email(sample_email, user_id)
|
||||
meeting_emails = processor.search_emails("meeting schedule", user_id)
|
||||
print(f"Found {len(meeting_emails['results'])} relevant emails")
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
from mem0 import Memory
|
||||
from email.parser import Parser
|
||||
|
||||
OLLAMA_URL = "http://localhost:11434"
|
||||
|
||||
# Set up Mem0 with local providers
|
||||
memory = Memory.from_config({
|
||||
"vector_store": {
|
||||
"provider": "qdrant",
|
||||
"config": {
|
||||
"collection_name": "email_intelligence",
|
||||
"host": "localhost",
|
||||
"port": 6333,
|
||||
"embedding_model_dims": 768,
|
||||
},
|
||||
},
|
||||
"llm": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": "llama3.1:latest",
|
||||
"temperature": 0,
|
||||
"max_tokens": 2000,
|
||||
"ollama_base_url": OLLAMA_URL,
|
||||
},
|
||||
},
|
||||
"embedder": {
|
||||
"provider": "ollama",
|
||||
"config": {
|
||||
"model": "nomic-embed-text:latest",
|
||||
"ollama_base_url": OLLAMA_URL,
|
||||
},
|
||||
},
|
||||
})
|
||||
|
||||
class EmailProcessor:
|
||||
def __init__(self):
|
||||
"""Initialize the Email Processor with Mem0 memory"""
|
||||
self.memory = memory
|
||||
|
||||
def process_email(self, email_content, user_id):
|
||||
"""
|
||||
Process an email and store it in Mem0 memory
|
||||
|
||||
Args:
|
||||
email_content (str): Raw email content
|
||||
user_id (str): User identifier for memory association
|
||||
"""
|
||||
# Parse email
|
||||
parser = Parser()
|
||||
email = parser.parsestr(email_content)
|
||||
|
||||
# Extract email details
|
||||
sender = email["from"]
|
||||
recipient = email["to"]
|
||||
subject = email["subject"]
|
||||
date = email["date"]
|
||||
body = self._get_email_body(email)
|
||||
|
||||
# Create message object for Mem0
|
||||
message = {
|
||||
"role": "user",
|
||||
"content": f"Email from {sender}: {subject}\n\n{body}",
|
||||
}
|
||||
|
||||
# Create metadata for better retrieval
|
||||
# In OSS, categories are modeled as metadata fields
|
||||
metadata = {
|
||||
"email_type": "incoming",
|
||||
"memory_category": "email",
|
||||
"sender": sender,
|
||||
"recipient": recipient,
|
||||
"subject": subject,
|
||||
"date": date,
|
||||
}
|
||||
|
||||
# Store in Mem0
|
||||
response = self.memory.add(
|
||||
message,
|
||||
user_id=user_id,
|
||||
metadata=metadata,
|
||||
)
|
||||
|
||||
return response
|
||||
|
||||
def _get_email_body(self, email):
|
||||
"""Extract the body content from an email"""
|
||||
if email.is_multipart():
|
||||
for part in email.walk():
|
||||
if part.get_content_type() == "text/plain":
|
||||
return part.get_payload(decode=True).decode()
|
||||
else:
|
||||
return email.get_payload(decode=True).decode()
|
||||
|
||||
def search_emails(self, query, user_id, sender=None):
|
||||
"""
|
||||
Search through stored emails
|
||||
|
||||
Args:
|
||||
query (str): Search query
|
||||
user_id (str): User identifier
|
||||
sender (str, optional): Filter by sender email address
|
||||
"""
|
||||
# In OSS, user_id is an explicit parameter (not inside filters)
|
||||
if not sender:
|
||||
results = self.memory.search(
|
||||
query=query,
|
||||
user_id=user_id,
|
||||
filters={"memory_category": "email"},
|
||||
)
|
||||
else:
|
||||
results = self.memory.search(
|
||||
query=query,
|
||||
user_id=user_id,
|
||||
filters={
|
||||
"AND": [
|
||||
{"memory_category": "email"},
|
||||
{"sender": sender},
|
||||
]
|
||||
},
|
||||
)
|
||||
|
||||
return results
|
||||
|
||||
def get_email_thread(self, subject, user_id):
|
||||
"""
|
||||
Retrieve all emails in a thread based on subject
|
||||
|
||||
Args:
|
||||
subject (str): Email subject to match
|
||||
user_id (str): User identifier
|
||||
"""
|
||||
# In OSS, user_id is an explicit parameter
|
||||
thread = self.memory.get_all(
|
||||
user_id=user_id,
|
||||
filters={
|
||||
"AND": [
|
||||
{"memory_category": "email"},
|
||||
{"subject": {"icontains": subject}},
|
||||
]
|
||||
},
|
||||
)
|
||||
|
||||
return thread
|
||||
|
||||
# Initialize the processor
|
||||
processor = EmailProcessor()
|
||||
|
||||
# Example raw email
|
||||
sample_email = """From: alice@example.com
|
||||
To: bob@example.com
|
||||
Subject: Meeting Schedule Update
|
||||
Date: Mon, 15 Jul 2024 14:22:05 -0700
|
||||
|
||||
Hi Bob,
|
||||
|
||||
I wanted to update you on the schedule for our upcoming project meeting.
|
||||
We'll be meeting this Thursday at 2pm instead of Friday.
|
||||
|
||||
Could you please prepare your section of the presentation?
|
||||
|
||||
Thanks,
|
||||
Alice
|
||||
"""
|
||||
|
||||
# Process and store the email
|
||||
user_id = "bob@example.com"
|
||||
processor.process_email(sample_email, user_id)
|
||||
|
||||
# Later, search for emails about meetings
|
||||
meeting_emails = processor.search_emails("meeting schedule", user_id)
|
||||
print(f"Found {len(meeting_emails['results'])} relevant emails")
|
||||
```
|
||||
|
||||
<Note>
|
||||
**Categories vs Metadata:** The Platform version uses `categories=["email"]` which are AI-assigned by Mem0. In open source, categories are modeled as `metadata` fields (e.g., `memory_category`) that you set on each `add` call and filter on during search.
|
||||
</Note>
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
### Fetching Memories
|
||||
|
||||
You can fetch all the memories at any point in time using the following code:
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
meeting_emails = processor.search_emails("meeting schedule", user_id)
|
||||
for m in meeting_emails['results']:
|
||||
print(m['memory'])
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
meeting_emails = processor.search_emails("meeting schedule", user_id)
|
||||
for m in meeting_emails["results"]:
|
||||
print(m["memory"])
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
|
||||
## Key Features and Benefits
|
||||
|
||||
|
||||
+46
-16
@@ -4,9 +4,9 @@
|
||||
"description": "Mem0 is a self-improving memory layer for LLM applications, enabling personalized AI experiences that save costs and delight users.",
|
||||
"theme": "aspen",
|
||||
"colors": {
|
||||
"primary": "#9C58FA",
|
||||
"light": "#9C58FA",
|
||||
"dark": "#9C58FA"
|
||||
"primary": "#8F74E0",
|
||||
"light": "#8F74E0",
|
||||
"dark": "#8F74E0"
|
||||
},
|
||||
"favicon": "/logo/favicon.png",
|
||||
"logo": {
|
||||
@@ -42,6 +42,7 @@
|
||||
"platform/overview",
|
||||
"vibecoding",
|
||||
"platform/mem0-mcp",
|
||||
"platform/cli",
|
||||
"platform/platform-vs-oss",
|
||||
"platform/quickstart"
|
||||
]
|
||||
@@ -132,6 +133,26 @@
|
||||
"pages": [
|
||||
"platform/contribute"
|
||||
]
|
||||
},
|
||||
{
|
||||
"group": "Release Notes",
|
||||
"icon": "rocket",
|
||||
"pages": [
|
||||
"changelog"
|
||||
]
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"tab": "OpenClaw",
|
||||
"groups": [
|
||||
{
|
||||
"group": "Agent Harness",
|
||||
"icon": "robot",
|
||||
"pages": [
|
||||
"integrations/openclaw",
|
||||
"integrations/hermes"
|
||||
]
|
||||
}
|
||||
]
|
||||
},
|
||||
@@ -392,7 +413,6 @@
|
||||
"integrations/autogen",
|
||||
"integrations/agno",
|
||||
"integrations/camel-ai",
|
||||
"integrations/openclaw",
|
||||
"integrations/openai-agents-sdk",
|
||||
"integrations/google-ai-adk",
|
||||
"integrations/mastra",
|
||||
@@ -429,6 +449,28 @@
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"tab": "Agent Plugins",
|
||||
"groups": [
|
||||
{
|
||||
"group": "Coding Agents",
|
||||
"icon": "terminal",
|
||||
"pages": [
|
||||
"integrations/claude-code",
|
||||
"integrations/cursor",
|
||||
"integrations/codex"
|
||||
]
|
||||
},
|
||||
{
|
||||
"group": "Agent Harness",
|
||||
"icon": "robot",
|
||||
"pages": [
|
||||
"integrations/openclaw",
|
||||
"integrations/hermes"
|
||||
]
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"tab": "API Reference",
|
||||
"groups": [
|
||||
@@ -516,18 +558,6 @@
|
||||
]
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"tab": "Release Notes",
|
||||
"groups": [
|
||||
{
|
||||
"group": "Changelog",
|
||||
"icon": "rocket",
|
||||
"pages": [
|
||||
"changelog"
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
Binary file not shown.
|
After Width: | Height: | Size: 62 KiB |
Binary file not shown.
|
After Width: | Height: | Size: 55 KiB |
@@ -381,4 +381,32 @@ Here are the available integrations for Mem0:
|
||||
>
|
||||
Build AI agents with persistent memory using Mastra's framework and tools.
|
||||
</Card>
|
||||
<Card
|
||||
title="OpenAI Agents SDK"
|
||||
icon="robot"
|
||||
href="/integrations/openai-agents-sdk"
|
||||
>
|
||||
Integrate Mem0 with the OpenAI Agents SDK for persistent memory across multi-agent workflows.
|
||||
</Card>
|
||||
<Card
|
||||
title="Google ADK"
|
||||
icon="google"
|
||||
href="/integrations/google-ai-adk"
|
||||
>
|
||||
Integrate Mem0 with Google Agent Development Kit for persistent memory across multi-agent workflows.
|
||||
</Card>
|
||||
<Card
|
||||
title="Flowise"
|
||||
icon="diagram-project"
|
||||
href="/integrations/flowise"
|
||||
>
|
||||
Add persistent Mem0 memory to Flowise chatflows for context-aware conversations in the low-code builder.
|
||||
</Card>
|
||||
<Card
|
||||
title="AWS Bedrock"
|
||||
icon="cloud"
|
||||
href="/integrations/aws-bedrock"
|
||||
>
|
||||
Use Mem0 with AWS Bedrock and OpenSearch Service for cloud-native persistent semantic memory storage.
|
||||
</Card>
|
||||
</CardGroup>
|
||||
|
||||
@@ -0,0 +1,156 @@
|
||||
---
|
||||
title: Claude Code
|
||||
description: "Add persistent memory to Claude Code and Claude Cowork with the Mem0 plugin — MCP server, lifecycle hooks, and SDK skill."
|
||||
---
|
||||
|
||||
Add persistent memory to [**Claude Code**](https://docs.anthropic.com/en/docs/claude-code) (CLI) and **Claude Cowork** (desktop app) with the Mem0 plugin. Your agent forgets everything between sessions — this plugin fixes that by connecting to Mem0's cloud memory layer via MCP, automatically capturing learnings at key lifecycle points, and retrieving relevant context before every response.
|
||||
|
||||
## Overview
|
||||
|
||||
1. **MCP Server** — Connect to Mem0's remote MCP server for memory tools (add, search, update, delete)
|
||||
2. **Lifecycle Hooks** — Automatic memory capture at session start, context compaction, task completion, and session end
|
||||
3. **SDK Skill** — Teaches the agent how to integrate the Mem0 SDK into your applications
|
||||
4. **Zero local dependencies** — Cloud-hosted MCP server, no local setup required
|
||||
|
||||
## Prerequisites
|
||||
|
||||
Before setting up Mem0 with Claude Code, ensure you have:
|
||||
|
||||
1. A Mem0 Platform account and API key:
|
||||
- [Sign up at app.mem0.ai](https://app.mem0.ai)
|
||||
- [Get your API key](https://app.mem0.ai/dashboard/api-keys) (starts with `m0-`)
|
||||
|
||||
2. Claude Code CLI or Claude Cowork desktop app installed
|
||||
|
||||
3. Your API key exported in your shell:
|
||||
|
||||
```bash
|
||||
export MEM0_API_KEY="m0-your-api-key"
|
||||
```
|
||||
|
||||
## Installation
|
||||
|
||||
### Option A — Plugin Marketplace (Recommended)
|
||||
|
||||
Install the full plugin including MCP server, lifecycle hooks, and SDK skill:
|
||||
|
||||
```
|
||||
/plugin marketplace add mem0ai/mem0
|
||||
/plugin install mem0@mem0-plugins
|
||||
```
|
||||
|
||||
**Claude Cowork desktop app:** Open the Cowork tab, click **Customize** in the sidebar, click **Browse plugins**, and install Mem0.
|
||||
|
||||
### Option B — MCP Only
|
||||
|
||||
Add the Mem0 MCP server directly with a single command:
|
||||
|
||||
```bash
|
||||
npx mcp-add \
|
||||
--name mem0-mcp \
|
||||
--type http \
|
||||
--url "https://mcp.mem0.ai/mcp" \
|
||||
--clients "claude code"
|
||||
```
|
||||
|
||||
This gives you the MCP tools but not the lifecycle hooks or SDK skill.
|
||||
|
||||
### Option C — Manual MCP Configuration
|
||||
|
||||
Add to your Claude Code MCP config (`.mcp.json`):
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mem0": {
|
||||
"type": "http",
|
||||
"url": "https://mcp.mem0.ai/mcp/",
|
||||
"headers": {
|
||||
"Authorization": "Token ${MEM0_API_KEY}"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
<Info icon="check">
|
||||
Start a new session and ask: *"List my mem0 entities"* or *"Search my memories for hello"*. If the `mem0` tools appear and respond, you're all set.
|
||||
</Info>
|
||||
|
||||
## What's Included
|
||||
|
||||
| Component | Plugin Install | MCP Only |
|
||||
|-----------|:--------------:|:--------:|
|
||||
| MCP Server (9 memory tools) | Yes | Yes |
|
||||
| Lifecycle Hooks | Yes | No |
|
||||
| Mem0 SDK Skill | Yes | No |
|
||||
|
||||
## Available MCP Tools
|
||||
|
||||
Once installed, the following tools are available in every Claude Code session:
|
||||
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `add_memory` | Save text or conversation history for a user/agent |
|
||||
| `search_memories` | Semantic search across memories with filters |
|
||||
| `get_memories` | List memories with filters and pagination |
|
||||
| `get_memory` | Retrieve a specific memory by ID |
|
||||
| `update_memory` | Overwrite a memory's text by ID |
|
||||
| `delete_memory` | Delete a single memory by ID |
|
||||
| `delete_all_memories` | Bulk delete all memories in scope |
|
||||
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
|
||||
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
|
||||
|
||||
## Lifecycle Hooks
|
||||
|
||||
When installed via the plugin marketplace, Mem0 hooks into Claude Code's lifecycle to automatically manage memory:
|
||||
|
||||
### Session Start
|
||||
On every new session, the plugin prompts Claude to call `search_memories` to load relevant context from prior sessions. On resumed or post-compaction sessions, it adjusts the prompt accordingly.
|
||||
|
||||
### User Prompt
|
||||
Before processing each user message, the plugin searches Mem0 for memories relevant to the current prompt and injects them into context. Short prompts (< 20 characters) are skipped to minimize latency.
|
||||
|
||||
### Pre-Compaction
|
||||
Before context compaction, the plugin prompts Claude to store a comprehensive session summary — including goals, accomplishments, decisions, modified files, and current state — so nothing is lost.
|
||||
|
||||
### Task Completed
|
||||
After each task completion, the plugin prompts Claude to extract and store key learnings: successful strategies, failed approaches, architectural decisions, and new conventions.
|
||||
|
||||
### Session End
|
||||
When Claude finishes responding, the plugin prompts for any unstored learnings and captures transcript state via the Mem0 REST API as a background safety net.
|
||||
|
||||
## Example Workflow
|
||||
|
||||
```text
|
||||
# Session 1: Working on a feature
|
||||
You: Let's refactor the auth module to use JWT tokens instead of sessions.
|
||||
|
||||
# Claude searches memories, finds nothing relevant, proceeds with the work.
|
||||
# After completing the task, Mem0 stores:
|
||||
# - Decision: "Migrated auth from sessions to JWT tokens"
|
||||
# - Files modified: auth/middleware.ts, auth/token.ts
|
||||
# - User preference: "Prefers TypeScript, uses ESLint"
|
||||
|
||||
# Session 2 (days later): Related work
|
||||
You: Add refresh token rotation to the auth system.
|
||||
|
||||
# Claude searches memories, retrieves the JWT migration context.
|
||||
# Knows the file structure, decisions made, and user preferences.
|
||||
# Continues seamlessly without re-explaining the codebase.
|
||||
```
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
- **"Connection failed"** — Verify `MEM0_API_KEY` is set in your shell: `echo $MEM0_API_KEY`
|
||||
- **No tools appearing** — Restart your Claude Code session after installation
|
||||
- **Memories not being captured** — Ensure you installed via the plugin marketplace (Option A) for lifecycle hooks. MCP-only installs require manual memory operations.
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Mem0 MCP Setup" icon="puzzle-piece" href="/platform/mem0-mcp">
|
||||
Detailed MCP configuration for all clients
|
||||
</Card>
|
||||
<Card title="Codex Integration" icon={<svg width="24" height="25" viewBox="0 0 24 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M20.5565 10.6338C21.0009 9.27575 20.8528 7.76958 20.1367 6.53501C19.0503 4.63378 16.8528 3.67081 14.7046 4.11526C13.7663 3.05353 12.3836 2.46094 10.9515 2.46094C8.75399 2.46094 6.82807 3.86835 6.13671 5.94242C4.7293 6.23872 3.51943 7.10291 2.80338 8.36217C1.71696 10.2634 1.96387 12.6338 3.42066 14.2634C2.97622 15.6461 3.14906 17.1276 3.8651 18.3622C4.95152 20.2634 7.14906 21.2511 9.2972 20.7819C10.2602 21.8437 11.6182 22.4609 13.0503 22.4609C15.2478 22.4609 17.1737 21.0535 17.8651 18.9795C19.2725 18.6832 20.4824 17.819 21.1984 16.5597C22.2849 14.6585 22.0379 12.2634 20.5565 10.6338ZM13.0503 21.1523C12.1614 21.1523 11.3219 20.856 10.6552 20.2881C10.6799 20.2634 10.754 20.2387 10.7787 20.214L14.754 17.9177C14.9515 17.7943 15.075 17.5967 15.075 17.3498V11.7449L16.754 12.7079C16.7787 12.7079 16.7787 12.7325 16.7787 12.7572V17.3992C16.8034 19.4733 15.1244 21.1523 13.0503 21.1523ZM5.00091 17.7202C4.55646 16.9548 4.40831 16.0659 4.55646 15.2017C4.58115 15.2264 4.63054 15.2511 4.67992 15.2758L8.65523 17.572C8.85276 17.6955 9.09967 17.6955 9.2972 17.572L14.1614 14.7572V16.7079C14.1614 16.7325 14.1614 16.7572 14.1367 16.7572L10.112 19.0782C8.33424 20.1153 6.03794 19.498 5.00091 17.7202ZM3.96387 9.02884C4.40831 8.26341 5.09967 7.69551 5.91449 7.37452V12.1153C5.91449 12.3375 6.03794 12.5597 6.23548 12.6832L11.0997 15.498L9.42066 16.4609C9.39597 16.4609 9.37128 16.4856 9.37128 16.4609L5.34659 14.1399C3.51943 13.1029 2.92683 10.8066 3.96387 9.02884ZM17.791 12.2387L12.9268 9.4239L14.6058 8.46094C14.6305 8.46094 14.6552 8.43625 14.6552 8.46094L18.6799 10.7819C20.4824 11.819 21.075 14.1153 20.0379 15.893C19.5935 16.6585 18.9021 17.2264 18.0873 17.5227V12.8066C18.112 12.5844 17.9886 12.3622 17.791 12.2387ZM19.4454 9.7202C19.4207 9.69551 19.3713 9.67081 19.3219 9.64612L15.3466 7.34983C15.1491 7.22637 14.9021 7.22637 14.7046 7.34983L9.84041 10.1646V8.21402C9.84041 8.18933 9.84041 8.16464 9.86511 8.16464L13.8898 5.84365C15.6923 4.80662 17.9639 5.4239 19.0009 7.22637C19.4454 7.96711 19.5935 8.856 19.4454 9.7202ZM8.92683 13.177L7.24782 12.214C7.22313 12.214 7.22313 12.1893 7.22313 12.1646V7.52267C7.22313 5.44859 8.90214 3.76958 10.9762 3.76958C11.8651 3.76958 12.7046 4.06588 13.3713 4.63378C13.3466 4.65847 13.2972 4.68316 13.2478 4.70785L9.27251 7.00415C9.07498 7.1276 8.95152 7.32514 8.95152 7.57205V13.177H8.92683ZM9.84041 11.2017L12.0133 9.94242L14.1861 11.2017V13.6955L12.0133 14.9548L9.84041 13.6955V11.2017Z" fill="currentColor"/></svg>} href="/integrations/codex">
|
||||
Add Mem0 memory to OpenAI Codex workflows
|
||||
</Card>
|
||||
</CardGroup>
|
||||
@@ -0,0 +1,212 @@
|
||||
---
|
||||
title: Codex
|
||||
description: "Add persistent memory to OpenAI Codex with the Mem0 plugin — MCP server, memory protocol skill, and plugin marketplace support."
|
||||
---
|
||||
|
||||
Add persistent memory to [**OpenAI Codex**](https://openai.com/index/codex/) with the Mem0 plugin. Codex forgets everything between tasks — this plugin fixes that by connecting to Mem0's cloud memory layer via MCP and using a skill-based memory protocol to automatically retrieve context and store learnings.
|
||||
|
||||
## Overview
|
||||
|
||||
1. **MCP Server** — Connect to Mem0's remote MCP server for memory tools (add, search, update, delete)
|
||||
2. **Memory Protocol Skill** — Instructs the agent to retrieve memories at task start, store learnings on completion, and capture session state before context loss
|
||||
3. **Plugin Marketplace** — Install via Codex's repo-level or personal plugin marketplace
|
||||
4. **Zero local dependencies** — Cloud-hosted MCP server, no local setup required
|
||||
|
||||
## Prerequisites
|
||||
|
||||
Before setting up Mem0 with Codex, ensure you have:
|
||||
|
||||
1. A Mem0 Platform account and API key:
|
||||
- [Sign up at app.mem0.ai](https://app.mem0.ai)
|
||||
- [Get your API key](https://app.mem0.ai/dashboard/api-keys) (starts with `m0-`)
|
||||
|
||||
2. OpenAI Codex access
|
||||
|
||||
3. Your API key exported in your shell:
|
||||
|
||||
```bash
|
||||
export MEM0_API_KEY="m0-your-api-key"
|
||||
```
|
||||
|
||||
## Installation
|
||||
|
||||
### Option A — Repo Marketplace (Recommended for Teams)
|
||||
|
||||
Add a `.agents/plugins/marketplace.json` to your repository root:
|
||||
|
||||
```json
|
||||
{
|
||||
"name": "mem0-plugins",
|
||||
"interface": {
|
||||
"displayName": "Mem0 Plugins"
|
||||
},
|
||||
"plugins": [
|
||||
{
|
||||
"name": "mem0",
|
||||
"source": {
|
||||
"source": "local",
|
||||
"path": "./plugins/mem0"
|
||||
},
|
||||
"policy": {
|
||||
"installation": "AVAILABLE",
|
||||
"authentication": "ON_INSTALL"
|
||||
},
|
||||
"category": "Productivity"
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
Then in Codex, browse the repo's plugin directory and install Mem0.
|
||||
|
||||
### Option B — Personal Marketplace
|
||||
|
||||
Add to `~/.agents/plugins/marketplace.json`:
|
||||
|
||||
```json
|
||||
{
|
||||
"name": "mem0-plugins",
|
||||
"interface": {
|
||||
"displayName": "Mem0 Plugins"
|
||||
},
|
||||
"plugins": [
|
||||
{
|
||||
"name": "mem0",
|
||||
"source": {
|
||||
"source": "local",
|
||||
"path": "/path/to/mem0-plugin"
|
||||
},
|
||||
"policy": {
|
||||
"installation": "AVAILABLE",
|
||||
"authentication": "ON_INSTALL"
|
||||
},
|
||||
"category": "Productivity"
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
### Option C — Manual MCP Configuration
|
||||
|
||||
Add to your Codex MCP config:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mem0": {
|
||||
"type": "http",
|
||||
"url": "https://mcp.mem0.ai/mcp/",
|
||||
"headers": {
|
||||
"Authorization": "Token ${MEM0_API_KEY}"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
<Info icon="check">
|
||||
Start a new Codex task and ask: *"List my mem0 entities"* or *"Search my memories for hello"*. If the `mem0` tools appear and respond, you're all set.
|
||||
</Info>
|
||||
|
||||
## What's Included
|
||||
|
||||
| Component | Plugin Install | MCP Only |
|
||||
|-----------|:--------------:|:--------:|
|
||||
| MCP Server (9 memory tools) | Yes | Yes |
|
||||
| Memory Protocol Skill | Yes | No |
|
||||
| Mem0 SDK Skill | Yes | No |
|
||||
|
||||
## Available MCP Tools
|
||||
|
||||
Once installed, the following tools are available in every Codex session:
|
||||
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `add_memory` | Save text or conversation history for a user/agent |
|
||||
| `search_memories` | Semantic search across memories with filters |
|
||||
| `get_memories` | List memories with filters and pagination |
|
||||
| `get_memory` | Retrieve a specific memory by ID |
|
||||
| `update_memory` | Overwrite a memory's text by ID |
|
||||
| `delete_memory` | Delete a single memory by ID |
|
||||
| `delete_all_memories` | Bulk delete all memories in scope |
|
||||
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
|
||||
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
|
||||
|
||||
## Memory Protocol Skill
|
||||
|
||||
Codex uses a skill-based approach instead of lifecycle hooks. When installed via the plugin marketplace, the memory protocol skill instructs the agent to:
|
||||
|
||||
### On Every New Task
|
||||
1. Call `search_memories` with a query related to the current task to load relevant context
|
||||
2. Review returned memories to understand what was learned in prior sessions
|
||||
3. Optionally call `get_memories` to browse all stored memories
|
||||
|
||||
### After Completing Significant Work
|
||||
Store key learnings using `add_memory` with structured metadata:
|
||||
|
||||
| What to store | Metadata type |
|
||||
|--------------|---------------|
|
||||
| Architectural decisions | `{"type": "decision"}` |
|
||||
| Strategies that worked | `{"type": "task_learning"}` |
|
||||
| Failed approaches | `{"type": "anti_pattern"}` |
|
||||
| User preferences observed | `{"type": "user_preference"}` |
|
||||
| Environment discoveries | `{"type": "environmental"}` |
|
||||
| Conventions established | `{"type": "convention"}` |
|
||||
|
||||
### Before Losing Context
|
||||
Store a comprehensive session summary including goals, accomplishments, decisions, files modified, and current state with metadata `{"type": "session_state"}`.
|
||||
|
||||
## Plugin Manifest
|
||||
|
||||
The Codex plugin manifest (`.codex-plugin/plugin.json`) follows the Codex plugin specification:
|
||||
|
||||
```json
|
||||
{
|
||||
"name": "mem0",
|
||||
"version": "0.1.0",
|
||||
"description": "Mem0 memory layer for AI applications.",
|
||||
"skills": "./skills/",
|
||||
"mcpServers": "./.codex-mcp.json",
|
||||
"interface": {
|
||||
"displayName": "Mem0",
|
||||
"shortDescription": "Persistent memory layer for AI coding workflows",
|
||||
"category": "Productivity",
|
||||
"capabilities": ["Read", "Write"]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
## Example Workflow
|
||||
|
||||
```text
|
||||
# Task 1: Setting up a new service
|
||||
You: Create a REST API for the notifications service using Express and TypeScript.
|
||||
|
||||
# Codex searches memories, finds user preferences from prior tasks.
|
||||
# After completing the task, Mem0 stores:
|
||||
# - Decision: "Notifications service uses Express + TypeScript + Zod validation"
|
||||
# - Convention: "All API routes follow /api/v1/{resource} pattern"
|
||||
# - Preference: "User prefers explicit error types over generic catch-all"
|
||||
|
||||
# Task 2 (days later): Extending the service
|
||||
You: Add WebSocket support for real-time notification delivery.
|
||||
|
||||
# Codex searches memories, retrieves the architecture decisions and conventions.
|
||||
# Follows the same patterns established in the first task.
|
||||
```
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
- **"Connection failed"** — Verify `MEM0_API_KEY` is set in your shell: `echo $MEM0_API_KEY`
|
||||
- **No tools appearing** — Restart your Codex session after plugin installation
|
||||
- **Plugin not found** — Ensure `.agents/plugins/marketplace.json` is at the repository root and `source.path` points to the correct plugin directory
|
||||
- **Skills not loading** — Verify the `skills` field in `plugin.json` points to a valid directory containing `SKILL.md` files
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Mem0 MCP Setup" icon="puzzle-piece" href="/platform/mem0-mcp">
|
||||
Detailed MCP configuration for all clients
|
||||
</Card>
|
||||
<Card title="Claude Code Integration" icon={<svg width="24" height="25" viewBox="0 0 24 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M5.92888 16.2181L9.86008 14.0122L9.92585 13.8199L9.86008 13.7137H9.66782L9.01009 13.6732L6.76369 13.6125L4.81581 13.5315L2.92863 13.4303L2.45304 13.3292L2.00781 12.7423L2.05335 12.4488L2.45304 12.1807L3.02476 12.2313L4.28962 12.3173L6.18692 12.4488L7.56309 12.5298L9.60204 12.7423H9.92585L9.97138 12.6107L9.86008 12.5298L9.77407 12.4488L7.811 11.1182L5.68603 9.71165L4.57295 8.90214L3.97088 8.49233L3.66731 8.10781L3.53577 7.26794L4.08219 6.66587L4.81581 6.71646L5.00301 6.76706L5.74674 7.33877L7.33541 8.56822L9.40979 10.0962L9.71335 10.3491L9.83478 10.2631L9.84996 10.2024L9.71335 9.97475L8.5851 7.93579L7.38095 5.86141L6.84465 5.00131L6.70298 4.48524C6.65239 4.27275 6.61697 4.09567 6.61697 3.87811L7.23928 3.03318L7.58332 2.92188L8.41307 3.03318L8.76218 3.33675L9.27824 4.5156L10.113 6.37242L11.4083 8.89708L11.7877 9.64588L11.9901 10.339L12.066 10.5515H12.1975V10.4301L12.3038 9.00839L12.5011 7.26288L12.6934 5.01649L12.7591 4.38406L13.0728 3.62514L13.6951 3.21532L14.1808 3.44806L14.5805 4.01978L14.5249 4.38912L14.2871 5.93225L13.8216 8.35066L13.5181 9.96969H13.6951L13.8975 9.76731L14.7171 8.67953L16.0933 6.95931L16.7005 6.27629L17.4088 5.52243L17.8641 5.16321H18.7242L19.3567 6.10427L19.0733 7.07568L18.1879 8.19888L17.4543 9.15006L16.4019 10.5667L15.7442 11.7L15.8049 11.7911L15.9618 11.7759L18.3397 11.27L19.6248 11.0372L21.1578 10.7741L21.851 11.0979L21.9269 11.4268L21.6537 12.0997L20.0144 12.5045L18.0918 12.889L15.2282 13.567L15.1927 13.5923L15.2332 13.6428L16.5234 13.7643L17.0749 13.7946H18.4257L20.9403 13.9818L21.598 14.4169L21.9926 14.9482L21.9269 15.3529L20.915 15.869L19.5489 15.5452L16.3615 14.7863L15.2686 14.5131H15.1168V14.6041L16.0275 15.4946L17.6972 17.0023L19.7867 18.9451L19.893 19.4258L19.6248 19.8053L19.3415 19.7648L17.5049 18.3835L16.7966 17.7612L15.1927 16.4104H15.0865V16.552L15.4558 17.0934L17.4088 20.0279L17.51 20.9285L17.3683 21.2219L16.8624 21.399L16.3058 21.2978L15.1624 19.6939L13.9835 17.8877L13.0324 16.2687L12.916 16.3345L12.3544 22.3805L12.0913 22.6891L11.4842 22.9219L10.9782 22.5374L10.7101 21.915L10.9782 20.6856L11.302 19.0818L11.5651 17.8068L11.8029 16.2232L11.9446 15.697L11.9345 15.6616L11.8181 15.6767L10.6241 17.316L8.80771 19.7698L7.37083 21.3079L7.02679 21.4445L6.42977 21.1359L6.48542 20.5844L6.81935 20.0936L8.80771 17.5639L10.0068 15.9955L10.7809 15.0898L10.7758 14.9583H10.7303L5.44824 18.3886L4.50718 18.51L4.10242 18.1306L4.15302 17.5083L4.34528 17.3059L5.93394 16.213L5.92888 16.2181Z" fill="currentColor"/></svg>} href="/integrations/claude-code">
|
||||
Add Mem0 memory to Claude Code workflows
|
||||
</Card>
|
||||
</CardGroup>
|
||||
@@ -0,0 +1,148 @@
|
||||
---
|
||||
title: Cursor
|
||||
description: "Add persistent memory to Cursor with the Mem0 plugin — MCP server, lifecycle hooks, and SDK skill for context-aware coding."
|
||||
---
|
||||
|
||||
Add persistent memory to [**Cursor**](https://cursor.com) with the Mem0 plugin. Your AI assistant forgets everything between sessions — this plugin fixes that by connecting to Mem0's cloud memory layer via MCP, automatically capturing learnings at key lifecycle points, and retrieving relevant context before every response.
|
||||
|
||||
## Overview
|
||||
|
||||
1. **MCP Server** — Connect to Mem0's remote MCP server for memory tools (add, search, update, delete)
|
||||
2. **Lifecycle Hooks** — Automatic memory capture at session start, compaction, and user prompts (Marketplace install)
|
||||
3. **SDK Skill** — Teaches the agent how to integrate the Mem0 SDK into your applications
|
||||
4. **Zero local dependencies** — Cloud-hosted MCP server, no local setup required
|
||||
|
||||
## Prerequisites
|
||||
|
||||
Before setting up Mem0 with Cursor, ensure you have:
|
||||
|
||||
1. A Mem0 Platform account and API key:
|
||||
- [Sign up at app.mem0.ai](https://app.mem0.ai)
|
||||
- [Get your API key](https://app.mem0.ai/dashboard/api-keys) (starts with `m0-`)
|
||||
|
||||
2. Cursor installed ([cursor.com](https://cursor.com))
|
||||
|
||||
3. Your API key exported in your shell:
|
||||
|
||||
```bash
|
||||
export MEM0_API_KEY="m0-your-api-key"
|
||||
```
|
||||
|
||||
<Warning>
|
||||
Already have `mem0` configured as an MCP server in Cursor? Remove the existing entry from your Cursor MCP settings before installing to avoid duplicate tools.
|
||||
</Warning>
|
||||
|
||||
## Installation
|
||||
|
||||
### Option A — One-Click Deeplink (MCP Only)
|
||||
|
||||
The fastest way to get started. Click the link below to install the Mem0 MCP server directly in Cursor:
|
||||
|
||||
[Install Mem0 MCP in Cursor](cursor://anysphere.cursor-deeplink/mcp/install?name=mem0&config=eyJtY3BTZXJ2ZXJzIjp7Im1lbTAiOnsidXJsIjoiaHR0cHM6Ly9tY3AubWVtMC5haS9tY3AvIiwiaGVhZGVycyI6eyJBdXRob3JpemF0aW9uIjoiVG9rZW4gJHtlbnY6TUVNMF9BUElfS0VZfSJ9fX19)
|
||||
|
||||
### Option B — npx (MCP Only)
|
||||
|
||||
```bash
|
||||
npx mcp-add \
|
||||
--name mem0-mcp \
|
||||
--type http \
|
||||
--url "https://mcp.mem0.ai/mcp" \
|
||||
--clients "cursor"
|
||||
```
|
||||
|
||||
### Option C — Manual Configuration (MCP Only)
|
||||
|
||||
Add the following to your `.cursor/mcp.json`:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mem0": {
|
||||
"url": "https://mcp.mem0.ai/mcp/",
|
||||
"headers": {
|
||||
"Authorization": "Token ${env:MEM0_API_KEY}"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### Option D — Cursor Marketplace (Full Plugin)
|
||||
|
||||
Install from the [Cursor Marketplace](https://cursor.com/marketplace) for the complete experience including lifecycle hooks, the Mem0 SDK skill, and automatic memory capture.
|
||||
|
||||
<Info icon="check">
|
||||
Start a new Cursor session and ask: *"List my mem0 entities"* or *"Search my memories for hello"*. If the `mem0` tools appear and respond, you're all set.
|
||||
</Info>
|
||||
|
||||
## What's Included
|
||||
|
||||
| Component | Marketplace Install | Deeplink / Manual / npx |
|
||||
|-----------|:-------------------:|:-----------------------:|
|
||||
| MCP Server (9 memory tools) | Yes | Yes |
|
||||
| Lifecycle Hooks | Yes | No |
|
||||
| Mem0 SDK Skill | Yes | No |
|
||||
|
||||
## Available MCP Tools
|
||||
|
||||
Once installed, the following tools are available in every Cursor session:
|
||||
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `add_memory` | Save text or conversation history for a user/agent |
|
||||
| `search_memories` | Semantic search across memories with filters |
|
||||
| `get_memories` | List memories with filters and pagination |
|
||||
| `get_memory` | Retrieve a specific memory by ID |
|
||||
| `update_memory` | Overwrite a memory's text by ID |
|
||||
| `delete_memory` | Delete a single memory by ID |
|
||||
| `delete_all_memories` | Bulk delete all memories in scope |
|
||||
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
|
||||
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
|
||||
|
||||
## Lifecycle Hooks (Marketplace Install)
|
||||
|
||||
When installed via the Cursor Marketplace, Mem0 hooks into Cursor's lifecycle:
|
||||
|
||||
### Session Start
|
||||
On every new session, the plugin prompts the agent to call `search_memories` to load relevant context from prior sessions.
|
||||
|
||||
### User Prompt
|
||||
Before processing each user message, the plugin searches Mem0 for relevant memories and injects them into context. Short prompts are skipped to minimize latency.
|
||||
|
||||
### Pre-Compaction
|
||||
Before context compaction, the plugin captures a comprehensive session summary so nothing is lost when the context window resets.
|
||||
|
||||
## Example Workflow
|
||||
|
||||
```text
|
||||
# Session 1: Debugging a performance issue
|
||||
You: The API endpoint /users is taking 3 seconds. Help me optimize it.
|
||||
|
||||
# Cursor agent searches memories, proceeds with investigation.
|
||||
# After completing the task, Mem0 stores:
|
||||
# - Learning: "N+1 query in UserService.getAll() — fixed with eager loading"
|
||||
# - Decision: "Added database index on users.email column"
|
||||
# - Preference: "User prefers query-level fixes over caching"
|
||||
|
||||
# Session 2 (next week): Similar issue
|
||||
You: The /orders endpoint is also slow, same pattern as before.
|
||||
|
||||
# Agent searches memories, retrieves the optimization learnings.
|
||||
# Immediately checks for N+1 queries and missing indexes.
|
||||
```
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
- **"Connection failed"** — Verify `MEM0_API_KEY` is set: `echo $MEM0_API_KEY`
|
||||
- **Duplicate tools** — If you had a previous MCP config for `mem0`, remove it before installing the plugin
|
||||
- **No tools appearing** — Go to Cursor Settings > MCP and verify the `mem0` server shows as connected
|
||||
- **Hooks not running** — Hooks require the Marketplace install (Option D). Deeplink/manual installs only provide MCP tools.
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Mem0 MCP Setup" icon="puzzle-piece" href="/platform/mem0-mcp">
|
||||
Detailed MCP configuration for all clients
|
||||
</Card>
|
||||
<Card title="Claude Code Integration" icon={<svg width="24" height="25" viewBox="0 0 24 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M5.92888 16.2181L9.86008 14.0122L9.92585 13.8199L9.86008 13.7137H9.66782L9.01009 13.6732L6.76369 13.6125L4.81581 13.5315L2.92863 13.4303L2.45304 13.3292L2.00781 12.7423L2.05335 12.4488L2.45304 12.1807L3.02476 12.2313L4.28962 12.3173L6.18692 12.4488L7.56309 12.5298L9.60204 12.7423H9.92585L9.97138 12.6107L9.86008 12.5298L9.77407 12.4488L7.811 11.1182L5.68603 9.71165L4.57295 8.90214L3.97088 8.49233L3.66731 8.10781L3.53577 7.26794L4.08219 6.66587L4.81581 6.71646L5.00301 6.76706L5.74674 7.33877L7.33541 8.56822L9.40979 10.0962L9.71335 10.3491L9.83478 10.2631L9.84996 10.2024L9.71335 9.97475L8.5851 7.93579L7.38095 5.86141L6.84465 5.00131L6.70298 4.48524C6.65239 4.27275 6.61697 4.09567 6.61697 3.87811L7.23928 3.03318L7.58332 2.92188L8.41307 3.03318L8.76218 3.33675L9.27824 4.5156L10.113 6.37242L11.4083 8.89708L11.7877 9.64588L11.9901 10.339L12.066 10.5515H12.1975V10.4301L12.3038 9.00839L12.5011 7.26288L12.6934 5.01649L12.7591 4.38406L13.0728 3.62514L13.6951 3.21532L14.1808 3.44806L14.5805 4.01978L14.5249 4.38912L14.2871 5.93225L13.8216 8.35066L13.5181 9.96969H13.6951L13.8975 9.76731L14.7171 8.67953L16.0933 6.95931L16.7005 6.27629L17.4088 5.52243L17.8641 5.16321H18.7242L19.3567 6.10427L19.0733 7.07568L18.1879 8.19888L17.4543 9.15006L16.4019 10.5667L15.7442 11.7L15.8049 11.7911L15.9618 11.7759L18.3397 11.27L19.6248 11.0372L21.1578 10.7741L21.851 11.0979L21.9269 11.4268L21.6537 12.0997L20.0144 12.5045L18.0918 12.889L15.2282 13.567L15.1927 13.5923L15.2332 13.6428L16.5234 13.7643L17.0749 13.7946H18.4257L20.9403 13.9818L21.598 14.4169L21.9926 14.9482L21.9269 15.3529L20.915 15.869L19.5489 15.5452L16.3615 14.7863L15.2686 14.5131H15.1168V14.6041L16.0275 15.4946L17.6972 17.0023L19.7867 18.9451L19.893 19.4258L19.6248 19.8053L19.3415 19.7648L17.5049 18.3835L16.7966 17.7612L15.1927 16.4104H15.0865V16.552L15.4558 17.0934L17.4088 20.0279L17.51 20.9285L17.3683 21.2219L16.8624 21.399L16.3058 21.2978L15.1624 19.6939L13.9835 17.8877L13.0324 16.2687L12.916 16.3345L12.3544 22.3805L12.0913 22.6891L11.4842 22.9219L10.9782 22.5374L10.7101 21.915L10.9782 20.6856L11.302 19.0818L11.5651 17.8068L11.8029 16.2232L11.9446 15.697L11.9345 15.6616L11.8181 15.6767L10.6241 17.316L8.80771 19.7698L7.37083 21.3079L7.02679 21.4445L6.42977 21.1359L6.48542 20.5844L6.81935 20.0936L8.80771 17.5639L10.0068 15.9955L10.7809 15.0898L10.7758 14.9583H10.7303L5.44824 18.3886L4.50718 18.51L4.10242 18.1306L4.15302 17.5083L4.34528 17.3059L5.93394 16.213L5.92888 16.2181Z" fill="currentColor"/></svg>} href="/integrations/claude-code">
|
||||
Add Mem0 memory to Claude Code workflows
|
||||
</Card>
|
||||
</CardGroup>
|
||||
@@ -0,0 +1,106 @@
|
||||
---
|
||||
title: Hermes Agent
|
||||
description: "Add long-term memory to Hermes agents using Mem0 as a pluggable memory provider with automatic background sync and zero-latency prefetch."
|
||||
---
|
||||
|
||||
Add long-term memory to [Hermes Agent](https://github.com/NousResearch/hermes-agent) — a self-improving AI agent CLI by Nous Research. Hermes has a pluggable memory system, and Mem0 is one of the supported providers. Once enabled, Mem0 automatically learns facts from your conversations and surfaces relevant ones before each turn — all without slowing down the chat.
|
||||
|
||||
## Overview
|
||||
|
||||
Hermes runs a built-in memory system (file-based `MEMORY.md` and `USER.md`) alongside one external provider. When Mem0 is active, it works additively with the built-in system at three key moments in every conversation turn:
|
||||
|
||||
### 1. Before the Agent Responds (Prefetch)
|
||||
|
||||
When you send a message, Hermes checks if it already has cached Mem0 search results from the previous turn. If so, those memories are injected into the system prompt so the LLM can see them. This is **zero-latency** — no waiting for an API call.
|
||||
|
||||
### 2. After the Agent Responds (Sync)
|
||||
|
||||
Once the LLM finishes responding, Hermes sends the `(user message, assistant response)` pair to Mem0's API in a **background thread**. Mem0's server-side LLM automatically extracts facts (e.g., "user prefers Python", "user works at Acme Corp") — you don't have to tell it what to remember.
|
||||
|
||||
### 3. Background Prefetch for Next Turn
|
||||
|
||||
At the same time as sync, Hermes kicks off a background search on Mem0 to pre-load relevant memories for the next turn. By the time you type your next message, the memories are already cached.
|
||||
|
||||
## Agent Tools
|
||||
|
||||
When Mem0 is active, the LLM gets three extra tools it can call during conversations:
|
||||
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `mem0_profile` | Fetch all stored memories about the user |
|
||||
| `mem0_search` | Semantic search through memories (supports optional reranking via `rerank` and `top_k` parameters) |
|
||||
| `mem0_conclude` | Store a specific fact verbatim — uses `infer=False` so no server-side LLM extraction happens |
|
||||
|
||||
## Installation
|
||||
|
||||
Install Hermes Agent:
|
||||
|
||||
```bash
|
||||
curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash
|
||||
source ~/.bashrc
|
||||
```
|
||||
|
||||
The `mem0ai` Python package is automatically installed when you enable the Mem0 provider — no manual pip install needed.
|
||||
|
||||
## Setup
|
||||
|
||||
### Option 1: Interactive Setup Wizard (Recommended)
|
||||
|
||||
```bash
|
||||
hermes memory setup
|
||||
```
|
||||
|
||||
Select **mem0** as the provider and enter your Mem0 API key when prompted. The wizard writes your config to `~/.hermes/mem0.json`.
|
||||
|
||||
<Note>Get your API key from [app.mem0.ai](https://app.mem0.ai).</Note>
|
||||
|
||||
### Option 2: Manual Configuration
|
||||
|
||||
```bash
|
||||
hermes config set memory.provider mem0
|
||||
echo "MEM0_API_KEY=your-api-key" >> ~/.hermes/.env
|
||||
```
|
||||
|
||||
Then in your `config.yaml`:
|
||||
|
||||
```yaml
|
||||
memory:
|
||||
provider: mem0
|
||||
```
|
||||
|
||||
That's it — Mem0 runs automatically from this point.
|
||||
|
||||
## Configuration Options
|
||||
|
||||
Configuration is stored in `~/.hermes/mem0.json`. Values can also be set via environment variables.
|
||||
|
||||
| Key | Env Variable | Default | Description |
|
||||
|-----|-------------|---------|-------------|
|
||||
| `api_key` | `MEM0_API_KEY` | — | **Required.** Mem0 Platform API key |
|
||||
| `user_id` | `MEM0_USER_ID` | `hermes-user` | User identifier for scoping memories |
|
||||
| `agent_id` | `MEM0_AGENT_ID` | `hermes` | Agent identifier |
|
||||
| `rerank` | — | `true` | Enable reranking for memory recall |
|
||||
|
||||
|
||||
## Reliability
|
||||
|
||||
- **Circuit Breaker** — If Mem0's API fails 5 times in a row, Hermes stops calling it for 2 minutes, then retries. The agent keeps working fine without memory during that time.
|
||||
- **Non-blocking** — All Mem0 API calls happen in background daemon threads. A slow or failed API call never blocks your conversation.
|
||||
- **Thread-safe** — The Mem0 client uses lazy initialization with locking, safe for concurrent access.
|
||||
|
||||
## Key Features
|
||||
|
||||
1. **Zero-Latency Recall** — Memories are prefetched in the background and cached, ready before you type
|
||||
2. **Server-side Extraction** — Mem0's API automatically extracts and deduplicates facts from each exchange
|
||||
3. **Non-blocking** — All API calls run in background daemon threads
|
||||
4. **Fault Tolerant** — Circuit breaker ensures the agent works even if Mem0 is temporarily unreachable
|
||||
5. **Additive Memory** — Works alongside Hermes' built-in file-based memory system (MEMORY.md, USER.md)
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="OpenClaw Integration" icon={<svg width="24" height="24" viewBox="0 0 500 500" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" d="m153.5 173.5q24.62 1.46 46 13.5 12.11 8.1 17.5 21.5 0.74 2.45 0.5 5 0.09 0.81 1 1 1.48-4.9 1-10 5.04 10.48 1.5 22-9.81 27.86-35.5 42.5-26.17 14.97-56 19.5-2.77-0.4-2 1 2.86 1.27 6 1 25.64 1.53 48.5-10 0.34 10.08 2 20 1.08 5.76 5 10 1 1.5 0 3-31.11 20.84-68.5 17.5-23.7-5.7-32.5-28.5-4.39-9.18-3.5-19 15.41 6.23 32 4.5-20.68-6.39-39-18-34.81-27.22-12.5-65.5 11.84-14.83 29-23 4.21 7.66 11.5 12.5 3 1 6 0-26.04-34.62-29-78-0.13-8.46 2-16.5 1 6.5 2 13 3.43 39.53 24.5 73 2.03 2.28 4.5 4 0.5-1.25 1-2.5-1.27-6.54-5-12 0.5-0.75 1-1.5 9.72-3.43 20-4 0.55 10.34 8 17.5 1.94 0.74 4 0.5-17.8-64.6 16.5-122 0.98-1.79 1.5 0-28.21 56.64-13.5 118 1.08 1.43 2.5 0.5 2.21-4.98 2-10.5z" fill="currentColor"/><path fill-rule="evenodd" d="m454.5 97.5q-1.33 11.18-8.5 20-21.81 26.28-55.5 32-1.11-0.2-2 0.5 2.31 2.82 5.5 4.5 1 2 0 4-9.56 11.3-19.5 20 19.71-8.72 31-27 2.68-0.43 5 1-14.24 30.97-48 36.5-9.93 1.71-20 1.5-6.8-0.48-13 1 5.81 6.92 14 11-10.78 16.03-27 26.5 27.16-7.4 38-33.5 4.34 1.35 9 1-9.08 23.84-33 33.5-18.45 6.41-38 7 22.59 8.92 45-1 12.05-5.52 24-11 9.01-1.79 17 2.5 5.28-4.38 11-8 12.8-6.07 27-5 0 0.5 0 1-19.34 2.69-34 15.5 0.5 0.25 1 0.5 17.79-8.09 36-15 2.71-0.79 5-2 2.5-1 5-2 5.53-4.04 11-8 11.7-4.18 24-6.5 7.78-1.36 15 1.5-2.97 18.45-13.5 34-34.92 49.37-94.5 62.5-59.27 12.45-108-23-15.53-12.52-21.5-31.5-2.47-14.26 4-27-3.15 24.41 14 42-4.92-10.28-7-22-1.97-17.63 7-33 47.28-69.5 125.5-100 15.86-3.42 32-5.5 18.63-1.47 37 1.5z" fill="currentColor"/><path fill-rule="evenodd" d="m231.5 238.5q1.31-0.2 2 1-3.13 28.62 15 51-16.25 6.75-27-7.5-1-1-2 0 14.73 29.34 46 18.5 1.79 0.52 0 1.5-37.63 16.82-50.5-22.5-5.1-26.48 16.5-42z" fill="currentColor"/><path fill-rule="evenodd" d="m203.5 266.5q1.31-0.2 2 1-2.48 22.08 12 39-6.99 1.35-14 0.5 4.59 4.08 10 7-8.71 0.28-14.5-6.5-16.98-22.76 4.5-41z" fill="currentColor"/><path fill-rule="evenodd" d="m58.5 284.5q9.6-2.17 14.5 6 5.15 14.18-1 28-11.05-13.14-27.5-17.5 5.15-9.9 14-16.5z" fill="currentColor"/><path fill-rule="evenodd" d="m56.5 313.5q3.43 5.43 8 10-4.88 0.44-8 4-1.11-0.2-2 0.5 28.91 1.65 38 28.5 0.45 3.16-1 6-11.02-7.01-23-12.5-4.75-3.75-9.5-7.5 1.47 7.42 7 13 8.34 27.18 32 43 0.99 2.41-1.5 3.5-40.25 5.58-66.5-25.5-15.67-22.01-8-48 10.46-23.87 34.5-15z" fill="currentColor"/><path fill-rule="evenodd" d="m198.5 319.5q1.44 0.68 2.5 2 2.41 8.23 6 16 1.2 2.64-0.5 5-30.65 21.41-68 18.5-25.16-6.17-32.5-30.5 6.96 4.99 15.5 6.5 8.99 0.75 18 0.5 16.25 2.38 32-2.5 15.9-3.94 27-15.5z" fill="currentColor"/><path fill-rule="evenodd" d="m239.5 342.5q7.02-0.25 14 0.5 4.46 1.06 8 3.5-5.2 2.35-10 5.5-3.88 4.65-9 7.5-9.89-3.09-9.5-13 2.36-3.63 6.5-4z" fill="currentColor"/><path fill-rule="evenodd" d="m214.5 349.5q5.96 7.2 13.5 13 1 1 0 2-28.58 23.34-65.5 20.5-18.15-4.24-27.5-19.5 1.13 0.94 2.5 1.5 14.7 1.42 29-1.5 26.57-0.52 48-16z" fill="currentColor"/><path fill-rule="evenodd" d="m302.5 373.5q0.21 2.44-2 3.5-28.69 7.6-50.5-12.5-0.06-6.71 6.5-9 4.45-0.75 9-1 22.26 2.27 37 19z" fill="currentColor"/><path fill-rule="evenodd" d="m232.5 365.5q17.6 6.19 10.5 23-10.6 10.42-25.5 11.5-25.94 3.21-49-9 36.75-1.65 64-25.5z" fill="currentColor"/><path fill-rule="evenodd" d="m113.5 367.5q7.7-0.01 9.5 7-9.69 7.19-18.5 15.5-7.23 5.76-5.5-3.5 3.12-12.84 14.5-19z" fill="currentColor"/><path fill-rule="evenodd" d="m126.5 380.5q7.88-0.4 12 6.5-8.5 7.25-17 14.5-5.62-12.55 5-21z" fill="currentColor"/><path fill-rule="evenodd" d="m283.5 385.5q3.22 2.95 7 5.5 2.8 4.03 6 7.5 0.42 2.77-2 4-15.5-9.75-31-19.5-1.79-0.98 0-1.5 9.96 2.49 20 4z" fill="currentColor"/></svg>} href="/integrations/openclaw">
|
||||
Add memory to OpenClaw agents with auto-recall and auto-capture
|
||||
</Card>
|
||||
<Card title="Mem0 Platform" icon="rocket" href="/platform/overview">
|
||||
Get your API key and explore the Mem0 dashboard
|
||||
</Card>
|
||||
</CardGroup>
|
||||
+51
-42
@@ -4,16 +4,16 @@ description: "Mem0 is a universal, self-improving memory layer for LLM applicati
|
||||
mode: "custom"
|
||||
---
|
||||
|
||||
{/* debug: welcome-layout-v2 */}
|
||||
{/* debug: welcome-layout-v3-grid */}
|
||||
|
||||
<div className="px-4 pt-16 pb-12 lg:pt-20 max-w-4xl mx-auto text-center space-y-6">
|
||||
<h1 className="text-3xl lg:text-4xl font-bold text-gray-900 dark:text-zinc-50 tracking-tight mb-3">
|
||||
Build with <span className="text-primary">mem0</span>
|
||||
<div className="px-4 pt-8 pb-4 lg:pt-10 max-w-4xl mx-auto text-center space-y-3">
|
||||
<h1 className="text-3xl lg:text-4xl font-bold text-gray-900 dark:text-zinc-50 tracking-tight mb-2">
|
||||
Build with <span className="text-primary">Mem0</span>
|
||||
</h1>
|
||||
|
||||
<p className="max-w-2xl mx-auto text-base text-gray-600 dark:text-zinc-400 leading-relaxed">
|
||||
Universal, Self-improving memory layer for LLM applications.
|
||||
</p>
|
||||
<p className="max-w-2xl mx-auto text-base text-gray-600 dark:text-zinc-400 leading-relaxed">
|
||||
Universal, Self-improving memory layer for LLM applications.
|
||||
</p>
|
||||
|
||||
<a
|
||||
href="/platform/quickstart"
|
||||
@@ -24,31 +24,25 @@ mode: "custom"
|
||||
</a>
|
||||
</div>
|
||||
|
||||
<section className="px-4 max-w-6xl mx-auto space-y-4">
|
||||
<div className="text-center">
|
||||
<h2 className="text-xl font-semibold text-gray-900 dark:text-zinc-100">
|
||||
Mem0 Products
|
||||
</h2>
|
||||
</div>
|
||||
|
||||
<div className="grid gap-6 sm:grid-cols-2">
|
||||
<section className="px-4 pt-4 pb-6 max-w-6xl mx-auto">
|
||||
<div className="grid gap-4 sm:grid-cols-2 lg:grid-cols-3">
|
||||
<a
|
||||
href="/platform/overview"
|
||||
className="group flex h-full flex-col overflow-hidden rounded-2xl border border-gray-200 dark:border-zinc-800/40 bg-white dark:bg-zinc-900/40 transition hover:border-primary/60 hover:bg-gray-50 dark:hover:bg-zinc-900"
|
||||
>
|
||||
<img
|
||||
className="block dark:hidden aspect-[4/3] w-full object-cover"
|
||||
className="block dark:hidden aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/light/mem0_platform.png"
|
||||
alt="Mem0 Platform thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block aspect-[4/3] w-full object-cover"
|
||||
className="hidden dark:block aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/dark/mem0_platform.png"
|
||||
alt="Mem0 Platform thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<div className="flex flex-1 flex-col gap-3 px-5 pb-6 pt-5 text-left">
|
||||
<div className="flex flex-1 flex-col gap-2 px-4 pb-4 pt-3 text-left">
|
||||
<h3 className="text-base font-semibold text-gray-900 dark:text-zinc-100 group-hover:text-primary">
|
||||
Mem0 Platform
|
||||
</h3>
|
||||
@@ -63,18 +57,18 @@ mode: "custom"
|
||||
className="group flex h-full flex-col overflow-hidden rounded-2xl border border-gray-200 dark:border-zinc-800/40 bg-white dark:bg-zinc-900/40 transition hover:border-primary/60 hover:bg-gray-50 dark:hover:bg-zinc-900"
|
||||
>
|
||||
<img
|
||||
className="block dark:hidden aspect-[4/3] w-full object-cover"
|
||||
className="block dark:hidden aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/light/mem0_open_source.png"
|
||||
alt="Mem0 Open Source thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block aspect-[4/3] w-full object-cover"
|
||||
className="hidden dark:block aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/dark/mem0_open_source.png"
|
||||
alt="Mem0 Open Source thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<div className="flex flex-1 flex-col gap-3 px-5 pb-6 pt-5 text-left">
|
||||
<div className="flex flex-1 flex-col gap-2 px-4 pb-4 pt-3 text-left">
|
||||
<h3 className="text-base font-semibold text-gray-900 dark:text-zinc-100 group-hover:text-primary">
|
||||
Mem0 Open Source
|
||||
</h3>
|
||||
@@ -84,34 +78,23 @@ mode: "custom"
|
||||
</div>
|
||||
</a>
|
||||
|
||||
</div>
|
||||
</section>
|
||||
|
||||
<section className="px-4 pt-12 pb-20 max-w-6xl mx-auto space-y-4">
|
||||
<div className="text-center">
|
||||
<h2 className="text-xl font-semibold text-gray-900 dark:text-zinc-100">
|
||||
Developer Resources
|
||||
</h2>
|
||||
</div>
|
||||
|
||||
<div className="grid gap-6 sm:grid-cols-2 lg:grid-cols-3">
|
||||
<a
|
||||
href="/cookbooks/overview"
|
||||
className="group flex h-full flex-col overflow-hidden rounded-2xl border border-gray-200 dark:border-zinc-800/40 bg-white dark:bg-zinc-900/40 transition hover:border-primary/60 hover:bg-gray-50 dark:hover:bg-zinc-900"
|
||||
>
|
||||
<img
|
||||
className="block dark:hidden aspect-[4/3] w-full object-cover"
|
||||
className="block dark:hidden aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/light/Cookbooks.png"
|
||||
alt="Cookbooks thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block aspect-[4/3] w-full object-cover"
|
||||
className="hidden dark:block aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/dark/Cookbooks.png"
|
||||
alt="Cookbooks thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<div className="flex flex-1 flex-col gap-3 px-5 pb-6 pt-5 text-left">
|
||||
<div className="flex flex-1 flex-col gap-2 px-4 pb-4 pt-3 text-left">
|
||||
<h3 className="text-base font-semibold text-gray-900 dark:text-zinc-100 group-hover:text-primary">
|
||||
Cookbooks
|
||||
</h3>
|
||||
@@ -126,18 +109,18 @@ mode: "custom"
|
||||
className="group flex h-full flex-col overflow-hidden rounded-2xl border border-gray-200 dark:border-zinc-800/40 bg-white dark:bg-zinc-900/40 transition hover:border-primary/60 hover:bg-gray-50 dark:hover:bg-zinc-900"
|
||||
>
|
||||
<img
|
||||
className="block dark:hidden aspect-[4/3] w-full object-cover"
|
||||
className="block dark:hidden aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/light/Integrations.png"
|
||||
alt="Integrations thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block aspect-[4/3] w-full object-cover"
|
||||
className="hidden dark:block aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/dark/Integrations.png"
|
||||
alt="Integrations thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<div className="flex flex-1 flex-col gap-3 px-5 pb-6 pt-5 text-left">
|
||||
<div className="flex flex-1 flex-col gap-2 px-4 pb-4 pt-3 text-left">
|
||||
<h3 className="text-base font-semibold text-gray-900 dark:text-zinc-100 group-hover:text-primary">
|
||||
Integrations
|
||||
</h3>
|
||||
@@ -152,25 +135,51 @@ mode: "custom"
|
||||
className="group flex h-full flex-col overflow-hidden rounded-2xl border border-gray-200 dark:border-zinc-800/40 bg-white dark:bg-zinc-900/40 transition hover:border-primary/60 hover:bg-gray-50 dark:hover:bg-zinc-900"
|
||||
>
|
||||
<img
|
||||
className="block dark:hidden aspect-[4/3] w-full object-cover"
|
||||
className="block dark:hidden aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/light/API.png"
|
||||
alt="API reference thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block aspect-[4/3] w-full object-cover"
|
||||
className="hidden dark:block aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/dark/API.png"
|
||||
alt="API reference thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<div className="flex flex-1 flex-col gap-3 px-5 pb-6 pt-5 text-left">
|
||||
<div className="flex flex-1 flex-col gap-2 px-4 pb-4 pt-3 text-left">
|
||||
<h3 className="text-base font-semibold text-gray-900 dark:text-zinc-100 group-hover:text-primary">
|
||||
API reference
|
||||
API Reference
|
||||
</h3>
|
||||
<p className="text-sm text-gray-600 dark:text-zinc-400">
|
||||
Explore every REST endpoint with payload examples and usage guidance.
|
||||
</p>
|
||||
</div>
|
||||
</a>
|
||||
|
||||
<a
|
||||
href="/platform/cli"
|
||||
className="group flex h-full flex-col overflow-hidden rounded-2xl border border-gray-200 dark:border-zinc-800/40 bg-white dark:bg-zinc-900/40 transition hover:border-primary/60 hover:bg-gray-50 dark:hover:bg-zinc-900"
|
||||
>
|
||||
<img
|
||||
className="block dark:hidden aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/light/CLI.png"
|
||||
alt="CLI thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/dark/CLI.png"
|
||||
alt="CLI thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<div className="flex flex-1 flex-col gap-2 px-4 pb-4 pt-3 text-left">
|
||||
<h3 className="text-base font-semibold text-gray-900 dark:text-zinc-100 group-hover:text-primary">
|
||||
CLI
|
||||
</h3>
|
||||
<p className="text-sm text-gray-600 dark:text-zinc-400">
|
||||
Manage memories directly from your terminal. Built for developers and AI agents.
|
||||
</p>
|
||||
</div>
|
||||
</a>
|
||||
</div>
|
||||
</section>
|
||||
|
||||
+161
-68
@@ -14,11 +14,14 @@ Key differentiators:
|
||||
## Getting Started
|
||||
|
||||
- [Introduction](https://docs.mem0.ai/introduction): Overview of Mem0's memory layer for AI agents, including stateless vs stateful agents and how memory fits in the agent stack
|
||||
- [Platform Overview](https://docs.mem0.ai/platform/overview): Managed solution with 4-line integration, sub-50ms latency, and intuitive dashboard
|
||||
- [Vibe Code with Mem0](https://docs.mem0.ai/vibecoding): Single entry point for developers using AI coding tools (Claude Code, Cursor, Windsurf) with Mem0
|
||||
- [Mem0 MCP Server](https://docs.mem0.ai/platform/mem0-mcp): Model Context Protocol server for integrating Mem0 with AI coding assistants
|
||||
- [Platform vs Open Source](https://docs.mem0.ai/platform/platform-vs-oss): Compare managed platform vs self-hosted options
|
||||
- [Platform Quickstart](https://docs.mem0.ai/platform/quickstart): Get started with Mem0 Platform (managed) in minutes
|
||||
- [Open Source Overview](https://docs.mem0.ai/open-source/overview): Self-hosted solution with full infrastructure control and customization
|
||||
- [Open Source Python Quickstart](https://docs.mem0.ai/open-source/python-quickstart): Get started with Mem0 Open Source using Python
|
||||
- [Open Source Node.js Quickstart](https://docs.mem0.ai/open-source/node-quickstart): Get started with Mem0 Open Source using Node.js
|
||||
- [Platform Overview](https://docs.mem0.ai/platform/overview): Managed solution with 4-line integration, sub-50ms latency, and intuitive dashboard
|
||||
- [Open Source Overview](https://docs.mem0.ai/open-source/overview): Self-hosted solution with full infrastructure control and customization
|
||||
|
||||
## Core Concepts
|
||||
|
||||
@@ -28,20 +31,20 @@ Key differentiators:
|
||||
- [Memory Operations - Update](https://docs.mem0.ai/core-concepts/memory-operations/update): Modifying existing memories when new information conflicts or supplements stored data
|
||||
- [Memory Operations - Delete](https://docs.mem0.ai/core-concepts/memory-operations/delete): Removing outdated or irrelevant memories to maintain memory quality
|
||||
|
||||
## Platform (Managed Solution)
|
||||
## Platform Features
|
||||
|
||||
- [Platform Quickstart](https://docs.mem0.ai/platform/quickstart): Complete guide to using Mem0 Platform with Python, JavaScript, and cURL examples
|
||||
- [Platform vs Open Source](https://docs.mem0.ai/platform/platform-vs-oss): Compare managed platform vs self-hosted options
|
||||
- [Platform Features Overview](https://docs.mem0.ai/platform/features/platform-overview): High-level overview of all Mem0 Platform capabilities
|
||||
- [Advanced Memory Operations](https://docs.mem0.ai/platform/advanced-memory-operations): Sophisticated memory management techniques for complex applications
|
||||
|
||||
### Essential Platform Features
|
||||
- [V2 Memory Filters](https://docs.mem0.ai/platform/features/v2-memory-filters): Advanced filtering and querying capabilities
|
||||
### Essential Features
|
||||
- [V2 Memory Filters](https://docs.mem0.ai/platform/features/v2-memory-filters): Advanced filtering and querying capabilities for memories
|
||||
- [Entity-Scoped Memory](https://docs.mem0.ai/platform/features/entity-scoped-memory): Organize memories by user, agent, app, and session identifiers
|
||||
- [Async Client](https://docs.mem0.ai/platform/features/async-client): Non-blocking operations for high-concurrency applications
|
||||
- [Async Mode Default Changes](https://docs.mem0.ai/platform/features/async-mode-default-change): Understanding new async behavior defaults
|
||||
- [Multimodal Support](https://docs.mem0.ai/platform/features/multimodal-support): Integration of images and documents (JPG, PNG, MDX, TXT, PDF) via URLs or Base64
|
||||
- [Custom Categories](https://docs.mem0.ai/platform/features/custom-categories): Define domain-specific categories to improve memory organization
|
||||
- [Async Mode Default Changes](https://docs.mem0.ai/platform/features/async-mode-default-change): Understanding new async behavior defaults
|
||||
|
||||
### Advanced Platform Features
|
||||
### Advanced Features
|
||||
- [Graph Memory](https://docs.mem0.ai/platform/features/graph-memory): Build and query relationships between entities for contextually relevant retrieval
|
||||
- [Graph Threshold](https://docs.mem0.ai/platform/features/graph-threshold): Configure graph relationship sensitivity and strength
|
||||
- [Advanced Retrieval](https://docs.mem0.ai/platform/features/advanced-retrieval): Enhanced search with keyword search, reranking, and filtering capabilities
|
||||
@@ -59,10 +62,15 @@ Key differentiators:
|
||||
- [Webhooks](https://docs.mem0.ai/platform/features/webhooks): Real-time notifications for memory events
|
||||
- [Feedback Mechanism](https://docs.mem0.ai/platform/features/feedback-mechanism): Improve memory quality through user feedback
|
||||
- [Group Chat Support](https://docs.mem0.ai/platform/features/group-chat): Multi-conversation memory management
|
||||
- [MCP Integration](https://docs.mem0.ai/platform/features/mcp-integration): Model Context Protocol integration for AI coding tools
|
||||
|
||||
### Platform Support
|
||||
### Support & Migration
|
||||
- [FAQs](https://docs.mem0.ai/platform/faqs): Frequently asked questions about Mem0 Platform
|
||||
- [Contribute Guide](https://docs.mem0.ai/platform/contribute): Contributing to Mem0 Platform development
|
||||
- [OSS to Platform Migration](https://docs.mem0.ai/migration/oss-to-platform): Guide for migrating from open-source to managed platform
|
||||
- [V0 to V1 Migration](https://docs.mem0.ai/migration/v0-to-v1): Upgrading from Mem0 v0 to v1
|
||||
- [Breaking Changes](https://docs.mem0.ai/migration/breaking-changes): List of breaking changes across versions
|
||||
- [API Changes](https://docs.mem0.ai/migration/api-changes): Detailed API changes and migration paths
|
||||
|
||||
## Open Source
|
||||
|
||||
@@ -72,93 +80,130 @@ Key differentiators:
|
||||
- [Configuration Guide](https://docs.mem0.ai/open-source/configuration): Complete configuration options for self-hosted deployment
|
||||
|
||||
### Open Source Features
|
||||
- [OpenAI Compatibility](https://docs.mem0.ai/open-source/features/openai_compatibility): Seamless integration with OpenAI-compatible APIs
|
||||
- [REST API Server](https://docs.mem0.ai/open-source/features/rest-api): FastAPI-based server with core operations and OpenAPI documentation
|
||||
- [Features Overview](https://docs.mem0.ai/open-source/features/overview): Overview of all open-source features
|
||||
- [Graph Memory](https://docs.mem0.ai/open-source/features/graph-memory): Build and query entity relationships using graph stores like Neo4j
|
||||
- [Metadata Filtering](https://docs.mem0.ai/open-source/features/metadata-filtering): Advanced filtering using custom metadata fields
|
||||
- [Reranker Search](https://docs.mem0.ai/open-source/features/reranker-search): Enhanced search results with reranking models
|
||||
- [Async Memory](https://docs.mem0.ai/open-source/features/async-memory): Asynchronous memory operations for better performance
|
||||
- [Multimodal Support](https://docs.mem0.ai/open-source/features/multimodal-support): Handle text, images, and documents in self-hosted setup
|
||||
|
||||
### Customization
|
||||
- [Custom Fact Extraction](https://docs.mem0.ai/open-source/features/custom-fact-extraction-prompt): Tailor information extraction for specific use cases
|
||||
- [Custom Memory Update Prompt](https://docs.mem0.ai/open-source/features/custom-update-memory-prompt): Customize how memories are updated and merged
|
||||
- [REST API Server](https://docs.mem0.ai/open-source/features/rest-api): FastAPI-based server with core operations and OpenAPI documentation
|
||||
- [OpenAI Compatibility](https://docs.mem0.ai/open-source/features/openai_compatibility): Seamless integration with OpenAI-compatible APIs
|
||||
|
||||
## Components
|
||||
|
||||
### LLMs
|
||||
- [LLM Overview](https://docs.mem0.ai/components/llms/overview): Comprehensive guide to Large Language Model integration and configuration options
|
||||
- [Vector Database Overview](https://docs.mem0.ai/components/vectordbs/overview): Guide to supported vector databases for semantic memory storage
|
||||
- [Embeddings Overview](https://docs.mem0.ai/components/embedders/overview): Embedding model configuration for semantic understanding
|
||||
|
||||
### Supported LLMs
|
||||
|
||||
- [OpenAI](https://docs.mem0.ai/components/llms/models/openai): Integration with OpenAI models including GPT-4 and structured outputs
|
||||
- [LLM Configuration](https://docs.mem0.ai/components/llms/config): Configuration reference for LLM providers
|
||||
- [OpenAI](https://docs.mem0.ai/components/llms/models/openai): Integration with OpenAI models including GPT-4
|
||||
- [Anthropic](https://docs.mem0.ai/components/llms/models/anthropic): Claude model integration with advanced reasoning capabilities
|
||||
- [Google AI](https://docs.mem0.ai/components/llms/models/google_AI): Gemini model integration for multimodal applications
|
||||
- [Groq](https://docs.mem0.ai/components/llms/models/groq): High-performance LPU optimized models for fast inference
|
||||
- [AWS Bedrock](https://docs.mem0.ai/components/llms/models/aws_bedrock): Enterprise-grade AWS managed model integration
|
||||
- [Azure OpenAI](https://docs.mem0.ai/components/llms/models/azure_openai): Microsoft Azure hosted OpenAI models for enterprise environments
|
||||
- [Ollama](https://docs.mem0.ai/components/llms/models/ollama): Local model deployment for privacy-focused applications
|
||||
- [vLLM](https://docs.mem0.ai/components/llms/models/vllm): High-performance inference framework
|
||||
- [LM Studio](https://docs.mem0.ai/components/llms/models/lmstudio): Local model management and deployment
|
||||
- [Together](https://docs.mem0.ai/components/llms/models/together): Open-source model inference platform
|
||||
- [DeepSeek](https://docs.mem0.ai/components/llms/models/deepseek): Advanced reasoning models
|
||||
- [Sarvam](https://docs.mem0.ai/components/llms/models/sarvam): Indian language models
|
||||
- [XAI](https://docs.mem0.ai/components/llms/models/xAI): xAI models integration
|
||||
- [Groq](https://docs.mem0.ai/components/llms/models/groq): High-performance LPU optimized models for fast inference
|
||||
- [LiteLLM](https://docs.mem0.ai/components/llms/models/litellm): Unified LLM interface and proxy
|
||||
- [LangChain](https://docs.mem0.ai/components/llms/models/langchain): LangChain LLM integration
|
||||
- [OpenAI Structured](https://docs.mem0.ai/components/llms/models/openai_structured): OpenAI with structured output support
|
||||
- [Azure OpenAI Structured](https://docs.mem0.ai/components/llms/models/azure_openai_structured): Azure OpenAI with structured outputs
|
||||
|
||||
### Supported Vector Databases
|
||||
- [Mistral AI](https://docs.mem0.ai/components/llms/models/mistral_AI): Mistral model integration
|
||||
- [Google AI](https://docs.mem0.ai/components/llms/models/google_AI): Gemini model integration for multimodal applications
|
||||
- [AWS Bedrock](https://docs.mem0.ai/components/llms/models/aws_bedrock): Enterprise-grade AWS managed model integration
|
||||
- [DeepSeek](https://docs.mem0.ai/components/llms/models/deepseek): Advanced reasoning models
|
||||
- [MiniMax](https://docs.mem0.ai/components/llms/models/minimax): MiniMax model integration
|
||||
- [xAI](https://docs.mem0.ai/components/llms/models/xAI): xAI Grok models integration
|
||||
- [Sarvam](https://docs.mem0.ai/components/llms/models/sarvam): Indian language models
|
||||
- [LM Studio](https://docs.mem0.ai/components/llms/models/lmstudio): Local model management and deployment
|
||||
- [LangChain LLM](https://docs.mem0.ai/components/llms/models/langchain): LangChain LLM integration
|
||||
- [vLLM](https://docs.mem0.ai/components/llms/models/vllm): High-performance inference framework
|
||||
|
||||
### Vector Databases
|
||||
- [Vector Database Overview](https://docs.mem0.ai/components/vectordbs/overview): Guide to supported vector databases for semantic memory storage
|
||||
- [Vector Database Configuration](https://docs.mem0.ai/components/vectordbs/config): Configuration reference for vector database providers
|
||||
- [Qdrant](https://docs.mem0.ai/components/vectordbs/dbs/qdrant): High-performance vector similarity search engine
|
||||
- [Pinecone](https://docs.mem0.ai/components/vectordbs/dbs/pinecone): Managed vector database with serverless and pod deployment options
|
||||
- [Chroma](https://docs.mem0.ai/components/vectordbs/dbs/chroma): AI-native open-source vector database optimized for speed
|
||||
- [Weaviate](https://docs.mem0.ai/components/vectordbs/dbs/weaviate): Open-source vector search engine with built-in ML capabilities
|
||||
- [PGVector](https://docs.mem0.ai/components/vectordbs/dbs/pgvector): PostgreSQL extension for vector similarity search
|
||||
- [Milvus](https://docs.mem0.ai/components/vectordbs/dbs/milvus): Open-source vector database for AI applications at scale
|
||||
- [Redis](https://docs.mem0.ai/components/vectordbs/dbs/redis): Real-time vector storage and search with Redis Stack
|
||||
- [Supabase](https://docs.mem0.ai/components/vectordbs/dbs/supabase): Open-source Firebase alternative with vector support
|
||||
- [Upstash Vector](https://docs.mem0.ai/components/vectordbs/dbs/upstash-vector): Serverless vector database
|
||||
- [Elasticsearch](https://docs.mem0.ai/components/vectordbs/dbs/elasticsearch): Distributed search and analytics engine
|
||||
- [OpenSearch](https://docs.mem0.ai/components/vectordbs/dbs/opensearch): Open-source search and analytics platform
|
||||
- [FAISS](https://docs.mem0.ai/components/vectordbs/dbs/faiss): Facebook AI Similarity Search library
|
||||
- [Pinecone](https://docs.mem0.ai/components/vectordbs/dbs/pinecone): Managed vector database with serverless and pod deployment options
|
||||
- [MongoDB](https://docs.mem0.ai/components/vectordbs/dbs/mongodb): Document database with vector search capabilities
|
||||
- [Azure AI Search](https://docs.mem0.ai/components/vectordbs/dbs/azure): Microsoft's enterprise search service
|
||||
- [Azure MySQL](https://docs.mem0.ai/components/vectordbs/dbs/azure_mysql): Azure Database for MySQL with vector search
|
||||
- [Redis](https://docs.mem0.ai/components/vectordbs/dbs/redis): Real-time vector storage and search with Redis Stack
|
||||
- [Valkey](https://docs.mem0.ai/components/vectordbs/dbs/valkey): Open-source Redis alternative with vector search
|
||||
- [Elasticsearch](https://docs.mem0.ai/components/vectordbs/dbs/elasticsearch): Distributed search and analytics engine
|
||||
- [OpenSearch](https://docs.mem0.ai/components/vectordbs/dbs/opensearch): Open-source search and analytics platform
|
||||
- [Supabase](https://docs.mem0.ai/components/vectordbs/dbs/supabase): Open-source Firebase alternative with vector support
|
||||
- [Upstash Vector](https://docs.mem0.ai/components/vectordbs/dbs/upstash-vector): Serverless vector database
|
||||
- [Vectorize](https://docs.mem0.ai/components/vectordbs/dbs/vectorize): Vectorize vector database integration
|
||||
- [Vertex AI Vector Search](https://docs.mem0.ai/components/vectordbs/dbs/vertex_ai): Google Cloud's vector search service
|
||||
- [Databricks](https://docs.mem0.ai/components/vectordbs/dbs/databricks): Delta Lake integration for vector search
|
||||
- [Weaviate](https://docs.mem0.ai/components/vectordbs/dbs/weaviate): Open-source vector search engine with built-in ML capabilities
|
||||
- [FAISS](https://docs.mem0.ai/components/vectordbs/dbs/faiss): Facebook AI Similarity Search library
|
||||
- [LangChain Vector Store](https://docs.mem0.ai/components/vectordbs/dbs/langchain): LangChain vector store integration
|
||||
- [Baidu](https://docs.mem0.ai/components/vectordbs/dbs/baidu): Baidu vector database integration
|
||||
- [LangChain](https://docs.mem0.ai/components/vectordbs/dbs/langchain): LangChain vector store integration
|
||||
- [Cassandra](https://docs.mem0.ai/components/vectordbs/dbs/cassandra): Apache Cassandra with vector search capabilities
|
||||
- [S3 Vectors](https://docs.mem0.ai/components/vectordbs/dbs/s3_vectors): Amazon S3 Vectors integration
|
||||
- [Databricks](https://docs.mem0.ai/components/vectordbs/dbs/databricks): Delta Lake integration for vector search
|
||||
- [Neptune Analytics](https://docs.mem0.ai/components/vectordbs/dbs/neptune_analytics): AWS Neptune Analytics for graph and vector search
|
||||
- [Turbopuffer](https://docs.mem0.ai/components/vectordbs/dbs/turbopuffer): High-performance serverless vector database
|
||||
|
||||
### Supported Embeddings
|
||||
|
||||
### Embedding Models
|
||||
- [Embeddings Overview](https://docs.mem0.ai/components/embedders/overview): Embedding model configuration for semantic understanding
|
||||
- [Embeddings Configuration](https://docs.mem0.ai/components/embedders/config): Configuration reference for embedding providers
|
||||
- [OpenAI Embeddings](https://docs.mem0.ai/components/embedders/models/openai): High-quality text embeddings with customizable dimensions
|
||||
- [Azure OpenAI Embeddings](https://docs.mem0.ai/components/embedders/models/azure_openai): Enterprise Azure-hosted embedding models
|
||||
- [Google AI](https://docs.mem0.ai/components/embedders/models/google_AI): Gemini embedding models
|
||||
- [AWS Bedrock](https://docs.mem0.ai/components/embedders/models/aws_bedrock): Amazon embedding models through Bedrock
|
||||
- [Hugging Face](https://docs.mem0.ai/components/embedders/models/huggingface): Open-source embedding models for local deployment
|
||||
- [Vertex AI](https://docs.mem0.ai/components/embedders/models/vertexai): Google Cloud's enterprise embedding models
|
||||
- [Ollama](https://docs.mem0.ai/components/embedders/models/ollama): Local embedding models for privacy-focused applications
|
||||
- [Together](https://docs.mem0.ai/components/embedders/models/together): Open-source model embeddings
|
||||
- [LM Studio](https://docs.mem0.ai/components/embedders/models/lmstudio): Local model embeddings
|
||||
- [LangChain](https://docs.mem0.ai/components/embedders/models/langchain): LangChain embedder integration
|
||||
- [Ollama Embeddings](https://docs.mem0.ai/components/embedders/models/ollama): Local embedding models for privacy-focused applications
|
||||
- [Hugging Face Embeddings](https://docs.mem0.ai/components/embedders/models/huggingface): Open-source embedding models for local deployment
|
||||
- [Vertex AI Embeddings](https://docs.mem0.ai/components/embedders/models/vertexai): Google Cloud's enterprise embedding models
|
||||
- [Google AI Embeddings](https://docs.mem0.ai/components/embedders/models/google_AI): Gemini embedding models
|
||||
- [LM Studio Embeddings](https://docs.mem0.ai/components/embedders/models/lmstudio): Local model embeddings
|
||||
- [Together Embeddings](https://docs.mem0.ai/components/embedders/models/together): Open-source model embeddings
|
||||
- [LangChain Embeddings](https://docs.mem0.ai/components/embedders/models/langchain): LangChain embedder integration
|
||||
- [AWS Bedrock Embeddings](https://docs.mem0.ai/components/embedders/models/aws_bedrock): Amazon embedding models through Bedrock
|
||||
|
||||
### Rerankers
|
||||
- [Reranker Overview](https://docs.mem0.ai/components/rerankers/overview): Guide to reranking models for improving search result quality
|
||||
- [Reranker Configuration](https://docs.mem0.ai/components/rerankers/config): Configuration reference for reranker providers
|
||||
- [Reranker Optimization](https://docs.mem0.ai/components/rerankers/optimization): Performance tuning and optimization strategies for rerankers
|
||||
- [Custom Reranker Prompts](https://docs.mem0.ai/components/rerankers/custom-prompts): Customize reranker behavior with custom prompts
|
||||
- [Cohere Reranker](https://docs.mem0.ai/components/rerankers/models/cohere): Cohere reranking model integration
|
||||
- [Sentence Transformer Reranker](https://docs.mem0.ai/components/rerankers/models/sentence_transformer): Cross-encoder reranking with sentence transformers
|
||||
- [Hugging Face Reranker](https://docs.mem0.ai/components/rerankers/models/huggingface): Hugging Face reranking models
|
||||
- [LLM Reranker](https://docs.mem0.ai/components/rerankers/models/llm_reranker): Use LLMs as rerankers for flexible relevance scoring
|
||||
- [Zero Entropy Reranker](https://docs.mem0.ai/components/rerankers/models/zero_entropy): Zero Entropy reranking model
|
||||
|
||||
## Integrations
|
||||
|
||||
- [Integrations Overview](https://docs.mem0.ai/integrations): Overview of all available Mem0 integrations
|
||||
|
||||
### Agent Frameworks
|
||||
- [LangChain](https://docs.mem0.ai/integrations/langchain): Seamless integration with LangChain framework for enhanced agent capabilities
|
||||
- [LangGraph](https://docs.mem0.ai/integrations/langgraph): Build stateful, multi-actor applications with persistent memory
|
||||
- [LlamaIndex](https://docs.mem0.ai/integrations/llama-index): Enhanced RAG applications with intelligent memory layer
|
||||
- [CrewAI](https://docs.mem0.ai/integrations/crewai): Multi-agent systems with shared and individual memory capabilities
|
||||
- [AutoGen](https://docs.mem0.ai/integrations/autogen): Microsoft's multi-agent conversation framework with memory
|
||||
- [Agno](https://docs.mem0.ai/integrations/agno): Agno framework integration with persistent memory
|
||||
- [Camel AI](https://docs.mem0.ai/integrations/camel-ai): Camel AI multi-agent framework with memory support
|
||||
- [OpenClaw](https://docs.mem0.ai/integrations/openclaw): OpenClaw framework integration
|
||||
- [OpenAI Agents SDK](https://docs.mem0.ai/integrations/openai-agents-sdk): OpenAI's agent framework with Mem0 memory
|
||||
- [Google AI ADK](https://docs.mem0.ai/integrations/google-ai-adk): Google AI Agent Development Kit with persistent memory
|
||||
- [Mastra](https://docs.mem0.ai/integrations/mastra): Mastra TypeScript agent framework integration
|
||||
- [Vercel AI SDK](https://docs.mem0.ai/integrations/vercel-ai-sdk): Build AI-powered web applications with persistent memory
|
||||
- [Flowise](https://docs.mem0.ai/integrations/flowise): No-code LLM workflow builder with memory capabilities
|
||||
|
||||
### Voice & Real-time
|
||||
- [LiveKit](https://docs.mem0.ai/integrations/livekit): Real-time voice and video AI with persistent memory
|
||||
- [Pipecat](https://docs.mem0.ai/integrations/pipecat): Voice AI pipeline framework with memory capabilities
|
||||
- [ElevenLabs](https://docs.mem0.ai/integrations/elevenlabs): Voice synthesis integration with conversational memory
|
||||
|
||||
### Cloud & Infrastructure
|
||||
- [AWS Bedrock](https://docs.mem0.ai/integrations/aws-bedrock): Enterprise AWS integration for managed AI services
|
||||
|
||||
### Developer Tools
|
||||
- [Dify](https://docs.mem0.ai/integrations/dify): LLMOps platform integration for production AI applications
|
||||
- [Flowise](https://docs.mem0.ai/integrations/flowise): No-code LLM workflow builder with memory capabilities
|
||||
- [LangChain Tools](https://docs.mem0.ai/integrations/langchain-tools): Use Mem0 as a LangChain tool for agents
|
||||
- [AgentOps](https://docs.mem0.ai/integrations/agentops): Agent observability and monitoring with memory tracking
|
||||
- [Keywords AI](https://docs.mem0.ai/integrations/keywords): Keywords AI integration for LLM monitoring
|
||||
- [Raycast](https://docs.mem0.ai/integrations/raycast): Raycast extension for quick memory access
|
||||
|
||||
## Cookbooks and Examples
|
||||
|
||||
### Cookbooks Overview
|
||||
- [Cookbooks Overview](https://docs.mem0.ai/cookbooks/overview): Complete guide to Mem0 examples and implementation patterns
|
||||
|
||||
### Essential Guides
|
||||
@@ -171,12 +216,13 @@ Key differentiators:
|
||||
- [Choosing Memory Architecture](https://docs.mem0.ai/cookbooks/essentials/choosing-memory-architecture-vector-vs-graph): Vector vs Graph memory architectures comparison
|
||||
|
||||
### AI Companion Examples
|
||||
- [Quickstart Demo](https://docs.mem0.ai/cookbooks/companions/quickstart-demo): Quick demo of building an AI companion with memory
|
||||
- [Node.js Companion](https://docs.mem0.ai/cookbooks/companions/nodejs-companion): JavaScript-based AI companion applications
|
||||
- [AI Tutor](https://docs.mem0.ai/cookbooks/companions/ai-tutor): Educational AI that adapts to learning progress
|
||||
- [Travel Assistant](https://docs.mem0.ai/cookbooks/companions/travel-assistant): Travel planning agent that learns preferences
|
||||
- [YouTube Research Assistant](https://docs.mem0.ai/cookbooks/companions/youtube-research): AI that researches and learns from video content
|
||||
- [Voice Companion](https://docs.mem0.ai/cookbooks/companions/voice-companion-openai): Voice-enabled AI with conversational memory
|
||||
- [Local Companion](https://docs.mem0.ai/cookbooks/companions/local-companion-ollama): Privacy-focused companion using local models
|
||||
- [Node.js Companion](https://docs.mem0.ai/cookbooks/companions/nodejs-companion): JavaScript-based AI companion applications
|
||||
- [YouTube Research Assistant](https://docs.mem0.ai/cookbooks/companions/youtube-research): AI that researches and learns from video content
|
||||
|
||||
### Operations & Automation
|
||||
- [Support Inbox](https://docs.mem0.ai/cookbooks/operations/support-inbox): Customer service agents with conversation history
|
||||
@@ -186,30 +232,77 @@ Key differentiators:
|
||||
- [Team Task Agent](https://docs.mem0.ai/cookbooks/operations/team-task-agent): Collaborative AI agents with shared project memory
|
||||
|
||||
### Integration Examples
|
||||
- [Agents SDK Tool](https://docs.mem0.ai/cookbooks/integrations/agents-sdk-tool): Using Mem0 as a tool with OpenAI Agents SDK
|
||||
- [OpenAI Tool Calls](https://docs.mem0.ai/cookbooks/integrations/openai-tool-calls): Mem0 integrated with OpenAI function calling
|
||||
- [AWS Bedrock](https://docs.mem0.ai/cookbooks/integrations/aws-bedrock): Enterprise memory with AWS managed services
|
||||
- [Tavily Search](https://docs.mem0.ai/cookbooks/integrations/tavily-search): Web search with persistent memory of results
|
||||
- [Healthcare Google ADK](https://docs.mem0.ai/cookbooks/integrations/healthcare-google-adk): Medical AI applications with memory
|
||||
- [Mastra Agent](https://docs.mem0.ai/cookbooks/integrations/mastra-agent): Mastra framework integration with memory
|
||||
- [Healthcare Google ADK](https://docs.mem0.ai/cookbooks/integrations/healthcare-google-adk): Medical AI applications with memory
|
||||
- [AWS Bedrock](https://docs.mem0.ai/cookbooks/integrations/aws-bedrock): Enterprise memory with AWS managed services
|
||||
- [Neptune Analytics](https://docs.mem0.ai/cookbooks/integrations/neptune-analytics): Graph and vector search with AWS Neptune
|
||||
- [Tavily Search](https://docs.mem0.ai/cookbooks/integrations/tavily-search): Web search with persistent memory of results
|
||||
|
||||
### Framework Examples
|
||||
- [LlamaIndex React](https://docs.mem0.ai/cookbooks/frameworks/llamaindex-react): React applications with LlamaIndex and memory
|
||||
- [LlamaIndex Multiagent](https://docs.mem0.ai/cookbooks/frameworks/llamaindex-multiagent): Multi-agent systems with shared memory
|
||||
- [Multimodal Retrieval](https://docs.mem0.ai/cookbooks/frameworks/multimodal-retrieval): Memory systems handling text, images, and documents
|
||||
- [Eliza OS Character](https://docs.mem0.ai/cookbooks/frameworks/eliza-os-character): Character-based AI with persistent personality
|
||||
- [Chrome Extension](https://docs.mem0.ai/cookbooks/frameworks/chrome-extension): Browser extensions that remember user interactions
|
||||
- [Multimodal Retrieval](https://docs.mem0.ai/cookbooks/frameworks/multimodal-retrieval): Memory systems handling text, images, and documents
|
||||
- [Gemini with Mem0 MCP](https://docs.mem0.ai/cookbooks/frameworks/gemini-3-with-mem0-mcp): Google Gemini integration using MCP server
|
||||
- [Mirofish Swarm Memory](https://docs.mem0.ai/cookbooks/frameworks/mirofish-swarm-memory): Swarm-based multi-agent memory patterns
|
||||
|
||||
## API Reference
|
||||
|
||||
- [Memory APIs](https://docs.mem0.ai/api-reference/memory/add-memories): Comprehensive API documentation for memory operations
|
||||
- [API Reference Overview](https://docs.mem0.ai/api-reference): REST API overview with authentication and quick start guide
|
||||
- [Organizations & Projects](https://docs.mem0.ai/api-reference/organizations-projects): Managing organizations and projects for multi-tenant setups
|
||||
|
||||
### Core Memory APIs
|
||||
- [Add Memories](https://docs.mem0.ai/api-reference/memory/add-memories): REST API for storing new memories with detailed request/response formats
|
||||
- [Search Memories](https://docs.mem0.ai/api-reference/memory/search-memories): Advanced search API with filtering and ranking capabilities
|
||||
- [Get All Memories](https://docs.mem0.ai/api-reference/memory/get-memories): Retrieve all memories with pagination and filtering options
|
||||
- [Search Memories](https://docs.mem0.ai/api-reference/memory/search-memories): Advanced search API with filtering and ranking capabilities
|
||||
- [Update Memory](https://docs.mem0.ai/api-reference/memory/update-memory): Modify existing memories with conflict resolution
|
||||
- [Delete Memory](https://docs.mem0.ai/api-reference/memory/delete-memory): Remove memories individually or in batches
|
||||
- [Delete Memory](https://docs.mem0.ai/api-reference/memory/delete-memory): Remove a specific memory by ID
|
||||
|
||||
## Optional
|
||||
### Additional Memory APIs
|
||||
- [Create Memory Export](https://docs.mem0.ai/api-reference/memory/create-memory-export): Export memories in bulk
|
||||
- [Feedback](https://docs.mem0.ai/api-reference/memory/feedback): Submit feedback on memory quality
|
||||
- [Get Memory](https://docs.mem0.ai/api-reference/memory/get-memory): Retrieve a single memory by ID
|
||||
- [Memory History](https://docs.mem0.ai/api-reference/memory/history-memory): View the history of changes to a memory
|
||||
- [Get Memory Export](https://docs.mem0.ai/api-reference/memory/get-memory-export): Retrieve a previously created memory export
|
||||
- [Batch Update](https://docs.mem0.ai/api-reference/memory/batch-update): Update multiple memories in a single request
|
||||
- [Batch Delete](https://docs.mem0.ai/api-reference/memory/batch-delete): Delete multiple memories in a single request
|
||||
- [Delete All Memories](https://docs.mem0.ai/api-reference/memory/delete-memories): Remove all memories matching criteria
|
||||
|
||||
- [FAQs](https://docs.mem0.ai/platform/faqs): Frequently asked questions about Mem0's Platform capabilities and implementation details
|
||||
- [Changelog](https://docs.mem0.ai/changelog): Detailed product updates and version history for tracking new features and improvements
|
||||
- [Contributing Guide](https://docs.mem0.ai/contributing/development): Guidelines for contributing to Mem0's open-source development
|
||||
### Events APIs
|
||||
- [Get Events](https://docs.mem0.ai/api-reference/events/get-events): List asynchronous memory operation events
|
||||
- [Get Event](https://docs.mem0.ai/api-reference/events/get-event): Retrieve details of a specific event
|
||||
|
||||
### Entities APIs
|
||||
- [Get Users](https://docs.mem0.ai/api-reference/entities/get-users): List all entities (users, agents, apps)
|
||||
- [Delete User](https://docs.mem0.ai/api-reference/entities/delete-user): Remove an entity and all associated memories
|
||||
|
||||
### Organizations APIs
|
||||
- [Create Organization](https://docs.mem0.ai/api-reference/organization/create-org): Create a new organization
|
||||
- [Get Organizations](https://docs.mem0.ai/api-reference/organization/get-orgs): List all organizations
|
||||
- [Get Organization](https://docs.mem0.ai/api-reference/organization/get-org): Retrieve organization details
|
||||
- [Get Organization Members](https://docs.mem0.ai/api-reference/organization/get-org-members): List organization members
|
||||
- [Add Organization Member](https://docs.mem0.ai/api-reference/organization/add-org-member): Add a member to an organization
|
||||
- [Delete Organization](https://docs.mem0.ai/api-reference/organization/delete-org): Remove an organization
|
||||
|
||||
### Project APIs
|
||||
- [Create Project](https://docs.mem0.ai/api-reference/project/create-project): Create a new project within an organization
|
||||
- [Get Projects](https://docs.mem0.ai/api-reference/project/get-projects): List all projects
|
||||
- [Get Project](https://docs.mem0.ai/api-reference/project/get-project): Retrieve project details
|
||||
- [Get Project Members](https://docs.mem0.ai/api-reference/project/get-project-members): List project members
|
||||
- [Add Project Member](https://docs.mem0.ai/api-reference/project/add-project-member): Add a member to a project
|
||||
- [Delete Project](https://docs.mem0.ai/api-reference/project/delete-project): Remove a project
|
||||
|
||||
### Webhook APIs
|
||||
- [Create Webhook](https://docs.mem0.ai/api-reference/webhook/create-webhook): Register a new webhook endpoint
|
||||
- [Get Webhook](https://docs.mem0.ai/api-reference/webhook/get-webhook): Retrieve webhook configuration
|
||||
- [Update Webhook](https://docs.mem0.ai/api-reference/webhook/update-webhook): Modify webhook settings
|
||||
- [Delete Webhook](https://docs.mem0.ai/api-reference/webhook/delete-webhook): Remove a webhook
|
||||
|
||||
## Community & Support
|
||||
|
||||
- [Contributing - Development](https://docs.mem0.ai/contributing/development): Guidelines for contributing to Mem0's open-source development
|
||||
- [Contributing - Documentation](https://docs.mem0.ai/contributing/documentation): Guidelines for contributing to Mem0's documentation
|
||||
- [Changelog](https://docs.mem0.ai/changelog): Detailed product updates and version history
|
||||
|
||||
+22
-7
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|
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+22
-7
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|
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@@ -52,7 +52,7 @@ m.add(messages, user_id="alex")
|
||||
|
||||
<Step title="Search memories">
|
||||
```python
|
||||
results = m.search("What do you know about me?", filters={"user_id": "alex"})
|
||||
results = m.search("What do you know about me?", user_id="alex")
|
||||
print(results)
|
||||
```
|
||||
|
||||
|
||||
+58
-2
@@ -457,7 +457,33 @@
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"x-code-samples": [
|
||||
{
|
||||
"lang": "Python",
|
||||
"source": "import requests\n\nurl = \"https://api.mem0.ai/v1/events/\"\n\nheaders = {\"Authorization\": \"Token <api-key>\"}\n\nresponse = requests.request(\"GET\", url, headers=headers)\n\nprint(response.text)"
|
||||
},
|
||||
{
|
||||
"lang": "JavaScript",
|
||||
"source": "const options = {method: 'GET', headers: {Authorization: 'Token <api-key>'}};\n\nfetch('https://api.mem0.ai/v1/events/', options)\n .then(response => response.json())\n .then(response => console.log(response))\n .catch(err => console.error(err));"
|
||||
},
|
||||
{
|
||||
"lang": "cURL",
|
||||
"source": "curl --request GET \\\n --url https://api.mem0.ai/v1/events/ \\\n --header 'Authorization: Token <api-key>'"
|
||||
},
|
||||
{
|
||||
"lang": "Go",
|
||||
"source": "package main\n\nimport (\n\t\"fmt\"\n\t\"net/http\"\n\t\"io/ioutil\"\n)\n\nfunc main() {\n\n\turl := \"https://api.mem0.ai/v1/events/\"\n\n\treq, _ := http.NewRequest(\"GET\", url, nil)\n\n\treq.Header.Add(\"Authorization\", \"Token <api-key>\")\n\n\tres, _ := http.DefaultClient.Do(req)\n\n\tdefer res.Body.Close()\n\tbody, _ := ioutil.ReadAll(res.Body)\n\n\tfmt.Println(res)\n\tfmt.Println(string(body))\n\n}"
|
||||
},
|
||||
{
|
||||
"lang": "PHP",
|
||||
"source": "<?php\n\n$curl = curl_init();\n\ncurl_setopt_array($curl, [\n CURLOPT_URL => \"https://api.mem0.ai/v1/events/\",\n CURLOPT_RETURNTRANSFER => true,\n CURLOPT_ENCODING => \"\",\n CURLOPT_MAXREDIRS => 10,\n CURLOPT_TIMEOUT => 30,\n CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,\n CURLOPT_CUSTOMREQUEST => \"GET\",\n CURLOPT_HTTPHEADER => [\n \"Authorization: Token <api-key>\"\n ],\n]);\n\n$response = curl_exec($curl);\n$err = curl_error($curl);\n\ncurl_close($curl);\n\nif ($err) {\n echo \"cURL Error #:\" . $err;\n} else {\n echo $response;\n}"
|
||||
},
|
||||
{
|
||||
"lang": "Java",
|
||||
"source": "HttpResponse<String> response = Unirest.get(\"https://api.mem0.ai/v1/events/\")\n .header(\"Authorization\", \"Token <api-key>\")\n .asString();"
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"/v1/event/{event_id}/": {
|
||||
@@ -563,7 +589,33 @@
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"x-code-samples": [
|
||||
{
|
||||
"lang": "Python",
|
||||
"source": "import requests\n\nurl = \"https://api.mem0.ai/v1/event/{event_id}/\"\n\nheaders = {\"Authorization\": \"Token <api-key>\"}\n\nresponse = requests.request(\"GET\", url, headers=headers)\n\nprint(response.text)"
|
||||
},
|
||||
{
|
||||
"lang": "JavaScript",
|
||||
"source": "const options = {method: 'GET', headers: {Authorization: 'Token <api-key>'}};\n\nfetch('https://api.mem0.ai/v1/event/{event_id}/', options)\n .then(response => response.json())\n .then(response => console.log(response))\n .catch(err => console.error(err));"
|
||||
},
|
||||
{
|
||||
"lang": "cURL",
|
||||
"source": "curl --request GET \\\n --url https://api.mem0.ai/v1/event/{event_id}/ \\\n --header 'Authorization: Token <api-key>'"
|
||||
},
|
||||
{
|
||||
"lang": "Go",
|
||||
"source": "package main\n\nimport (\n\t\"fmt\"\n\t\"net/http\"\n\t\"io/ioutil\"\n)\n\nfunc main() {\n\n\turl := \"https://api.mem0.ai/v1/event/{event_id}/\"\n\n\treq, _ := http.NewRequest(\"GET\", url, nil)\n\n\treq.Header.Add(\"Authorization\", \"Token <api-key>\")\n\n\tres, _ := http.DefaultClient.Do(req)\n\n\tdefer res.Body.Close()\n\tbody, _ := ioutil.ReadAll(res.Body)\n\n\tfmt.Println(res)\n\tfmt.Println(string(body))\n\n}"
|
||||
},
|
||||
{
|
||||
"lang": "PHP",
|
||||
"source": "<?php\n\n$curl = curl_init();\n\ncurl_setopt_array($curl, [\n CURLOPT_URL => \"https://api.mem0.ai/v1/event/{event_id}/\",\n CURLOPT_RETURNTRANSFER => true,\n CURLOPT_ENCODING => \"\",\n CURLOPT_MAXREDIRS => 10,\n CURLOPT_TIMEOUT => 30,\n CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,\n CURLOPT_CUSTOMREQUEST => \"GET\",\n CURLOPT_HTTPHEADER => [\n \"Authorization: Token <api-key>\"\n ],\n]);\n\n$response = curl_exec($curl);\n$err = curl_error($curl);\n\ncurl_close($curl);\n\nif ($err) {\n echo \"cURL Error #:\" . $err;\n} else {\n echo $response;\n}"
|
||||
},
|
||||
{
|
||||
"lang": "Java",
|
||||
"source": "HttpResponse<String> response = Unirest.get(\"https://api.mem0.ai/v1/event/{event_id}/\")\n .header(\"Authorization\", \"Token <api-key>\")\n .asString();"
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"/v1/exports/": {
|
||||
@@ -3634,6 +3686,10 @@
|
||||
"type": "object"
|
||||
},
|
||||
"description": "List of custom categories to be used for memory categorization."
|
||||
},
|
||||
"multilingual": {
|
||||
"type": "boolean",
|
||||
"description": "Whether to use the input language for memory storage and retrieval."
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user