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| 5723136bed | |||
| b5345f8498 | |||
| 6577ae7616 | |||
| 5e00d5c452 | |||
| 3b152a3e85 | |||
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| 30f242dc4c | |||
| 1bfaaf8750 | |||
| c250ccfb5c | |||
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| 713dba5d0a | |||
| 8ae7a06220 | |||
| f94ea06588 |
@@ -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/
|
||||
|
||||
@@ -14,8 +14,48 @@ on:
|
||||
- 'mem0/**'
|
||||
- 'tests/**'
|
||||
- 'embedchain/**'
|
||||
- 'pyproject.toml'
|
||||
|
||||
jobs:
|
||||
changelog_check:
|
||||
if: github.event_name == 'pull_request'
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
|
||||
- name: Require CHANGELOG entry when Python SDK version changes
|
||||
env:
|
||||
BASE_SHA: ${{ github.event.pull_request.base.sha }}
|
||||
HEAD_SHA: ${{ github.event.pull_request.head.sha }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
|
||||
extract_version() {
|
||||
python3 -c "import sys, re; m = re.search(r'^\s*version\s*=\s*\"([^\"]+)\"', sys.stdin.read(), re.M); print(m.group(1) if m else '')"
|
||||
}
|
||||
|
||||
base_version=$(git show "$BASE_SHA:pyproject.toml" 2>/dev/null | extract_version || echo "")
|
||||
head_version=$(extract_version < pyproject.toml)
|
||||
|
||||
echo "Base version: ${base_version:-<unknown>}"
|
||||
echo "Head version: $head_version"
|
||||
|
||||
if [ -z "$base_version" ] || [ "$base_version" = "$head_version" ]; then
|
||||
echo "pyproject.toml version unchanged — no CHANGELOG entry required."
|
||||
exit 0
|
||||
fi
|
||||
|
||||
echo "Detected version bump ${base_version} -> ${head_version}. Checking docs/changelog/sdk.mdx…"
|
||||
|
||||
if git diff --name-only "$BASE_SHA" "$HEAD_SHA" -- docs/changelog/sdk.mdx | grep -q .; then
|
||||
echo "Changelog update present in docs/changelog/sdk.mdx ✅"
|
||||
else
|
||||
echo "::error file=pyproject.toml::pyproject.toml version changed from ${base_version} to ${head_version} but docs/changelog/sdk.mdx was not updated in this PR. Add a new <Update> entry under the Python tab for v${head_version}."
|
||||
exit 1
|
||||
fi
|
||||
|
||||
check_changes:
|
||||
runs-on: ubuntu-latest
|
||||
outputs:
|
||||
|
||||
@@ -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 +1,34 @@
|
||||
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 +1,45 @@
|
||||
name: docs - llms.txt check
|
||||
|
||||
# Blocks PRs that introduce new .mdx pages without a matching entry in
|
||||
# docs/llms.txt, or that link to pages that no longer exist. Contributors
|
||||
# must update docs/llms.txt in the same PR. Run locally with:
|
||||
# python scripts/check-llms-txt-coverage.py # read-only
|
||||
# python scripts/check-llms-txt-coverage.py --write # scaffold placeholders
|
||||
|
||||
on:
|
||||
pull_request:
|
||||
paths:
|
||||
- 'docs/**/*.mdx'
|
||||
- 'docs/llms.txt'
|
||||
- 'scripts/check-llms-txt-coverage.py'
|
||||
- 'scripts/llms-txt-ignore.txt'
|
||||
workflow_dispatch: {}
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
check-llms-txt:
|
||||
runs-on: ubuntu-24.04-arm
|
||||
timeout-minutes: 2
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Verify docs/llms.txt coverage
|
||||
run: |
|
||||
if ! python3 scripts/check-llms-txt-coverage.py; then
|
||||
echo ""
|
||||
echo "::error title=llms.txt out of sync::docs/llms.txt does not match docs/**/*.mdx."
|
||||
echo ""
|
||||
echo "To fix:"
|
||||
echo " 1. Run locally: python scripts/check-llms-txt-coverage.py --write"
|
||||
echo " This appends placeholder entries under '## Unclassified - needs triage'."
|
||||
echo " 2. For each placeholder:"
|
||||
echo " - replace [TODO: Platform|OSS|Both] with the correct scope tag"
|
||||
echo " - rewrite the description as 'Use when ...'"
|
||||
echo " - move the entry into the appropriate section"
|
||||
echo " - delete the '## Unclassified - needs triage' heading once empty"
|
||||
echo " 3. Resolve any stale URLs listed above by updating or removing the link."
|
||||
echo " 4. Commit the updated docs/llms.txt to this PR."
|
||||
exit 1
|
||||
fi
|
||||
@@ -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
|
||||
@@ -24,6 +24,42 @@ jobs:
|
||||
ts_sdk:
|
||||
- 'mem0-ts/**'
|
||||
|
||||
changelog_check:
|
||||
needs: check_changes
|
||||
if: github.event_name == 'pull_request' && needs.check_changes.outputs.ts_sdk_changed == 'true'
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
|
||||
- name: Require CHANGELOG entry when SDK version changes
|
||||
env:
|
||||
BASE_SHA: ${{ github.event.pull_request.base.sha }}
|
||||
HEAD_SHA: ${{ github.event.pull_request.head.sha }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
|
||||
base_version=$(git show "$BASE_SHA:mem0-ts/package.json" 2>/dev/null | jq -r .version || echo "")
|
||||
head_version=$(jq -r .version mem0-ts/package.json)
|
||||
|
||||
echo "Base version: ${base_version:-<unknown>}"
|
||||
echo "Head version: $head_version"
|
||||
|
||||
if [ -z "$base_version" ] || [ "$base_version" = "$head_version" ]; then
|
||||
echo "mem0-ts/package.json version unchanged — no CHANGELOG entry required."
|
||||
exit 0
|
||||
fi
|
||||
|
||||
echo "Detected version bump ${base_version} -> ${head_version}. Checking docs/changelog/sdk.mdx…"
|
||||
|
||||
if git diff --name-only "$BASE_SHA" "$HEAD_SHA" -- docs/changelog/sdk.mdx | grep -q .; then
|
||||
echo "Changelog update present in docs/changelog/sdk.mdx ✅"
|
||||
else
|
||||
echo "::error file=mem0-ts/package.json::mem0-ts/package.json version changed from ${base_version} to ${head_version} but docs/changelog/sdk.mdx was not updated in this PR. Add a new <Update> entry under the TypeScript tab for v${head_version}."
|
||||
exit 1
|
||||
fi
|
||||
|
||||
build_ts_sdk:
|
||||
needs: check_changes
|
||||
if: needs.check_changes.outputs.ts_sdk_changed == 'true'
|
||||
|
||||
@@ -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
|
||||
@@ -0,0 +1,583 @@
|
||||
# AGENTS.md
|
||||
|
||||
This file provides context for AI coding assistants (Claude Code, Cursor, GitHub Copilot, Codex, etc.) working with the Mem0 repository.
|
||||
|
||||
## Project Overview
|
||||
|
||||
**Mem0** ("mem-zero") is an intelligent memory layer for AI agents and assistants. It provides persistent, personalized memory via both a hosted platform API and self-hosted open-source SDKs.
|
||||
|
||||
- **Repository**: https://github.com/mem0ai/mem0
|
||||
- **Documentation**: https://docs.mem0.ai
|
||||
- **License**: Apache-2.0
|
||||
|
||||
## Repository Structure
|
||||
|
||||
This is a **polyglot monorepo** containing Python and TypeScript packages, CLIs, servers, plugins, documentation, and evaluation tooling.
|
||||
|
||||
### Key Directories
|
||||
|
||||
| Directory | Description |
|
||||
|-----------|-------------|
|
||||
| `mem0/` | Core Python SDK (`mem0ai` on PyPI) — memory, LLMs, embeddings, vector stores, graphs, rerankers |
|
||||
| `mem0-ts/` | TypeScript SDK (`mem0ai` on npm) — client + OSS memory |
|
||||
| `cli/python/` | Python CLI (`mem0-cli` on PyPI) — Typer-based, entry point `mem0` |
|
||||
| `cli/node/` | Node CLI (`@mem0/cli` on npm) — Commander-based, entry point `mem0` |
|
||||
| `vercel-ai-sdk/` | `@mem0/vercel-ai-provider` — Vercel AI SDK memory provider |
|
||||
| `openclaw/` | `@mem0/openclaw-mem0` — OpenClaw plugin for Claude Code / AI editors |
|
||||
| `server/` | FastAPI REST server for self-hosted Mem0 (Docker: FastAPI + PostgreSQL/pgvector + Neo4j) |
|
||||
| `openmemory/` | Self-hosted memory platform — `api/` (FastAPI + Alembic + MCP server) and `ui/` (Next.js 15 + React 19) |
|
||||
| `mem0-plugin/` | AI editor plugins (Claude Code, Cursor, Codex) — MCP server connection, lifecycle hooks, skills |
|
||||
| `skills/` | Claude Code skill definitions — `mem0/`, `mem0-cli/`, `mem0-vercel-ai-sdk/` |
|
||||
| `docs/` | Documentation site (Mintlify) |
|
||||
| `tests/` | Python SDK tests (pytest) |
|
||||
| `evaluation/` | Benchmarking framework — LOCOMO evals, experiment runner, score generation |
|
||||
| `examples/` | Sample projects — demo apps, Chrome extension, multi-agent patterns |
|
||||
| `cookbooks/` | Jupyter notebooks — customer support chatbot, AutoGen integration |
|
||||
| `embedchain/` | Legacy Embedchain RAG framework (maintained separately, Poetry-based) |
|
||||
| `pr-reviews/` | Pull request review materials |
|
||||
| `scripts/` | Repo-wide utility scripts (e.g., `check-llms-txt-coverage.py` for docs/llms.txt sync) |
|
||||
|
||||
### Core Package Dependencies
|
||||
|
||||
```
|
||||
mem0 (Python SDK) mem0-ts (TypeScript SDK)
|
||||
├── mem0/memory/ ├── src/client/ (MemoryClient — hosted)
|
||||
├── mem0/llms/ └── src/oss/ (Memory — self-hosted)
|
||||
├── mem0/embeddings/ ├── src/llms/
|
||||
├── mem0/vector_stores/ ├── src/embeddings/
|
||||
├── mem0/graphs/ ├── src/vector_stores/
|
||||
└── mem0/reranker/ └── src/graphs/
|
||||
|
||||
cli/python/ ──▶ mem0ai (optional, for OSS mode)
|
||||
cli/node/ ──▶ mem0ai (npm, for API calls)
|
||||
vercel-ai-sdk/ ──▶ ai, @ai-sdk/* providers
|
||||
openclaw/ ──▶ mem0ai (npm)
|
||||
```
|
||||
|
||||
## Development Setup
|
||||
|
||||
### Requirements
|
||||
|
||||
- **Python**: 3.9+ (3.10+ for CLI)
|
||||
- **Node.js**: v18+ (v20 or v22 recommended)
|
||||
- **pnpm**: v10+ (`npm install -g pnpm@10`) — used for all TypeScript packages
|
||||
- **Hatch**: Python build/environment tool (`pip install hatch`)
|
||||
- **Docker**: Required for `server/` and `openmemory/` development
|
||||
|
||||
### Initial Setup
|
||||
|
||||
```bash
|
||||
# Python SDK
|
||||
hatch shell dev_py_3_11 # creates environment with all deps
|
||||
pre-commit install # install git hooks
|
||||
|
||||
# TypeScript packages
|
||||
cd mem0-ts && pnpm install # TS SDK
|
||||
cd cli/node && pnpm install # Node CLI
|
||||
cd vercel-ai-sdk && pnpm install # Vercel AI provider
|
||||
cd openclaw && pnpm install # OpenClaw plugin
|
||||
```
|
||||
|
||||
## Build, Lint, and Test Commands
|
||||
|
||||
### Python SDK (`mem0/`)
|
||||
|
||||
```bash
|
||||
# Environment setup (uses Hatch)
|
||||
hatch shell dev_py_3_11 # or dev_py_3_9, dev_py_3_10, dev_py_3_12
|
||||
|
||||
# Linting and formatting
|
||||
make lint # ruff check
|
||||
make format # ruff format
|
||||
make sort # isort mem0/
|
||||
|
||||
# Tests
|
||||
make test # pytest tests/
|
||||
make test-py-3.9 # test specific Python version (3.9–3.12)
|
||||
|
||||
# Build and publish
|
||||
make build # hatch build
|
||||
make publish # hatch publish
|
||||
```
|
||||
|
||||
- **Python:** 3.9, 3.10, 3.11, 3.12
|
||||
- **Linter/formatter:** Ruff (line length **120**)
|
||||
- **Import sorting:** isort (`profile = "black"`)
|
||||
- **Test framework:** pytest (with pytest-mock, pytest-asyncio)
|
||||
- **Pre-commit hooks:** ruff + isort — run `pre-commit install` before committing
|
||||
|
||||
### TypeScript SDK (`mem0-ts/`)
|
||||
|
||||
```bash
|
||||
cd mem0-ts
|
||||
pnpm install
|
||||
pnpm run build # tsup
|
||||
pnpm run test # jest (all tests)
|
||||
pnpm run test:unit # jest --coverage (unit tests only)
|
||||
pnpm run test:integration # jest (integration tests, needs MEM0_API_KEY)
|
||||
pnpm run test:ci # jest --coverage --ci (CI mode)
|
||||
pnpm run test:watch # jest watch mode
|
||||
```
|
||||
|
||||
- **Node:** 20, 22 (CI-tested)
|
||||
- **Build:** tsup (CJS + ESM)
|
||||
- **Test:** jest
|
||||
- **Formatter:** prettier
|
||||
|
||||
### Python CLI (`cli/python/`)
|
||||
|
||||
```bash
|
||||
cd cli/python
|
||||
pip install -e ".[dev]" # dev install with ruff + pytest
|
||||
ruff check . # lint
|
||||
ruff format . # format
|
||||
pytest # test
|
||||
hatch build # build
|
||||
```
|
||||
|
||||
- **Python:** 3.10+ (not 3.9)
|
||||
- **Linter/formatter:** Ruff (line length **100** — different from root SDK)
|
||||
- **Ruff rules:** E, F, I, W, UP, B, SIM, RUF (ignores E501, B008 for Typer patterns, SIM108)
|
||||
- **Framework:** Typer + Rich + httpx
|
||||
- **Entry point:** `mem0 = "mem0_cli.app:main"`
|
||||
- **Source layout:** `src/mem0_cli/`
|
||||
- **Optional dependency:** `mem0ai` (for OSS mode, via `[oss]` extra)
|
||||
|
||||
### Node CLI (`cli/node/`)
|
||||
|
||||
```bash
|
||||
cd cli/node
|
||||
pnpm install
|
||||
pnpm run build # tsup
|
||||
pnpm run lint # biome check src/
|
||||
pnpm run lint:fix # biome check --write src/
|
||||
pnpm run typecheck # tsc --noEmit
|
||||
pnpm run test # vitest run
|
||||
pnpm run test:watch # vitest (watch mode)
|
||||
pnpm run dev # tsx src/index.ts (development)
|
||||
```
|
||||
|
||||
- **Node:** 18+ required
|
||||
- **Build:** tsup (ESM)
|
||||
- **Linter:** Biome (not ESLint, not Ruff)
|
||||
- **Test:** vitest (not jest)
|
||||
- **Framework:** Commander + Chalk + ora + cli-table3
|
||||
|
||||
### Vercel AI SDK Provider (`vercel-ai-sdk/`)
|
||||
|
||||
```bash
|
||||
cd vercel-ai-sdk
|
||||
pnpm install
|
||||
pnpm run build # tsup
|
||||
pnpm run lint # eslint
|
||||
pnpm run type-check # tsc --noEmit
|
||||
pnpm run prettier-check # prettier --check
|
||||
pnpm run test # jest
|
||||
pnpm run test:edge # vitest (edge runtime)
|
||||
pnpm run test:node # vitest (node runtime)
|
||||
```
|
||||
|
||||
- **Build:** tsup (CJS + ESM)
|
||||
- **Lint:** ESLint + Prettier
|
||||
- **Test:** jest + vitest (edge/node configs)
|
||||
|
||||
### OpenClaw Plugin (`openclaw/`)
|
||||
|
||||
```bash
|
||||
cd openclaw
|
||||
pnpm install
|
||||
pnpm run build # tsup
|
||||
pnpm run test # vitest run
|
||||
```
|
||||
|
||||
- **Build:** tsup (ESM)
|
||||
- **Test:** vitest (with Codecov in CI)
|
||||
- **Plugin manifest:** `openclaw.plugin.json`
|
||||
|
||||
### Server (`server/`)
|
||||
|
||||
```bash
|
||||
# Docker production build
|
||||
cd server
|
||||
make build # docker build -t mem0-api-server .
|
||||
make run_local # docker run -p 8000:8000 with .env
|
||||
|
||||
# Docker Compose development (FastAPI + PostgreSQL/pgvector + Neo4j)
|
||||
cd server
|
||||
docker-compose up # starts all 3 services
|
||||
# mem0 API: localhost:8888
|
||||
# PostgreSQL: localhost:8432
|
||||
# Neo4j HTTP: localhost:8474, Bolt: localhost:8687
|
||||
```
|
||||
|
||||
- **Framework:** FastAPI with uvicorn (auto-reload in dev)
|
||||
- **Services:** PostgreSQL with pgvector, Neo4j 5.x with APOC plugin
|
||||
- **Hot reload:** Dev Dockerfile mounts `server/` and `mem0/` for live changes
|
||||
|
||||
### OpenMemory (`openmemory/`)
|
||||
|
||||
```bash
|
||||
# Full stack via Docker Compose
|
||||
cd openmemory
|
||||
docker-compose up
|
||||
# Qdrant: localhost:6333
|
||||
# API (MCP): localhost:8765
|
||||
# UI: localhost:3000
|
||||
|
||||
# Individual development
|
||||
cd openmemory/api && uvicorn main:app --reload # FastAPI backend
|
||||
cd openmemory/ui && npm run dev # Next.js frontend
|
||||
|
||||
# Tests
|
||||
cd openmemory/api && pytest tests/ # API tests (e.g., test_mcp_server.py)
|
||||
```
|
||||
|
||||
- **API:** FastAPI + Alembic (DB migrations) + MCP server (Model Context Protocol)
|
||||
- **UI:** Next.js 15, React 19, Radix UI, Redux Toolkit, TailwindCSS, Recharts
|
||||
- **Vector store:** Qdrant
|
||||
|
||||
### Documentation (`docs/`)
|
||||
|
||||
```bash
|
||||
make docs # or: cd docs && mintlify dev
|
||||
```
|
||||
|
||||
- **Framework:** Mintlify
|
||||
- **API spec:** `docs/openapi.json`
|
||||
- **Structure:** `api-reference/`, `open-source/`, `platform/`, `integrations/`, `cookbooks/`, `core-concepts/`
|
||||
|
||||
### Evaluation (`evaluation/`)
|
||||
|
||||
```bash
|
||||
cd evaluation
|
||||
make run-mem0-add # Run mem0 add experiments
|
||||
make run-mem0-search # Run mem0 search experiments
|
||||
make run-mem0-plus-add # With graph memory
|
||||
make run-mem0-plus-search # With graph memory
|
||||
make run-rag # RAG baseline
|
||||
make run-full-context # Full context baseline
|
||||
make run-langmem # LangMem comparison
|
||||
make run-openai # OpenAI comparison
|
||||
```
|
||||
|
||||
## Core APIs
|
||||
|
||||
### Python
|
||||
|
||||
| Function / Class | Purpose | Import |
|
||||
|-----------------|---------|--------|
|
||||
| `Memory` | Self-hosted memory (sync) | `from mem0 import Memory` |
|
||||
| `AsyncMemory` | Self-hosted memory (async) | `from mem0 import AsyncMemory` |
|
||||
| `MemoryClient` | Hosted platform client (sync) | `from mem0 import MemoryClient` |
|
||||
| `AsyncMemoryClient` | Hosted platform client (async) | `from mem0 import AsyncMemoryClient` |
|
||||
|
||||
**Key `Memory` / `MemoryClient` methods:**
|
||||
|
||||
| Method | Purpose |
|
||||
|--------|---------|
|
||||
| `add(messages, *, user_id, agent_id, run_id, metadata)` | Store a new memory |
|
||||
| `search(query, *, user_id, agent_id, run_id, limit, filters)` | Search memories |
|
||||
| `get(memory_id)` | Retrieve a single memory by ID |
|
||||
| `get_all(*, user_id, agent_id, run_id, limit)` | List all memories |
|
||||
| `update(memory_id, data)` | Update a memory |
|
||||
| `delete(memory_id)` | Delete a memory |
|
||||
| `delete_all(*, user_id, agent_id, run_id)` | Delete all memories |
|
||||
| `history(memory_id)` | Get change history for a memory |
|
||||
|
||||
### TypeScript
|
||||
|
||||
| Export | Purpose | Import |
|
||||
|--------|---------|--------|
|
||||
| `MemoryClient` | Hosted platform client | `import { MemoryClient } from 'mem0ai'` |
|
||||
| `Memory` | Self-hosted OSS memory | `import { Memory } from 'mem0ai/oss'` |
|
||||
|
||||
## Import Patterns
|
||||
|
||||
### Python
|
||||
|
||||
| What | Import |
|
||||
|------|--------|
|
||||
| Core memory classes | `from mem0 import Memory, AsyncMemory` |
|
||||
| Platform client | `from mem0 import MemoryClient, AsyncMemoryClient` |
|
||||
| Configuration | `from mem0.configs.base import MemoryConfig` |
|
||||
| LLM providers | `from mem0.llms.<provider> import <ProviderLLM>` |
|
||||
| Embedding providers | `from mem0.embeddings.<provider> import <ProviderEmbedding>` |
|
||||
| Vector store providers | `from mem0.vector_stores.<provider> import <ProviderVectorStore>` |
|
||||
|
||||
### TypeScript
|
||||
|
||||
| What | Import |
|
||||
|------|--------|
|
||||
| Hosted client | `import { MemoryClient } from 'mem0ai'` |
|
||||
| OSS memory | `import { Memory } from 'mem0ai/oss'` |
|
||||
| Specific providers (OSS) | `import { OpenAIEmbedding } from 'mem0ai/oss'` |
|
||||
|
||||
## Coding Standards
|
||||
|
||||
### File Naming Conventions
|
||||
|
||||
- **Python source files:** `snake_case.py` (e.g., `azure_openai.py`, `cohere_reranker.py`)
|
||||
- **Python test files:** `test_<module>.py` (e.g., `test_memory.py`, `test_main.py`)
|
||||
- **TypeScript source files:** `snake_case.ts` (e.g., `azure_ai_search.ts`)
|
||||
- **TypeScript test files:** `<module>.test.ts` (e.g., `memory.test.ts`)
|
||||
- **Config/manifest files:** `kebab-case` (e.g., `openclaw.plugin.json`, `jest.config.js`)
|
||||
|
||||
### Python Conventions
|
||||
|
||||
- **Provider pattern:** All providers (LLMs, embeddings, vector stores, graphs, rerankers) inherit from a `base.py` abstract class in their directory. Config classes live in `configs.py`.
|
||||
- **Pydantic v2** for all data models and configuration.
|
||||
- **Ruff** is the single linting and formatting tool — no black, no flake8.
|
||||
- Root SDK: line length **120**
|
||||
- Python CLI: line length **100** with extended rule set (UP, B, SIM, RUF)
|
||||
- **isort** with `profile = "black"` for import sorting.
|
||||
- Ruff excludes `embedchain/` and `openmemory/` from root config.
|
||||
|
||||
### TypeScript Conventions
|
||||
|
||||
- **Build:** tsup across all packages.
|
||||
- **Package manager:** pnpm everywhere (no npm, no yarn).
|
||||
- **TypeScript strict mode** across all packages.
|
||||
- **Linting varies by package:**
|
||||
|
||||
| Package | Linter | Formatter | Test Framework |
|
||||
|---------|--------|-----------|---------------|
|
||||
| `mem0-ts/` | — | Prettier | jest |
|
||||
| `cli/node/` | Biome | Biome | vitest |
|
||||
| `vercel-ai-sdk/` | ESLint | Prettier | jest + vitest |
|
||||
| `openclaw/` | — | — | vitest |
|
||||
|
||||
### Type Checking
|
||||
|
||||
Always run type checking after modifying TypeScript code:
|
||||
|
||||
```bash
|
||||
cd <package> && pnpm run typecheck # or: tsc --noEmit
|
||||
```
|
||||
|
||||
## Architecture
|
||||
|
||||
### Provider Pattern
|
||||
|
||||
The SDK uses a consistent plugin architecture across 5 categories. Each category has a `base.py` abstract class and concrete provider implementations:
|
||||
|
||||
| Category | Count | Examples |
|
||||
|----------|-------|---------|
|
||||
| **LLMs** | 24 | OpenAI, Anthropic, AWS Bedrock, Azure OpenAI, Gemini, Groq, Ollama, Together, DeepSeek, vLLM, LiteLLM, LM Studio, xAI |
|
||||
| **Vector Stores** | 30 | Qdrant, Pinecone, Chroma, Weaviate, Milvus, MongoDB, Redis, Elasticsearch, pgvector, Supabase, Faiss, S3 Vectors |
|
||||
| **Embeddings** | 15 | OpenAI, Azure OpenAI, Gemini, HuggingFace, FastEmbed, Together, AWS Bedrock, Ollama, Vertex AI |
|
||||
| **Graph Stores** | 4 | Neo4j, Memgraph, Kuzu, Apache AGE |
|
||||
| **Rerankers** | 5 | Cohere, HuggingFace, LLM-based, Sentence Transformer, Zero Entropy |
|
||||
|
||||
### Two Usage Modes
|
||||
|
||||
Self-hosted `Memory` / `AsyncMemory` classes and hosted-platform `MemoryClient` — both in Python and TypeScript.
|
||||
|
||||
### Graph Memory
|
||||
|
||||
Optional layer on top of vector memory for relationship-aware retrieval. Configured via the `graph` section of `MemoryConfig`.
|
||||
|
||||
### MCP Integration
|
||||
|
||||
Model Context Protocol support in multiple places:
|
||||
|
||||
- **Remote:** MCP server at `mcp.mem0.ai`
|
||||
- **Local:** MCP server in `openmemory/api/` (FastAPI-based)
|
||||
- **Plugin:** MCP tools in `mem0-plugin/` — 9 tools: `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities`
|
||||
|
||||
### Plugin & Skills System
|
||||
|
||||
- `mem0-plugin/` provides integrations for Claude Code, Cursor, and Codex via MCP server connections and lifecycle hooks for automatic memory capture.
|
||||
- `skills/` contains structured skill definitions for AI agents, covering SDK usage, CLI workflows, and Vercel AI SDK patterns.
|
||||
|
||||
### Adding a New Provider
|
||||
|
||||
To add a new LLM, embedding, vector store, or reranker provider:
|
||||
|
||||
1. Create `mem0/<category>/<provider_name>.py`
|
||||
2. Inherit from the abstract base class in `mem0/<category>/base.py`
|
||||
3. Add configuration to `mem0/<category>/configs.py` (if the category uses one)
|
||||
4. Register the provider in `mem0/<category>/__init__.py`
|
||||
5. Add tests in `tests/<category>/<provider_name>/`
|
||||
6. Add any new dependencies to the appropriate optional group in `pyproject.toml` (never to core `dependencies`)
|
||||
7. Follow the exact pattern of existing providers in the same category — match method signatures, error handling, and config structure
|
||||
|
||||
## CI/CD
|
||||
|
||||
### CI Workflows (automated testing)
|
||||
|
||||
| Workflow | File | Triggers | Tests |
|
||||
|----------|------|----------|-------|
|
||||
| Python SDK | `ci.yml` | Push to main, PRs on `mem0/`, `tests/`, `pyproject.toml` | Ruff lint + pytest on Python 3.10, 3.11, 3.12 |
|
||||
| TypeScript SDK | `ts-sdk-ci.yml` | Push to main, PRs on `mem0-ts/` | Prettier + build + jest on Node 20, 22 |
|
||||
| Python CLI | `cli-python-ci.yml` | Push to `cli/python/`, PRs, manual | Ruff lint + pytest + hatch build on Python 3.10, 3.11, 3.12 |
|
||||
| Node CLI | `cli-node-ci.yml` | Push to `cli/node/`, PRs, manual | Biome lint + tsc + vitest + tsup build on Node 20, 22 |
|
||||
| OpenClaw | `openclaw-checks.yml` | Push to `openclaw/`, PRs, manual | tsc + vitest (with Codecov) + tsup build on Node 20, 22 |
|
||||
| Embedchain | `ci.yml` (shared) | PRs on `embedchain/` | Ruff + pytest + coverage on Python 3.9–3.12 |
|
||||
|
||||
### CD Workflows (automated publishing)
|
||||
|
||||
| Workflow | File | Tag Prefix | Target |
|
||||
|----------|------|------------|--------|
|
||||
| Python SDK | `cd.yml` | `v*` | PyPI (`mem0ai`) |
|
||||
| TypeScript SDK | `ts-sdk-cd.yml` | `ts-v*` | npm (`mem0ai`) |
|
||||
| Python CLI | `cli-python-cd.yml` | `cli-v*` | PyPI (`mem0-cli`) |
|
||||
| Node CLI | `cli-node-cd.yml` | `cli-node-v*` | npm (`@mem0/cli`) |
|
||||
| Vercel AI SDK | `vercel-ai-cd.yml` | `vercel-ai-v*` | npm (`@mem0/vercel-ai-provider`) |
|
||||
| OpenClaw | `openclaw-cd.yml` | `openclaw-v*` | npm (`@mem0/openclaw-mem0`) |
|
||||
|
||||
- All publishing uses **OIDC trusted publishing** — no tokens or secrets required.
|
||||
- First publish of a new npm package must be done manually; OIDC works for subsequent versions.
|
||||
|
||||
### Utility Workflows
|
||||
|
||||
| Workflow | File | Purpose |
|
||||
|----------|------|---------|
|
||||
| Issue Labeler | `issue-labeler.yml` | Automatic issue labeling |
|
||||
| Stale Bot | `stale.yml` | Marks stale issues and PRs |
|
||||
| llms.txt Check | `docs-llms-txt-check.yml` | Blocks PRs touching `docs/**/*.mdx` when `docs/llms.txt` is out of sync. Fix locally with `python scripts/check-llms-txt-coverage.py --write`. |
|
||||
|
||||
## Task Completion Guidelines
|
||||
|
||||
These guidelines outline typical artifacts for different task types. Use judgment to adapt based on scope and context.
|
||||
|
||||
### Bug Fixes
|
||||
|
||||
1. **Unit tests**: Add tests that would fail without the fix (regression tests)
|
||||
2. **Implementation**: Fix the bug
|
||||
3. **Manual verification**: Run the relevant test suite to confirm the fix
|
||||
4. **Lint**: Run the appropriate linter for the package you modified
|
||||
|
||||
### New Features
|
||||
|
||||
1. **Implementation**: Build the feature following existing patterns
|
||||
2. **Unit tests**: Comprehensive test coverage for new functionality
|
||||
3. **Documentation**: Update relevant docs in `docs/` for public APIs
|
||||
4. **Examples**: Add usage examples if the feature introduces new user-facing behavior
|
||||
5. **llms.txt**: Any new `.mdx` page under `docs/` must be linked in `docs/llms.txt` with a scope tag (`[Platform]` / `[OSS]` / `[Both]`) and a `Use when ...` description. The `docs-llms-txt-check.yml` workflow runs on every PR that touches docs and **fails the check** if the index is out of sync. To fix: run `python scripts/check-llms-txt-coverage.py --write` locally to scaffold placeholders under `## Unclassified - needs triage`, then replace the `[TODO: ...]` tags, rewrite descriptions as `Use when ...`, move entries into the right section, and delete the triage heading when empty.
|
||||
|
||||
### New Provider (LLM / Embedding / Vector Store / Reranker)
|
||||
|
||||
1. **Implementation**: Follow the "Adding a New Provider" steps above
|
||||
2. **Tests**: Add unit tests matching the pattern of existing providers
|
||||
3. **Configuration**: Add to the appropriate `configs.py` and `__init__.py`
|
||||
4. **Dependencies**: Add to the correct optional group in `pyproject.toml`
|
||||
5. **Documentation**: Add an integration guide in `docs/integrations/`
|
||||
|
||||
### Refactoring / Internal Changes
|
||||
|
||||
- Unit tests for any changed behavior
|
||||
- No documentation needed for internal-only changes
|
||||
- Ensure all existing tests still pass
|
||||
|
||||
### When to Deviate
|
||||
|
||||
These are guidelines, not rigid rules. Adjust based on:
|
||||
|
||||
- **Scope**: Trivial fixes (typos, comments) may not need tests
|
||||
- **Visibility**: Internal changes may not need documentation
|
||||
- **Context**: Some changes span multiple categories — use judgment
|
||||
|
||||
When uncertain about expected artifacts, ask for clarification.
|
||||
|
||||
## Contributing Guidelines
|
||||
|
||||
### Workflow
|
||||
|
||||
1. Fork and clone the repository.
|
||||
2. Create a feature branch from `main` (e.g., `feature/my-new-feature`).
|
||||
3. Make your changes — add tests, docs, and examples as appropriate.
|
||||
4. Run linting and tests for every package you modified (see commands above).
|
||||
5. Run `pre-commit install` on first setup — hooks run ruff + isort automatically.
|
||||
6. Commit with a clear message following [Conventional Commits](https://www.conventionalcommits.org/) (e.g., `feat:`, `fix:`, `docs:`, `refactor:`).
|
||||
7. Push and open a Pull Request against `main`.
|
||||
|
||||
### Pull Request Requirements
|
||||
|
||||
Every PR must follow the repo's PR template (`.github/PULL_REQUEST_TEMPLATE.md`):
|
||||
|
||||
1. **Linked Issue** — Reference the issue with `Closes #<number>`. If no issue exists, create one first or explain why in the description.
|
||||
2. **Description** — Explain what the PR does and why it's needed.
|
||||
3. **Type of Change** — Check the appropriate box:
|
||||
- Bug fix / New feature / Breaking change / Refactor / Documentation update
|
||||
4. **Breaking Changes** — If applicable, describe what breaks and the migration path.
|
||||
5. **Test Coverage** — Check what applies:
|
||||
- Added/updated unit tests
|
||||
- Added/updated integration tests
|
||||
- Tested manually (describe how)
|
||||
- No tests needed (explain why)
|
||||
6. **Checklist** — All must be checked before merge:
|
||||
- [ ] Code follows the project's style guidelines
|
||||
- [ ] Self-review performed
|
||||
- [ ] Tests added that prove the fix/feature works
|
||||
- [ ] New and existing tests pass locally
|
||||
- [ ] Documentation updated if needed
|
||||
|
||||
### PR Description Template
|
||||
|
||||
```markdown
|
||||
## Linked Issue
|
||||
|
||||
Closes #<!-- issue number -->
|
||||
|
||||
## Description
|
||||
|
||||
<!-- What does this PR do? Why is it needed? -->
|
||||
|
||||
## Type of Change
|
||||
|
||||
- [ ] Bug fix (non-breaking change that fixes an issue)
|
||||
- [ ] New feature (non-breaking change that adds functionality)
|
||||
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
|
||||
- [ ] Refactor (no functional changes)
|
||||
- [ ] Documentation update
|
||||
|
||||
## Breaking Changes
|
||||
|
||||
N/A
|
||||
|
||||
## Test Coverage
|
||||
|
||||
- [ ] I added/updated unit tests
|
||||
- [ ] I added/updated integration tests
|
||||
- [ ] I tested manually (describe below)
|
||||
- [ ] No tests needed (explain why)
|
||||
|
||||
## Checklist
|
||||
|
||||
- [ ] My code follows the project's style guidelines
|
||||
- [ ] I have performed a self-review of my code
|
||||
- [ ] I have added tests that prove my fix/feature works
|
||||
- [ ] New and existing tests pass locally
|
||||
- [ ] I have updated documentation if needed
|
||||
```
|
||||
|
||||
### General Rules
|
||||
|
||||
- Follow existing code patterns — don't introduce new frameworks or abstractions without discussion.
|
||||
- Version bumps go in `pyproject.toml` (Python) or `package.json` (TypeScript).
|
||||
- For `server/` and `openmemory/` work, use Docker Compose for local development.
|
||||
- Do NOT use `pip` or `conda` for dependency management — use `hatch` (see `docs/contributing/development.mdx`).
|
||||
|
||||
### Contributing Guides
|
||||
|
||||
| Task | Guide |
|
||||
|------|-------|
|
||||
| Code contributions | `docs/contributing/development.mdx` |
|
||||
| Documentation contributions | `docs/contributing/documentation.mdx` |
|
||||
| PR template | `.github/PULL_REQUEST_TEMPLATE.md` |
|
||||
| Bug reports | `.github/ISSUE_TEMPLATE/bug_report.yml` |
|
||||
| Feature requests | `.github/ISSUE_TEMPLATE/feature_request.yml` |
|
||||
| Documentation issues | `.github/ISSUE_TEMPLATE/documentation_issue.yml` |
|
||||
|
||||
## Do NOT
|
||||
|
||||
- Modify CI/CD workflows without explicit approval.
|
||||
- Add new Python dependencies to the core `dependencies` list in `pyproject.toml` without discussion — use optional dependency groups instead.
|
||||
- Commit `.env` files, API keys, or credentials.
|
||||
- Modify `embedchain/` unless specifically working on that package — it has its own build system (Poetry).
|
||||
- Skip pre-commit hooks.
|
||||
- Use npm or yarn in TypeScript packages — this repo uses pnpm exclusively.
|
||||
- Use `require()` for imports in TypeScript — use ES module `import` syntax.
|
||||
- Mix up linter configs: root Python SDK uses line-length 120, Python CLI uses 100, Node CLI uses Biome (not ESLint/Ruff).
|
||||
- Modify `openmemory/` database migrations without understanding the Alembic migration chain.
|
||||
- Change public APIs without updating documentation in `docs/`.
|
||||
@@ -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
|
||||
|
||||
@@ -266,7 +266,7 @@ config = MemoryConfig(
|
||||
graph_store=GraphStoreConfig(provider="neo4j", config={...}), # optional
|
||||
history_db_path="~/.mem0/history.db",
|
||||
version="v1.1",
|
||||
custom_fact_extraction_prompt="Custom prompt...",
|
||||
custom_instructions="Custom prompt...",
|
||||
custom_update_memory_prompt="Custom prompt..."
|
||||
)
|
||||
```
|
||||
@@ -684,7 +684,7 @@ Conversation: {messages}
|
||||
"""
|
||||
|
||||
config = MemoryConfig(
|
||||
custom_fact_extraction_prompt=custom_extraction_prompt
|
||||
custom_instructions=custom_extraction_prompt
|
||||
)
|
||||
memory = Memory(config)
|
||||
```
|
||||
|
||||
@@ -41,16 +41,30 @@
|
||||
<p align="center">
|
||||
<a href="https://mem0.ai/research"><strong>📄 Building Production-Ready AI Agents with Scalable Long-Term Memory →</strong></a>
|
||||
</p>
|
||||
<p align="center">
|
||||
<strong>⚡ +26% Accuracy vs. OpenAI Memory • 🚀 91% Faster • 💰 90% Fewer Tokens</strong>
|
||||
</p>
|
||||
|
||||
> **🎉 mem0ai v1.0.0 is now available!** This major release includes API modernization, improved vector store support, and enhanced GCP integration. [See migration guide →](MIGRATION_GUIDE_v1.0.md)
|
||||
## New Memory Algorithm (April 2026)
|
||||
|
||||
## 🔥 Research Highlights
|
||||
- **+26% Accuracy** over OpenAI Memory on the LOCOMO benchmark
|
||||
- **91% Faster Responses** than full-context, ensuring low-latency at scale
|
||||
- **90% Lower Token Usage** than full-context, cutting costs without compromise
|
||||
| Benchmark | Old | New | Tokens | Latency p50 |
|
||||
| --- | --- | --- | --- | --- |
|
||||
| **LoCoMo** | 71.4 | **91.6** | 7.0K | 0.88s |
|
||||
| **LongMemEval** | 67.8 | **93.4** | 6.8K | 1.09s |
|
||||
| **BEAM (1M)** | — | **64.1** | 6.7K | 1.00s |
|
||||
| **BEAM (10M)** | — | **48.6** | 6.9K | 1.05s |
|
||||
|
||||
All benchmarks run on the same production-representative model stack. Single-pass retrieval (one call, no agentic loops).
|
||||
|
||||
**What changed:**
|
||||
- **Single-pass ADD-only extraction** -- one LLM call, no UPDATE/DELETE. Memories accumulate; nothing is overwritten.
|
||||
- **Agent-generated facts are first-class** -- when an agent confirms an action, that information is now stored with equal weight.
|
||||
- **Entity linking** -- entities are extracted, embedded, and linked across memories for retrieval boosting.
|
||||
- **Multi-signal retrieval** -- semantic, BM25 keyword, and entity matching scored in parallel and fused.
|
||||
|
||||
See the [migration guide](https://docs.mem0.ai/migration/oss-v2-to-v3) for upgrade instructions. The [evaluation framework](https://github.com/mem0ai/memory-benchmarks) is open-sourced so anyone can reproduce the numbers.
|
||||
|
||||
## Research Highlights
|
||||
- **91.6 on LoCoMo** -- +20 points over the previous algorithm
|
||||
- **93.4 on LongMemEval** -- +26 points, with +53.6 on assistant memory recall
|
||||
- **64.1 on BEAM (1M)** -- production-scale memory evaluation at 1M tokens
|
||||
- [Read the full paper](https://mem0.ai/research)
|
||||
|
||||
# Introduction
|
||||
@@ -88,6 +102,13 @@ Install the sdk via pip:
|
||||
pip install mem0ai
|
||||
```
|
||||
|
||||
For enhanced hybrid search with BM25 keyword matching and entity extraction, install with NLP support:
|
||||
|
||||
```bash
|
||||
pip install mem0ai[nlp]
|
||||
python -m spacy download en_core_web_sm
|
||||
```
|
||||
|
||||
Install sdk via npm:
|
||||
```bash
|
||||
npm install mem0ai
|
||||
@@ -109,7 +130,9 @@ See the [CLI documentation](https://docs.mem0.ai/platform/cli) for the full comm
|
||||
|
||||
### 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).
|
||||
Mem0 requires an LLM to function, with `gpt-5-mini` 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).
|
||||
|
||||
Mem0 uses `text-embedding-3-small` from OpenAI as the default embedding model. For best results with hybrid search (semantic + keyword + entity boosting), we recommend using at least [Qwen 600M](https://huggingface.co/Alibaba-NLP/gte-Qwen2-1.5B-instruct) or a comparable embedding model. See [Supported Embeddings](https://docs.mem0.ai/components/embedders/overview) for configuration details.
|
||||
|
||||
First step is to instantiate the memory:
|
||||
|
||||
@@ -122,13 +145,13 @@ memory = Memory()
|
||||
|
||||
def chat_with_memories(message: str, user_id: str = "default_user") -> str:
|
||||
# Retrieve relevant memories
|
||||
relevant_memories = memory.search(query=message, user_id=user_id, limit=3)
|
||||
relevant_memories = memory.search(query=message, filters={"user_id": user_id}, top_k=3)
|
||||
memories_str = "\n".join(f"- {entry['memory']}" for entry in relevant_memories["results"])
|
||||
|
||||
# Generate Assistant response
|
||||
system_prompt = f"You are a helpful AI. Answer the question based on query and memories.\nUser Memories:\n{memories_str}"
|
||||
messages = [{"role": "system", "content": system_prompt}, {"role": "user", "content": message}]
|
||||
response = openai_client.chat.completions.create(model="gpt-4.1-nano-2025-04-14", messages=messages)
|
||||
response = openai_client.chat.completions.create(model="gpt-5-mini", messages=messages)
|
||||
assistant_response = response.choices[0].message.content
|
||||
|
||||
# Create new memories from the conversation
|
||||
|
||||
+175
-15
@@ -28,7 +28,7 @@ mem0 CLI is the official command-line interface for [mem0](https://mem0.ai) -- t
|
||||
### Who is it for?
|
||||
|
||||
- Developers integrating mem0 into their workflows
|
||||
- AI agents that need persistent memory (the CLI is designed with `--output json` and `help --json` specifically for machine consumption)
|
||||
- AI agents that need persistent memory (the CLI is designed with `--json`/`--agent` global flags and `help --json` specifically for machine consumption)
|
||||
- DevOps/CI pipelines that need to manage memories programmatically
|
||||
|
||||
### Project Structure
|
||||
@@ -79,6 +79,7 @@ Apache-2.0
|
||||
│ ├── init_cmd.py # run_init (interactive wizard)
|
||||
│ ├── config_cmd.py # cmd_config_show, cmd_config_get, cmd_config_set
|
||||
│ ├── entities.py # cmd_entities_list, cmd_entities_delete
|
||||
│ ├── events_cmd.py # cmd_event_list, cmd_event_status
|
||||
│ └── utils.py # cmd_status, cmd_version, cmd_import
|
||||
└── node/
|
||||
├── package.json # Node package config (tsup build)
|
||||
@@ -88,6 +89,7 @@ Apache-2.0
|
||||
├── config.ts # Config loading/saving, env var overrides
|
||||
├── branding.ts # Colors, icons, banner, timedStatus, print helpers
|
||||
├── output.ts # Output formatting (text, json, table, quiet)
|
||||
├── state.ts # Agent mode flag (setAgentMode, isAgentMode)
|
||||
├── help.ts # Rich-style help formatter (panels, command ordering)
|
||||
├── backend/
|
||||
│ ├── index.ts # Re-exports
|
||||
@@ -98,6 +100,7 @@ Apache-2.0
|
||||
├── init.ts # runInit (interactive wizard)
|
||||
├── config.ts # cmdConfigShow, cmdConfigGet, cmdConfigSet
|
||||
├── entities.ts # cmdEntitiesList, cmdEntitiesDelete
|
||||
├── events.ts # cmdEventList, cmdEventStatus
|
||||
└── utils.ts # cmdStatus, cmdVersion, cmdImport
|
||||
```
|
||||
|
||||
@@ -155,9 +158,15 @@ Interactive setup wizard for mem0 CLI.
|
||||
| `-u, --user-id` | string | No | - | Default user ID (skip prompt). |
|
||||
| `--email` | string | No | - | Login via email verification code. |
|
||||
| `--code` | string | No | - | Verification code (use with --email for non-interactive login). |
|
||||
| `--force` | bool | No | false | Overwrite existing config without confirmation. |
|
||||
|
||||
**Behavior:**
|
||||
|
||||
*Existing config protection:*
|
||||
- If `~/.mem0/config.json` exists with an API key, the CLI warns and asks for confirmation before overwriting.
|
||||
- In non-TTY mode, this is a hard error unless `--force` is passed.
|
||||
- `--force` skips the confirmation in both TTY and non-TTY modes.
|
||||
|
||||
*Email login flow (when `--email` is provided):*
|
||||
- Sends a 6-digit verification code to the email via `POST /api/v1/auth/email_code/`.
|
||||
- If `--code` is also provided, verifies immediately (fully non-interactive).
|
||||
@@ -175,6 +184,7 @@ Interactive setup wizard for mem0 CLI.
|
||||
```bash
|
||||
mem0 init
|
||||
mem0 init --api-key m0-xxx --user-id alice
|
||||
mem0 init --api-key m0-xxx --user-id alice --force
|
||||
mem0 init --email alice@company.com
|
||||
mem0 init --email alice@company.com --code 482901
|
||||
```
|
||||
@@ -700,7 +710,114 @@ mem0 entity delete --user-id alice --dry-run
|
||||
|
||||
---
|
||||
|
||||
### 3.14 `status`
|
||||
### 3.14 `event list`
|
||||
|
||||
List recent background processing events.
|
||||
|
||||
| Property | Value |
|
||||
|------------------|-------|
|
||||
| Usage | `mem0 event list [OPTIONS]` |
|
||||
| needsBackend | Yes |
|
||||
| needsConfig | Yes |
|
||||
| resolveIds | No |
|
||||
| resolveGraph | No |
|
||||
| confirmDangerous | No |
|
||||
| Output formats | text (table), json |
|
||||
| Default output | table |
|
||||
| API endpoint | `GET /v1/events/` |
|
||||
|
||||
**Options:**
|
||||
|
||||
| Flag | Type | Default | Panel | Help |
|
||||
|----------------|--------|---------|------------|------|
|
||||
| `-o, --output` | string | "table" | Output | Output: text, json. |
|
||||
| `--api-key` | string | - | Connection | Override API key. |
|
||||
| `--base-url` | string | - | Connection | Override API base URL. |
|
||||
|
||||
**Behavior:** Fetches all background events for the project. Displays as a table with columns: Event ID (first 8 chars), Type, Status (color-coded), Latency, Created. Status values: `PENDING` (accent), `SUCCEEDED` (green), `FAILED` (red), `PROCESSING` (yellow).
|
||||
|
||||
**JSON output envelope:**
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "event list",
|
||||
"count": 3,
|
||||
"duration_ms": 87,
|
||||
"data": [
|
||||
{ "id": "evt-abc", "event_type": "ADD", "status": "SUCCEEDED", "latency": 412.0, "created_at": "2026-01-01T10:00:00Z" }
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
**Examples:**
|
||||
```bash
|
||||
mem0 event list
|
||||
mem0 event list --output json
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
### 3.15 `event status`
|
||||
|
||||
Get the status and results of a specific background event.
|
||||
|
||||
| Property | Value |
|
||||
|------------------|-------|
|
||||
| Usage | `mem0 event status <event_id> [OPTIONS]` |
|
||||
| needsBackend | Yes |
|
||||
| needsConfig | Yes |
|
||||
| resolveIds | No |
|
||||
| resolveGraph | No |
|
||||
| confirmDangerous | No |
|
||||
| Output formats | text, json |
|
||||
| Default output | text |
|
||||
| API endpoint | `GET /v1/events/{event_id}/` |
|
||||
|
||||
**Arguments:**
|
||||
|
||||
| Name | Type | Required | Help |
|
||||
|------------|--------|----------|------|
|
||||
| `event_id` | string | Yes | Event ID to inspect. |
|
||||
|
||||
**Options:**
|
||||
|
||||
| Flag | Type | Default | Panel | Help |
|
||||
|----------------|--------|---------|------------|------|
|
||||
| `-o, --output` | string | "text" | Output | Output: text, json. |
|
||||
| `--api-key` | string | - | Connection | Override API key. |
|
||||
| `--base-url` | string | - | Connection | Override API base URL. |
|
||||
|
||||
**Behavior:** Fetches the event by ID and displays: Event ID, Type, Status (color-coded), Latency, Created, Updated, and a numbered list of result memories (event type, memory text, user_id, truncated memory ID). Displayed in a boxed panel (text) or JSON envelope.
|
||||
|
||||
**JSON output envelope:**
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "event status",
|
||||
"duration_ms": 65,
|
||||
"data": {
|
||||
"id": "evt-abc",
|
||||
"event_type": "ADD",
|
||||
"status": "SUCCEEDED",
|
||||
"latency": 412.0,
|
||||
"created_at": "2026-01-01T10:00:00Z",
|
||||
"updated_at": "2026-01-01T10:00:01Z",
|
||||
"results": [
|
||||
{ "id": "mem-xyz", "event": "ADD", "user_id": "alice", "memory": "User prefers dark mode" }
|
||||
]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Examples:**
|
||||
```bash
|
||||
mem0 event status evt-abc-123
|
||||
mem0 event status evt-abc-123 --output json
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
### 3.16 `status`
|
||||
|
||||
Check connectivity and authentication.
|
||||
|
||||
@@ -721,20 +838,19 @@ Check connectivity and authentication.
|
||||
| `--api-key` | string | - | Connection | Override API key. |
|
||||
| `--base-url` | string | - | Connection | Override API base URL. |
|
||||
|
||||
**Behavior:** If config has a default `user_id` or `agent_id`, validates by making a minimal `POST /v2/memories/` with `page=1&page_size=1`. Otherwise validates via `GET /v1/entities/`. Displays connection status in a boxed panel (text) or JSON envelope.
|
||||
**Behavior:** Validates connectivity by calling `GET /v1/ping/`. Displays connection status in a boxed panel (text) or JSON envelope. The ping endpoint is lightweight and does not require any entity scope.
|
||||
|
||||
**JSON output:**
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "status",
|
||||
"duration_ms": 112,
|
||||
"data": {
|
||||
"connected": true,
|
||||
"backend": "platform",
|
||||
"base_url": "https://api.mem0.ai",
|
||||
"latency_ms": 245
|
||||
},
|
||||
"duration_ms": 245
|
||||
"base_url": "https://api.mem0.ai"
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
@@ -746,7 +862,7 @@ mem0 status -o json
|
||||
|
||||
---
|
||||
|
||||
### 3.15 `help`
|
||||
### 3.17 `help`
|
||||
|
||||
Show help. Use `--json` for machine-readable output (for LLM agents).
|
||||
|
||||
@@ -806,6 +922,9 @@ The auth header name is `Authorization` and the scheme is `Token` (not Bearer).
|
||||
| Delete all | `DELETE` | `/v1/memories/` | - | entity ID params |
|
||||
| List entities | `GET` | `/v1/entities/` | - | - |
|
||||
| Delete entities | `DELETE` | `/v1/entities/` | - | entity ID params |
|
||||
| List events | `GET` | `/v1/events/` | - | - |
|
||||
| Get event | `GET` | `/v1/events/{event_id}/` | - | - |
|
||||
| Ping (status) | `GET` | `/v1/ping/` | - | - |
|
||||
|
||||
### How Filters Are Built (`_buildFilters` / `_build_filters`)
|
||||
|
||||
@@ -1108,6 +1227,8 @@ For `PENDING` events, displays "Processing in background" with the event ID.
|
||||
|
||||
### 7.1 Supported Modes Per Command
|
||||
|
||||
All commands also support `agent` mode via the global `--json`/`--agent` flag, which wraps output in a structured JSON envelope with sanitized fields.
|
||||
|
||||
| Command | text | json | table | quiet |
|
||||
|----------------|------|------|-------|-------|
|
||||
| add | Y | Y | - | Y |
|
||||
@@ -1122,12 +1243,16 @@ For `PENDING` events, displays "Processing in background" with the event ID.
|
||||
| config set | (success msg) | - | - | - |
|
||||
| entity list | - | Y | Y (default) | - |
|
||||
| entity delete | Y | Y | - | Y |
|
||||
| event list | Y (table) | Y | - | - |
|
||||
| event status | Y | Y | - | - |
|
||||
| status | Y | Y | - | - |
|
||||
| help | Y | Y (--json) | - | - |
|
||||
|
||||
### 7.2 JSON Envelope Format (`formatJsonEnvelope`)
|
||||
### 7.2 JSON Envelope Format
|
||||
|
||||
Used by `config show`, `status`, and `import` for structured JSON output:
|
||||
There are two related envelope formats:
|
||||
|
||||
**`formatJsonEnvelope`** — used by `config show`, `status`, and `import` for `--output json`:
|
||||
|
||||
```json
|
||||
{
|
||||
@@ -1141,14 +1266,39 @@ Used by `config show`, `status`, and `import` for structured JSON output:
|
||||
}
|
||||
```
|
||||
|
||||
**`formatAgentEnvelope`** — used by all commands in agent mode (`--json`/`--agent`). Same structure, but `data` is passed through `sanitizeAgentData(command, data)` to project only the most relevant fields:
|
||||
|
||||
| Command | Fields in `data` |
|
||||
|---------------|-----------------|
|
||||
| add | `[{id, memory, event}]` or `[{status, event_id}]` for PENDING |
|
||||
| search | `[{id, memory, score, created_at, categories}]` |
|
||||
| list | `[{id, memory, created_at, categories}]` |
|
||||
| get | `{id, memory, created_at, updated_at, categories, metadata}` |
|
||||
| update | `{id, memory}` |
|
||||
| delete | (raw API response) |
|
||||
| entity list | `[{name, type, count}]` |
|
||||
| event list | `[{id, event_type, status, latency, created_at}]` |
|
||||
| event status | `{id, event_type, status, latency, created_at, updated_at, results: [{id, event, user_id, memory}]}` |
|
||||
| status/config/import | (pass-through) |
|
||||
|
||||
Error envelopes (on non-zero exit):
|
||||
```json
|
||||
{
|
||||
"status": "error",
|
||||
"command": "<command_name>",
|
||||
"error": "Authentication failed. Your API key may be invalid or expired.",
|
||||
"data": null
|
||||
}
|
||||
```
|
||||
|
||||
Fields:
|
||||
- `status`: Always `"success"` (errors go to stderr before exit).
|
||||
- `command`: The command name (e.g. `"status"`, `"config show"`, `"import"`).
|
||||
- `status`: `"success"` or `"error"`.
|
||||
- `command`: The command name.
|
||||
- `duration_ms`: Optional, elapsed time in milliseconds.
|
||||
- `scope`: Optional, active entity scope.
|
||||
- `scope`: Optional, active entity scope (omitted if empty).
|
||||
- `count`: Optional, result count.
|
||||
- `error`: Optional, error message string.
|
||||
- `data`: The primary payload.
|
||||
- `error`: Only present when `status` is `"error"`.
|
||||
- `data`: The primary payload (sanitized in agent mode).
|
||||
|
||||
### 7.3 Text Output
|
||||
|
||||
@@ -1219,6 +1369,16 @@ Destructive commands (`delete --all`, `delete --entity`, `entity delete`) requir
|
||||
- CI/CD pipelines
|
||||
- Scripting
|
||||
|
||||
### Why `--json`/`--agent` global flags exist
|
||||
|
||||
The `--json` and `--agent` flags (aliases of each other) activate agent mode globally. When set:
|
||||
1. All output becomes a structured JSON envelope (`{status, command, duration_ms, scope, count, data}`).
|
||||
2. The `data` field is sanitized via `sanitizeAgentData` — only the most relevant fields are included per command, reducing noise for agents parsing the output.
|
||||
3. All human-readable output (spinners, colors, banners, timing lines) is suppressed.
|
||||
4. Errors are emitted as JSON to stdout with a non-zero exit code, not to stderr as text.
|
||||
|
||||
This is distinct from `--output json`, which returns the raw API response without sanitization.
|
||||
|
||||
### Why `--output json` is on every command
|
||||
|
||||
Every data-returning command supports `--output json` (or `--json` for `help`). This enables machine consumption by AI agents and scripts. JSON output goes to stdout while human-readable spinners/timing go to stderr, so piping `mem0 list -o json | jq .` works cleanly.
|
||||
|
||||
+38
-6
@@ -2,6 +2,8 @@
|
||||
|
||||
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
|
||||
@@ -55,12 +57,45 @@ mem0 delete <memory-id>
|
||||
| `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 entities` | List or delete entities (users, agents, apps) |
|
||||
| `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`:
|
||||
@@ -68,13 +103,10 @@ Control how results are displayed with `--output`:
|
||||
| Format | Description |
|
||||
|--------|-------------|
|
||||
| `text` | Human-readable with colors and formatting (default) |
|
||||
| `json` | Structured JSON for piping to `jq` or agent consumption |
|
||||
| `json` | Structured JSON for piping to `jq` (raw API response) |
|
||||
| `table` | Tabular format (default for `list`) |
|
||||
| `quiet` | Minimal — just IDs or status codes |
|
||||
|
||||
```bash
|
||||
mem0 search "preferences" --user-id alice --output json | jq '.data.results[].memory'
|
||||
```
|
||||
| `agent` | Structured JSON envelope with sanitized fields (set by `--agent`/`--json`) |
|
||||
|
||||
## Environment variables
|
||||
|
||||
|
||||
+2
-1
@@ -515,7 +515,8 @@
|
||||
{ "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": "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." }
|
||||
]
|
||||
},
|
||||
{
|
||||
|
||||
+299
-37
@@ -2,10 +2,12 @@
|
||||
|
||||
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`)
|
||||
- pnpm (`npm install -g pnpm`) — for development only
|
||||
|
||||
## Installation
|
||||
|
||||
@@ -13,22 +15,307 @@ The official command-line interface for [mem0](https://mem0.ai) — the memory l
|
||||
npm install -g @mem0/cli
|
||||
```
|
||||
|
||||
Or from source:
|
||||
## Quick start
|
||||
|
||||
```bash
|
||||
cd node
|
||||
pnpm install
|
||||
pnpm build
|
||||
pnpm link --global
|
||||
# Interactive setup wizard
|
||||
mem0 init
|
||||
|
||||
# Now use it like a normal CLI
|
||||
mem0 --help
|
||||
# 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>
|
||||
```
|
||||
|
||||
## Running during development
|
||||
## Commands
|
||||
|
||||
### `mem0 init`
|
||||
|
||||
Interactive setup wizard. Prompts for your API key and default user ID.
|
||||
|
||||
```bash
|
||||
cd node
|
||||
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)
|
||||
@@ -39,36 +326,11 @@ pnpm dev search "test" --user-id alice
|
||||
# Or build first, then run the compiled JS
|
||||
pnpm build
|
||||
node dist/index.js --help
|
||||
node dist/index.js add "test memory" --user-id alice
|
||||
```
|
||||
|
||||
## Quick Start
|
||||
## Documentation
|
||||
|
||||
```bash
|
||||
# Set up your configuration
|
||||
mem0 init
|
||||
|
||||
# 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
|
||||
mem0 list --user-id alice
|
||||
```
|
||||
|
||||
## 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) |
|
||||
Full documentation is available at [docs.mem0.ai/platform/cli](https://docs.mem0.ai/platform/cli).
|
||||
|
||||
## License
|
||||
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@mem0/cli",
|
||||
"version": "0.1.0",
|
||||
"version": "0.2.3",
|
||||
"description": "The official CLI for mem0 — the memory layer for AI agents",
|
||||
"type": "module",
|
||||
"bin": {
|
||||
@@ -20,6 +20,11 @@
|
||||
},
|
||||
"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"
|
||||
|
||||
@@ -89,11 +89,17 @@ export interface Backend {
|
||||
|
||||
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 {
|
||||
|
||||
@@ -3,6 +3,8 @@
|
||||
*/
|
||||
|
||||
import type { PlatformConfig } from "../config.js";
|
||||
import { isAgentMode } from "../state.js";
|
||||
import { CLI_VERSION } from "../version.js";
|
||||
import {
|
||||
APIError,
|
||||
type AddOptions,
|
||||
@@ -24,6 +26,9 @@ export class PlatformBackend implements Backend {
|
||||
this.headers = {
|
||||
Authorization: `Token ${config.apiKey}`,
|
||||
"Content-Type": "application/json",
|
||||
"X-Mem0-Source": "cli",
|
||||
"X-Mem0-Client-Language": "node",
|
||||
"X-Mem0-Client-Version": CLI_VERSION,
|
||||
};
|
||||
}
|
||||
|
||||
@@ -38,9 +43,14 @@ export class PlatformBackend implements Backend {
|
||||
url += `?${qs}`;
|
||||
}
|
||||
|
||||
const headers = {
|
||||
...this.headers,
|
||||
"X-Mem0-Caller-Type": isAgentMode() ? "agent" : "user",
|
||||
};
|
||||
|
||||
const fetchOpts: RequestInit = {
|
||||
method,
|
||||
headers: this.headers,
|
||||
headers,
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
};
|
||||
if (opts?.json) {
|
||||
@@ -106,6 +116,7 @@ export class PlatformBackend implements Backend {
|
||||
if (opts.expires) payload.expiration_date = opts.expires;
|
||||
if (opts.categories) payload.categories = opts.categories;
|
||||
if (opts.enableGraph) payload.enable_graph = true;
|
||||
payload.source = "CLI";
|
||||
|
||||
return (await this._request("POST", "/v1/memories/", {
|
||||
json: payload,
|
||||
@@ -166,6 +177,7 @@ export class PlatformBackend implements Backend {
|
||||
if (opts.keyword) payload.keyword_search = true;
|
||||
if (opts.fields) payload.fields = opts.fields;
|
||||
if (opts.enableGraph) payload.enable_graph = true;
|
||||
payload.source = "CLI";
|
||||
|
||||
const result = (await this._request("POST", "/v2/memories/search/", {
|
||||
json: payload,
|
||||
@@ -176,10 +188,9 @@ export class PlatformBackend implements Backend {
|
||||
}
|
||||
|
||||
async get(memoryId: string): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", `/v1/memories/${memoryId}/`)) as Record<
|
||||
string,
|
||||
unknown
|
||||
>;
|
||||
return (await this._request("GET", `/v1/memories/${memoryId}/`, {
|
||||
params: { source: "CLI" },
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
|
||||
async listMemories(
|
||||
@@ -217,6 +228,7 @@ export class PlatformBackend implements Backend {
|
||||
});
|
||||
if (apiFilters) payload.filters = apiFilters;
|
||||
if (opts.enableGraph) payload.enable_graph = true;
|
||||
payload.source = "CLI";
|
||||
|
||||
const result = (await this._request("POST", "/v2/memories/", {
|
||||
json: payload,
|
||||
@@ -235,6 +247,7 @@ export class PlatformBackend implements Backend {
|
||||
const payload: Record<string, unknown> = {};
|
||||
if (content) payload.text = content;
|
||||
if (metadata) payload.metadata = metadata;
|
||||
payload.source = "CLI";
|
||||
return (await this._request("PUT", `/v1/memories/${memoryId}/`, {
|
||||
json: payload,
|
||||
})) as Record<string, unknown>;
|
||||
@@ -245,7 +258,7 @@ export class PlatformBackend implements Backend {
|
||||
opts: DeleteOptions = {},
|
||||
): Promise<Record<string, unknown>> {
|
||||
if (opts.all) {
|
||||
const params: Record<string, string> = {};
|
||||
const params: Record<string, string> = { source: "CLI" };
|
||||
if (opts.userId) params.user_id = opts.userId;
|
||||
if (opts.agentId) params.agent_id = opts.agentId;
|
||||
if (opts.appId) params.app_id = opts.appId;
|
||||
@@ -255,50 +268,46 @@ export class PlatformBackend implements Backend {
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
if (memoryId) {
|
||||
return (await this._request(
|
||||
"DELETE",
|
||||
`/v1/memories/${memoryId}/`,
|
||||
)) as Record<string, unknown>;
|
||||
return (await this._request("DELETE", `/v1/memories/${memoryId}/`, {
|
||||
params: { source: "CLI" },
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
throw new Error("Either memoryId or --all is required");
|
||||
}
|
||||
|
||||
async deleteEntities(opts: EntityIds): Promise<Record<string, unknown>> {
|
||||
const params: Record<string, string> = {};
|
||||
if (opts.userId) params.user_id = opts.userId;
|
||||
if (opts.agentId) params.agent_id = opts.agentId;
|
||||
if (opts.appId) params.app_id = opts.appId;
|
||||
if (opts.runId) params.run_id = opts.runId;
|
||||
if (Object.keys(params).length === 0) {
|
||||
// v2 endpoint: DELETE /v2/entities/{entity_type}/{entity_id}/
|
||||
const typeMap: [string, string | undefined][] = [
|
||||
["user", opts.userId],
|
||||
["agent", opts.agentId],
|
||||
["app", opts.appId],
|
||||
["run", opts.runId],
|
||||
];
|
||||
const entities = typeMap.filter(([, v]) => v) as [string, string][];
|
||||
if (entities.length === 0) {
|
||||
throw new Error("At least one entity ID is required for deleteEntities.");
|
||||
}
|
||||
return (await this._request("DELETE", "/v1/entities/", {
|
||||
params,
|
||||
})) as Record<string, unknown>;
|
||||
// Delete each provided entity via the v2 path-based endpoint
|
||||
let result: Record<string, unknown> = {};
|
||||
for (const [entityType, entityId] of entities) {
|
||||
result = (await this._request(
|
||||
"DELETE",
|
||||
`/v2/entities/${entityType}/${entityId}/`,
|
||||
{ params: { source: "CLI" } },
|
||||
)) as Record<string, unknown>;
|
||||
}
|
||||
return result;
|
||||
}
|
||||
|
||||
async ping(): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", "/v1/ping/")) as Record<string, unknown>;
|
||||
}
|
||||
|
||||
async status(
|
||||
opts: { userId?: string; agentId?: string } = {},
|
||||
): Promise<Record<string, unknown>> {
|
||||
try {
|
||||
if (opts.userId || opts.agentId) {
|
||||
const payload: Record<string, unknown> = {};
|
||||
const statusParams: Record<string, string> = {
|
||||
page: "1",
|
||||
page_size: "1",
|
||||
};
|
||||
const apiFilters = this._buildFilters({
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
});
|
||||
if (apiFilters) payload.filters = apiFilters;
|
||||
await this._request("POST", "/v2/memories/", {
|
||||
json: payload,
|
||||
params: statusParams,
|
||||
});
|
||||
} else {
|
||||
await this._request("GET", "/v1/entities/");
|
||||
}
|
||||
await this.ping();
|
||||
return { connected: true, backend: "platform", base_url: this.baseUrl };
|
||||
} catch (e) {
|
||||
return {
|
||||
@@ -335,4 +344,20 @@ export class PlatformBackend implements Backend {
|
||||
}
|
||||
return items;
|
||||
}
|
||||
|
||||
async listEvents(): Promise<Record<string, unknown>[]> {
|
||||
const result = (await this._request("GET", "/v1/events/")) as unknown;
|
||||
if (Array.isArray(result)) return result;
|
||||
return ((result as Record<string, unknown>).results ?? []) as Record<
|
||||
string,
|
||||
unknown
|
||||
>[];
|
||||
}
|
||||
|
||||
async getEvent(eventId: string): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", `/v1/event/${eventId}/`)) as Record<
|
||||
string,
|
||||
unknown
|
||||
>;
|
||||
}
|
||||
}
|
||||
|
||||
@@ -4,6 +4,7 @@
|
||||
|
||||
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 = `
|
||||
@@ -42,6 +43,7 @@ export function sym(fancy: string, plain: string): string {
|
||||
}
|
||||
|
||||
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 = ` ${TAGLINE}`;
|
||||
@@ -75,13 +77,29 @@ export function printBanner(): void {
|
||||
}
|
||||
|
||||
export function printSuccess(message: string): void {
|
||||
if (isAgentMode()) return;
|
||||
console.log(`${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}`);
|
||||
if (hint) {
|
||||
console.error(` ${dim(hint)}`);
|
||||
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(` ${dim(resolvedHint)}`);
|
||||
}
|
||||
}
|
||||
|
||||
@@ -90,15 +108,16 @@ export function printWarning(message: string): void {
|
||||
}
|
||||
|
||||
export function printInfo(message: string): void {
|
||||
if (isAgentMode()) return;
|
||||
console.error(`${brand(sym("◆", "*"))} ${message}`);
|
||||
}
|
||||
|
||||
export function printScope(ids: Record<string, string | undefined>): void {
|
||||
if (isAgentMode()) return;
|
||||
const parts: string[] = [];
|
||||
for (const [key, val] of Object.entries(ids)) {
|
||||
if (val) {
|
||||
const label = key.replace(/_/g, " ").replace("id", "ID").trim();
|
||||
parts.push(`${label}=${val}`);
|
||||
parts.push(`${key}=${val}`);
|
||||
}
|
||||
}
|
||||
if (parts.length > 0) {
|
||||
@@ -119,10 +138,14 @@ export async function timedStatus<T>(
|
||||
message: string,
|
||||
fn: (ctx: TimedStatusContext) => Promise<T>,
|
||||
): Promise<T> {
|
||||
if (isAgentMode()) {
|
||||
const ctx: TimedStatusContext = { successMsg: "", errorMsg: "" };
|
||||
return fn(ctx);
|
||||
}
|
||||
const ctx: TimedStatusContext = { successMsg: "", errorMsg: "" };
|
||||
const spinner = ora({
|
||||
text: dim(message),
|
||||
color: "magenta",
|
||||
color: "yellow",
|
||||
stream: process.stderr,
|
||||
}).start();
|
||||
const start = performance.now();
|
||||
@@ -139,7 +162,7 @@ export async function timedStatus<T>(
|
||||
const elapsed = ((performance.now() - start) / 1000).toFixed(2);
|
||||
spinner.stop();
|
||||
if (ctx.errorMsg) {
|
||||
console.error(`${error("✗ Error:")} ${ctx.errorMsg} (${elapsed}s)`);
|
||||
printError(`${ctx.errorMsg} (${elapsed}s)`);
|
||||
}
|
||||
throw err;
|
||||
}
|
||||
|
||||
@@ -11,15 +11,17 @@ import {
|
||||
saveConfig,
|
||||
setNestedValue,
|
||||
} from "../config.js";
|
||||
import { formatJsonEnvelope } from "../output.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 === "json") {
|
||||
formatJsonEnvelope({
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "config show",
|
||||
data: {
|
||||
defaults: {
|
||||
@@ -66,6 +68,7 @@ export function cmdConfigShow(opts: { output?: string } = {}): void {
|
||||
}
|
||||
|
||||
export function cmdConfigGet(key: string): void {
|
||||
setCurrentCommand("config get");
|
||||
const config = loadConfig();
|
||||
const value = getNestedValue(config, key);
|
||||
|
||||
@@ -73,20 +76,35 @@ export function cmdConfigGet(key: string): void {
|
||||
printError(`Unknown config key: ${key}`);
|
||||
} else {
|
||||
// Redact secrets
|
||||
if (key.includes("api_key") || key.split(".").pop() === "key") {
|
||||
console.log(redactKey(String(value)));
|
||||
const displayValue =
|
||||
key.includes("api_key") || key.split(".").pop() === "key"
|
||||
? redactKey(String(value))
|
||||
: String(value);
|
||||
if (isAgentMode()) {
|
||||
formatAgentEnvelope({
|
||||
command: "config get",
|
||||
data: { key, value: displayValue },
|
||||
});
|
||||
} else {
|
||||
console.log(String(value));
|
||||
console.log(displayValue);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export function cmdConfigSet(key: string, value: string): void {
|
||||
setCurrentCommand("config set");
|
||||
const config = loadConfig();
|
||||
if (setNestedValue(config, key, value)) {
|
||||
saveConfig(config);
|
||||
const display = key.includes("key") ? redactKey(value) : value;
|
||||
printSuccess(`${key} = ${display}`);
|
||||
if (isAgentMode()) {
|
||||
formatAgentEnvelope({
|
||||
command: "config set",
|
||||
data: { key, value: display },
|
||||
});
|
||||
} else {
|
||||
printSuccess(`${key} = ${display}`);
|
||||
}
|
||||
} else {
|
||||
printError(`Unknown config key: ${key}`);
|
||||
}
|
||||
|
||||
@@ -12,7 +12,8 @@ import {
|
||||
printSuccess,
|
||||
timedStatus,
|
||||
} from "../branding.js";
|
||||
import { formatJson } from "../output.js";
|
||||
import { formatAgentEnvelope, formatJson } from "../output.js";
|
||||
import { setCurrentCommand } from "../state.js";
|
||||
|
||||
const { brand, accent, dim } = colors;
|
||||
|
||||
@@ -23,6 +24,7 @@ export async function cmdEntitiesList(
|
||||
entityType: string,
|
||||
opts: { output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("entity list");
|
||||
if (!VALID_TYPES.has(entityType)) {
|
||||
printError(
|
||||
`Invalid entity type: ${entityType}. Use: ${[...VALID_TYPES].join(", ")}`,
|
||||
@@ -45,8 +47,13 @@ export async function cmdEntitiesList(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "json") {
|
||||
formatJson(results);
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "entity list",
|
||||
data: results,
|
||||
count: results.length,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
@@ -86,6 +93,12 @@ export async function cmdEntitiesDelete(
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("entity delete");
|
||||
const { isAgentMode } = await import("../state.js");
|
||||
if (isAgentMode() && !opts.force) {
|
||||
printError("Destructive operation requires --force in agent mode.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (!opts.userId && !opts.agentId && !opts.appId && !opts.runId) {
|
||||
printError(
|
||||
"Provide at least one of --user-id, --agent-id, --app-id, --run-id.",
|
||||
@@ -93,27 +106,20 @@ export async function cmdEntitiesDelete(
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${opts.userId}`);
|
||||
if (opts.agentId) scopeParts.push(`agent=${opts.agentId}`);
|
||||
if (opts.appId) scopeParts.push(`app=${opts.appId}`);
|
||||
if (opts.runId) scopeParts.push(`run=${opts.runId}`);
|
||||
const scope = scopeParts.join(", ");
|
||||
|
||||
if (opts.dryRun) {
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${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}`);
|
||||
printInfo(
|
||||
`Would delete entity ${scopeParts.join(", ")} and all its memories.`,
|
||||
);
|
||||
printInfo(`Would delete entity ${scope} and all its memories.`);
|
||||
printInfo("No changes made.");
|
||||
return;
|
||||
}
|
||||
|
||||
if (!opts.force) {
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${opts.userId}`);
|
||||
if (opts.agentId) scopeParts.push(`agent=${opts.agentId}`);
|
||||
if (opts.appId) scopeParts.push(`app=${opts.appId}`);
|
||||
if (opts.runId) scopeParts.push(`run=${opts.runId}`);
|
||||
const scope = scopeParts.join(", ");
|
||||
|
||||
const rl = readline.createInterface({
|
||||
input: process.stdin,
|
||||
output: process.stdout,
|
||||
@@ -148,7 +154,13 @@ export async function cmdEntitiesDelete(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "json") {
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "entity delete",
|
||||
data: { deleted: true },
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
printSuccess(`Entity deleted with all memories (${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();
|
||||
}
|
||||
@@ -2,6 +2,7 @@
|
||||
* mem0 init — interactive setup wizard.
|
||||
*/
|
||||
|
||||
import fs from "node:fs";
|
||||
import readline from "node:readline";
|
||||
import { PlatformBackend } from "../backend/platform.js";
|
||||
import {
|
||||
@@ -12,10 +13,12 @@ import {
|
||||
printSuccess,
|
||||
} from "../branding.js";
|
||||
import {
|
||||
CONFIG_FILE,
|
||||
DEFAULT_BASE_URL,
|
||||
type Mem0Config,
|
||||
createDefaultConfig,
|
||||
loadConfig,
|
||||
redactKey,
|
||||
saveConfig,
|
||||
} from "../config.js";
|
||||
|
||||
@@ -38,10 +41,16 @@ async function emailLogin(
|
||||
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: { "Content-Type": "application/json" },
|
||||
headers: sourceHeaders,
|
||||
body: JSON.stringify({ email }),
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
});
|
||||
@@ -82,7 +91,7 @@ async function emailLogin(
|
||||
|
||||
const verifyResp = await fetch(`${url}/api/v1/auth/email_code/verify/`, {
|
||||
method: "POST",
|
||||
headers: { "Content-Type": "application/json" },
|
||||
headers: sourceHeaders,
|
||||
body: JSON.stringify({ email, code: codeValue.trim() }),
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
});
|
||||
@@ -193,9 +202,10 @@ 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)")}`,
|
||||
"mem0-cli",
|
||||
_systemUser,
|
||||
);
|
||||
if (userId) config.defaults.userId = userId;
|
||||
}
|
||||
@@ -211,10 +221,20 @@ async function validatePlatform(config: Mem0Config): Promise<void> {
|
||||
});
|
||||
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"}`,
|
||||
"Check your API key and try again.",
|
||||
"Visit https://app.mem0.ai/dashboard/api-keys to get a new key, or run mem0 init again.",
|
||||
);
|
||||
}
|
||||
} catch (e) {
|
||||
@@ -228,6 +248,7 @@ export async function runInit(
|
||||
userId?: string;
|
||||
email?: string;
|
||||
code?: string;
|
||||
force?: boolean;
|
||||
} = {},
|
||||
): Promise<void> {
|
||||
const config = createDefaultConfig();
|
||||
@@ -247,6 +268,40 @@ export async function runInit(
|
||||
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();
|
||||
@@ -268,7 +323,9 @@ export async function runInit(
|
||||
|
||||
config.platform.apiKey = apiKeyVal;
|
||||
config.platform.baseUrl = baseUrl;
|
||||
config.defaults.userId = opts.userId || "mem0-cli";
|
||||
config.platform.userEmail = email;
|
||||
config.defaults.userId =
|
||||
opts.userId || process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
|
||||
saveConfig(config);
|
||||
console.log();
|
||||
@@ -283,6 +340,19 @@ export async function runInit(
|
||||
|
||||
// ── 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;
|
||||
@@ -293,15 +363,6 @@ export async function runInit(
|
||||
return;
|
||||
}
|
||||
|
||||
// Non-TTY without full flags: error with usage hint
|
||||
if (!process.stdin.isTTY && (!opts.apiKey || !opts.userId)) {
|
||||
printError(
|
||||
"Non-interactive terminal detected and missing required flags.",
|
||||
"Usage: mem0 init --api-key <key> --user-id <id>",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
printBanner();
|
||||
console.log();
|
||||
printInfo("Welcome! Let's set up your mem0 CLI.\n");
|
||||
@@ -341,7 +402,9 @@ export async function runInit(
|
||||
|
||||
config.platform.apiKey = apiKeyVal;
|
||||
config.platform.baseUrl = baseUrl;
|
||||
config.defaults.userId = opts.userId || "mem0-cli";
|
||||
config.platform.userEmail = email;
|
||||
config.defaults.userId =
|
||||
opts.userId || process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
|
||||
saveConfig(config);
|
||||
console.log();
|
||||
|
||||
+136
-27
@@ -13,6 +13,7 @@ import {
|
||||
} from "../branding.js";
|
||||
import {
|
||||
formatAddResult,
|
||||
formatAgentEnvelope,
|
||||
formatJson,
|
||||
formatJsonEnvelope,
|
||||
formatMemoriesTable,
|
||||
@@ -20,6 +21,18 @@ import {
|
||||
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,
|
||||
@@ -40,6 +53,7 @@ export async function cmdAdd(
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("add");
|
||||
let msgs: Record<string, unknown>[] | undefined;
|
||||
let content = text;
|
||||
|
||||
@@ -64,8 +78,8 @@ export async function cmdAdd(
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
// Read from stdin if piped
|
||||
else if (!content && !process.stdin.isTTY) {
|
||||
// Read from stdin only if stdin is an actual pipe or file redirect
|
||||
else if (!content && _stdinIsPiped()) {
|
||||
content = fs.readFileSync(0, "utf-8").trim();
|
||||
}
|
||||
|
||||
@@ -136,8 +150,43 @@ export async function cmdAdd(
|
||||
|
||||
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(result, opts.output);
|
||||
formatAddResult(dedupedResult, opts.output);
|
||||
return;
|
||||
}
|
||||
|
||||
@@ -148,14 +197,18 @@ export async function cmdAdd(
|
||||
app_id: opts.appId,
|
||||
run_id: opts.runId,
|
||||
});
|
||||
const results = Array.isArray(result)
|
||||
? result
|
||||
: ((result.results as unknown[]) ?? [result]);
|
||||
const count = results.length;
|
||||
printSuccess(
|
||||
`Memory processed — ${count} memor${count === 1 ? "y" : "ies"} extracted`,
|
||||
);
|
||||
formatAddResult(result, opts.output);
|
||||
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(
|
||||
@@ -176,6 +229,7 @@ export async function cmdSearch(
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("search");
|
||||
if (!query) {
|
||||
printError("No query provided. Pass a query argument or pipe via stdin.");
|
||||
process.exit(1);
|
||||
@@ -231,6 +285,23 @@ export async function cmdSearch(
|
||||
|
||||
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") {
|
||||
@@ -267,6 +338,7 @@ export async function cmdGet(
|
||||
memoryId: string,
|
||||
opts: { output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("get");
|
||||
let result: Record<string, unknown>;
|
||||
try {
|
||||
result = await timedStatus("Fetching memory...", async () => {
|
||||
@@ -277,7 +349,11 @@ export async function cmdGet(
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
formatSingleMemory(result, opts.output);
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({ command: "get", data: result });
|
||||
} else {
|
||||
formatSingleMemory(result, opts.output);
|
||||
}
|
||||
}
|
||||
|
||||
export async function cmdList(
|
||||
@@ -296,6 +372,7 @@ export async function cmdList(
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("list");
|
||||
if (opts.pageSize < 1) {
|
||||
printError("--page-size must be >= 1.");
|
||||
process.exit(1);
|
||||
@@ -330,12 +407,19 @@ export async function cmdList(
|
||||
|
||||
if (opts.output === "quiet") return;
|
||||
|
||||
if (opts.output === "json") {
|
||||
formatJsonEnvelope({
|
||||
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,
|
||||
scope: { user_id: opts.userId, agent_id: opts.agentId },
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "table") {
|
||||
if (results.length > 0) {
|
||||
@@ -374,6 +458,7 @@ export async function cmdUpdate(
|
||||
text: string | undefined,
|
||||
opts: { metadata?: string; output: string },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("update");
|
||||
let meta: Record<string, unknown> | undefined;
|
||||
if (opts.metadata) {
|
||||
try {
|
||||
@@ -396,7 +481,13 @@ export async function cmdUpdate(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "json") {
|
||||
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(
|
||||
@@ -410,6 +501,7 @@ export async function cmdDelete(
|
||||
memoryId: string,
|
||||
opts: { output: string; dryRun?: boolean; force?: boolean },
|
||||
): Promise<void> {
|
||||
setCurrentCommand("delete");
|
||||
if (opts.dryRun) {
|
||||
let mem: Record<string, unknown>;
|
||||
try {
|
||||
@@ -436,7 +528,13 @@ export async function cmdDelete(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "json") {
|
||||
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(
|
||||
@@ -458,16 +556,15 @@ export async function cmdDeleteAll(
|
||||
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
|
||||
if (opts.dryRun) {
|
||||
printInfo("Would delete ALL memories project-wide.");
|
||||
printInfo(
|
||||
"Run without --dry-run to see the actual count of deleted memories.",
|
||||
);
|
||||
printInfo("No changes made.");
|
||||
return;
|
||||
}
|
||||
// Note: --dry-run is ignored here because the API has no count-before-delete endpoint.
|
||||
|
||||
if (!opts.force) {
|
||||
const readline = await import("node:readline");
|
||||
@@ -509,7 +606,13 @@ export async function cmdDeleteAll(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "json") {
|
||||
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) {
|
||||
@@ -586,7 +689,13 @@ export async function cmdDeleteAll(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "json") {
|
||||
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) {
|
||||
|
||||
@@ -6,7 +6,8 @@ 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 { formatJsonEnvelope } from "../output.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;
|
||||
@@ -15,6 +16,7 @@ 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 {
|
||||
@@ -29,14 +31,13 @@ export async function cmdStatus(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "json") {
|
||||
formatJsonEnvelope({
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "status",
|
||||
data: {
|
||||
connected: result.connected,
|
||||
backend: result.backend ?? null,
|
||||
base_url: result.base_url ?? null,
|
||||
latency_ms: Math.round(elapsed * 1000),
|
||||
},
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
@@ -56,6 +57,15 @@ export async function cmdStatus(
|
||||
}
|
||||
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`);
|
||||
|
||||
@@ -81,6 +91,7 @@ export async function cmdImport(
|
||||
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");
|
||||
@@ -125,13 +136,12 @@ export async function cmdImport(
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
console.log(); // Clear progress line
|
||||
|
||||
if (opts.output === "json") {
|
||||
formatJsonEnvelope({
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "import",
|
||||
data: {
|
||||
added,
|
||||
failed,
|
||||
duration_s: Number.parseFloat(elapsed.toFixed(2)),
|
||||
},
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
|
||||
@@ -20,6 +20,7 @@ export const CONFIG_VERSION = 1;
|
||||
export interface PlatformConfig {
|
||||
apiKey: string;
|
||||
baseUrl: string;
|
||||
userEmail: string;
|
||||
}
|
||||
|
||||
export interface DefaultsConfig {
|
||||
@@ -30,10 +31,15 @@ export interface DefaultsConfig {
|
||||
enableGraph: boolean;
|
||||
}
|
||||
|
||||
export interface TelemetryConfig {
|
||||
anonymousId: string;
|
||||
}
|
||||
|
||||
export interface Mem0Config {
|
||||
version: number;
|
||||
defaults: DefaultsConfig;
|
||||
platform: PlatformConfig;
|
||||
telemetry: TelemetryConfig;
|
||||
}
|
||||
|
||||
export function createDefaultConfig(): Mem0Config {
|
||||
@@ -49,6 +55,10 @@ export function createDefaultConfig(): Mem0Config {
|
||||
platform: {
|
||||
apiKey: "",
|
||||
baseUrl: DEFAULT_BASE_URL,
|
||||
userEmail: "",
|
||||
},
|
||||
telemetry: {
|
||||
anonymousId: "",
|
||||
},
|
||||
};
|
||||
}
|
||||
@@ -70,6 +80,7 @@ export function loadConfig(): Mem0Config {
|
||||
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 ?? "";
|
||||
@@ -77,6 +88,9 @@ export function loadConfig(): Mem0Config {
|
||||
config.defaults.appId = defaults.app_id ?? "";
|
||||
config.defaults.runId = defaults.run_id ?? "";
|
||||
config.defaults.enableGraph = defaults.enable_graph ?? false;
|
||||
|
||||
const telemetry = data.telemetry ?? {};
|
||||
config.telemetry.anonymousId = telemetry.anonymous_id ?? "";
|
||||
}
|
||||
|
||||
// Environment variable overrides
|
||||
@@ -114,6 +128,10 @@ export function saveConfig(config: Mem0Config): void {
|
||||
platform: {
|
||||
api_key: config.platform.apiKey,
|
||||
base_url: config.platform.baseUrl,
|
||||
user_email: config.platform.userEmail,
|
||||
},
|
||||
telemetry: {
|
||||
anonymous_id: config.telemetry.anonymousId,
|
||||
},
|
||||
};
|
||||
|
||||
@@ -131,6 +149,7 @@ export function redactKey(key: string): string {
|
||||
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"],
|
||||
@@ -139,6 +158,7 @@ const KEY_MAP: Record<string, [keyof Mem0Config, string]> = {
|
||||
// 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"],
|
||||
|
||||
@@ -36,7 +36,7 @@ const COMMAND_GROUPS: { panel: string; commands: string[] }[] = [
|
||||
},
|
||||
{
|
||||
panel: "Management",
|
||||
commands: ["init", "status", "import", "help", "entity", "config"],
|
||||
commands: ["init", "status", "import", "help", "entity", "event", "config"],
|
||||
},
|
||||
];
|
||||
|
||||
|
||||
+213
-49
@@ -8,21 +8,27 @@ import fs from "node:fs";
|
||||
import path from "node:path";
|
||||
import { fileURLToPath } from "node:url";
|
||||
import { Command } from "commander";
|
||||
import { type Backend, getBackend } from "./backend/index.js";
|
||||
import { colors, printError } from "./branding.js";
|
||||
import { AuthError, type Backend, getBackend } from "./backend/index.js";
|
||||
import { colors, printError, printWarning } from "./branding.js";
|
||||
import type { Mem0Config } from "./config.js";
|
||||
import { loadConfig } 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 ──────────────────────────────────────────────────────────────
|
||||
|
||||
function getBackendAndConfig(
|
||||
async function getBackendAndConfig(
|
||||
apiKey?: string,
|
||||
baseUrl?: string,
|
||||
): { backend: Backend; config: Mem0Config } {
|
||||
): Promise<{ backend: Backend; config: Mem0Config }> {
|
||||
const config = loadConfig();
|
||||
|
||||
if (apiKey) config.platform.apiKey = apiKey;
|
||||
@@ -36,11 +42,58 @@ function getBackendAndConfig(
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
return { backend: getBackend(config), config };
|
||||
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 };
|
||||
}
|
||||
|
||||
function getBackendOnly(apiKey?: string, baseUrl?: string): Backend {
|
||||
return getBackendAndConfig(apiKey, baseUrl).backend;
|
||||
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;
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -105,18 +158,45 @@ program
|
||||
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(
|
||||
"Setup wizard for mem0 CLI. Supports email login (--email) or manual API key (--api-key).",
|
||||
)
|
||||
.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.")
|
||||
@@ -124,6 +204,7 @@ program
|
||||
"--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",
|
||||
@@ -135,6 +216,7 @@ program
|
||||
userId: opts.userId,
|
||||
email: opts.email,
|
||||
code: opts.code,
|
||||
force: opts.force,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -165,17 +247,24 @@ program
|
||||
)
|
||||
.action(async (text, opts) => {
|
||||
const { cmdAdd } = await import("./commands/memory.js");
|
||||
const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl);
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const ids = resolveIds(config, opts);
|
||||
const enableGraph = resolveGraph(config, opts);
|
||||
await cmdAdd(backend, text, { ...ids, ...opts, enableGraph });
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdAdd(backend, text, { ...ids, ...opts, enableGraph, output });
|
||||
});
|
||||
|
||||
// ── Memory: search ────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("search [query]")
|
||||
.description("Search memories by semantic 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.")
|
||||
@@ -215,9 +304,14 @@ program
|
||||
process.exit(1);
|
||||
}
|
||||
const { cmdSearch } = await import("./commands/memory.js");
|
||||
const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl);
|
||||
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,
|
||||
@@ -227,7 +321,7 @@ program
|
||||
filterJson: opts.filter,
|
||||
fields: opts.fields,
|
||||
enableGraph,
|
||||
output: opts.output,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -245,8 +339,10 @@ program
|
||||
)
|
||||
.action(async (memoryId, opts) => {
|
||||
const { cmdGet } = await import("./commands/memory.js");
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdGet(backend, memoryId, { output: opts.output });
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdGet(backend, memoryId, { output });
|
||||
});
|
||||
|
||||
// ── Memory: list ──────────────────────────────────────────────────────────
|
||||
@@ -279,9 +375,14 @@ program
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdList } = await import("./commands/memory.js");
|
||||
const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl);
|
||||
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,
|
||||
@@ -290,7 +391,7 @@ program
|
||||
after: opts.after,
|
||||
before: opts.before,
|
||||
enableGraph,
|
||||
output: opts.output,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -313,10 +414,12 @@ program
|
||||
resolvedText = fs.readFileSync(0, "utf-8").trim();
|
||||
}
|
||||
const { cmdUpdate } = await import("./commands/memory.js");
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
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: opts.output,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -352,6 +455,8 @@ program
|
||||
].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.");
|
||||
@@ -380,9 +485,9 @@ program
|
||||
// ── Dispatch: single memory ──
|
||||
if (memoryId) {
|
||||
const { cmdDelete } = await import("./commands/memory.js");
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdDelete(backend, memoryId, {
|
||||
output: opts.output,
|
||||
output,
|
||||
dryRun: opts.dryRun,
|
||||
force: opts.force,
|
||||
});
|
||||
@@ -392,7 +497,7 @@ program
|
||||
// ── Dispatch: --all ──
|
||||
if (opts.all) {
|
||||
const { cmdDeleteAll } = await import("./commands/memory.js");
|
||||
const { backend, config } = getBackendAndConfig(
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
@@ -409,7 +514,7 @@ program
|
||||
dryRun: opts.dryRun,
|
||||
all: opts.project,
|
||||
...ids,
|
||||
output: opts.output,
|
||||
output,
|
||||
});
|
||||
return;
|
||||
}
|
||||
@@ -417,8 +522,8 @@ program
|
||||
// ── Dispatch: --entity ──
|
||||
if (opts.entity) {
|
||||
const { cmdEntitiesDelete } = await import("./commands/entities.js");
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesDelete(backend, opts);
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesDelete(backend, { ...opts, output });
|
||||
return;
|
||||
}
|
||||
});
|
||||
@@ -440,7 +545,9 @@ configCmd
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdConfigShow } = await import("./commands/config.js");
|
||||
cmdConfigShow({ output: opts.output });
|
||||
const isAgent = checkAgentMode();
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
cmdConfigShow({ output });
|
||||
});
|
||||
|
||||
configCmd
|
||||
@@ -452,6 +559,7 @@ configCmd
|
||||
)
|
||||
.action(async (key) => {
|
||||
const { cmdConfigGet } = await import("./commands/config.js");
|
||||
checkAgentMode();
|
||||
cmdConfigGet(key);
|
||||
});
|
||||
|
||||
@@ -464,6 +572,7 @@ configCmd
|
||||
)
|
||||
.action(async (key, value) => {
|
||||
const { cmdConfigSet } = await import("./commands/config.js");
|
||||
checkAgentMode();
|
||||
cmdConfigSet(key, value);
|
||||
});
|
||||
|
||||
@@ -487,8 +596,10 @@ entityCmd
|
||||
)
|
||||
.action(async (entityType, opts) => {
|
||||
const { cmdEntitiesList } = await import("./commands/entities.js");
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesList(backend, entityType, { output: opts.output });
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEntitiesList(backend, entityType, { output });
|
||||
});
|
||||
|
||||
entityCmd
|
||||
@@ -509,8 +620,54 @@ entityCmd
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdEntitiesDelete } = await import("./commands/entities.js");
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesDelete(backend, opts);
|
||||
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 ──────────────────────────────────────────────────────
|
||||
@@ -524,11 +681,16 @@ program
|
||||
.addHelpText("after", "\nExamples:\n $ mem0 status\n $ mem0 status -o json")
|
||||
.action(async (opts) => {
|
||||
const { cmdStatus } = await import("./commands/utils.js");
|
||||
const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl);
|
||||
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: opts.output,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -546,12 +708,17 @@ program
|
||||
)
|
||||
.action(async (filePath, opts) => {
|
||||
const { cmdImport } = await import("./commands/utils.js");
|
||||
const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl);
|
||||
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: opts.output,
|
||||
output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -565,7 +732,9 @@ program
|
||||
.option("--json", "Output machine-readable JSON for LLM agents.", false)
|
||||
.addHelpText("after", "\nExamples:\n $ mem0 help\n $ mem0 help --json")
|
||||
.action((opts) => {
|
||||
if (opts.json) {
|
||||
// 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");
|
||||
@@ -595,7 +764,9 @@ program
|
||||
console.log(
|
||||
" add Add a memory from text, messages, file, or stdin",
|
||||
);
|
||||
console.log(" search Search memories by semantic query");
|
||||
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");
|
||||
@@ -605,6 +776,9 @@ program
|
||||
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();
|
||||
@@ -616,16 +790,6 @@ program
|
||||
}
|
||||
});
|
||||
|
||||
// ── Version ───────────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("version")
|
||||
.description("Show version.")
|
||||
.action(async () => {
|
||||
const { cmdVersion } = await import("./commands/utils.js");
|
||||
cmdVersion();
|
||||
});
|
||||
|
||||
// ── Entrypoint ────────────────────────────────────────────────────────────
|
||||
|
||||
program.parse();
|
||||
|
||||
+124
-3
@@ -169,17 +169,26 @@ export function formatAddResult(
|
||||
}
|
||||
|
||||
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) ?? "").slice(0, 8);
|
||||
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",
|
||||
];
|
||||
if (eventId) parts.push(dim(`(event ${eventId})`));
|
||||
console.log(parts.join(" "));
|
||||
if (eventId) {
|
||||
console.log(` ${dim(` event_id: ${eventId}`)}`);
|
||||
console.log(
|
||||
` ${dim(` → Check status: mem0 event status ${eventId}`)}`,
|
||||
);
|
||||
}
|
||||
continue;
|
||||
}
|
||||
|
||||
@@ -238,6 +247,118 @@ export function formatJsonEnvelope(opts: {
|
||||
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;
|
||||
@@ -249,7 +370,7 @@ export function printResultSummary(opts: {
|
||||
if (opts.scopeIds) {
|
||||
const scopeParts = Object.entries(opts.scopeIds)
|
||||
.filter(([, v]) => v)
|
||||
.map(([k, v]) => `${k.replace(/_/g, " ")}=${v}`);
|
||||
.map(([k, v]) => `${k}=${v}`);
|
||||
if (scopeParts.length > 0) parts.push(scopeParts.join(", "));
|
||||
}
|
||||
if (opts.durationSecs !== undefined)
|
||||
|
||||
@@ -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 +1,153 @@
|
||||
/**
|
||||
* 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, randomUUID } from "node:crypto";
|
||||
import path from "node:path";
|
||||
import { fileURLToPath } from "node:url";
|
||||
import { CONFIG_FILE, loadConfig, saveConfig } 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 persistent per-machine anonymous ID, generating one if needed.
|
||||
*
|
||||
* Stored in ~/.mem0/config.json under `telemetry.anonymous_id` so that
|
||||
* repeat runs on the same machine share one PostHog identity instead of
|
||||
* collapsing into a single shared fallback string.
|
||||
*/
|
||||
function getOrCreateAnonymousId(): string {
|
||||
const config = loadConfig();
|
||||
if (config.telemetry.anonymousId) {
|
||||
return config.telemetry.anonymousId;
|
||||
}
|
||||
|
||||
const newId = `cli-anon-${randomUUID().replace(/-/g, "")}`;
|
||||
config.telemetry.anonymousId = newId;
|
||||
try {
|
||||
saveConfig(config);
|
||||
} catch {
|
||||
/* ignore persistence failure — still return the generated ID */
|
||||
}
|
||||
return newId;
|
||||
}
|
||||
|
||||
/**
|
||||
* Return a stable anonymous identifier for the current user.
|
||||
*
|
||||
* Priority: cached user_email (from /v1/ping/) > MD5(api_key) >
|
||||
* persistent per-machine anonymous ID.
|
||||
*/
|
||||
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 */
|
||||
}
|
||||
try {
|
||||
return getOrCreateAnonymousId();
|
||||
} catch {
|
||||
return `cli-anon-${randomUUID().replace(/-/g, "")}`;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 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();
|
||||
|
||||
// Detect anonymous → identified transition. If a stored anonymous_id
|
||||
// exists and we just resolved to a real identity, fire a one-shot
|
||||
// $identify event so PostHog stitches the pre-signup history onto
|
||||
// the authenticated profile. Clear the stored id so we don't re-alias.
|
||||
let anonIdToAlias: string | null = null;
|
||||
if (
|
||||
distinctId &&
|
||||
!distinctId.startsWith("cli-anon-") &&
|
||||
config.telemetry.anonymousId
|
||||
) {
|
||||
anonIdToAlias = config.telemetry.anonymousId;
|
||||
config.telemetry.anonymousId = "";
|
||||
try {
|
||||
saveConfig(config);
|
||||
} catch {
|
||||
/* ignore — alias may double-fire next run, harmless */
|
||||
}
|
||||
}
|
||||
|
||||
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,
|
||||
anonDistinctIdToAlias: anonIdToAlias,
|
||||
};
|
||||
|
||||
const child = spawn(
|
||||
process.execPath,
|
||||
[SENDER_SCRIPT, JSON.stringify(context)],
|
||||
{ detached: true, stdio: "ignore" },
|
||||
);
|
||||
child.unref();
|
||||
} catch {
|
||||
/* silently swallow */
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,129 @@
|
||||
/**
|
||||
* 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 sendIdentifyEvent(ctx, payload, anonId) {
|
||||
const identifyPayload = {
|
||||
api_key: payload.api_key,
|
||||
event: "$identify",
|
||||
distinct_id: payload.distinct_id,
|
||||
properties: {
|
||||
$anon_distinct_id: anonId,
|
||||
$lib: (payload.properties && payload.properties.$lib) || "posthog-node",
|
||||
},
|
||||
};
|
||||
await sendPosthogEvent(ctx.posthogHost, identifyPayload);
|
||||
}
|
||||
|
||||
async function main() {
|
||||
const ctx = JSON.parse(process.argv[2]);
|
||||
const payload = ctx.payload;
|
||||
|
||||
if (ctx.needsEmail && ctx.mem0ApiKey) {
|
||||
await resolveAndCacheEmail(ctx, payload);
|
||||
}
|
||||
|
||||
// Fire $identify *after* email resolution so PostHog links the stored
|
||||
// anonymous id directly to the final identity (email, not the api-key
|
||||
// hash). The regular event is sent next so it lands under the merged
|
||||
// profile.
|
||||
if (ctx.anonDistinctIdToAlias) {
|
||||
await sendIdentifyEvent(ctx, payload, ctx.anonDistinctIdToAlias);
|
||||
}
|
||||
|
||||
await sendPosthogEvent(ctx.posthogHost, payload);
|
||||
}
|
||||
|
||||
main().catch(() => {});
|
||||
@@ -44,13 +44,6 @@ describe("CLI Integration — help and version", () => {
|
||||
expect(result.stdout).toContain("search");
|
||||
});
|
||||
|
||||
it("shows version with --version", () => {
|
||||
const result = run(["--version"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
expect(result.stdout).toContain("0.1.0");
|
||||
});
|
||||
|
||||
|
||||
it("help --json produces valid JSON", () => {
|
||||
const result = run(["help", "--json"]);
|
||||
expect(result.exitCode).toBe(0);
|
||||
|
||||
@@ -5,6 +5,7 @@
|
||||
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;
|
||||
|
||||
@@ -31,6 +32,7 @@ import { afterEach } from "vitest";
|
||||
afterEach(() => {
|
||||
console.log = originalLog;
|
||||
console.error = originalError;
|
||||
setAgentMode(false);
|
||||
});
|
||||
|
||||
describe("cmdAdd", () => {
|
||||
@@ -84,6 +86,59 @@ describe("cmdAdd", () => {
|
||||
});
|
||||
});
|
||||
|
||||
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");
|
||||
@@ -198,13 +253,6 @@ describe("cmdDeleteAll", () => {
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdVersion", () => {
|
||||
it("shows version", async () => {
|
||||
const { cmdVersion } = await import("../src/commands/utils.js");
|
||||
cmdVersion();
|
||||
expect(output).toContain("0.1.0");
|
||||
});
|
||||
});
|
||||
|
||||
describe("cmdEntitiesList", () => {
|
||||
it("lists users in table mode", async () => {
|
||||
@@ -219,3 +267,168 @@ describe("cmdEntitiesList", () => {
|
||||
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");
|
||||
});
|
||||
});
|
||||
|
||||
@@ -10,6 +10,7 @@ import {
|
||||
formatSingleMemory,
|
||||
formatAddResult,
|
||||
printResultSummary,
|
||||
sanitizeAgentData,
|
||||
} from "../src/output.js";
|
||||
|
||||
let output: string;
|
||||
@@ -98,6 +99,18 @@ describe("formatAddResult", () => {
|
||||
});
|
||||
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", () => {
|
||||
@@ -113,3 +126,73 @@ describe("printResultSummary", () => {
|
||||
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();
|
||||
});
|
||||
});
|
||||
|
||||
@@ -71,5 +71,42 @@ export function createMockBackend(): Backend {
|
||||
{ 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" },
|
||||
},
|
||||
],
|
||||
}),
|
||||
};
|
||||
}
|
||||
|
||||
+315
-5
@@ -1,6 +1,12 @@
|
||||
# mem0 CLI
|
||||
# mem0 CLI (Python)
|
||||
|
||||
The official command-line interface for [mem0](https://mem0.ai) — the memory layer for AI agents.
|
||||
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
|
||||
|
||||
@@ -18,22 +24,326 @@ 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
|
||||
## Quick start
|
||||
|
||||
```bash
|
||||
# Set up your configuration
|
||||
# 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
|
||||
# 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
|
||||
|
||||
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
|
||||
|
||||
[project]
|
||||
name = "mem0-cli"
|
||||
version = "0.1.0"
|
||||
version = "0.2.3"
|
||||
description = "The official CLI for mem0 — the memory layer for AI agents"
|
||||
readme = "README.md"
|
||||
license = "Apache-2.0"
|
||||
|
||||
@@ -1,3 +1,3 @@
|
||||
"""mem0 CLI — the command-line interface for the mem0 memory layer."""
|
||||
|
||||
__version__ = "0.1.0"
|
||||
__version__ = "0.2.3"
|
||||
|
||||
+215
-19
@@ -2,7 +2,10 @@
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import contextlib
|
||||
import json as _json
|
||||
import os
|
||||
import stat as _stat_mod
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
@@ -10,7 +13,7 @@ import typer
|
||||
from rich.console import Console
|
||||
|
||||
from mem0_cli import __version__
|
||||
from mem0_cli.branding import BRAND_COLOR, print_error
|
||||
from mem0_cli.branding import BRAND_COLOR, print_error, print_warning
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
@@ -43,7 +46,52 @@ entity_app = typer.Typer(
|
||||
no_args_is_help=True,
|
||||
rich_markup_mode="rich",
|
||||
)
|
||||
# entity_app registered after Memory commands to control panel ordering
|
||||
|
||||
event_app = typer.Typer(
|
||||
name="event",
|
||||
help="Inspect background processing events.",
|
||||
no_args_is_help=True,
|
||||
rich_markup_mode="rich",
|
||||
)
|
||||
# entity_app and event_app registered after Memory commands to control panel ordering
|
||||
|
||||
|
||||
# ── Validated user identity (set by _get_backend_and_config) ──────────────
|
||||
|
||||
_validated_user_email: str | None = None
|
||||
|
||||
# ── Telemetry helper ─────────────────────────────────────────────────────
|
||||
|
||||
|
||||
def _fire_telemetry(command_name: str, extra: dict | None = None) -> None:
|
||||
"""Fire a PostHog telemetry event (non-blocking, never fails)."""
|
||||
try:
|
||||
from mem0_cli.telemetry import capture_event
|
||||
|
||||
props = {"command": command_name}
|
||||
if extra:
|
||||
props.update(extra)
|
||||
capture_event(f"cli.{command_name}", props, pre_resolved_email=_validated_user_email)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
|
||||
@config_app.callback(invoke_without_command=True)
|
||||
def _config_callback(ctx: typer.Context) -> None:
|
||||
if ctx.invoked_subcommand:
|
||||
_fire_telemetry(f"config.{ctx.invoked_subcommand}")
|
||||
|
||||
|
||||
@entity_app.callback(invoke_without_command=True)
|
||||
def _entity_callback(ctx: typer.Context) -> None:
|
||||
if ctx.invoked_subcommand:
|
||||
_fire_telemetry(f"entity.{ctx.invoked_subcommand}")
|
||||
|
||||
|
||||
@event_app.callback(invoke_without_command=True)
|
||||
def _event_callback(ctx: typer.Context) -> None:
|
||||
if ctx.invoked_subcommand:
|
||||
_fire_telemetry(f"event.{ctx.invoked_subcommand}")
|
||||
|
||||
|
||||
# ── Helpers ───────────────────────────────────────────────────────────────
|
||||
@@ -53,9 +101,16 @@ def _get_backend_and_config(
|
||||
api_key: str | None = None,
|
||||
base_url: str | None = None,
|
||||
):
|
||||
"""Build and return the Platform backend plus the loaded config."""
|
||||
"""Build and return the Platform backend plus the loaded config.
|
||||
|
||||
Validates the API key upfront via ``/v1/ping/`` and caches the
|
||||
resolved user email for telemetry.
|
||||
"""
|
||||
global _validated_user_email
|
||||
|
||||
from mem0_cli.backend import get_backend
|
||||
from mem0_cli.config import load_config
|
||||
from mem0_cli.backend.platform import AuthError
|
||||
from mem0_cli.config import load_config, save_config
|
||||
|
||||
config = load_config()
|
||||
|
||||
@@ -72,7 +127,29 @@ def _get_backend_and_config(
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
|
||||
return get_backend(config), config
|
||||
backend = get_backend(config)
|
||||
|
||||
# Validate the API key upfront with a fast timeout
|
||||
try:
|
||||
ping_data = backend.ping(timeout=5.0)
|
||||
email = ping_data.get("user_email") if isinstance(ping_data, dict) else None
|
||||
if email:
|
||||
_validated_user_email = email
|
||||
if config.platform.user_email != email:
|
||||
config.platform.user_email = email
|
||||
with contextlib.suppress(Exception):
|
||||
save_config(config)
|
||||
except AuthError:
|
||||
print_error(
|
||||
err_console,
|
||||
"Invalid or expired API key.",
|
||||
hint="Run 'mem0 init' or set MEM0_API_KEY environment variable.",
|
||||
)
|
||||
raise typer.Exit(1) from None
|
||||
except Exception:
|
||||
print_warning(err_console, "Could not validate API key (network issue). Proceeding anyway.")
|
||||
|
||||
return backend, config
|
||||
|
||||
|
||||
def _get_backend(
|
||||
@@ -114,9 +191,22 @@ def _resolve_ids(
|
||||
}
|
||||
|
||||
|
||||
def _stdin_is_piped() -> bool:
|
||||
"""Return True only when stdin is an actual pipe or file redirect — not a bare open fd."""
|
||||
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 _read_stdin() -> str | None:
|
||||
"""Read from stdin if it is piped (not a TTY)."""
|
||||
if not sys.stdin.isatty():
|
||||
"""Read from stdin if it is an actual pipe or file redirect (not a TTY, not agent mode)."""
|
||||
if _stdin_is_piped():
|
||||
return sys.stdin.read().strip() or None
|
||||
return None
|
||||
|
||||
@@ -128,12 +218,26 @@ def _read_stdin() -> str | None:
|
||||
def main_callback(
|
||||
ctx: typer.Context,
|
||||
version: bool = typer.Option(False, "--version", help="Show version and exit."),
|
||||
json_agent: bool = typer.Option(
|
||||
False,
|
||||
"--json",
|
||||
"--agent",
|
||||
help="Output as JSON for agent/programmatic use.",
|
||||
is_eager=False,
|
||||
),
|
||||
) -> None:
|
||||
if json_agent:
|
||||
from mem0_cli.state import set_agent_mode
|
||||
|
||||
set_agent_mode(True)
|
||||
if version:
|
||||
from mem0_cli.commands.utils import cmd_version
|
||||
|
||||
_fire_telemetry("version")
|
||||
cmd_version()
|
||||
raise typer.Exit()
|
||||
if ctx.invoked_subcommand:
|
||||
_fire_telemetry(ctx.invoked_subcommand)
|
||||
|
||||
|
||||
# ── Memory: add ───────────────────────────────────────────────────────────
|
||||
@@ -273,7 +377,7 @@ def search(
|
||||
None, "--base-url", help="Override API base URL.", rich_help_panel="Connection"
|
||||
),
|
||||
) -> None:
|
||||
"""Search memories by semantic query.
|
||||
"""Query your memory store — semantic, keyword, or hybrid retrieval.
|
||||
|
||||
Examples:
|
||||
mem0 search "preferences" --user-id alice
|
||||
@@ -538,12 +642,14 @@ def delete(
|
||||
|
||||
# ── Dispatch ─────────────────────────────────────────────────────
|
||||
if memory_id is not None:
|
||||
_fire_telemetry("delete", {"delete_mode": "single"})
|
||||
from mem0_cli.commands.memory import cmd_delete
|
||||
|
||||
backend = _get_backend(api_key, base_url)
|
||||
cmd_delete(backend, memory_id, dry_run=dry_run, force=force, output=output)
|
||||
|
||||
elif all_:
|
||||
_fire_telemetry("delete", {"delete_mode": "all"})
|
||||
from mem0_cli.commands.memory import cmd_delete_all
|
||||
|
||||
backend, config = _get_backend_and_config(api_key, base_url)
|
||||
@@ -551,6 +657,7 @@ def delete(
|
||||
cmd_delete_all(backend, force=force, dry_run=dry_run, all_=project, **ids, output=output)
|
||||
|
||||
else: # --entity
|
||||
_fire_telemetry("delete", {"delete_mode": "entity"})
|
||||
from mem0_cli.commands.entities import cmd_entities_delete
|
||||
|
||||
backend = _get_backend(api_key, base_url)
|
||||
@@ -702,6 +809,70 @@ def entity_delete(
|
||||
app.add_typer(entity_app, name="entity", rich_help_panel="Management")
|
||||
|
||||
|
||||
# ── Event subcommands ─────────────────────────────────────────────────────
|
||||
|
||||
|
||||
@event_app.command("list")
|
||||
def event_list(
|
||||
output: str = typer.Option(
|
||||
"table", "--output", "-o", help="Output: table, json.", rich_help_panel="Output"
|
||||
),
|
||||
api_key: str | None = typer.Option(
|
||||
None,
|
||||
"--api-key",
|
||||
help="Override API key.",
|
||||
envvar="MEM0_API_KEY",
|
||||
rich_help_panel="Connection",
|
||||
),
|
||||
base_url: str | None = typer.Option(
|
||||
None, "--base-url", help="Override API base URL.", rich_help_panel="Connection"
|
||||
),
|
||||
) -> None:
|
||||
"""List recent background processing events.
|
||||
|
||||
Examples:
|
||||
mem0 event list
|
||||
mem0 event list -o json
|
||||
"""
|
||||
from mem0_cli.commands.events_cmd import cmd_event_list
|
||||
|
||||
backend = _get_backend(api_key, base_url)
|
||||
cmd_event_list(backend, output=output)
|
||||
|
||||
|
||||
@event_app.command("status")
|
||||
def event_status(
|
||||
event_id: str = typer.Argument(..., help="Event ID to inspect."),
|
||||
output: str = typer.Option(
|
||||
"text", "--output", "-o", help="Output: text, json.", rich_help_panel="Output"
|
||||
),
|
||||
api_key: str | None = typer.Option(
|
||||
None,
|
||||
"--api-key",
|
||||
help="Override API key.",
|
||||
envvar="MEM0_API_KEY",
|
||||
rich_help_panel="Connection",
|
||||
),
|
||||
base_url: str | None = typer.Option(
|
||||
None, "--base-url", help="Override API base URL.", rich_help_panel="Connection"
|
||||
),
|
||||
) -> None:
|
||||
"""Check the status of a specific background event.
|
||||
|
||||
Examples:
|
||||
mem0 event status <event-id>
|
||||
mem0 event status <event-id> -o json
|
||||
"""
|
||||
from mem0_cli.commands.events_cmd import cmd_event_status
|
||||
|
||||
backend = _get_backend(api_key, base_url)
|
||||
cmd_event_status(backend, event_id, output=output)
|
||||
|
||||
|
||||
# ── Event subgroup ──
|
||||
app.add_typer(event_app, name="event", rich_help_panel="Management")
|
||||
|
||||
|
||||
# ── Management commands ───────────────────────────────────────────────────
|
||||
|
||||
|
||||
@@ -715,6 +886,9 @@ def init(
|
||||
code: str | None = typer.Option(
|
||||
None, "--code", help="Verification code (use with --email for non-interactive login)."
|
||||
),
|
||||
force: bool = typer.Option(
|
||||
False, "--force", help="Overwrite existing config without confirmation."
|
||||
),
|
||||
) -> None:
|
||||
"""Interactive setup wizard for mem0 CLI.
|
||||
|
||||
@@ -726,7 +900,7 @@ def init(
|
||||
"""
|
||||
from mem0_cli.commands.init_cmd import run_init
|
||||
|
||||
run_init(api_key=api_key, user_id=user_id, email=email, code=code)
|
||||
run_init(api_key=api_key, user_id=user_id, email=email, code=code, force=force)
|
||||
|
||||
|
||||
# (entity_app registered at module level, below sub-group definitions)
|
||||
@@ -831,7 +1005,7 @@ def _build_help_json() -> dict:
|
||||
},
|
||||
},
|
||||
"search": {
|
||||
"description": "Search memories by semantic query.",
|
||||
"description": "Query your memory store — semantic, keyword, or hybrid retrieval.",
|
||||
"usage": "mem0 search <query> [OPTIONS]",
|
||||
"arguments": {"query": {"description": "Search query.", "required": False}},
|
||||
"options": {
|
||||
@@ -935,6 +1109,24 @@ def _build_help_json() -> dict:
|
||||
"value": {"description": "Value to set.", "required": True},
|
||||
},
|
||||
},
|
||||
"event": {
|
||||
"description": "Inspect background processing events.",
|
||||
"subcommands": {
|
||||
"list": {
|
||||
"description": "List recent background processing events.",
|
||||
"usage": "mem0 event list [OPTIONS]",
|
||||
"options": {"--output, -o": "Output format: table, json."},
|
||||
},
|
||||
"status": {
|
||||
"description": "Check the status of a specific background event.",
|
||||
"usage": "mem0 event status <event_id> [OPTIONS]",
|
||||
"arguments": {
|
||||
"event_id": {"description": "Event ID to inspect.", "required": True}
|
||||
},
|
||||
"options": {"--output, -o": "Output format: text, json."},
|
||||
},
|
||||
},
|
||||
},
|
||||
"entity": {
|
||||
"description": "Manage entities.",
|
||||
"subcommands": {
|
||||
@@ -986,6 +1178,7 @@ def _build_help_json() -> dict:
|
||||
"global_options": {
|
||||
"--api-key": "Override API key (env: MEM0_API_KEY).",
|
||||
"--base-url": "Override API base URL.",
|
||||
"--json / --agent": "Output as JSON for agent/programmatic use.",
|
||||
"--help": "Show help for a command.",
|
||||
"--version": "Show version and exit.",
|
||||
},
|
||||
@@ -1015,7 +1208,7 @@ def help(
|
||||
console.print("Usage: mem0 <command> [OPTIONS]\n")
|
||||
console.print("[bold]Commands:[/]")
|
||||
console.print(" add Add a memory from text, messages, file, or stdin")
|
||||
console.print(" search Search memories by semantic query")
|
||||
console.print(" search Query your memory store (semantic, keyword, hybrid)")
|
||||
console.print(" get Get a specific memory by ID")
|
||||
console.print(" list List memories with optional filters")
|
||||
console.print(" update Update a memory's text or metadata")
|
||||
@@ -1023,6 +1216,7 @@ def help(
|
||||
console.print(" import Import memories from a JSON file")
|
||||
console.print(" config Manage configuration (show, get, set)")
|
||||
console.print(" entity Manage entities (list, delete)")
|
||||
console.print(" event Inspect background events (list, status)")
|
||||
console.print(" init Interactive setup wizard")
|
||||
console.print(" status Check connectivity and authentication")
|
||||
console.print()
|
||||
@@ -1031,14 +1225,6 @@ def help(
|
||||
console.print()
|
||||
|
||||
|
||||
@app.command(rich_help_panel="Utility")
|
||||
def version() -> None:
|
||||
"""Show version and exit."""
|
||||
from mem0_cli.commands.utils import cmd_version
|
||||
|
||||
cmd_version()
|
||||
|
||||
|
||||
# Register config subgroup here so it appears after help in Management panel
|
||||
app.add_typer(config_app, name="config", rich_help_panel="Management")
|
||||
|
||||
@@ -1047,4 +1233,14 @@ app.add_typer(config_app, name="config", rich_help_panel="Management")
|
||||
|
||||
|
||||
def main() -> None:
|
||||
import sys
|
||||
|
||||
# Allow --json/--agent anywhere in the command line (not just before subcommand).
|
||||
_json_flags = {"--json", "--agent"}
|
||||
if any(a in _json_flags for a in sys.argv[1:]):
|
||||
from mem0_cli.state import set_agent_mode
|
||||
|
||||
set_agent_mode(True)
|
||||
sys.argv = [sys.argv[0]] + [a for a in sys.argv[1:] if a not in _json_flags]
|
||||
|
||||
app()
|
||||
|
||||
@@ -104,6 +104,12 @@ class Backend(ABC):
|
||||
@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."""
|
||||
|
||||
@@ -6,6 +6,7 @@ from typing import Any
|
||||
|
||||
import httpx
|
||||
|
||||
from mem0_cli import __version__
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.config import PlatformConfig
|
||||
|
||||
@@ -21,11 +22,17 @@ class PlatformBackend(Backend):
|
||||
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.")
|
||||
@@ -86,6 +93,7 @@ class PlatformBackend(Backend):
|
||||
payload["categories"] = categories
|
||||
if enable_graph:
|
||||
payload["enable_graph"] = True
|
||||
payload["source"] = "CLI"
|
||||
|
||||
return self._request("POST", "/v1/memories/", json=payload)
|
||||
|
||||
@@ -165,6 +173,7 @@ class PlatformBackend(Backend):
|
||||
payload["fields"] = fields
|
||||
if enable_graph:
|
||||
payload["enable_graph"] = True
|
||||
payload["source"] = "CLI"
|
||||
|
||||
result = self._request("POST", "/v2/memories/search/", json=payload)
|
||||
return (
|
||||
@@ -174,7 +183,7 @@ class PlatformBackend(Backend):
|
||||
)
|
||||
|
||||
def get(self, memory_id: str) -> dict:
|
||||
return self._request("GET", f"/v1/memories/{memory_id}/")
|
||||
return self._request("GET", f"/v1/memories/{memory_id}/", params={"source": "CLI"})
|
||||
|
||||
def list_memories(
|
||||
self,
|
||||
@@ -213,6 +222,7 @@ class PlatformBackend(Backend):
|
||||
payload["filters"] = api_filters
|
||||
if enable_graph:
|
||||
payload["enable_graph"] = True
|
||||
payload["source"] = "CLI"
|
||||
|
||||
result = self._request("POST", "/v2/memories/", json=payload, params=params)
|
||||
return (
|
||||
@@ -229,6 +239,7 @@ class PlatformBackend(Backend):
|
||||
payload["text"] = content
|
||||
if metadata:
|
||||
payload["metadata"] = metadata
|
||||
payload["source"] = "CLI"
|
||||
return self._request("PUT", f"/v1/memories/{memory_id}/", json=payload)
|
||||
|
||||
def delete(
|
||||
@@ -242,7 +253,7 @@ class PlatformBackend(Backend):
|
||||
run_id: str | None = None,
|
||||
) -> dict:
|
||||
if all:
|
||||
params: dict[str, str] = {}
|
||||
params: dict[str, str] = {"source": "CLI"}
|
||||
if user_id:
|
||||
params["user_id"] = user_id
|
||||
if agent_id:
|
||||
@@ -253,7 +264,7 @@ class PlatformBackend(Backend):
|
||||
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}/")
|
||||
return self._request("DELETE", f"/v1/memories/{memory_id}/", params={"source": "CLI"})
|
||||
else:
|
||||
raise ValueError("Either memory_id or --all is required")
|
||||
|
||||
@@ -265,18 +276,37 @@ class PlatformBackend(Backend):
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
) -> dict:
|
||||
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
|
||||
if not params:
|
||||
# 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.")
|
||||
return self._request("DELETE", "/v1/entities/", params=params)
|
||||
# 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}/", params={"source": "CLI"}
|
||||
)
|
||||
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,
|
||||
@@ -284,19 +314,9 @@ class PlatformBackend(Backend):
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
) -> dict[str, Any]:
|
||||
"""Check connectivity by making a lightweight API call."""
|
||||
"""Check connectivity using the ping endpoint."""
|
||||
try:
|
||||
# If entity IDs are available, validate with a minimal memories list
|
||||
if user_id or agent_id:
|
||||
payload: dict[str, Any] = {}
|
||||
params = {"page": "1", "page_size": "1"}
|
||||
api_filters = self._build_filters(user_id=user_id, agent_id=agent_id)
|
||||
if api_filters:
|
||||
payload["filters"] = api_filters
|
||||
self._request("POST", "/v2/memories/", json=payload, params=params)
|
||||
else:
|
||||
# No entity IDs — use entities endpoint to validate API key
|
||||
self._request("GET", "/v1/entities/")
|
||||
self.ping()
|
||||
return {"connected": True, "backend": "platform", "base_url": self.base_url}
|
||||
except Exception as e:
|
||||
return {"connected": False, "backend": "platform", "error": str(e)}
|
||||
@@ -311,6 +331,13 @@ class PlatformBackend(Backend):
|
||||
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
|
||||
|
||||
@@ -43,6 +43,10 @@ def _sym(fancy: str, plain: str) -> str:
|
||||
|
||||
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}")
|
||||
|
||||
@@ -61,11 +65,28 @@ def print_banner(console: Console) -> None:
|
||||
|
||||
|
||||
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:
|
||||
@@ -73,11 +94,19 @@ def print_error(console: Console, message: str, hint: str | None = None) -> None
|
||||
|
||||
|
||||
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}")
|
||||
|
||||
@@ -89,7 +118,9 @@ def timed_status(console: Console, message: str):
|
||||
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):
|
||||
@@ -97,6 +128,13 @@ def timed_status(console: Console, message: str):
|
||||
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):
|
||||
@@ -105,6 +143,11 @@ def timed_status(console: Console, message: str):
|
||||
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
|
||||
@@ -114,11 +157,14 @@ def timed_status(console: Console, message: str):
|
||||
|
||||
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:
|
||||
label = key.replace("_", " ").replace("id", "ID").strip()
|
||||
parts.append(f"{label}={val}")
|
||||
parts.append(f"{key}={val}")
|
||||
if parts:
|
||||
scope_str = ", ".join(parts)
|
||||
console.print(f" [{DIM_COLOR}]Scope: {scope_str}[/]")
|
||||
|
||||
@@ -20,12 +20,17 @@ err_console = Console(stderr=True)
|
||||
|
||||
def cmd_config_show(*, output: str = "text") -> None:
|
||||
"""Display current configuration (secrets redacted)."""
|
||||
from mem0_cli.output import format_json_envelope
|
||||
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 == "json":
|
||||
format_json_envelope(
|
||||
if output in ("json", "agent"):
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="config show",
|
||||
data={
|
||||
@@ -84,25 +89,44 @@ def cmd_config_show(*, output: str = "text") -> None:
|
||||
|
||||
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:
|
||||
# Redact secrets
|
||||
if "api_key" in key or "key" in key.split(".")[-1:]:
|
||||
console.print(redact_key(str(value)))
|
||||
else:
|
||||
console.print(str(value))
|
||||
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
|
||||
print_success(console, f"{key} = {display}")
|
||||
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}")
|
||||
|
||||
@@ -18,7 +18,7 @@ from mem0_cli.branding import (
|
||||
print_success,
|
||||
timed_status,
|
||||
)
|
||||
from mem0_cli.output import format_json
|
||||
from mem0_cli.output import format_agent_envelope, format_json
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
@@ -26,6 +26,11 @@ 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(
|
||||
@@ -42,6 +47,16 @@ def cmd_entities_list(backend: Backend, entity_type: str, *, output: str) -> Non
|
||||
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
|
||||
@@ -77,41 +92,39 @@ def cmd_entities_delete(
|
||||
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:
|
||||
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)
|
||||
print_info(console, f"Would delete entity {scope} and all its memories.")
|
||||
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:
|
||||
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)
|
||||
|
||||
confirm = typer.confirm(
|
||||
f"\n \u26a0 Delete entity {scope} AND all its memories? This cannot be undone."
|
||||
f"\n \u26a0 Delete entity {scope_str} AND all its memories? This cannot be undone."
|
||||
)
|
||||
if not confirm:
|
||||
print_info(console, "Cancelled.")
|
||||
@@ -131,7 +144,25 @@ def cmd_entities_delete(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "json":
|
||||
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()
|
||||
@@ -19,7 +19,7 @@ from mem0_cli.branding import (
|
||||
print_info,
|
||||
print_success,
|
||||
)
|
||||
from mem0_cli.config import DEFAULT_BASE_URL, Mem0Config, save_config
|
||||
from mem0_cli.config import CONFIG_FILE, DEFAULT_BASE_URL, Mem0Config, load_config, save_config
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
@@ -108,6 +108,10 @@ def _email_login(
|
||||
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
|
||||
@@ -116,6 +120,7 @@ def _email_login(
|
||||
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.")
|
||||
@@ -148,6 +153,7 @@ def _email_login(
|
||||
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.")
|
||||
@@ -169,6 +175,7 @@ def run_init(
|
||||
user_id: str | None = None,
|
||||
email: str | None = None,
|
||||
code: str | None = None,
|
||||
force: bool = False,
|
||||
) -> None:
|
||||
"""Interactive setup wizard for mem0 CLI.
|
||||
|
||||
@@ -184,6 +191,29 @@ def run_init(
|
||||
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:
|
||||
@@ -205,7 +235,10 @@ def run_init(
|
||||
raise typer.Exit(1)
|
||||
config.platform.api_key = api_key_val
|
||||
config.platform.base_url = base_url
|
||||
config.defaults.user_id = user_id or "mem0-cli"
|
||||
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)
|
||||
|
||||
@@ -220,6 +253,17 @@ def run_init(
|
||||
|
||||
# ── 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
|
||||
@@ -229,15 +273,6 @@ def run_init(
|
||||
print_success(console, "Configuration saved to ~/.mem0/config.json")
|
||||
return
|
||||
|
||||
# Non-TTY without full flags -> error
|
||||
if not sys.stdin.isatty() and (not api_key or not user_id):
|
||||
print_error(
|
||||
err_console,
|
||||
"Non-interactive terminal detected and required flags missing.",
|
||||
hint="Run: mem0 init --api-key <key> --user-id <id>",
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
|
||||
print_banner(console)
|
||||
console.print()
|
||||
print_info(console, "Welcome! Let's set up your mem0 CLI.\n")
|
||||
@@ -271,7 +306,10 @@ def run_init(
|
||||
raise typer.Exit(1)
|
||||
config.platform.api_key = api_key_val
|
||||
config.platform.base_url = base_url
|
||||
config.defaults.user_id = user_id or "mem0-cli"
|
||||
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)
|
||||
|
||||
@@ -331,9 +369,10 @@ def _setup_defaults(config: Mem0Config) -> None:
|
||||
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="mem0-cli",
|
||||
default=_default_user,
|
||||
)
|
||||
if user_id:
|
||||
config.defaults.user_id = user_id
|
||||
@@ -353,11 +392,19 @@ def _validate_platform(config: Mem0Config) -> 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="Check your API key and try again.",
|
||||
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}")
|
||||
|
||||
@@ -3,6 +3,8 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import stat as _stat_mod
|
||||
import sys
|
||||
import time as _time
|
||||
from pathlib import Path
|
||||
@@ -20,6 +22,7 @@ from mem0_cli.branding import (
|
||||
)
|
||||
from mem0_cli.output import (
|
||||
format_add_result,
|
||||
format_agent_envelope,
|
||||
format_json,
|
||||
format_memories_table,
|
||||
format_memories_text,
|
||||
@@ -31,6 +34,19 @@ 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,
|
||||
@@ -50,6 +66,11 @@ def cmd_add(
|
||||
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
|
||||
|
||||
@@ -70,8 +91,8 @@ def cmd_add(
|
||||
print_error(err_console, f"Invalid JSON in --messages: {e}")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
# Read from stdin if no text and stdin is piped
|
||||
elif not content and not sys.stdin.isatty():
|
||||
# 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:
|
||||
@@ -133,18 +154,61 @@ def cmd_add(
|
||||
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 results
|
||||
results = result if isinstance(result, list) else result.get("results", [result])
|
||||
count = len(results) if results else 0
|
||||
print_success(
|
||||
console, f"Memory processed — {count} memor{'y' if count == 1 else 'ies'} extracted"
|
||||
)
|
||||
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)
|
||||
|
||||
|
||||
@@ -166,6 +230,11 @@ def cmd_search(
|
||||
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:
|
||||
@@ -210,6 +279,27 @@ def cmd_search(
|
||||
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":
|
||||
@@ -236,6 +326,11 @@ def cmd_search(
|
||||
|
||||
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)
|
||||
@@ -243,7 +338,10 @@ def cmd_get(backend: Backend, memory_id: str, *, output: str) -> None:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
format_single_memory(console, result, output)
|
||||
if output == "agent":
|
||||
format_agent_envelope(console, command="get", data=result)
|
||||
else:
|
||||
format_single_memory(console, result, output)
|
||||
|
||||
|
||||
def cmd_list(
|
||||
@@ -262,6 +360,11 @@ def cmd_list(
|
||||
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)
|
||||
@@ -292,15 +395,24 @@ def cmd_list(
|
||||
if output == "quiet":
|
||||
return
|
||||
|
||||
if output == "json":
|
||||
from mem0_cli.output import format_json_envelope
|
||||
|
||||
format_json_envelope(
|
||||
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),
|
||||
scope={k: v for k, v in {"user_id": user_id, "agent_id": agent_id}.items() if v},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "table":
|
||||
if results:
|
||||
@@ -343,6 +455,11 @@ def cmd_update(
|
||||
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:
|
||||
@@ -360,7 +477,14 @@ def cmd_update(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "json":
|
||||
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)")
|
||||
@@ -375,6 +499,11 @@ def cmd_delete(
|
||||
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:
|
||||
@@ -395,7 +524,14 @@ def cmd_delete(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "json":
|
||||
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)")
|
||||
@@ -414,13 +550,17 @@ def cmd_delete_all(
|
||||
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
|
||||
if dry_run:
|
||||
print_info(console, "Would delete ALL memories project-wide.")
|
||||
print_info(console, "Run without --dry-run to see the actual count.")
|
||||
print_info(console, "No changes made (dry run).")
|
||||
return
|
||||
# Note: --dry-run is ignored here because the API has no count-before-delete endpoint.
|
||||
|
||||
if not force:
|
||||
confirm = typer.confirm(
|
||||
@@ -445,7 +585,14 @@ def cmd_delete_all(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "json":
|
||||
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:
|
||||
@@ -503,7 +650,25 @@ def cmd_delete_all(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "json":
|
||||
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:
|
||||
|
||||
@@ -35,22 +35,26 @@ def cmd_status(
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Check connectivity and auth."""
|
||||
from mem0_cli.output import format_json_envelope
|
||||
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 == "json":
|
||||
format_json_envelope(
|
||||
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", ""),
|
||||
"latency_ms": int(_elapsed * 1000),
|
||||
},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
@@ -67,6 +71,14 @@ def cmd_status(
|
||||
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)
|
||||
@@ -96,7 +108,12 @@ def cmd_import(
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Import memories from a JSON file."""
|
||||
from mem0_cli.output import format_json_envelope
|
||||
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())
|
||||
@@ -129,11 +146,13 @@ def cmd_import(
|
||||
failed += 1
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "json":
|
||||
format_json_envelope(
|
||||
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, "duration_s": round(_elapsed, 2)},
|
||||
data={"added": added, "failed": failed},
|
||||
scope=scope or None,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
@@ -27,6 +27,7 @@ CONFIG_VERSION = 1
|
||||
class PlatformConfig:
|
||||
api_key: str = ""
|
||||
base_url: str = DEFAULT_BASE_URL
|
||||
user_email: str = ""
|
||||
|
||||
|
||||
@dataclass
|
||||
@@ -38,16 +39,23 @@ class DefaultsConfig:
|
||||
enable_graph: bool = False
|
||||
|
||||
|
||||
@dataclass
|
||||
class TelemetryConfig:
|
||||
anonymous_id: str = ""
|
||||
|
||||
|
||||
@dataclass
|
||||
class Mem0Config:
|
||||
version: int = CONFIG_VERSION
|
||||
defaults: DefaultsConfig = field(default_factory=DefaultsConfig)
|
||||
platform: PlatformConfig = field(default_factory=PlatformConfig)
|
||||
telemetry: TelemetryConfig = field(default_factory=TelemetryConfig)
|
||||
|
||||
|
||||
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",
|
||||
@@ -76,6 +84,7 @@ def load_config() -> Mem0Config:
|
||||
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", "")
|
||||
@@ -84,6 +93,9 @@ def load_config() -> Mem0Config:
|
||||
config.defaults.run_id = defaults.get("run_id", "")
|
||||
config.defaults.enable_graph = defaults.get("enable_graph", False)
|
||||
|
||||
telemetry = data.get("telemetry", {})
|
||||
config.telemetry.anonymous_id = telemetry.get("anonymous_id", "")
|
||||
|
||||
# Environment variable overrides
|
||||
env_key = os.environ.get("MEM0_API_KEY")
|
||||
if env_key:
|
||||
@@ -132,6 +144,10 @@ def save_config(config: Mem0Config) -> None:
|
||||
"platform": {
|
||||
"api_key": config.platform.api_key,
|
||||
"base_url": config.platform.base_url,
|
||||
"user_email": config.platform.user_email,
|
||||
},
|
||||
"telemetry": {
|
||||
"anonymous_id": config.telemetry.anonymous_id,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
@@ -155,16 +155,23 @@ def format_add_result(console: Console, result: dict | list, output: str = "text
|
||||
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", "")[:8]
|
||||
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[/]")
|
||||
if event_id:
|
||||
parts.append(f"[{DIM_COLOR}](event {event_id})[/]")
|
||||
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")
|
||||
@@ -225,6 +232,100 @@ def format_json_envelope(
|
||||
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,
|
||||
@@ -237,7 +338,7 @@ def print_result_summary(
|
||||
parts = [f"{count} result{'s' if count != 1 else ''}"]
|
||||
if page is not None:
|
||||
parts.append(f"page {page}")
|
||||
scope_parts = [f"{k.replace('_', ' ')}={v}" for k, v in scope_ids.items() if v]
|
||||
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:
|
||||
|
||||
@@ -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 +1,146 @@
|
||||
"""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 contextlib
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import platform
|
||||
import subprocess
|
||||
import sys
|
||||
import uuid
|
||||
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_or_create_anonymous_id() -> str:
|
||||
"""Return a persistent per-machine anonymous ID, generating one if needed.
|
||||
|
||||
Stored in ~/.mem0/config.json under `telemetry.anonymous_id` so that
|
||||
repeat runs on the same machine share one PostHog identity instead of
|
||||
collapsing into a single shared fallback string.
|
||||
"""
|
||||
from mem0_cli.config import load_config, save_config
|
||||
|
||||
config = load_config()
|
||||
if config.telemetry.anonymous_id:
|
||||
return config.telemetry.anonymous_id
|
||||
|
||||
new_id = f"cli-anon-{uuid.uuid4().hex}"
|
||||
config.telemetry.anonymous_id = new_id
|
||||
with contextlib.suppress(Exception):
|
||||
save_config(config)
|
||||
return new_id
|
||||
|
||||
|
||||
def _get_distinct_id() -> str:
|
||||
"""Return a stable anonymous identifier for the current user.
|
||||
|
||||
Priority: cached user_email (from /v1/ping/) > MD5(api_key) >
|
||||
persistent per-machine anonymous ID.
|
||||
"""
|
||||
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
|
||||
try:
|
||||
return _get_or_create_anonymous_id()
|
||||
except Exception:
|
||||
return f"cli-anon-{uuid.uuid4().hex}"
|
||||
|
||||
|
||||
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, save_config
|
||||
from mem0_cli.state import is_agent_mode
|
||||
|
||||
config = load_config()
|
||||
distinct_id = pre_resolved_email or _get_distinct_id()
|
||||
|
||||
# Detect anonymous → identified transition. If a stored anonymous_id
|
||||
# exists and we just resolved to a real identity, fire a one-shot
|
||||
# $identify event so PostHog stitches the pre-signup history onto
|
||||
# the authenticated profile. Clear the stored id so we don't re-alias.
|
||||
anon_id_to_alias: str | None = None
|
||||
if (
|
||||
distinct_id
|
||||
and not distinct_id.startswith("cli-anon-")
|
||||
and config.telemetry.anonymous_id
|
||||
):
|
||||
anon_id_to_alias = config.telemetry.anonymous_id
|
||||
config.telemetry.anonymous_id = ""
|
||||
with contextlib.suppress(Exception):
|
||||
save_config(config)
|
||||
|
||||
payload = {
|
||||
"api_key": POSTHOG_API_KEY,
|
||||
"distinct_id": distinct_id,
|
||||
"event": event_name,
|
||||
"properties": {
|
||||
"source": "CLI",
|
||||
"language": "python",
|
||||
"cli_version": __version__,
|
||||
"agent_mode": is_agent_mode(),
|
||||
"python_version": sys.version,
|
||||
"os": sys.platform,
|
||||
"os_version": platform.version(),
|
||||
"$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),
|
||||
"anon_distinct_id_to_alias": anon_id_to_alias,
|
||||
}
|
||||
|
||||
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 +1,108 @@
|
||||
"""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)
|
||||
|
||||
# Fire $identify *after* email resolution so PostHog links the stored
|
||||
# anonymous id directly to the final identity (email, not the api-key
|
||||
# hash). The regular event is sent next so it lands under the merged
|
||||
# profile.
|
||||
anon_id = ctx.get("anon_distinct_id_to_alias")
|
||||
if anon_id:
|
||||
_send_identify_event(ctx, payload, anon_id)
|
||||
|
||||
_send_posthog_event(ctx["posthog_host"], payload)
|
||||
|
||||
|
||||
def _send_identify_event(ctx: dict, payload: dict, anon_id: str) -> None:
|
||||
"""Send a PostHog $identify event aliasing anon_id → payload['distinct_id']."""
|
||||
identify_payload = {
|
||||
"api_key": payload["api_key"],
|
||||
"event": "$identify",
|
||||
"distinct_id": payload["distinct_id"],
|
||||
"properties": {
|
||||
"$anon_distinct_id": anon_id,
|
||||
"$lib": payload.get("properties", {}).get("$lib", "posthog-python"),
|
||||
},
|
||||
}
|
||||
_send_posthog_event(ctx["posthog_host"], identify_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()
|
||||
@@ -96,6 +96,43 @@ def mock_backend():
|
||||
{"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
|
||||
|
||||
|
||||
@@ -83,11 +83,6 @@ class TestCLIIntegration:
|
||||
assert "add" in result.stdout
|
||||
assert "search" in result.stdout
|
||||
|
||||
def test_version_flag(self):
|
||||
result = _run(["--version"])
|
||||
assert result.returncode == 0
|
||||
assert "0.1.0" in result.stdout
|
||||
|
||||
def test_add_help(self):
|
||||
result = _run(["add", "--help"])
|
||||
assert result.returncode == 0
|
||||
|
||||
@@ -3,6 +3,7 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import typing
|
||||
from io import StringIO
|
||||
from unittest.mock import patch
|
||||
|
||||
@@ -16,6 +17,7 @@ from mem0_cli.commands.config_cmd import (
|
||||
cmd_config_show,
|
||||
)
|
||||
from mem0_cli.commands.entities import cmd_entities_delete, cmd_entities_list
|
||||
from mem0_cli.commands.events_cmd import cmd_event_list, cmd_event_status
|
||||
from mem0_cli.commands.memory import (
|
||||
cmd_add,
|
||||
cmd_delete,
|
||||
@@ -28,7 +30,6 @@ from mem0_cli.commands.memory import (
|
||||
from mem0_cli.commands.utils import (
|
||||
cmd_import,
|
||||
cmd_status,
|
||||
cmd_version,
|
||||
)
|
||||
|
||||
|
||||
@@ -176,30 +177,28 @@ class TestAddCommand:
|
||||
def test_add_no_content_exits(self, mock_backend):
|
||||
console, _buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
# Patch stdin.isatty to return True so it doesn't try to read stdin
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
patch("mem0_cli.commands.memory.sys") as mock_sys,
|
||||
patch("mem0_cli.commands.memory._stdin_is_piped", return_value=False),
|
||||
pytest.raises((SystemExit, ClickExit)),
|
||||
):
|
||||
mock_sys.stdin.isatty.return_value = True
|
||||
with pytest.raises((SystemExit, ClickExit)):
|
||||
cmd_add(
|
||||
mock_backend,
|
||||
None,
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
messages=None,
|
||||
file=None,
|
||||
metadata=None,
|
||||
immutable=False,
|
||||
no_infer=False,
|
||||
expires=None,
|
||||
categories=None,
|
||||
output="text",
|
||||
)
|
||||
cmd_add(
|
||||
mock_backend,
|
||||
None,
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
messages=None,
|
||||
file=None,
|
||||
metadata=None,
|
||||
immutable=False,
|
||||
no_infer=False,
|
||||
expires=None,
|
||||
categories=None,
|
||||
output="text",
|
||||
)
|
||||
|
||||
def test_add_invalid_metadata_json(self, mock_backend):
|
||||
console, _buf = _make_console()
|
||||
@@ -279,6 +278,66 @@ class TestAddCommand:
|
||||
mock_backend.add.assert_called_once()
|
||||
|
||||
|
||||
class TestAddDeduplicatesPending:
|
||||
"""Ensure duplicate PENDING entries with the same event_id are collapsed."""
|
||||
|
||||
DUPLICATE_PENDING: typing.ClassVar[dict] = {
|
||||
"results": [
|
||||
{"status": "PENDING", "event_id": "evt-dup"},
|
||||
{"status": "PENDING", "event_id": "evt-dup"},
|
||||
]
|
||||
}
|
||||
|
||||
def _run_add(self, mock_backend, output):
|
||||
mock_backend.add.return_value = self.DUPLICATE_PENDING
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_add(
|
||||
mock_backend,
|
||||
"test",
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
messages=None,
|
||||
file=None,
|
||||
metadata=None,
|
||||
immutable=False,
|
||||
no_infer=False,
|
||||
expires=None,
|
||||
categories=None,
|
||||
output=output,
|
||||
)
|
||||
return buf.getvalue()
|
||||
|
||||
def test_text_shows_one_pending(self, mock_backend):
|
||||
raw = self._run_add(mock_backend, "text")
|
||||
assert raw.count("Queued") == 1
|
||||
|
||||
def test_json_shows_one_pending(self, mock_backend):
|
||||
raw = self._run_add(mock_backend, "json")
|
||||
data = json.loads(raw)
|
||||
results = data.get("results", data)
|
||||
pending = [r for r in results if r.get("status") == "PENDING"]
|
||||
assert len(pending) == 1
|
||||
|
||||
def test_agent_shows_one_pending(self, mock_backend):
|
||||
from mem0_cli.state import set_agent_mode
|
||||
|
||||
set_agent_mode(True)
|
||||
try:
|
||||
raw = self._run_add(mock_backend, "agent")
|
||||
finally:
|
||||
set_agent_mode(False)
|
||||
data = json.loads(raw)
|
||||
assert data["count"] == 1
|
||||
assert len(data["data"]) == 1
|
||||
|
||||
|
||||
class TestSearchCommand:
|
||||
def test_search_text(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
@@ -618,28 +677,6 @@ class TestDeleteAllCommand:
|
||||
run_id="*",
|
||||
)
|
||||
|
||||
def test_delete_all_project_wide_dry_run(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_delete_all(
|
||||
mock_backend,
|
||||
force=True,
|
||||
all_=True,
|
||||
dry_run=True,
|
||||
user_id=None,
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
output="text",
|
||||
)
|
||||
output = buf.getvalue()
|
||||
assert "project-wide" in output.lower()
|
||||
mock_backend.delete.assert_not_called()
|
||||
|
||||
def test_delete_all_project_wide_async_response(self, mock_backend):
|
||||
mock_backend.delete.return_value = {"message": "Memories deletion started..."}
|
||||
console, buf = _make_console()
|
||||
@@ -704,15 +741,6 @@ class TestStatusCommand:
|
||||
assert '"status"' in output
|
||||
|
||||
|
||||
class TestVersionCommand:
|
||||
def test_version(self):
|
||||
console, buf = _make_console()
|
||||
with patch("mem0_cli.commands.utils.console", console):
|
||||
cmd_version()
|
||||
output = buf.getvalue()
|
||||
assert "0.1.0" in output
|
||||
|
||||
|
||||
class TestImportCommand:
|
||||
def test_import_json(self, mock_backend, tmp_path):
|
||||
file_path = tmp_path / "import.json"
|
||||
@@ -888,6 +916,28 @@ class TestEntitiesDeleteCommand:
|
||||
output = buf.getvalue()
|
||||
assert "deleted" in output.lower()
|
||||
|
||||
def test_delete_entity_agent_id(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.entities.console", console),
|
||||
patch("mem0_cli.commands.entities.err_console", err_console),
|
||||
):
|
||||
cmd_entities_delete(
|
||||
mock_backend,
|
||||
user_id=None,
|
||||
agent_id="bot1",
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
force=True,
|
||||
output="text",
|
||||
)
|
||||
mock_backend.delete_entities.assert_called_once_with(
|
||||
user_id=None, agent_id="bot1", app_id=None, run_id=None
|
||||
)
|
||||
output = buf.getvalue()
|
||||
assert "deleted" in output.lower()
|
||||
|
||||
def test_delete_entity_no_id_exits(self, mock_backend):
|
||||
console, _buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
@@ -1024,3 +1074,388 @@ class TestEnableGraph:
|
||||
)
|
||||
call_kwargs = mock_backend.list_memories.call_args
|
||||
assert call_kwargs.kwargs.get("enable_graph") is True
|
||||
|
||||
|
||||
class TestEventCommands:
|
||||
def test_event_list_table(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.events_cmd.console", console),
|
||||
patch("mem0_cli.commands.events_cmd.err_console", err_console),
|
||||
):
|
||||
cmd_event_list(mock_backend, output="table")
|
||||
out = buf.getvalue()
|
||||
assert "evt-abc-" in out
|
||||
assert "ADD" in out
|
||||
assert "SUCCEEDED" in out
|
||||
|
||||
def test_event_list_json(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.events_cmd.console", console),
|
||||
patch("mem0_cli.commands.events_cmd.err_console", err_console),
|
||||
):
|
||||
cmd_event_list(mock_backend, output="json")
|
||||
out = buf.getvalue()
|
||||
assert "evt-abc-123-def-456" in out
|
||||
assert "evt-def-456-ghi-789" in out
|
||||
|
||||
def test_event_list_empty(self, mock_backend):
|
||||
mock_backend.list_events.return_value = []
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.events_cmd.console", console),
|
||||
patch("mem0_cli.commands.events_cmd.err_console", err_console),
|
||||
):
|
||||
cmd_event_list(mock_backend, output="table")
|
||||
out = buf.getvalue()
|
||||
assert "No events" in out
|
||||
|
||||
def test_event_status_text(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.events_cmd.console", console),
|
||||
patch("mem0_cli.commands.events_cmd.err_console", err_console),
|
||||
):
|
||||
cmd_event_status(mock_backend, "evt-abc-123-def-456", output="text")
|
||||
out = buf.getvalue()
|
||||
assert "evt-abc-123-def-456" in out
|
||||
assert "SUCCEEDED" in out
|
||||
|
||||
def test_event_status_json(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.events_cmd.console", console),
|
||||
patch("mem0_cli.commands.events_cmd.err_console", err_console),
|
||||
):
|
||||
cmd_event_status(mock_backend, "evt-abc-123-def-456", output="json")
|
||||
out = buf.getvalue()
|
||||
assert "evt-abc-123-def-456" in out
|
||||
assert "ADD" in out
|
||||
|
||||
|
||||
class TestAgentMode:
|
||||
"""Tests for --json/--agent mode: structured JSON envelope output."""
|
||||
|
||||
def setup_method(self):
|
||||
"""Enable agent mode before each test."""
|
||||
from mem0_cli.state import set_agent_mode
|
||||
|
||||
set_agent_mode(True)
|
||||
|
||||
def teardown_method(self):
|
||||
"""Reset agent mode after each test."""
|
||||
from mem0_cli.state import set_agent_mode
|
||||
|
||||
set_agent_mode(False)
|
||||
|
||||
# ── add ──────────────────────────────────────────────────────────────────
|
||||
|
||||
def test_add_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_add(
|
||||
mock_backend,
|
||||
"I prefer dark mode",
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
messages=None,
|
||||
file=None,
|
||||
metadata=None,
|
||||
immutable=False,
|
||||
no_infer=False,
|
||||
expires=None,
|
||||
categories=None,
|
||||
output="text", # will be overridden to "agent"
|
||||
)
|
||||
raw = buf.getvalue()
|
||||
data = json.loads(raw)
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "add"
|
||||
assert "data" in data
|
||||
assert isinstance(data["data"], list)
|
||||
assert data["count"] == 1
|
||||
assert set(data["data"][0].keys()) == {"id", "memory", "event"}
|
||||
|
||||
def test_add_agent_mode_scope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_add(
|
||||
mock_backend,
|
||||
"test",
|
||||
user_id="bob",
|
||||
agent_id="agent1",
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
messages=None,
|
||||
file=None,
|
||||
metadata=None,
|
||||
immutable=False,
|
||||
no_infer=False,
|
||||
expires=None,
|
||||
categories=None,
|
||||
output="text",
|
||||
)
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["scope"]["user_id"] == "bob"
|
||||
assert data["scope"]["agent_id"] == "agent1"
|
||||
|
||||
# ── search ───────────────────────────────────────────────────────────────
|
||||
|
||||
def test_search_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_search(
|
||||
mock_backend,
|
||||
"dark mode",
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
top_k=10,
|
||||
threshold=0.3,
|
||||
rerank=False,
|
||||
keyword=False,
|
||||
filter_json=None,
|
||||
fields=None,
|
||||
output="text",
|
||||
)
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "search"
|
||||
assert isinstance(data["data"], list)
|
||||
assert data["count"] == 2
|
||||
assert "duration_ms" in data
|
||||
assert set(data["data"][0].keys()) == {"id", "memory", "score", "created_at", "categories"}
|
||||
|
||||
# ── list ─────────────────────────────────────────────────────────────────
|
||||
|
||||
def test_list_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_list(
|
||||
mock_backend,
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
page=1,
|
||||
page_size=100,
|
||||
category=None,
|
||||
after=None,
|
||||
before=None,
|
||||
output="table", # will be overridden to "agent"
|
||||
)
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "list"
|
||||
assert isinstance(data["data"], list)
|
||||
assert data["count"] == 2
|
||||
assert data["scope"]["user_id"] == "alice"
|
||||
assert set(data["data"][0].keys()) == {"id", "memory", "created_at", "categories"}
|
||||
|
||||
# ── get ──────────────────────────────────────────────────────────────────
|
||||
|
||||
def test_get_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_get(mock_backend, "abc-123-def-456", output="text")
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "get"
|
||||
assert isinstance(data["data"], dict)
|
||||
assert data["data"]["id"] == "abc-123-def-456"
|
||||
assert "memory" in data["data"]
|
||||
assert set(data["data"].keys()) >= {"id", "memory"}
|
||||
|
||||
# ── update ───────────────────────────────────────────────────────────────
|
||||
|
||||
def test_update_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_update(mock_backend, "abc-123", "Updated content", metadata=None, output="text")
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "update"
|
||||
assert isinstance(data["data"], dict)
|
||||
assert "memory" in data["data"]
|
||||
assert "duration_ms" in data
|
||||
|
||||
# ── delete ───────────────────────────────────────────────────────────────
|
||||
|
||||
def test_delete_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_delete(mock_backend, "abc-123-def-456", output="text")
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "delete"
|
||||
assert data["data"]["id"] == "abc-123-def-456"
|
||||
assert data["data"]["deleted"] is True
|
||||
assert "duration_ms" in data
|
||||
|
||||
# ── event list ───────────────────────────────────────────────────────────
|
||||
|
||||
def test_event_list_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.events_cmd.console", console),
|
||||
patch("mem0_cli.commands.events_cmd.err_console", err_console),
|
||||
):
|
||||
cmd_event_list(mock_backend, output="table")
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "event list"
|
||||
assert isinstance(data["data"], list)
|
||||
assert data["count"] == 2
|
||||
assert "duration_ms" in data
|
||||
assert set(data["data"][0].keys()) == {
|
||||
"id",
|
||||
"event_type",
|
||||
"status",
|
||||
"latency",
|
||||
"created_at",
|
||||
}
|
||||
|
||||
# ── event status ─────────────────────────────────────────────────────────
|
||||
|
||||
def test_event_status_agent_mode_envelope(self, mock_backend):
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.events_cmd.console", console),
|
||||
patch("mem0_cli.commands.events_cmd.err_console", err_console),
|
||||
):
|
||||
cmd_event_status(mock_backend, "evt-abc-123-def-456", output="text")
|
||||
data = json.loads(buf.getvalue())
|
||||
assert data["status"] == "success"
|
||||
assert data["command"] == "event status"
|
||||
assert isinstance(data["data"], dict)
|
||||
assert data["data"]["id"] == "evt-abc-123-def-456"
|
||||
assert "duration_ms" in data
|
||||
assert set(data["data"]["results"][0].keys()) == {"id", "event", "user_id", "memory"}
|
||||
assert "data" not in data["data"]["results"][0]
|
||||
|
||||
# ── error handling ───────────────────────────────────────────────────────
|
||||
|
||||
def test_error_in_agent_mode_produces_json_to_stdout(self, mock_backend):
|
||||
"""Errors in agent mode must emit a JSON envelope to stdout, not stderr."""
|
||||
from io import StringIO
|
||||
|
||||
mock_backend.get.side_effect = Exception("Memory not found")
|
||||
console, _buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
|
||||
captured_stdout = StringIO()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
patch("sys.stdout", captured_stdout),
|
||||
pytest.raises((SystemExit, ClickExit)),
|
||||
):
|
||||
cmd_get(mock_backend, "bad-id", output="text")
|
||||
|
||||
stdout_output = captured_stdout.getvalue()
|
||||
# The error JSON envelope must be on stdout
|
||||
error_data = json.loads(stdout_output)
|
||||
assert error_data["status"] == "error"
|
||||
assert "error" in error_data
|
||||
assert error_data["data"] is None
|
||||
|
||||
def test_branding_suppressed_in_agent_mode(self, mock_backend):
|
||||
"""Scope line and success message must be absent in agent mode output."""
|
||||
console, buf = _make_console()
|
||||
err_console, _err_buf = _make_err_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console),
|
||||
):
|
||||
cmd_add(
|
||||
mock_backend,
|
||||
"branding test",
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
messages=None,
|
||||
file=None,
|
||||
metadata=None,
|
||||
immutable=False,
|
||||
no_infer=False,
|
||||
expires=None,
|
||||
categories=None,
|
||||
output="text",
|
||||
)
|
||||
output = buf.getvalue()
|
||||
# Must be valid JSON only — no human-readable branding
|
||||
data = json.loads(output)
|
||||
assert data["status"] == "success"
|
||||
# "Scope:" and "Memory processed" must NOT appear in the raw output
|
||||
assert "Scope:" not in output
|
||||
assert "Memory processed" not in output
|
||||
assert "spinner" not in output.lower()
|
||||
|
||||
def test_no_spinner_in_agent_mode(self, mock_backend):
|
||||
"""timed_status must not emit spinner output in agent mode."""
|
||||
err_buf = StringIO()
|
||||
err_console_buf = Console(file=err_buf, force_terminal=False, no_color=True, width=120)
|
||||
console, _buf = _make_console()
|
||||
with (
|
||||
patch("mem0_cli.commands.memory.console", console),
|
||||
patch("mem0_cli.commands.memory.err_console", err_console_buf),
|
||||
):
|
||||
cmd_search(
|
||||
mock_backend,
|
||||
"query",
|
||||
user_id="alice",
|
||||
agent_id=None,
|
||||
app_id=None,
|
||||
run_id=None,
|
||||
top_k=5,
|
||||
threshold=0.3,
|
||||
rerank=False,
|
||||
keyword=False,
|
||||
filter_json=None,
|
||||
fields=None,
|
||||
output="text",
|
||||
)
|
||||
# The err_buf captures what would have been spinner/timing noise
|
||||
# In agent mode it should be empty (no status lines printed)
|
||||
err_output = err_buf.getvalue()
|
||||
assert "Searching" not in err_output
|
||||
|
||||
@@ -11,6 +11,7 @@ from mem0_cli.output import (
|
||||
format_memories_table,
|
||||
format_memories_text,
|
||||
format_single_memory,
|
||||
sanitize_agent_data,
|
||||
)
|
||||
|
||||
|
||||
@@ -129,8 +130,153 @@ class TestAddResult:
|
||||
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
|
||||
|
||||
@@ -56,7 +56,7 @@ class Mem0Teachability(AgentCapability):
|
||||
|
||||
def process_last_received_message(self, text: Union[Dict, str]):
|
||||
expanded_text = text
|
||||
if self.memory.get_all(agent_id=self.agent_id):
|
||||
if self.memory.get_all(filters={"agent_id": self.agent_id}):
|
||||
expanded_text = self._consider_memo_retrieval(text)
|
||||
self._consider_memo_storage(text)
|
||||
return expanded_text
|
||||
@@ -139,7 +139,7 @@ class Mem0Teachability(AgentCapability):
|
||||
return comment + self._concatenate_memo_texts(memo_list)
|
||||
|
||||
def _retrieve_relevant_memos(self, input_text: str) -> list:
|
||||
search_results = self.memory.search(input_text, agent_id=self.agent_id, limit=self.max_num_retrievals)
|
||||
search_results = self.memory.search(input_text, filters={"agent_id": self.agent_id}, top_k=self.max_num_retrievals)
|
||||
memo_list = [result["memory"] for result in search_results if result["score"] <= self.recall_threshold]
|
||||
|
||||
if self.verbosity >= 1 and not memo_list:
|
||||
|
||||
@@ -1,3 +0,0 @@
|
||||
<Note type="info">
|
||||
<strong>🎉 Mem0 1.0.0 is here!</strong> Enhanced filtering, reranking, and smarter memory management.
|
||||
</Note>
|
||||
@@ -10,7 +10,7 @@ description: "REST APIs for memory management, search, and entity operations"
|
||||
Mem0 provides a comprehensive REST API for integrating advanced memory capabilities into your applications. Create, search, update, and manage memories across users, agents, and custom entities with simple HTTP requests.
|
||||
|
||||
<Info>
|
||||
**Quick start:** Get your API key from the [Mem0 Dashboard](https://app.mem0.ai/dashboard/api-keys) and make your first memory operation in minutes.
|
||||
**Quick start:** Get your API key from the <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 Dashboard</a> and make your first memory operation in minutes.
|
||||
</Info>
|
||||
|
||||
---
|
||||
@@ -87,7 +87,7 @@ All API requests require authentication using Token-based authentication. Includ
|
||||
Authorization: Token <your-api-key>
|
||||
```
|
||||
|
||||
Get your API key from the [Mem0 Dashboard](https://app.mem0.ai/dashboard/api-keys).
|
||||
Get your API key from the <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 Dashboard</a>.
|
||||
|
||||
<Warning>
|
||||
**Keep your API key secure.** Never expose it in client-side code or public repositories. Use environment variables and server-side requests only.
|
||||
|
||||
@@ -47,8 +47,6 @@ Provide at least one message or direct memory string. Most callers supply `messa
|
||||
| `messages` | array | No* | Conversation turns for Mem0 to infer memories from. Each object should include `role` and `content`. |
|
||||
| `metadata` | object | Optional | Custom key/value metadata (e.g., `{"topic": "preferences"}`). |
|
||||
| `infer` | boolean (default `true`) | Optional | Set to `false` to skip inference and store the provided text as-is. |
|
||||
| `async_mode` | boolean (default `true`) | Optional | Controls asynchronous processing. Most clients leave this enabled. |
|
||||
| `output_format` | string (default `v1.1`) | Optional | Response format. `v1.1` wraps results in a `results` array. |
|
||||
|
||||
> \* 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.
|
||||
|
||||
@@ -83,20 +81,3 @@ Successful requests return an array of events queued for processing. Each event
|
||||
```
|
||||
</CodeGroup>
|
||||
|
||||
## Graph relationships
|
||||
|
||||
Add Memories can enrich the knowledge graph on write. Set `enable_graph: true` to create entity nodes and relationships for the stored memory. Use this when you want downstream `get_all` or search calls to traverse connected entities.
|
||||
|
||||
<CodeGroup>
|
||||
```json Graph-aware request
|
||||
{
|
||||
"user_id": "alice",
|
||||
"messages": [
|
||||
{ "role": "user", "content": "I met with Dr. Lee at General Hospital." }
|
||||
],
|
||||
"enable_graph": true
|
||||
}
|
||||
```
|
||||
</CodeGroup>
|
||||
|
||||
The response follows the same format, and related entities become available in [Graph Memory](/platform/features/graph-memory) queries.
|
||||
|
||||
@@ -53,48 +53,3 @@ memories = client.get_all(
|
||||
|
||||
</CodeGroup>
|
||||
|
||||
## Graph Memory
|
||||
|
||||
To retrieve graph memory relationships between entities, pass `output_format="v1.1"` in your request. This will return memories with entity and relationship information from the knowledge graph.
|
||||
|
||||
<CodeGroup>
|
||||
```python Code
|
||||
memories = client.get_all(
|
||||
filters={
|
||||
"user_id": "alex"
|
||||
},
|
||||
output_format="v1.1"
|
||||
)
|
||||
```
|
||||
|
||||
```python Output
|
||||
{
|
||||
"results": [
|
||||
{
|
||||
"id": "f4cbdb08-7062-4f3e-8eb2-9f5c80dfe64c",
|
||||
"memory": "Alex is planning a trip to San Francisco",
|
||||
"entities": [
|
||||
{
|
||||
"id": "entity-1",
|
||||
"name": "Alex",
|
||||
"type": "person"
|
||||
},
|
||||
{
|
||||
"id": "entity-2",
|
||||
"name": "San Francisco",
|
||||
"type": "location"
|
||||
}
|
||||
],
|
||||
"relations": [
|
||||
{
|
||||
"source": "entity-1",
|
||||
"target": "entity-2",
|
||||
"relationship": "traveling_to"
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
</CodeGroup>
|
||||
|
||||
@@ -32,7 +32,7 @@ Example with the mem0 Python package:
|
||||
|
||||
```python
|
||||
from mem0 import MemoryClient
|
||||
client = MemoryClient(org_id='YOUR_ORG_ID', project_id='YOUR_PROJECT_ID')
|
||||
client = MemoryClient(api_key="your-api-key")
|
||||
```
|
||||
|
||||
</Tab>
|
||||
@@ -41,10 +41,7 @@ client = MemoryClient(org_id='YOUR_ORG_ID', project_id='YOUR_PROJECT_ID')
|
||||
|
||||
```javascript
|
||||
import { MemoryClient } from "mem0ai";
|
||||
const client = new MemoryClient({
|
||||
organizationId: "YOUR_ORG_ID",
|
||||
projectId: "YOUR_PROJECT_ID"
|
||||
});
|
||||
const client = new MemoryClient({ apiKey: "your-api-key" });
|
||||
```
|
||||
|
||||
</Tab>
|
||||
@@ -82,7 +79,7 @@ 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
|
||||
@@ -98,8 +95,8 @@ client.project.update(
|
||||
custom_instructions="..."
|
||||
)
|
||||
|
||||
# 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(
|
||||
@@ -108,7 +105,7 @@ client.project.update(
|
||||
{"personal_info": "User personal information and preferences"},
|
||||
{"work_context": "Professional context and work-related information"}
|
||||
],
|
||||
enable_graph=True
|
||||
multilingual=True
|
||||
)
|
||||
```
|
||||
|
||||
@@ -168,11 +165,11 @@ All project methods are available in async mode:
|
||||
from mem0 import AsyncMemoryClient
|
||||
|
||||
async def manage_project():
|
||||
client = AsyncMemoryClient(org_id='YOUR_ORG_ID', project_id='YOUR_PROJECT_ID')
|
||||
client = AsyncMemoryClient(api_key="your-api-key")
|
||||
|
||||
# All methods support async/await
|
||||
project_info = await client.project.get()
|
||||
await client.project.update(enable_graph=True)
|
||||
await client.project.update(multilingual=True)
|
||||
members = await client.project.get_members()
|
||||
|
||||
# To call the async function properly
|
||||
|
||||
@@ -0,0 +1,102 @@
|
||||
---
|
||||
title: "Highlights"
|
||||
description: "Major product launches, headline features, and milestones for Mem0."
|
||||
mode: "wide"
|
||||
---
|
||||
|
||||
<Update label="2026-04-14" description="Mem0 SDK v2.0.0 / v3.0.0">
|
||||
|
||||
**New Memory Algorithm — State-of-the-Art Accuracy at ~3-4x Lower Cost**
|
||||
|
||||
Ground-up rewrite of the memory pipeline with 20+ point benchmark improvements:
|
||||
|
||||
- **LoCoMo:** 71.4 → **91.6** (+20) — multi-turn conversation recall
|
||||
- **LongMemEval:** 67.8 → **93.4** (+26) — long-term memory across sessions
|
||||
- **BEAM (1M tokens):** **64.1** — production-scale memory evaluation
|
||||
- **Agent memories are first-class** — Previous algorithm: 46% on assistant recall. New: **100%**
|
||||
- **Temporal reasoning works** — "Where did I live before SF?" Previous: 51%. New: **93%**
|
||||
- **~3-4x fewer tokens** — Under 7K tokens per retrieval vs 25K+ for full-context approaches
|
||||
- **ADD-only extraction** — Memories accumulate; nothing is overwritten or deleted
|
||||
- **Hybrid retrieval** — Semantic + BM25 keyword + entity boost, scored in parallel
|
||||
- **Entity linking** — Entities extracted, embedded, and linked across memories
|
||||
|
||||
Breaking changes: Graph memory removed from OSS, `search()` defaults changed, deprecated params removed. See [migration guide](/migration/oss-v2-to-v3).
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-06" description="Mem0 Skill Graph">
|
||||
|
||||
**Mem0 Skill Graph — In-Context Documentation for AI Agents**
|
||||
|
||||
AI coding agents in Claude Code, Cursor, and Codex can now access Mem0 knowledge directly in their workflow — no doc searching required. Three interconnected skills launched:
|
||||
|
||||
- **mem0 Core Skill** — Complete Python and TypeScript SDK reference, REST API patterns, and integration guides for LangChain, CrewAI, Autogen, and more
|
||||
- **mem0-cli Skill** — Terminal command reference, configuration walkthroughs, and CI/CD recipes
|
||||
- **mem0-vercel-ai-sdk Skill** — Vercel AI SDK provider API, memory-augmented generation patterns, and multi-provider setup
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-06" description="Mem0 CLI v0.2.2">
|
||||
|
||||
**Official Mem0 CLI — Now on PyPI and npm**
|
||||
|
||||
A full-featured command-line interface for Mem0, available in both Python and Node.js:
|
||||
|
||||
- **Install:** `pip install mem0-cli` or `npm install -g @mem0/cli`
|
||||
- **Full command suite** — `add`, `search`, `list`, `get`, `update`, `delete`, `import`, `config`, `init`, `status`, `entity`, `event`
|
||||
- **Interactive setup** — `mem0 init` with email verification or direct API key entry
|
||||
- **Works everywhere** — Platform (Mem0 Cloud) and self-hosted OSS modes
|
||||
- **Scriptable** — `--json` flag for CI/CD pipelines and automation
|
||||
- **Dual SDK** — Same commands, same experience across Python and Node.js
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-06" description="OpenClaw v1.0.4">
|
||||
|
||||
**OpenClaw Plugin — Production-Ready**
|
||||
|
||||
The OpenClaw Mem0 plugin went from initial release to production-ready in one week (v1.0.0 → v1.0.4):
|
||||
|
||||
- **Skills-based memory architecture** — New extraction pipeline with skill-loader, batched extraction, and domain-aware memory triage
|
||||
- **Dream gate** — Automatic memory consolidation during idle periods for higher-quality long-term recall
|
||||
- **Interactive CLI** — `openclaw mem0 init`, `status`, `config`, `import`, and `event` commands
|
||||
- **Unified tool naming** — `memory_add` and `memory_delete` replace 4 legacy tools, matching the platform API
|
||||
- **Security hardened** — Path traversal protection, pinned dependencies, 329 tests across 10 files
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-02" description="Mem0 Plugin for AI Editors">
|
||||
|
||||
**Mem0 Plugin for Claude Code, Cursor, and Codex**
|
||||
|
||||
Launched a unified Mem0 plugin across three major AI development environments — Claude Code and Cursor first (March 25), then Codex (April 2):
|
||||
|
||||
- **9 MCP memory tools** — add, search, get, update, delete, bulk delete, entity management via `mcp.mem0.ai`
|
||||
- **Lifecycle hooks** — Automatic memory capture at session start, context compaction, task completion, and session end
|
||||
- **Cloud MCP server** — Managed endpoint replaces local MCP and Smithery setup
|
||||
- **Streamable HTTP transport** — New MCP transport protocol for real-time streaming
|
||||
- **Codex-specific skill** — Dedicated skill in `mem0-plugin/skills/mem0-codex` for Codex workflows
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-21" description="New Providers">
|
||||
|
||||
**Apache AGE, Turbopuffer, MiniMax, and pgvector for Node.js**
|
||||
|
||||
Major expansion of the provider ecosystem:
|
||||
|
||||
- **Apache AGE** — New graph store support, bringing the total to 4 graph store backends (Neo4j, Memgraph, Kuzu, Apache AGE)
|
||||
- **Turbopuffer** — New vector database provider for Python SDK
|
||||
- **MiniMax** — New LLM provider with dedicated AWS Bedrock support
|
||||
- **pgvector for Node.js** — PostgreSQL vector support added to the TypeScript OSS SDK
|
||||
- **Reasoning models** — `reasoning_effort` parameter for OpenAI o1/o3-style models
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-14" description="Mem0 Platform Skill">
|
||||
|
||||
**Mem0 Platform Skill on skills.sh**
|
||||
|
||||
First skill launch — a dedicated Mem0 skill providing platform API reference, quickstart patterns, and integration examples directly inside agent sessions. Available on [skills.sh](https://skills.sh) for any compatible AI coding agent.
|
||||
|
||||
</Update>
|
||||
@@ -0,0 +1,212 @@
|
||||
---
|
||||
title: "OpenClaw"
|
||||
description: "Release notes for the OpenClaw plugin and agent harness."
|
||||
mode: "wide"
|
||||
---
|
||||
|
||||
<Update label="2026-04-20" description="v1.0.7">
|
||||
|
||||
**New Features:**
|
||||
- **Chat-Based Setup:** Added chat-based Platform setup flow — users can now configure the plugin conversationally instead of editing config files manually
|
||||
- **Installation Docs Rewrite:** Rewrote README and integration docs with chat-first setup, numbered manual steps.
|
||||
|
||||
**Improvements:**
|
||||
- **SDK Upgrade:** Bumped `mem0ai` dependency to 3.0.1 for V3 API compatibility
|
||||
- **Config Cleanup:** Dropped deprecated `orgId`, `projectId`, `enableGraph` config options; updated CLI prompts ([#4734](https://github.com/mem0ai/mem0/pull/4734), [#4764](https://github.com/mem0ai/mem0/pull/4764))
|
||||
- **Noise Filtering:** Expanded noise patterns in memory add tool; handle leading text in JSON extraction
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-11" description="v1.0.6">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Telemetry:** Replaced shared `"anonymous-openclaw"` fallback with a persistent per-machine random hash (`openclaw-anon-<uuid>`), so anonymous plugin users are counted individually in PostHog ([#4790](https://github.com/mem0ai/mem0/pull/4790))
|
||||
- **Telemetry:** Added PostHog `$identify` event on first authenticated run to stitch anonymous history onto the authenticated profile ([#4790](https://github.com/mem0ai/mem0/pull/4790))
|
||||
- **Telemetry:** Fixed event loss on short-lived CLI invocations — added `beforeExit` handler to flush queued events before the process exits ([#4790](https://github.com/mem0ai/mem0/pull/4790))
|
||||
- **Telemetry:** Added lazy `/v1/ping/` email resolution so users who configure API key outside `mem0 init` show as their email in PostHog, not an md5 hash ([#4790](https://github.com/mem0ai/mem0/pull/4790))
|
||||
- **Telemetry:** Unified CLI event prefix from `openclaw.<cmd>` to `openclaw.cli.<cmd>` on the needsSetup branch to match the authenticated branch ([#4790](https://github.com/mem0ai/mem0/pull/4790))
|
||||
|
||||
**Improvements:**
|
||||
- **API:** Added `source: "OPENCLAW"` to all provider calls (`add`, `search`, `getAll`) across tools, CLI commands, recall, and the OSS backend adapter ([#4790](https://github.com/mem0ai/mem0/pull/4790))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-07" description="v1.0.5">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Init interactive choice bug**: Fixed number selection in `openclaw mem0 init` — entering 1/2/3 now correctly selects the corresponding option (was broken by readline prefill concatenating with user input)
|
||||
- **OSS pgvector crash** ([#4727](https://github.com/mem0ai/mem0/issues/4727)): Fixed "Client has already been connected" cascade when using pgvector in OSS mode. The warmup call swallowed errors leaving a half-initialized pg client; concurrent recall/capture then all hit `client.connect()` on the same client. Fix: let warmup errors propagate (so `initPromise` resets and retries with a fresh Memory + fresh pg client) and build fresh config objects per attempt instead of mutating shared state.
|
||||
|
||||
**Removed:**
|
||||
- **`orgId` / `projectId` config parameters**: Removed from config schema, CLI (`config show/get/set`), init display, and providers. The API key is project-scoped, so separate org/project IDs are unnecessary and could cause access errors if mismatched.
|
||||
- **`enableGraph` config parameter**: Removed from all config surfaces, providers, backend, and tools. Graph memory is being deprecated — removing the flag avoids unnecessary exposure.
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-04" description="v1.0.4">
|
||||
|
||||
**New Features:**
|
||||
- **Interactive init flow**: `openclaw mem0 init` with interactive menu (email verification or direct API key). Non-interactive modes: `--api-key`, `--email`, `--email --code`
|
||||
- **`memory_add` tool**: Replaces `memory_store` — name now matches `mem0` CLI and platform API
|
||||
- **`memory_delete` tool**: Unified delete — single ID, search-then-delete, bulk, entity cascade. Replaces `memory_forget` and `memory_delete_all`
|
||||
- **CLI subcommands**: `openclaw mem0 init`, `openclaw mem0 status`, `openclaw mem0 config show`, `openclaw mem0 config set`
|
||||
- **`import` CLI command**: Bulk-import memories from a JSON file with `--user-id` and `--agent-id` overrides
|
||||
- **`event list` / `event status` CLI commands**: Monitor background processing events
|
||||
- **`fs-safe.ts` module**: Isolated filesystem wrappers in a separate entry point
|
||||
- **`backend/` module**: `PlatformBackend` with direct HTTP API access for CLI commands
|
||||
- **Plugin manifest**: Added `contracts.tools`, `configSchema`, and `uiHints` to `openclaw.plugin.json`
|
||||
- **Test suite**: 329 tests across 10 test files
|
||||
|
||||
**Changes:**
|
||||
- **Modular architecture**: Extracted tools into `tools/` directory (6 files) and CLI into `cli/commands.ts`
|
||||
- **Code splitting**: tsup builds with `splitting: true` and two entry points
|
||||
- **Skills updated**: All SKILL.md files reference new tool names (`memory_add`, `memory_delete`)
|
||||
- **Auto-recall timeout**: Recall wrapped in 8-second `Promise.race`
|
||||
- **Auto-capture fire-and-forget**: `provider.add()` runs in background via `.then()/.catch()`
|
||||
- **Auto-capture minimum content gate**: Skips extraction when total user content is fewer than 50 chars
|
||||
|
||||
**Removed:**
|
||||
- `memory_store` tool — replaced by `memory_add`
|
||||
- `memory_forget` tool — replaced by `memory_delete`
|
||||
- `memory_delete_all` tool — merged into `memory_delete`
|
||||
- `memory_history` tool and `history` CLI command — deprecated
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-03" description="v1.0.3">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Security**: Added `safePath()` containment helper to `readSkillFile` and `readDomainOverlay` in `skill-loader.ts` — prevents directory traversal
|
||||
- **Noise filter**: Reverted incorrect `After-Compaction` regex rename back to `Post-Compaction`
|
||||
|
||||
**Changes:**
|
||||
- **Supply-chain hardening**: Pinned `mem0ai` dependency to exact `2.3.0` (was `^2.3.0`)
|
||||
|
||||
**Tests:**
|
||||
- 12 new tests covering `safePath`, `readSkillFile`, `readDomainOverlay`, and `loadSkill` with traversal inputs
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-02" description="v1.0.2">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Security**: Removed `resolveEnvVars()` and `resolveEnvVarsDeep()` from `config.ts` — plugin-side env resolution was redundant and triggered static analysis warnings ([#4676](https://github.com/mem0ai/mem0/pull/4676))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-02" description="v1.0.1">
|
||||
|
||||
**New Features:**
|
||||
- **CD workflow**: Added continuous deployment workflow with OIDC trusted publishing ([#4672](https://github.com/mem0ai/mem0/pull/4672))
|
||||
- **Plugin configuration manifest**: Added `compat` and `build` metadata to `package.json` ([#4667](https://github.com/mem0ai/mem0/pull/4667))
|
||||
- **LICENSE**: Added Apache-2.0 license file ([#4667](https://github.com/mem0ai/mem0/pull/4667))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Dream gate**: Fixed cheap-first ordering, session isolation, and verified completion ([#4666](https://github.com/mem0ai/mem0/pull/4666))
|
||||
- **Graceful startup**: Plugin now starts gracefully when no API key is configured ([#4669](https://github.com/mem0ai/mem0/pull/4669))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-01" description="v1.0.0">
|
||||
|
||||
**New Features:**
|
||||
- **Skills-based memory architecture**: New skill-loader and skill-based extraction pipeline with batched extraction ([#4624](https://github.com/mem0ai/mem0/pull/4624))
|
||||
- **Dream gate**: Memory consolidation and dream-cycle processing during idle periods
|
||||
- **Enhanced recall**: New `recall.ts` module with improved recall logic and skill-aware retrieval
|
||||
- **Memory triage skill**: Domain-aware memory triage with companion domain support and recall protocol
|
||||
- **Memory dream skill**: Skill for memory consolidation during idle periods
|
||||
- **Plugin configuration**: Added `openclaw.plugin.json` manifest and `scripts/configure.py` setup helper
|
||||
|
||||
**Changes:**
|
||||
- Extraction pipeline refactored to use skills-based architecture for more contextual and higher quality memory capture
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-26" description="v0.4.1">
|
||||
|
||||
**New Features:**
|
||||
- **Improved extraction quality**: Enhanced noise filtering, deduplication, and better extraction instructions
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Credential detection**: Improved detection of credentials, API keys, and secrets in extraction instructions (#4552)
|
||||
- **Standalone timestamps**: Prevented extraction of standalone timestamps as memories (#4550)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-16" description="v0.4.0">
|
||||
|
||||
**New Features:**
|
||||
- **Non-interactive trigger filtering**: Skips recall and capture for `cron`, `heartbeat`, `automation`, and `schedule` triggers
|
||||
- **Subagent hallucination prevention**: Detects ephemeral subagent sessions and routes recall to parent namespace
|
||||
- **Dynamic recall thresholding**: Memories scoring less than 50% of top result are dropped
|
||||
- **SQLite resilience**: Init error recovery with automatic retry for OSS mode
|
||||
- **`disableHistory` config option**: New `oss.disableHistory` flag
|
||||
- 78 unit tests covering filtering, isolation, trigger filtering, subagent detection, and SQLite resilience
|
||||
|
||||
**Changes:**
|
||||
- Auto-recall threshold raised from 0.5 to 0.6 for stricter precision
|
||||
- Recall candidate pool increased to `topK * 2` for better filtering headroom
|
||||
- Relaxed extraction instructions: related facts kept together to preserve context
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Concurrent session race condition**: Lifecycle hooks now use `ctx.sessionKey` directly instead of a shared mutable variable
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-12" description="v0.3.1">
|
||||
|
||||
**New Features:**
|
||||
- **Message filtering pipeline**: Multi-stage noise removal before extraction
|
||||
- **Broad recall for new sessions**: Short or new-session prompts trigger secondary broad search
|
||||
- **Client-side threshold filtering**: Safety net that drops low-relevance results
|
||||
- **Temporal anchoring**: Extraction instructions now include current date
|
||||
- 55 unit tests covering filtering and isolation helpers
|
||||
|
||||
**Changes:**
|
||||
- Extraction window expanded from last 10 to last 20 messages
|
||||
- Rewritten custom extraction instructions for conciseness and deduplication
|
||||
- Refactored monolithic `index.ts` (1772 lines) into 6 focused modules
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-10" description="v0.3.0">
|
||||
|
||||
**Bug Fixes:**
|
||||
- Updated `mem0ai` dependency with sqlite3 to better-sqlite3 migration (#4270)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-09" description="v0.2.0">
|
||||
|
||||
**New Features:**
|
||||
- Per-agent memory isolation for multi-agent setups via `agentId`
|
||||
- "Understanding userId" section in docs
|
||||
|
||||
**Changes:**
|
||||
- Updated config examples to use concrete `userId` values instead of placeholders
|
||||
|
||||
**Bug Fixes:**
|
||||
- Migrated platform search to Mem0 v2 API
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-02-19" description="v0.1.2">
|
||||
|
||||
**New Features:**
|
||||
- Source field for openclaw memory entries
|
||||
|
||||
**Bug Fixes:**
|
||||
- Auto-recall injection and auto-capture message drop
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-02-02" description="v0.1.0">
|
||||
|
||||
**New Features:**
|
||||
- Initial release of the OpenClaw Mem0 plugin
|
||||
- Platform mode (Mem0 Cloud) and open-source mode support
|
||||
- Auto-recall: inject relevant memories before each turn
|
||||
- Auto-capture: store facts after each turn
|
||||
- Configurable `topK`, `threshold`, and `apiVersion` options
|
||||
|
||||
</Update>
|
||||
@@ -0,0 +1,297 @@
|
||||
---
|
||||
title: "Platform"
|
||||
description: "Release notes for the Mem0 hosted platform — backend, dashboard, billing, and infrastructure changes."
|
||||
mode: "wide"
|
||||
---
|
||||
|
||||
<Update label="2026-04-16" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **UI:** Removed Graph Memory tab, page, and all references from dashboard, sidebar, project settings, playground, and billing
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-23" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Memory:** Fixed ADD functionality
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-19" description="">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** Added Settings UI and latency display
|
||||
- **Performance:** Neo4j query optimization
|
||||
|
||||
**Bug Fixes:**
|
||||
- **OpenMemory:** Fixed OMM raising unnecessary exceptions
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-18" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **UI:** Updated Event UI
|
||||
- **Performance:** Fixed N+1 query issue in semantic_search_v2 by optimizing MemorySerializer field selection
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Memory:** Fixed duplicate memory index sentry error
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-17" description="">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** New Settings Page
|
||||
- **Memory:** Duplicate memories entities support
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:** Optimized semantic search and get_all APIs by eliminating N+1 queries
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-16" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Database:** Implemented read replica routing with enhanced logging and app-specific DB routing
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:** Improved query performance in search v2 and get all v2 endpoints
|
||||
|
||||
**Bug Fixes:**
|
||||
- **API:** Fixed pagination for get all API
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-12" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Graph:** Fixed social graph bugs and connection issues
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-11" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Rate Limiting:** New rate limit for V2 Search
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Slack:** Fixed Slack rate limit error with backend improvements
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-10" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:**
|
||||
- Changed connection pooling time to 5 minutes
|
||||
- Separated graph lambdas for better performance
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-09" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Graph:** Graph Optimizations V2 and memory improvements
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-08" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Database:** Added read replica support for improved database performance
|
||||
- **UI:** Implemented UI changes for Users Page
|
||||
- **Feedback:** Enabled feedback functionality
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Serializer:** Fixed GET ALL Serializer
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-05" description="">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** User Page Revamp and New Users Page
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-04" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Users:** New Users Page implementation
|
||||
- **Tools:** Added script to backfill memory categories
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Filters:** Fixed Filters Get All functionality
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-03" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Graph:** Graph Memory optimization
|
||||
- **Memory:** Fixed exact memories and semantically similar memories retrieval
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-02" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Categorization:** Refactored categorization logic to utilize Gemini 2.5 Flash and improve message handling
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-01" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Memory:** Fixed old_memory issue in Async memory addition lambda
|
||||
- **Events:** Fixed missing events
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-30" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Graph:** Improvements to graph memory and added user to LTM-STM
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-28" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Graph:** Added support for SQS in graph memory addition
|
||||
- **Testing:** Added Locust load testing script and Grafana Dashboard
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-27" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Rate Limiting:** Updated rate limiting for ADD API to 1000/min
|
||||
- **Performance:** Improved Neo4j performance
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-26" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Memory:** Edit Memory From Drawer functionality
|
||||
- **API:** Added Topic Suggestions API Endpoint
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-25" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Group Chat:** Group-Chat v2 with Actor-Aware Memories
|
||||
- **Memory:** Editable Metadata in Memories
|
||||
- **UI:** Memory Actions Badges
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-19" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Rate Limiting:** Implemented comprehensive rate limiting system
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:** Added performance indexes for memory stats query
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Search:** Fixed search events not respecting top-k parameter
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-18" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Memory Management:** Implemented OpenAI Batch API for Memory Cleaning with fallback
|
||||
- **Playground:** Added Claude 4 support on Playground
|
||||
|
||||
**Improvements:**
|
||||
- **Memory:** Added ability to update memory metadata
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-17" description="">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** New Memories Page UI design
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-16" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Infrastructure:** Migrated to Application Load Balancer (ALB)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-13" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Memory Management:** Enhanced Memory Management with Cosine Similarity Fallback
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-11" description="">
|
||||
|
||||
**New Features:**
|
||||
- **OMM:** Added OMM Script and UI functionality
|
||||
|
||||
**Improvements:**
|
||||
- **API:** Added filters validation to semantic_search_v2 endpoint
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-09" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Intercom:** Set Intercom events for ADD and SEARCH operations
|
||||
- **OpenMemory:** Added Posthog integration and feedback functionality
|
||||
- **MCP:** New JavaScript MCP Server with feedback support
|
||||
|
||||
**Improvements:**
|
||||
- **Structured Data:** Enhanced structured data handling in memory management
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-06" description="">
|
||||
|
||||
**New Features:**
|
||||
- **OAuth:** Added Mem0 OAuth integration
|
||||
- **OMM:** Added OMM-Mem0 sync for deleted memories
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-05" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Filters:** Implemented Wildcard Filters and refactored filter logic in V2 Views
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-02" description="">
|
||||
|
||||
**New Features:**
|
||||
- **OpenMemory Cloud:** Added OpenMemory Cloud support
|
||||
- **Structured Data:** Added 'structured_attributes' field to Memory model
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-30" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Projects:** Added version and enable_graph to project views
|
||||
- **OpenMemory:** Added Postgres support for OpenMemory
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-19" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Core:** Fixed unicode error in user_id, agent_id, run_id and app_id
|
||||
|
||||
</Update>
|
||||
|
||||
@@ -1,13 +1,90 @@
|
||||
---
|
||||
title: "Product Updates"
|
||||
description: "Latest releases, bug fixes, and improvements for the Mem0 Python and TypeScript SDKs."
|
||||
title: "SDK & Tools"
|
||||
description: "Release notes for the Mem0 Python SDK, TypeScript SDK, Vercel AI SDK, CLI, and editor plugins."
|
||||
mode: "wide"
|
||||
---
|
||||
|
||||
|
||||
<Tabs>
|
||||
<Tab title="Python">
|
||||
|
||||
<Update label="2026-04-14" description="v2.0.0">
|
||||
|
||||
**Major Release** — Python SDK with V3 memory pipeline, ADD-only extraction, and cleaned-up API surface.
|
||||
|
||||
**New Features:**
|
||||
- **Single-Pass Extraction:** Replaced 2-LLM-call pipeline with additive extraction using `ADDITIVE_EXTRACTION_PROMPT`. Memories accumulate via `linked_memory_ids` — no more UPDATE/DELETE events ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Hybrid Search:** Combined semantic + BM25 keyword matching + entity boost with additive scoring. Native `keyword_search()` added to 15 vector store adapters (Qdrant, Elasticsearch, OpenSearch, Azure AI Search, Weaviate, Redis, PGVector, Pinecone, Databricks, MongoDB, Milvus, Baidu, Upstash, Azure MySQL, Vertex AI) ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Entity Extraction & Linking:** spaCy-based entity extraction with second vector collection (`{collection}_entities`) for cross-memory relationship retrieval. Optional dependency: `pip install mem0ai[nlp]` ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Batch Operations:** Batch embedding, batch persist, and batch entity linking (8-phase pipeline) for both sync `Memory` and async `AsyncMemory` at full parity ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Message Persistence:** SQLite-based rolling window (10 messages per session scope) for LLM context ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Valkey Cluster Mode:** Added `cluster_mode` parameter for Valkey Cluster Mode Enabled (CME) deployments ([#4759](https://github.com/mem0ai/mem0/pull/4759))
|
||||
- **V3 API Endpoints:** `MemoryClient.add()` now posts to `/v3/memories/add/`; `MemoryClient.get_all()` posts to `/v3/memories/` and returns a paginated envelope `{"count": int, "next": str | None, "previous": str | None, "results": [...]}` ([#4856](https://github.com/mem0ai/mem0/pull/4856))
|
||||
- **Default model:** `gpt-5-mini` is now the default across `OpenAILLM`, `OpenAIStructuredLLM`, `AzureOpenAILLM`, `AzureOpenAIStructuredLLM`, and `LiteLLM` fallback ([#4829](https://github.com/mem0ai/mem0/pull/4829))
|
||||
|
||||
**Breaking Changes:**
|
||||
- **`add()` returns ADD-only events** — No more `"UPDATE"` or `"DELETE"` events. Memories accumulate; nothing is overwritten ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **`search()` default `threshold` is now `0.1`** — Pass `threshold=0.0` for previous behavior ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **`search()` `score` is now a combined multi-signal score** — The top-level `score` fuses semantic similarity, BM25 keyword match, and entity boost into one value. Absolute numbers shift versus the old raw cosine score; retune any hard thresholds against representative queries. Per-signal scores are not exposed on the response ([#4805](https://github.com/mem0ai/mem0/pull/4805), [#4836](https://github.com/mem0ai/mem0/pull/4836))
|
||||
- **`search()` default `rerank` is now `False`** — Pass `rerank=True` for previous behavior ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **`top_k` default changed 100 → 20** in `Memory.get_all()` and `Memory.search()` (sync + async). Pass `top_k=100` explicitly to restore the old behavior ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **Entity ID validation:** `user_id` / `agent_id` / `run_id` are trimmed; empty-string and whitespace-only values now raise `ValueError` ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **Search params validation:** `threshold` must be a number in `[0, 1]`; `top_k` must be a non-negative integer — invalid inputs raise `ValueError` ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **`messages` in `Memory.add()` rejects invalid types:** Passing `None` or non-`(str | dict | list)` values raises `Mem0ValidationError` (`error_code="VALIDATION_003"`) ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **`qdrant-client>=1.12.0` required** — Upgrade from `>=1.9.1` ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **`org_id` and `project_id` removed** — Removed from `MemoryClient` constructor and all method signatures ([#4740](https://github.com/mem0ai/mem0/pull/4740))
|
||||
- **Graph Memory Removed (OSS):** `mem0/memory/graph_memory.py`, `memgraph_memory.py`, `kuzu_memory.py`, `apache_age_memory.py`, and `mem0/graphs/` (Neo4j / Memgraph / Kuzu / Apache AGE / Neptune drivers) deleted — ~4,000 lines. Graph memory is no longer supported in the OSS SDK; graph drivers (neo4j, memgraph, kuzu, etc.) can be uninstalled. Use the Platform API for graph features. Remove `enable_graph` and `graph_store` from your config ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **`enable_graph` removed from Client SDK** — Graph memory is now a project-level setting on the Platform. Remove `enable_graph` from `MemoryClient.add()` / `search()` / `get_all()` / `update_project()` calls ([#4776](https://github.com/mem0ai/mem0/pull/4776))
|
||||
- **`custom_fact_extraction_prompt` renamed to `custom_instructions`** — Update config and memory module references ([#4740](https://github.com/mem0ai/mem0/pull/4740))
|
||||
- **Typed option classes** — Added Pydantic v2 typed classes: `AddMemoryOptions`, `SearchMemoryOptions`, `GetAllMemoryOptions`, `DeleteAllMemoryOptions`, `UpdateMemoryOptions`, `ProjectUpdateOptions` ([#4740](https://github.com/mem0ai/mem0/pull/4740))
|
||||
|
||||
**Security:**
|
||||
- **FAISS:** Prevent arbitrary code execution via pickle deserialization in `FAISS` vector store ([#4833](https://github.com/mem0ai/mem0/pull/4833))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **V3 migration crashes:** Fixed crashes in the v3 migration path; entity linking on OSS is now functional across Qdrant and Milvus backends ([#4836](https://github.com/mem0ai/mem0/pull/4836))
|
||||
- **Qdrant entity store:** Entity store now shares the existing Qdrant client when using embedded mode (`path=...`), eliminating RocksDB lock contention between the main and entity collections ([#4836](https://github.com/mem0ai/mem0/pull/4836))
|
||||
- **Reranker:** Fixed incorrect use of SentenceTransformer for cross-encoder reranker models — switched to CrossEncoder API for proper scoring ([#4806](https://github.com/mem0ai/mem0/pull/4806))
|
||||
- **S3 Vectors:** Handle `vector=None` in `update()` to prevent boto3 validation error when `event=NONE` ([#4594](https://github.com/mem0ai/mem0/pull/4594))
|
||||
- **LLMs:** Made OpenAI `store` parameter opt-in to prevent leaking to non-OpenAI backends like Google Gemini ([#4757](https://github.com/mem0ai/mem0/pull/4757))
|
||||
- **LLMs:** Forward `response_format` to Azure OpenAI API to prevent JSON parsing failures ([#4689](https://github.com/mem0ai/mem0/pull/4689))
|
||||
- **Core:** Guard `temp_uuid_mapping` lookups against LLM-hallucinated IDs with safe `.get()` and warnings ([#4674](https://github.com/mem0ai/mem0/pull/4674))
|
||||
- **Client:** Prevent `MemoryClient.feedback()` telemetry TypeError by merging feedback data into single payload ([#4795](https://github.com/mem0ai/mem0/pull/4795))
|
||||
|
||||
**Improvements:**
|
||||
- **Telemetry:** Sample OSS hot-path events at 10% via PostHog `before_send` hook to reduce event volume ([#4771](https://github.com/mem0ai/mem0/pull/4771))
|
||||
|
||||
See the [OSS v1 to v2 migration guide](https://docs.mem0.ai/migration/oss-v1-to-v2) and [Platform migration guide](https://docs.mem0.ai/migration/platform-v2-to-v3) for upgrade instructions.
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-06" 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:**
|
||||
@@ -816,6 +893,80 @@ mode: "wide"
|
||||
</Tab>
|
||||
|
||||
<Tab title="TypeScript">
|
||||
<Update label="2026-04-20" description="v3.0.1">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Telemetry:** SDK version is now injected into telemetry at build time via esbuild's `define`, replacing the two hardcoded version strings in `src/client/telemetry.ts` and `src/oss/src/utils/telemetry.ts`. Previously these were stuck at `2.1.36` and `2.1.34` while the published package was on `3.x`, so every telemetry event was reporting the wrong `client_version`. The placeholder is substituted with a string literal at bundle time — no runtime `require("./package.json")` in the shipped bundle ([#4897](https://github.com/mem0ai/mem0/pull/4897)).
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-14" description="v3.0.0">
|
||||
|
||||
**Major Release** — TypeScript SDK with V3 memory pipeline, camelCase parameters, and cleaned-up API surface.
|
||||
|
||||
**V3 Memory Pipeline (OSS):**
|
||||
- **Single-Pass Extraction:** Additive extraction pipeline aligned with Python SDK — memories accumulate, no UPDATE/DELETE events ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Entity Extraction & Linking:** New `entity_extraction.ts` module (720+ lines) with cross-memory relationship retrieval ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Message Persistence:** SQLite-based message history via new `SQLiteManager.ts` with rolling window for LLM context ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Batch Embeddings:** `embedBatch()` support in OpenAI and Azure embedding providers ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **Scoring & Lemmatization:** New `scoring.ts` and `lemmatization.ts` utilities for hybrid search ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **New Prompts:** `prompts/index.ts` (592+ lines) with additive extraction prompt aligned with Python SDK ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **V3 API Endpoints:** `MemoryClient.add()` now posts to `/v3/memories/add/`; `MemoryClient.getAll()` posts to `/v3/memories/` with paginated envelope `{ count, next, previous, results }` ([#4856](https://github.com/mem0ai/mem0/pull/4856))
|
||||
- **Default model:** `gpt-5-mini` is now the default in `OpenAI`, `OpenAIStructured`, and `Azure` LLM providers ([#4829](https://github.com/mem0ai/mem0/pull/4829))
|
||||
|
||||
**Breaking Changes:**
|
||||
- **Graph Memory Removed (OSS):** `graph_memory.ts` (675 lines), `graphs/tools.ts` (267 lines), `graphs/utils.ts` (116 lines), `graphs/configs.ts` (30 lines) deleted. Graph memory is no longer supported in the OSS SDK — use Platform API for graph features ([#4805](https://github.com/mem0ai/mem0/pull/4805))
|
||||
- **camelCase Parameters (Client SDK):** All user-facing parameters converted from snake_case to camelCase. Mapping is transparent at API boundary via `camelToSnakeKeys()` / `snakeToCamelKeys()` ([#4776](https://github.com/mem0ai/mem0/pull/4776))
|
||||
```typescript
|
||||
// Before
|
||||
client.add(messages, { user_id: "alice", top_k: 5 });
|
||||
// After
|
||||
client.add(messages, { userId: "alice", topK: 5 });
|
||||
```
|
||||
- **Per-Method Option Types:** Replaced monolithic `MemoryOptions` with typed interfaces: `AddMemoryOptions`, `SearchMemoryOptions`, `GetAllMemoryOptions`, `DeleteAllMemoryOptions` ([#4740](https://github.com/mem0ai/mem0/pull/4740))
|
||||
- **Removed Deprecated Parameters:** `org_id`, `project_id`, `api_version`, `output_format`, `async_mode`, `enable_graph`, `limit` removed from client method signatures. `ClientOptions` reduced to `{ apiKey, host }` only ([#4740](https://github.com/mem0ai/mem0/pull/4740))
|
||||
- **`limit` renamed to `topK` (OSS):** Update all search calls ([#4740](https://github.com/mem0ai/mem0/pull/4740))
|
||||
- **`topK` default changed 100 → 20** in `Memory.getAll()` and `Memory.search()`. Pass `topK: 100` explicitly to restore the old behavior ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **Entity ID validation:** `userId` / `agentId` / `runId` are trimmed; empty-string and whitespace-only values now throw ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **Search params validation:** `threshold` must be in `[0, 1]`; `topK` must be a non-negative integer — invalid inputs throw ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **`messages` in `Memory.add()` is required:** Passing `undefined` or `null` now throws ([#4843](https://github.com/mem0ai/mem0/pull/4843))
|
||||
- **`customPrompt` renamed to `customInstructions` (OSS):** Update memory and vector store configurations ([#4740](https://github.com/mem0ai/mem0/pull/4740))
|
||||
- **`enableGraph` removed (OSS):** Config option removed — graph memory no longer available in OSS ([#4776](https://github.com/mem0ai/mem0/pull/4776))
|
||||
|
||||
**New Features:**
|
||||
- **LLMs:** Added DeepSeek LLM provider with OpenAI-compatible integration using custom baseURL to `api.deepseek.com` ([#4613](https://github.com/mem0ai/mem0/pull/4613))
|
||||
- **Entity store isolation:** `MemoryVectorStore` now uses a dedicated `_entities.db` file, preventing entity/memory store collisions ([#4829](https://github.com/mem0ai/mem0/pull/4829), [#4841](https://github.com/mem0ai/mem0/pull/4841))
|
||||
- **Payload backward compatibility:** Legacy camelCase payload keys normalized to snake_case on read ([#4841](https://github.com/mem0ai/mem0/pull/4841))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **V3 migration:** Fixed crashes in the OSS migration path; entity linking works end-to-end ([#4836](https://github.com/mem0ai/mem0/pull/4836))
|
||||
- **PGVector init race:** `PGVector.initialize()` now memoises the in-flight init promise ([#4841](https://github.com/mem0ai/mem0/pull/4841))
|
||||
- **Redis module detection:** Handles both node-redis v4+ and legacy `moduleList` response shapes ([#4841](https://github.com/mem0ai/mem0/pull/4841))
|
||||
- **Config:** Fixed `ConfigManager.mergeConfig()` to only include `graphStore` when explicitly provided by user, preventing default Neo4j connection attempts ([#4776](https://github.com/mem0ai/mem0/pull/4776))
|
||||
- **LLMs:** Config manager now falls back to `userConf.url` for `baseURL` — prevents custom LLM providers (Ollama, LMStudio) from silently connecting to OpenAI ([#4761](https://github.com/mem0ai/mem0/pull/4761))
|
||||
|
||||
**Improvements:**
|
||||
- **Telemetry:** Sample OSS hot-path events at 10% to reduce PostHog event volume ([#4771](https://github.com/mem0ai/mem0/pull/4771))
|
||||
|
||||
See the [TypeScript SDK migration guide](https://docs.mem0.ai/migration/ts-v2-to-v3) for upgrade instructions.
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-04-06" 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">
|
||||
|
||||
@@ -1116,352 +1267,152 @@ mode: "wide"
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="Platform">
|
||||
<Tab title="CLI">
|
||||
|
||||
<Update label="2025-07-23" description="">
|
||||
<Update label="2026-04-11" description="Python v0.2.3 / Node v0.2.3">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Memory:** Fixed ADD functionality
|
||||
- **Telemetry:** Replaced shared `"anonymous-cli"` fallback with a persistent per-machine random hash (`cli-anon-<uuid>`), so anonymous CLI users are counted individually in PostHog instead of collapsing into one identity ([#4789](https://github.com/mem0ai/mem0/pull/4789))
|
||||
- **Telemetry:** Added PostHog `$identify` event on first authenticated run to stitch pre-signup anonymous history onto the authenticated user profile ([#4789](https://github.com/mem0ai/mem0/pull/4789))
|
||||
|
||||
**Improvements:**
|
||||
- **API:** All API calls now include `source=CLI` in request bodies (POST/PUT) and query params (GET/DELETE) for server-side attribution ([#4789](https://github.com/mem0ai/mem0/pull/4789))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-19" description="">
|
||||
<Update label="2026-04-06" description="Python v0.2.2 / Node v0.2.2">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** Added Settings UI and latency display
|
||||
- **Performance:** Neo4j query optimization
|
||||
- **Telemetry:** Added PostHog telemetry and source tracking to both Python and Node CLIs ([#4699](https://github.com/mem0ai/mem0/pull/4699))
|
||||
- **Validation:** API key validated upfront via `/v1/ping/` on startup — fail-fast with a helpful error instead of cryptic 401s ([#4701](https://github.com/mem0ai/mem0/pull/4701))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **OpenMemory:** Fixed OMM raising unnecessary exceptions
|
||||
- **CD:** Fixed OIDC trusted publishing with `npx npm@latest` ([#4724](https://github.com/mem0ai/mem0/pull/4724))
|
||||
- **CD:** Removed npm self-upgrade from CD workflows ([#4723](https://github.com/mem0ai/mem0/pull/4723))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-18" description="">
|
||||
<Update label="2026-04-03" description="Python v0.2.1 / Node v0.2.1">
|
||||
|
||||
**Improvements:**
|
||||
- **UI:** Updated Event UI
|
||||
- **Performance:** Fixed N+1 query issue in semantic_search_v2 by optimizing MemorySerializer field selection
|
||||
**New Features:**
|
||||
- **Docs:** Comprehensive README with installation, usage examples, and purple branding ([#4680](https://github.com/mem0ai/mem0/pull/4680))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Memory:** Fixed duplicate memory index sentry error
|
||||
- **npm:** Added `repository` field to Node packages for npm provenance ([#4671](https://github.com/mem0ai/mem0/pull/4671))
|
||||
- **CD:** Added CD workflows for Node SDK packages with OIDC trusted publishing ([#4670](https://github.com/mem0ai/mem0/pull/4670))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-17" description="">
|
||||
<Update label="2026-04-02" description="Python v0.2.0 / Node v0.1.1">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** New Settings Page
|
||||
- **Memory:** Duplicate memories entities support
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:** Optimized semantic search and get_all APIs by eliminating N+1 queries
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-16" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Database:** Implemented read replica routing with enhanced logging and app-specific DB routing
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:** Improved query performance in search v2 and get all v2 endpoints
|
||||
- **`event` commands:** `mem0 event list` shows recent background processing events in a table; `mem0 event status <id>` shows full detail including nested memory results ([#4649](https://github.com/mem0ai/mem0/pull/4649))
|
||||
- **`--json` / `--agent` flag:** Root-level flag switches all command output to a structured JSON envelope for programmatic/agent consumption. Envelope format: `{"status", "command", "duration_ms", "scope", "count", "data"}` ([#4649](https://github.com/mem0ai/mem0/pull/4649))
|
||||
- **Agent output sanitization:** Raw API responses projected to only relevant fields per command (e.g., `add` → `{id, memory, event}`, `search` → `{id, memory, score, created_at, categories}`) ([#4649](https://github.com/mem0ai/mem0/pull/4649))
|
||||
- **Email login:** Added email verification code login to `mem0 init` ([#4623](https://github.com/mem0ai/mem0/pull/4623))
|
||||
- **Brand update:** Updated color palette from purple to golden ([#4664](https://github.com/mem0ai/mem0/pull/4664))
|
||||
- **CI/CD:** Added CI pipelines and CD workflows for both CLIs ([#4640](https://github.com/mem0ai/mem0/pull/4640), [#4653](https://github.com/mem0ai/mem0/pull/4653))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **API:** Fixed pagination for get all API
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-12" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Graph:** Fixed social graph bugs and connection issues
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-11" description="">
|
||||
- **Node:** Fixed critical `MODULE_NOT_FOUND` crash on `status`, `import`, and all commands when installed globally — replaced runtime `createRequire` with build-time version injection ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
- **Node:** API errors now show full response detail instead of bare "Bad Request" ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
- **Python:** Fixed double error printing on all commands ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
- **`status` command:** Replaced heavyweight `/v1/entities/` check with dedicated `GET /v1/ping/` endpoint ([#4649](https://github.com/mem0ai/mem0/pull/4649))
|
||||
- **`add` command:** Deduplicated PENDING results from API; changed misleading count message ([#4649](https://github.com/mem0ai/mem0/pull/4649))
|
||||
- **`init` command:** Partial flags now work in non-TTY; warns before overwriting existing config; added `--force` flag ([#4649](https://github.com/mem0ai/mem0/pull/4649))
|
||||
- **`delete` command:** Fixed entity delete via v2 API for all entity types ([#4649](https://github.com/mem0ai/mem0/pull/4649))
|
||||
|
||||
**Improvements:**
|
||||
- **Rate Limiting:** New rate limit for V2 Search
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Slack:** Fixed Slack rate limit error with backend improvements
|
||||
- Tables now show full UUIDs (was truncated to 8 chars, making `mem0 get <id>` fail) ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
- Search table includes Score column ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
- `config get api_key` short-form aliases added ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
- Client-side validation for `--expires`, `--page-size`, `--page`, `--top-k`, `--threshold`, and empty content ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
- `printInfo` / `printScope` moved to stderr to avoid contaminating JSON piping ([#4636](https://github.com/mem0ai/mem0/pull/4636))
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-10" description="">
|
||||
<Update label="2026-03-26" description="Python v0.1.0 / Node v0.1.0">
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:**
|
||||
- Changed connection pooling time to 5 minutes
|
||||
- Separated graph lambdas for better performance
|
||||
**Initial Release — Official Mem0 CLI**
|
||||
|
||||
</Update>
|
||||
A full-featured command-line interface for Mem0, available in both Python and Node.js:
|
||||
|
||||
<Update label="2025-07-09" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Graph:** Graph Optimizations V2 and memory improvements
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-08" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Database:** Added read replica support for improved database performance
|
||||
- **UI:** Implemented UI changes for Users Page
|
||||
- **Feedback:** Enabled feedback functionality
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Serializer:** Fixed GET ALL Serializer
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-05" description="">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** User Page Revamp and New Users Page
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-04" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Users:** New Users Page implementation
|
||||
- **Tools:** Added script to backfill memory categories
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Filters:** Fixed Filters Get All functionality
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-03" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Graph:** Graph Memory optimization
|
||||
- **Memory:** Fixed exact memories and semantically similar memories retrieval
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-02" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Categorization:** Refactored categorization logic to utilize Gemini 2.5 Flash and improve message handling
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-07-01" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Memory:** Fixed old_memory issue in Async memory addition lambda
|
||||
- **Events:** Fixed missing events
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-30" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Graph:** Improvements to graph memory and added user to LTM-STM
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-28" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Graph:** Added support for SQS in graph memory addition
|
||||
- **Testing:** Added Locust load testing script and Grafana Dashboard
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-27" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Rate Limiting:** Updated rate limiting for ADD API to 1000/min
|
||||
- **Performance:** Improved Neo4j performance
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-26" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Memory:** Edit Memory From Drawer functionality
|
||||
- **API:** Added Topic Suggestions API Endpoint
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-25" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Group Chat:** Group-Chat v2 with Actor-Aware Memories
|
||||
- **Memory:** Editable Metadata in Memories
|
||||
- **UI:** Memory Actions Badges
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-19" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Rate Limiting:** Implemented comprehensive rate limiting system
|
||||
|
||||
**Improvements:**
|
||||
- **Performance:** Added performance indexes for memory stats query
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Search:** Fixed search events not respecting top-k parameter
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-18" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Memory Management:** Implemented OpenAI Batch API for Memory Cleaning with fallback
|
||||
- **Playground:** Added Claude 4 support on Playground
|
||||
|
||||
**Improvements:**
|
||||
- **Memory:** Added ability to update memory metadata
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-17" description="">
|
||||
|
||||
**New Features:**
|
||||
- **UI:** New Memories Page UI design
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-16" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Infrastructure:** Migrated to Application Load Balancer (ALB)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-13" description="">
|
||||
|
||||
**Improvements:**
|
||||
- **Memory Management:** Enhanced Memory Management with Cosine Similarity Fallback
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-11" description="">
|
||||
|
||||
**New Features:**
|
||||
- **OMM:** Added OMM Script and UI functionality
|
||||
|
||||
**Improvements:**
|
||||
- **API:** Added filters validation to semantic_search_v2 endpoint
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-09" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Intercom:** Set Intercom events for ADD and SEARCH operations
|
||||
- **OpenMemory:** Added Posthog integration and feedback functionality
|
||||
- **MCP:** New JavaScript MCP Server with feedback support
|
||||
|
||||
**Improvements:**
|
||||
- **Structured Data:** Enhanced structured data handling in memory management
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-06" description="">
|
||||
|
||||
**New Features:**
|
||||
- **OAuth:** Added Mem0 OAuth integration
|
||||
- **OMM:** Added OMM-Mem0 sync for deleted memories
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-05" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Filters:** Implemented Wildcard Filters and refactored filter logic in V2 Views
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-02" description="">
|
||||
|
||||
**New Features:**
|
||||
- **OpenMemory Cloud:** Added OpenMemory Cloud support
|
||||
- **Structured Data:** Added 'structured_attributes' field to Memory model
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-30" description="">
|
||||
|
||||
**New Features:**
|
||||
- **Projects:** Added version and enable_graph to project views
|
||||
- **OpenMemory:** Added Postgres support for OpenMemory
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-19" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **Core:** Fixed unicode error in user_id, agent_id, run_id and app_id
|
||||
- **Install:** `pip install mem0-cli` (Python) or `npm install -g @mem0/cli` (Node.js)
|
||||
- **Full command suite:** `add`, `search`, `list`, `get`, `update`, `delete`, `import`, `config`, `init`, `status`, `entity`
|
||||
- **Interactive setup:** `mem0 init` with API key entry and user ID configuration
|
||||
- **Works everywhere:** Platform (Mem0 Cloud) and self-hosted OSS modes
|
||||
- **Scriptable:** `-o json` flag for CI/CD pipelines and automation
|
||||
- **Dual SDK:** Same commands, same experience across Python and Node.js
|
||||
- **Shared spec:** Both implementations driven by a single `cli-spec.json` ensuring identical behavior ([#4575](https://github.com/mem0ai/mem0/pull/4575))
|
||||
|
||||
</Update>
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="Vercel AI SDK">
|
||||
<Tab title="Plugins">
|
||||
|
||||
<Update label="2025-12-26" description="v2.0.5">
|
||||
<Update label="2026-04-02" description="mem0-plugin v1.0.0">
|
||||
|
||||
**Mem0 Plugin for Claude Code, Cursor, and Codex**
|
||||
|
||||
The unified Mem0 plugin for AI development environments:
|
||||
|
||||
- **9 MCP memory tools:** `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities` — all via `mcp.mem0.ai`
|
||||
- **Lifecycle hooks:** Automatic memory capture at session start, context compaction, task completion, and session end
|
||||
- **Cloud MCP server:** Managed endpoint replaces local MCP and Smithery setup
|
||||
- **Streamable HTTP transport:** New MCP transport protocol for real-time streaming
|
||||
- **Codex-specific skill:** Dedicated skill in `mem0-plugin/skills/mem0-codex` for Codex workflows
|
||||
- **Supported editors:** Claude Code, Claude Cowork, Cursor, Codex
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2025-12-26" description="Vercel AI SDK v2.0.5">
|
||||
**Bug Fix:**
|
||||
- **Vercel AI SDK:** Removed unnecessary dependencies to make the package lighter.
|
||||
- Removed unnecessary dependencies to make the package lighter.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-09-25" description="v2.0.4">
|
||||
<Update label="2025-09-25" description="Vercel AI SDK v2.0.3 – v2.0.4">
|
||||
**New Features:**
|
||||
- Added file support for multimodal capabilities with memory context (v2.0.3)
|
||||
|
||||
**Bug Fix:**
|
||||
- **Vercel AI SDK:** Fixed version parameter in the AI SDK to use V2 for addition.
|
||||
- Fixed version parameter to use V2 for addition (v2.0.4)
|
||||
</Update>
|
||||
|
||||
<Update label="2025-09-25" description="v2.0.3">
|
||||
**New Features:**
|
||||
- **Vercel AI SDK:** Added file support for multimodal capabilities with memory context
|
||||
</Update>
|
||||
|
||||
<Update label="2025-09-03" description="v2.0.2">
|
||||
<Update label="2025-09-03" description="Vercel AI SDK v2.0.2">
|
||||
**Bug Fix:**
|
||||
- **Vercel AI SDK:** Fixed streaming response in the AI SDK.
|
||||
- Fixed streaming response in the AI SDK.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-08-05" description="v2.0.1">
|
||||
<Update label="2025-08-05" description="Vercel AI SDK v2.0.0 – v2.0.1">
|
||||
**New Features:**
|
||||
- **Vercel AI SDK:** Added a new param `host` to the config.
|
||||
- Migration to AI SDK V5 (v2.0.0)
|
||||
- Added `host` param to the config (v2.0.1)
|
||||
</Update>
|
||||
|
||||
<Update label="2025-08-05" description="v2.0.0">
|
||||
<Update label="2025-06-15" description="Vercel AI SDK v1.0.6">
|
||||
**New Features:**
|
||||
- **Vercel AI SDK:** Migration to AI SDK V5.
|
||||
- Added `filter_memories` param.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-15" description="v1.0.6">
|
||||
<Update label="2025-05-23" description="Vercel AI SDK v1.0.5">
|
||||
**New Features:**
|
||||
- **Vercel AI SDK:** Added param `filter_memories`.
|
||||
- Added support for Google provider.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-23" description="v1.0.5">
|
||||
<Update label="2025-05-10" description="Vercel AI SDK v1.0.3 – v1.0.4">
|
||||
**New Features:**
|
||||
- **Vercel AI SDK:** Added support for Google provider.
|
||||
</Update>
|
||||
- Added support for `output_format` param (v1.0.4)
|
||||
|
||||
<Update label="2025-05-10" description="v1.0.4">
|
||||
**New Features:**
|
||||
- **Vercel AI SDK:** Added support for new param `output_format`.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-08" description="v1.0.3">
|
||||
**Improvements:**
|
||||
- **Vercel AI SDK:** Added support for graceful failure in cases services are down.
|
||||
- Added graceful failure handling when services are down (v1.0.3)
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-01" description="v1.0.1">
|
||||
<Update label="2025-05-01" description="Vercel AI SDK v1.0.1">
|
||||
**New Features:**
|
||||
- **Vercel AI SDK:** Added support for graph memories
|
||||
- Added support for graph memories.
|
||||
</Update>
|
||||
|
||||
</Tab>
|
||||
|
||||
</Tabs>
|
||||
|
||||
@@ -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
|
||||
}
|
||||
}
|
||||
|
||||
@@ -21,7 +21,7 @@ os.environ["OPENAI_API_KEY"] = "your-api-key"
|
||||
|
||||
# Initialize a LangChain model directly
|
||||
openai_model = ChatOpenAI(
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
model="gpt-5-mini",
|
||||
temperature=0.2,
|
||||
max_tokens=2000
|
||||
)
|
||||
|
||||
@@ -16,7 +16,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "litellm",
|
||||
"config": {
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"model": "gpt-5-mini",
|
||||
"temperature": 0.2,
|
||||
"max_tokens": 2000,
|
||||
}
|
||||
|
||||
@@ -20,7 +20,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"model": "gpt-5-mini",
|
||||
"temperature": 0.2,
|
||||
"max_tokens": 2000,
|
||||
}
|
||||
@@ -86,7 +86,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai_structured",
|
||||
"config": {
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"model": "gpt-5-mini",
|
||||
"temperature": 0.0,
|
||||
}
|
||||
}
|
||||
|
||||
@@ -91,7 +91,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-4.1-nano-2025-04-14"
|
||||
"model": "gpt-5-mini"
|
||||
}
|
||||
},
|
||||
"reranker": {
|
||||
|
||||
@@ -189,7 +189,7 @@ for i, prompt in enumerate(prompts):
|
||||
config["reranker"]["config"]["scoring_prompt"] = prompt
|
||||
memory = Memory.from_config(config)
|
||||
|
||||
results = memory.search("test query", user_id="test_user")
|
||||
results = memory.search("test query", filters={"user_id": "test_user"})
|
||||
print(f"Prompt {i+1} results: {results}")
|
||||
```
|
||||
|
||||
|
||||
@@ -35,7 +35,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-4.1-nano-2025-04-14"
|
||||
"model": "gpt-5-mini"
|
||||
}
|
||||
},
|
||||
"reranker": {
|
||||
@@ -95,7 +95,7 @@ messages = [
|
||||
memory.add(messages, user_id="bob")
|
||||
|
||||
# Search with reranking
|
||||
results = memory.search("What is the user's profession?", user_id="bob")
|
||||
results = memory.search("What is the user's profession?", filters={"user_id": "bob"})
|
||||
|
||||
for result in results['results']:
|
||||
print(f"Memory: {result['memory']}")
|
||||
|
||||
@@ -175,7 +175,7 @@ queries = [
|
||||
|
||||
results = []
|
||||
for query in queries:
|
||||
result = m.search(query, user_id="alice", rerank=True)
|
||||
result = m.search(query, filters={"user_id": "alice"}, rerank=True)
|
||||
results.append(result)
|
||||
```
|
||||
|
||||
|
||||
@@ -111,7 +111,7 @@ messages = [
|
||||
memory.add(messages, user_id="david")
|
||||
|
||||
# Search with LLM reranking
|
||||
results = memory.search("What programming topics is the user studying?", user_id="david")
|
||||
results = memory.search("What programming topics is the user studying?", filters={"user_id": "david"})
|
||||
|
||||
for result in results['results']:
|
||||
print(f"Memory: {result['memory']}")
|
||||
|
||||
@@ -283,12 +283,12 @@ for result in results["results"]:
|
||||
def safe_llm_rerank_search(query, user_id, max_retries=3):
|
||||
for attempt in range(max_retries):
|
||||
try:
|
||||
return m.search(query, user_id=user_id, rerank=True)
|
||||
return m.search(query, filters={"user_id": user_id}, rerank=True)
|
||||
except Exception as e:
|
||||
print(f"Attempt {attempt + 1} failed: {e}")
|
||||
if attempt == max_retries - 1:
|
||||
# Fall back to vector search
|
||||
return m.search(query, user_id=user_id, rerank=False)
|
||||
return m.search(query, filters={"user_id": user_id}, rerank=False)
|
||||
|
||||
# Use the safe function
|
||||
results = safe_llm_rerank_search("What are my preferences?", "alice")
|
||||
@@ -376,19 +376,19 @@ class RobustLLMReranker:
|
||||
# Try primary LLM reranker
|
||||
for attempt in range(max_retries):
|
||||
try:
|
||||
return self.primary.search(query, user_id=user_id, rerank=True)
|
||||
return self.primary.search(query, filters={"user_id": user_id}, rerank=True)
|
||||
except Exception as e:
|
||||
print(f"Primary reranker attempt {attempt + 1} failed: {e}")
|
||||
|
||||
# Try fallback reranker
|
||||
if self.fallback:
|
||||
try:
|
||||
return self.fallback.search(query, user_id=user_id, rerank=True)
|
||||
return self.fallback.search(query, filters={"user_id": user_id}, rerank=True)
|
||||
except Exception as e:
|
||||
print(f"Fallback reranker failed: {e}")
|
||||
|
||||
# Final fallback: vector search only
|
||||
return self.primary.search(query, user_id=user_id, rerank=False)
|
||||
return self.primary.search(query, filters={"user_id": user_id}, rerank=False)
|
||||
|
||||
# Usage
|
||||
primary_config = {
|
||||
|
||||
@@ -101,7 +101,7 @@ messages = [
|
||||
memory.add(messages, user_id="charlie")
|
||||
|
||||
# Search with local reranking
|
||||
results = memory.search("What books does the user like?", user_id="charlie")
|
||||
results = memory.search("What books does the user like?", filters={"user_id": "charlie"})
|
||||
|
||||
for result in results['results']:
|
||||
print(f"Memory: {result['memory']}")
|
||||
|
||||
@@ -86,7 +86,7 @@ messages = [
|
||||
memory.add(messages, user_id="alice")
|
||||
|
||||
# Search with reranking
|
||||
results = memory.search("What Italian food does the user like?", user_id="alice")
|
||||
results = memory.search("What Italian food does the user like?", filters={"user_id": "alice"})
|
||||
|
||||
for result in results['results']:
|
||||
print(f"Memory: {result['memory']}")
|
||||
|
||||
@@ -153,7 +153,7 @@ def measure_reranker_performance(config, queries, user_id):
|
||||
latencies = []
|
||||
for query in queries:
|
||||
start_time = time.time()
|
||||
results = memory.search(query, user_id=user_id)
|
||||
results = memory.search(query, filters={"user_id": user_id})
|
||||
latency = time.time() - start_time
|
||||
latencies.append(latency)
|
||||
|
||||
@@ -191,7 +191,7 @@ class CachedReranker:
|
||||
|
||||
@lru_cache(maxsize=1000)
|
||||
def search_cached(self, query_hash, user_id):
|
||||
return self.memory.search(query, user_id=user_id)
|
||||
return self.memory.search(query, filters={"user_id": user_id})
|
||||
|
||||
def search(self, query, user_id):
|
||||
query_hash = hashlib.md5(f"{query}_{user_id}".encode()).hexdigest()
|
||||
|
||||
@@ -15,7 +15,7 @@ Mem0 supports LangChain as a provider for vector store integration. LangChain pr
|
||||
```python Python
|
||||
import os
|
||||
from mem0 import Memory
|
||||
from langchain_community.vectorstores import Chroma
|
||||
from langchain_chroma import Chroma
|
||||
from langchain_openai import OpenAIEmbeddings
|
||||
|
||||
# Initialize a LangChain vector store
|
||||
|
||||
@@ -72,7 +72,7 @@ m.add(messages, user_id="alice", metadata={"category": "movies"})
|
||||
### Search Memories
|
||||
|
||||
```python
|
||||
results = m.search("What kind of movies does Alice like?", user_id="alice")
|
||||
results = m.search("What kind of movies does Alice like?", filters={"user_id": "alice"})
|
||||
```
|
||||
|
||||
### Features
|
||||
|
||||
@@ -36,7 +36,7 @@ messages = [
|
||||
m.add(messages, user_id="alice", metadata={"category": "movies"})
|
||||
|
||||
# Search memories
|
||||
results = m.search(query="sci-fi recommendations", user_id="alice")
|
||||
results = m.search(query="sci-fi recommendations", filters={"user_id": "alice"})
|
||||
```
|
||||
|
||||
### Config
|
||||
|
||||
@@ -50,4 +50,25 @@ Here are the parameters available for configuring Valkey:
|
||||
| `hnsw_m` | Number of bi-directional links for HNSW | `16` |
|
||||
| `hnsw_ef_construction` | Size of dynamic candidate list for HNSW | `200` |
|
||||
| `hnsw_ef_runtime` | Size of dynamic candidate list for search | `10` |
|
||||
| `cluster_mode` | Enable cluster mode for Valkey cluster (CME) deployments | `false` |
|
||||
| `distance_metric` | Distance metric for vector similarity | `cosine` |
|
||||
|
||||
## Cluster Mode
|
||||
|
||||
To use Valkey with cluster mode enabled (CME), set `cluster_mode` to `true`:
|
||||
|
||||
```python
|
||||
config = {
|
||||
"vector_store": {
|
||||
"provider": "valkey",
|
||||
"config": {
|
||||
"collection_name": "memories",
|
||||
"valkey_url": "valkey://cluster-endpoint:6379",
|
||||
"embedding_model_dims": 1536,
|
||||
"cluster_mode": True
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
When cluster mode is enabled, the connector uses `ValkeyCluster` instead of the standalone client, which handles `MOVED`/`ASK` redirections automatically. Search queries are coordinated across all shards by the valkey-search module's built-in coordinator. See the [valkey-search documentation](https://github.com/valkey-io/valkey-search) for details on cluster mode behavior.
|
||||
|
||||
@@ -60,7 +60,7 @@ class PersonalAITutor:
|
||||
"""
|
||||
# Start a streaming response request to the AI
|
||||
response = self.client.responses.create(
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
model="gpt-5-mini",
|
||||
instructions="You are a personal AI Tutor.",
|
||||
input=question,
|
||||
stream=True
|
||||
@@ -81,7 +81,7 @@ class PersonalAITutor:
|
||||
:param user_id: Optional user ID to filter memories.
|
||||
:return: List of memories.
|
||||
"""
|
||||
return self.memory.get_all(user_id=user_id)
|
||||
return self.memory.get_all(filters={"user_id": user_id})
|
||||
|
||||
# Instantiate the PersonalAITutor
|
||||
ai_tutor = PersonalAITutor()
|
||||
|
||||
@@ -57,7 +57,7 @@ m = Memory.from_config(config)
|
||||
m.add("I'm visiting Paris", user_id="john")
|
||||
|
||||
# Retrieve memories
|
||||
memories = m.get_all(user_id="john")
|
||||
memories = m.get_all(filters={"user_id": "john"})
|
||||
```
|
||||
|
||||
## Key Points
|
||||
|
||||
@@ -47,7 +47,7 @@ ${memoriesStr}`;
|
||||
];
|
||||
|
||||
const response = await openaiClient.chat.completions.create({
|
||||
model: "gpt-4.1-nano-2025-04-14",
|
||||
model: "gpt-5-mini",
|
||||
messages: messages
|
||||
});
|
||||
|
||||
|
||||
@@ -45,7 +45,7 @@ Before you begin, follow these steps to set up the demo application:
|
||||
OPENAI_API_KEY=your_openai_api_key
|
||||
MEM0_API_KEY=your_mem0_api_key
|
||||
```
|
||||
You can obtain your `MEM0_API_KEY` by signing up at [Mem0 API Dashboard](https://app.mem0.ai/dashboard/api-keys).
|
||||
You can obtain your `MEM0_API_KEY` by signing up at <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 API Dashboard</a>.
|
||||
|
||||
5. Start the development server:
|
||||
```bash
|
||||
|
||||
@@ -36,7 +36,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"model": "gpt-5-mini",
|
||||
"temperature": 0.1,
|
||||
"max_tokens": 2000,
|
||||
}
|
||||
@@ -54,7 +54,6 @@ config = {
|
||||
"embedding_model_dims": 3072,
|
||||
}
|
||||
},
|
||||
"version": "v1.1",
|
||||
}
|
||||
|
||||
class PersonalTravelAssistant:
|
||||
@@ -77,7 +76,7 @@ class PersonalTravelAssistant:
|
||||
|
||||
# Generate response using Responses API
|
||||
response = self.client.responses.create(
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
model="gpt-5-mini",
|
||||
input=prompt
|
||||
)
|
||||
|
||||
@@ -89,11 +88,11 @@ class PersonalTravelAssistant:
|
||||
return answer
|
||||
|
||||
def get_memories(self, user_id):
|
||||
memories = self.memory.get_all(user_id=user_id)
|
||||
memories = self.memory.get_all(filters={"user_id": user_id})
|
||||
return [m['memory'] for m in memories['results']]
|
||||
|
||||
def search_memories(self, query, user_id):
|
||||
memories = self.memory.search(query, user_id=user_id)
|
||||
memories = self.memory.search(query, filters={"user_id": user_id})
|
||||
return [m['memory'] for m in memories['results']]
|
||||
|
||||
# Usage example
|
||||
@@ -143,7 +142,7 @@ class PersonalTravelAssistant:
|
||||
|
||||
# Generate response using gpt-4.1-nano
|
||||
response = self.client.chat.completions.create(
|
||||
model="gpt-4.1-nano-2025-04-14"2025-04-14",
|
||||
model="gpt-5-mini",
|
||||
messages=self.messages
|
||||
)
|
||||
answer = response.choices[0].message.content
|
||||
@@ -154,11 +153,11 @@ class PersonalTravelAssistant:
|
||||
return answer
|
||||
|
||||
def get_memories(self, user_id):
|
||||
memories = self.memory.get_all(user_id=user_id)
|
||||
memories = self.memory.get_all(filters={"user_id": user_id})
|
||||
return [m['memory'] for m in memories.get('results', [])]
|
||||
|
||||
def search_memories(self, query, user_id):
|
||||
memories = self.memory.search(query, user_id=user_id)
|
||||
memories = self.memory.search(query, filters={"user_id": user_id})
|
||||
return [m['memory'] for m in memories.get('results', [])]
|
||||
|
||||
# Usage example
|
||||
|
||||
@@ -126,16 +126,15 @@ async def search_memories(
|
||||
print(f"Finding memories related to: {query}")
|
||||
results = await mem0_client.search(
|
||||
query,
|
||||
user_id=USER_ID,
|
||||
limit=5,
|
||||
filters={"user_id": USER_ID},
|
||||
top_k=5,
|
||||
threshold=0.7, # Higher threshold for more relevant results
|
||||
|
||||
)
|
||||
|
||||
|
||||
# Format and return the results
|
||||
if not results.get('results', []):
|
||||
return "I don't have any relevant memories about this topic."
|
||||
|
||||
|
||||
memories = [f"• {result['memory']}" for result in results.get('results', [])]
|
||||
return "Here's what I remember that might be relevant:\n" + "\n".join(memories)
|
||||
```
|
||||
@@ -161,7 +160,7 @@ def create_memory_voice_agent():
|
||||
Use the search_memories tool when you need context from past conversations or user asks you to recall something.
|
||||
""",
|
||||
),
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
model="gpt-5-mini",
|
||||
tools=[save_memories, search_memories],
|
||||
)
|
||||
|
||||
@@ -342,16 +341,15 @@ async def search_memories(
|
||||
print(f"Finding memories related to: {query}")
|
||||
results = await mem0_client.search(
|
||||
query,
|
||||
user_id=USER_ID,
|
||||
limit=5,
|
||||
filters={"user_id": USER_ID},
|
||||
top_k=5,
|
||||
threshold=0.7, # Higher threshold for more relevant results
|
||||
|
||||
)
|
||||
|
||||
|
||||
# Format and return the results
|
||||
if not results.get('results', []):
|
||||
return "I don't have any relevant memories about this topic."
|
||||
|
||||
|
||||
memories = [f"• {result['memory']}" for result in results.get('results', [])]
|
||||
return "Here's what I remember that might be relevant:\n" + "\n".join(memories)
|
||||
|
||||
@@ -368,7 +366,7 @@ def create_memory_voice_agent():
|
||||
Use the search_memories tool when you need context from past conversations or user asks you to recall something.
|
||||
""",
|
||||
),
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
model="gpt-5-mini",
|
||||
tools=[save_memories, search_memories],
|
||||
)
|
||||
|
||||
|
||||
@@ -62,7 +62,7 @@ mem0_client = MemoryClient(api_key="your-mem0-key")
|
||||
|
||||
def chat(user_input, user_id):
|
||||
# Retrieve relevant memories
|
||||
memories = mem0_client.search(user_input, user_id=user_id, limit=5)
|
||||
memories = mem0_client.search(user_input, filters={"user_id": user_id}, top_k=5)
|
||||
context = "\\n".join(m["memory"] for m in memories["results"])
|
||||
|
||||
# Call LLM with memory context
|
||||
@@ -123,7 +123,7 @@ 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)
|
||||
memories = memory.search(user_input, filters={"user_id": user_id}, top_k=5)
|
||||
context = "\n".join(m["memory"] for m in memories["results"])
|
||||
|
||||
# Call LLM with memory context (Ollama via OpenAI-compatible API)
|
||||
@@ -319,7 +319,7 @@ print([m["memory"] for m in memories["results"]])
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memories = memory.get_all(user_id="max")
|
||||
memories = memory.get_all(filters={"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"]
|
||||
```
|
||||
@@ -354,10 +354,10 @@ Exclude:
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
Tell Mem0 what matters by including `custom_fact_extraction_prompt` in the config dict:
|
||||
Tell Mem0 what matters by including `custom_instructions` in the config dict:
|
||||
|
||||
```python
|
||||
MEMORY_CONFIG["custom_fact_extraction_prompt"] = """
|
||||
MEMORY_CONFIG["custom_instructions"] = """
|
||||
Extract from running coach conversations:
|
||||
- Training goals and race targets
|
||||
- Physical constraints or injuries
|
||||
@@ -375,7 +375,7 @@ 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>
|
||||
<Note>`custom_instructions` 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>
|
||||
|
||||
@@ -397,7 +397,7 @@ print([m["memory"] for m in memories["results"]])
|
||||
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")
|
||||
memories = memory.get_all(filters={"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"]
|
||||
```
|
||||
@@ -446,7 +446,7 @@ Retrieve agent style alongside user memories:
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
# Get coach personality
|
||||
agent_memories = mem0_client.search("coaching style", agent_id="ray_coach")
|
||||
agent_memories = mem0_client.search("coaching style", filters={"agent_id": "ray_coach"})
|
||||
# Output: ["Max wants direct, data-driven feedback. Skip motivational language."]
|
||||
|
||||
# Store conversations with agent_id
|
||||
@@ -459,7 +459,7 @@ mem0_client.add([
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
# Get coach personality
|
||||
agent_memories = memory.search("coaching style", agent_id="ray_coach")
|
||||
agent_memories = memory.search("coaching style", filters={"agent_id": "ray_coach"})
|
||||
# Output: ["Max wants direct, data-driven feedback. Skip motivational language."]
|
||||
|
||||
# Store conversations with agent_id
|
||||
@@ -520,7 +520,7 @@ memory.add(
|
||||
# "hey" → don't store
|
||||
# "cool thanks" → don't store
|
||||
|
||||
# Or rely on custom_fact_extraction_prompt to filter automatically
|
||||
# Or rely on custom_instructions to filter automatically
|
||||
```
|
||||
</Tab>
|
||||
</Tabs>
|
||||
@@ -545,11 +545,11 @@ expiration = (datetime.now() + timedelta(days=14)).strftime("%Y-%m-%d")
|
||||
mem0_client.add(
|
||||
[{"role": "user", "content": "Rolled my left ankle, needs rest"}],
|
||||
user_id="max",
|
||||
expiration_date=expiration
|
||||
metadata={"memory_bucket": "constraints", "expires_on": expiration}
|
||||
)
|
||||
```
|
||||
|
||||
In 14 days, this memory disappears automatically. Ray stops asking about the ankle.
|
||||
Store `expires_on` in metadata and periodically clean up expired memories. Ray stops asking about the ankle once it's removed.
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
@@ -627,7 +627,7 @@ MEMORY_CONFIG = {
|
||||
"ollama_base_url": "http://localhost:11434",
|
||||
},
|
||||
},
|
||||
"custom_fact_extraction_prompt": """
|
||||
"custom_instructions": """
|
||||
Extract: goals, constraints, preferences, progress
|
||||
Exclude: greetings, filler, casual chat
|
||||
Return JSON with key "facts" as a list of strings.
|
||||
@@ -684,8 +684,7 @@ expiration = (datetime.now() + timedelta(days=14)).strftime("%Y-%m-%d")
|
||||
mem0_client.add(
|
||||
[{"role": "user", "content": "Rolled ankle, need light workouts"}],
|
||||
user_id="max",
|
||||
categories=["constraints"],
|
||||
expiration_date=expiration
|
||||
metadata={"memory_bucket": "constraints", "expires_on": expiration}
|
||||
)
|
||||
```
|
||||
</Tab>
|
||||
@@ -706,13 +705,13 @@ memory.add(
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
memories = mem0_client.search("training plan", user_id="max", limit=5)
|
||||
memories = mem0_client.search("training plan", filters={"user_id": "max"}, top_k=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)
|
||||
memories = memory.search("training plan", filters={"user_id": "max"}, top_k=5)
|
||||
# Gets: marathon goal, trail preference, ankle injury (if still valid / not pruned)
|
||||
```
|
||||
</Tab>
|
||||
@@ -806,7 +805,7 @@ mem0_client.update(goal_memory["id"], "Max wants to run sub-3:45 marathon")
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
# Find the old memory
|
||||
memories = memory.get_all(user_id="max")
|
||||
memories = memory.get_all(filters={"user_id": "max"})
|
||||
goal_memory = [m for m in memories["results"] if "sub-4" in m["memory"]][0]
|
||||
|
||||
# Update it
|
||||
|
||||
@@ -1,361 +0,0 @@
|
||||
---
|
||||
title: Choose Vector vs Graph Memory
|
||||
description: "Blend vector search with graph relationships to answer multi-hop questions."
|
||||
---
|
||||
|
||||
|
||||
Most AI agents use vector stores for RAG operations - they work great for semantic search and retrieving relevant context. But there's a gap when queries require understanding connections between entities.
|
||||
|
||||
Mem0 brings graph memory into the picture to fill this gap. In this cookbook, we'll create a company knowledge base with Mem0, using both vector and graph stores. You'll learn when each one helps along the way.
|
||||
|
||||
---
|
||||
|
||||
## Vector and Graph Stores
|
||||
|
||||
When you add a memory to Mem0, it goes into a **vector store** by default. Vector stores are excellent at semantic search - finding memories that match the meaning of your query.
|
||||
|
||||
**Graph stores** work differently. They extract **entities** (people, projects, teams) and **relationships between them** (works_with, reports_to, member_of). This lets you answer questions that need connecting information across multiple memories.
|
||||
|
||||
We will go through examples in this cookbook while building a company's knowledge base along the way.
|
||||
|
||||
---
|
||||
|
||||
## Starting Simple
|
||||
|
||||
Since we're building a company knowledge base, let's add some employee information:
|
||||
|
||||
```python
|
||||
from mem0 import MemoryClient
|
||||
|
||||
client = MemoryClient(api_key="your-api-key")
|
||||
# Add employee info
|
||||
client.add("Emma is a software engineer in Seattle", user_id="company_kb")
|
||||
client.add("David is a product manager in Austin", user_id="company_kb")
|
||||
|
||||
```
|
||||
|
||||
Now let's search for Emma's role:
|
||||
|
||||
```python
|
||||
results = client.search("What does Emma do?", filters={"user_id": "company_kb"})
|
||||
print(results['results'][0]['memory'])
|
||||
|
||||
```
|
||||
|
||||
**Output:**
|
||||
|
||||
```
|
||||
Emma is a software engineer in Seattle
|
||||
|
||||
```
|
||||
|
||||
<Info>
|
||||
**Expected output:** Vector search returned Emma's role instantly. When queries ask for facts directly stored in one memory, vector semantic search is perfect—fast and accurate.
|
||||
</Info>
|
||||
|
||||
This works perfectly. Vector search found the memory that semantically matches "What does Emma do?" and returned Emma's role.
|
||||
|
||||
---
|
||||
|
||||
## Adding Team Structure
|
||||
|
||||
Let's add some information about how the team works together:
|
||||
|
||||
```python
|
||||
client.add("Emma works with David on the mobile app redesign", user_id="company_kb")
|
||||
client.add("David reports to Rachel, who manages the design team", user_id="company_kb")
|
||||
|
||||
```
|
||||
|
||||
Now we have two pieces of information stored:
|
||||
|
||||
1. Emma works with David
|
||||
2. David reports to Rachel
|
||||
|
||||
Let's try asking something that needs both pieces:
|
||||
|
||||
```python
|
||||
results = client.search(
|
||||
"Who is Emma's teammate's manager?",
|
||||
filters={"user_id": "company_kb"}
|
||||
)
|
||||
|
||||
for r in results['results']:
|
||||
print(r['memory'])
|
||||
|
||||
```
|
||||
|
||||
**Output:**
|
||||
|
||||
```
|
||||
Emma works with David on the mobile app redesign
|
||||
David reports to Rachel, who manages the design team
|
||||
|
||||
```
|
||||
|
||||
Vector search returned both memories, but it didn't connect them. You'd need to manually figure out:
|
||||
|
||||
- Emma's teammate is David (from memory 1)
|
||||
- David's manager is Rachel (from memory 2)
|
||||
- So the answer is Rachel
|
||||
|
||||
<Warning>
|
||||
Vector search can't traverse relationships. It returns relevant memories, but you must connect the dots manually. For "Who is Emma's teammate's manager?", vector search gives you the pieces—not the answer. This breaks down as queries get more complex (3+ hops).
|
||||
</Warning>
|
||||
|
||||
---
|
||||
|
||||
## Enter Graph Memory
|
||||
|
||||
Let's add the same information with graph memory enabled:
|
||||
|
||||
```python
|
||||
client.add(
|
||||
"Emma works with David on the mobile app redesign",
|
||||
user_id="company_kb",
|
||||
enable_graph=True
|
||||
)
|
||||
|
||||
client.add(
|
||||
"David reports to Rachel, who manages the design team",
|
||||
user_id="company_kb",
|
||||
enable_graph=True
|
||||
)
|
||||
|
||||
```
|
||||
|
||||
When you set `enable_graph=True`, Mem0 extracts entities and relationships:
|
||||
|
||||
- `emma --[works_with]--> david`
|
||||
- `david --[reports_to]--> rachel`
|
||||
- `rachel --[manages]--> design_team`
|
||||
|
||||
Now the same query works differently:
|
||||
|
||||
```python
|
||||
results = client.search(
|
||||
"Who is Emma's teammate's manager?",
|
||||
filters={"user_id": "company_kb"},
|
||||
enable_graph=True
|
||||
)
|
||||
|
||||
print(results['results'][0]['memory'])
|
||||
print("\\nRelationships found:")
|
||||
for rel in results.get('relations', []):
|
||||
print(f" {rel['source']}, {rel['target']} ({rel['relationship']})")
|
||||
|
||||
```
|
||||
|
||||
**Output:**
|
||||
|
||||
```
|
||||
David reports to Rachel, who manages the design team
|
||||
|
||||
Relationships found:
|
||||
emma, david (works_with)
|
||||
david, rachel (reports_to)
|
||||
|
||||
```
|
||||
|
||||
<Info>
|
||||
**Expected behavior:** Graph memory returns the direct answer—"David reports to Rachel"—plus the relationship chain that got there. No manual connecting needed. The graph traversed: Emma → works_with → David → reports_to → Rachel.
|
||||
</Info>
|
||||
|
||||
Graph memory traversed the relationships automatically: Emma works with David, David reports to Rachel, so Rachel is the answer.
|
||||
|
||||
---
|
||||
|
||||
## How It Connects
|
||||
|
||||
Here's what the graph looks like behind the scenes:
|
||||
|
||||
```mermaid
|
||||
graph LR
|
||||
Emma[Emma] -->|works_with| David[David]
|
||||
David -->|reports_to| Rachel[Rachel]
|
||||
Rachel -->|manages| DesignTeam[Design Team]
|
||||
David -->|works_on| MobileApp[Mobile App]
|
||||
Emma -->|works_on| MobileApp
|
||||
|
||||
```
|
||||
|
||||
Graph memory lets you discover relations and memories which are tricky to do with direct vector stores.
|
||||
|
||||
Vector search would need the exact words in your query to match. Graph memory follows the connections.
|
||||
|
||||
---
|
||||
|
||||
## When to Use Each
|
||||
|
||||
Use **vector store** (default) when:
|
||||
|
||||
- Searching documents by semantic similarity
|
||||
- Looking up facts that don't need relationships
|
||||
- Building FAQs or knowledge bases where each item stands alone
|
||||
|
||||
Use **graph memory** when:
|
||||
|
||||
- Tracking organizational hierarchies (who reports to whom)
|
||||
- Understanding project teams (who collaborates with whom)
|
||||
- Building CRMs (which contacts connect to which companies)
|
||||
- Product recommendations (what items are bought together)
|
||||
|
||||
For our company knowledge base, we'll use both:
|
||||
|
||||
- Vector for individual facts: "Emma specializes in React"
|
||||
- Graph for relationships: "Emma works with David"
|
||||
|
||||
---
|
||||
|
||||
## Putting It Together
|
||||
|
||||
Let's build a small company knowledge base with both approaches:
|
||||
|
||||
```python
|
||||
# Facts about individuals - vector store is fine
|
||||
client.add("Emma specializes in React and TypeScript", user_id="company_kb")
|
||||
client.add("David has 5 years of product management experience", user_id="company_kb")
|
||||
|
||||
# Relationships - use graph memory
|
||||
client.add(
|
||||
"Emma and David work together on the mobile app",
|
||||
user_id="company_kb",
|
||||
enable_graph=True
|
||||
)
|
||||
|
||||
client.add(
|
||||
"David reports to Rachel",
|
||||
user_id="company_kb",
|
||||
enable_graph=True
|
||||
)
|
||||
|
||||
client.add(
|
||||
"Rachel runs weekly team syncs every Tuesday",
|
||||
user_id="company_kb",
|
||||
enable_graph=True
|
||||
)
|
||||
|
||||
```
|
||||
|
||||
Now we can ask different types of questions:
|
||||
|
||||
```python
|
||||
# Direct fact - vector search
|
||||
results = client.search("What are Emma's skills?", filters={"user_id": "company_kb"})
|
||||
print(results['results'][0]['memory'])
|
||||
|
||||
```
|
||||
|
||||
**Output:**
|
||||
|
||||
```
|
||||
Emma specializes in React and TypeScript
|
||||
|
||||
```
|
||||
|
||||
```python
|
||||
# Multi-hop relationship - graph search
|
||||
results = client.search(
|
||||
"What meetings does Emma's project manager's boss run?",
|
||||
filters={"user_id": "company_kb"},
|
||||
enable_graph=True
|
||||
)
|
||||
print(results['results'][0]['memory'])
|
||||
|
||||
```
|
||||
|
||||
**Output:**
|
||||
|
||||
```
|
||||
Rachel runs weekly team syncs every Tuesday
|
||||
|
||||
```
|
||||
|
||||
Graph memory connected: Emma works with David, David reports to Rachel, Rachel runs team syncs.
|
||||
|
||||
<Tip>
|
||||
Enable graph memory when your queries need multi-hop traversal: org charts (who reports to whom), project teams (who collaborates), CRMs (which contacts connect to companies). For single-fact lookups, stick with vector search—it's faster and cheaper.
|
||||
</Tip>
|
||||
|
||||
---
|
||||
|
||||
## The Tradeoff
|
||||
|
||||
Graph memory adds processing time and cost. When you call `client.add()` with `enable_graph=True`, Mem0 makes extra LLM calls to extract entities and relationships.
|
||||
|
||||
<Note>
|
||||
**Cost consideration:** Graph memory extraction adds ~2-3 extra LLM calls per `add()` operation to identify entities and relationships. Use it selectively—enable graph for organizational structure and long-term relationships, skip it for temporary notes and simple facts.
|
||||
</Note>
|
||||
|
||||
Use graph memory when the relationship traversal adds real value. For most use cases, vector search is sufficient and faster.
|
||||
|
||||
```python
|
||||
# Long-term organizational structure - worth using graph
|
||||
client.add(
|
||||
"Emma mentors two junior engineers on the frontend team",
|
||||
user_id="company_kb",
|
||||
enable_graph=True
|
||||
)
|
||||
|
||||
# Temporary notes - skip graph, not worth the cost
|
||||
client.add(
|
||||
"Emma is out sick today",
|
||||
user_id="company_kb",
|
||||
run_id="daily_notes"
|
||||
)
|
||||
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Enabling Graph Memory
|
||||
|
||||
You can enable graph memory in two ways:
|
||||
|
||||
**Per-call** (recommended to start):
|
||||
|
||||
```python
|
||||
client.add("Emma works with David", user_id="company_kb", enable_graph=True)
|
||||
client.search("team structure", filters={"user_id": "company_kb"}, enable_graph=True)
|
||||
|
||||
```
|
||||
|
||||
**Project-wide** (if most of your data has relationships):
|
||||
|
||||
```python
|
||||
client.project.update(enable_graph=True)
|
||||
|
||||
# Now every add uses graph automatically
|
||||
client.add("Emma mentors Jordan", user_id="company_kb")
|
||||
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## What You Built
|
||||
|
||||
A hybrid company knowledge base that combines both architectures:
|
||||
|
||||
- **Vector search** - Fast semantic lookups for individual facts (Emma's skills, David's experience)
|
||||
- **Graph memory** - Multi-hop relationship traversal (Emma's teammate's manager, project hierarchies)
|
||||
- **Selective enablement** - Graph only for long-term organizational structure, vector for everything else
|
||||
- **Cost optimization** - Skip graph extraction for temporary notes and simple facts
|
||||
|
||||
This pattern scales from 10-person startups to enterprise org charts with thousands of employees.
|
||||
|
||||
---
|
||||
|
||||
## Summary
|
||||
|
||||
Vector stores handle most memory operations efficiently—semantic search works great for finding relevant information. Add graph memory when your queries need to understand how entities connect across multiple hops.
|
||||
|
||||
The key is knowing which tool fits your query pattern: direct questions work with vectors, multi-hop relationship queries need graphs.
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Partition Memories by Entity" icon="layers" href="/cookbooks/essentials/entity-partitioning-playbook">
|
||||
Scope memories across users, agents, apps, and sessions to balance personalization and reuse.
|
||||
</Card>
|
||||
<Card title="Export Everything Safely" icon="download" href="/cookbooks/essentials/exporting-memories">
|
||||
Learn how to migrate or audit stored memories with structured exports.
|
||||
</Card>
|
||||
</CardGroup>
|
||||
@@ -38,7 +38,7 @@ client = MemoryClient(api_key="your-api-key")
|
||||
```
|
||||
|
||||
<Note>
|
||||
Replace `your-api-key` with your actual Mem0 API key from the [dashboard](https://app.mem0.ai). Without proper API authentication, memory operations will fail.
|
||||
Replace `your-api-key` with your actual Mem0 API key from the <a href="https://app.mem0.ai" rel="nofollow">dashboard</a>. Without proper API authentication, memory operations will fail.
|
||||
</Note>
|
||||
|
||||
---
|
||||
@@ -513,11 +513,6 @@ These controls prevent retrieval failures and ensure your AI assistant works wit
|
||||
|
||||
Start with conservative filters (only store confirmed facts) and iterate based on your application's needs. Combine custom instructions with confidence thresholds for the most reliable memory ingestion pipeline.
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Expire Short-Term Data" icon="timer" href="/cookbooks/essentials/memory-expiration-short-and-long-term">
|
||||
Automatically clean up session context before it clutters retrieval.
|
||||
</Card>
|
||||
<Card title="Choose Your Memory Architecture" icon="sitemap" href="/cookbooks/essentials/choosing-memory-architecture-vector-vs-graph">
|
||||
Learn when to layer graph memory alongside vectors for multi-hop queries.
|
||||
</Card>
|
||||
</CardGroup>
|
||||
<Card title="Build a Mem0 Companion" icon="users" href="/cookbooks/essentials/building-ai-companion">
|
||||
Learn core memory patterns including temporary vs permanent data handling.
|
||||
</Card>
|
||||
|
||||
@@ -17,7 +17,7 @@ from mem0 import MemoryClient
|
||||
client = MemoryClient(api_key="m0-...")
|
||||
```
|
||||
|
||||
Grab an API key from the <Link href="https://app.mem0.ai/">Mem0 dashboard</Link> to get started.
|
||||
Grab an API key from the <a href="https://app.mem0.ai/" rel="nofollow">Mem0 dashboard</a> to get started.
|
||||
|
||||
## Store and Retrieve Scoped Memories
|
||||
|
||||
|
||||
@@ -20,7 +20,7 @@ client = MemoryClient(api_key="your-api-key")
|
||||
```
|
||||
|
||||
<Note>
|
||||
Your API key needs export permissions to download memory data. Check your project settings on the [dashboard](https://app.mem0.ai) if export operations fail with authentication errors.
|
||||
Your API key needs export permissions to download memory data. Check your project settings on the <a href="https://app.mem0.ai" rel="nofollow">dashboard</a> if export operations fail with authentication errors.
|
||||
</Note>
|
||||
|
||||
Let's add some sample memories to work with:
|
||||
@@ -280,8 +280,8 @@ This covers data portability, GDPR compliance, system migrations, and manual rev
|
||||
Use **`get_all()`** for bulk retrieval, **`search()`** for specific questions, and **`create_memory_export()`** for structured data exports with custom schemas. Remember exports expire after 7 days—download them locally for long-term archives.
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Expire Short-Term Data" icon="timer" href="/cookbooks/essentials/memory-expiration-short-and-long-term">
|
||||
Keep exports lean by clearing session context before you archive it.
|
||||
<Card title="Build a Mem0 Companion" icon="users" href="/cookbooks/essentials/building-ai-companion">
|
||||
Learn core memory patterns including temporary vs permanent data handling.
|
||||
</Card>
|
||||
<Card title="Control Memory Ingestion" icon="filter" href="/cookbooks/essentials/controlling-memory-ingestion">
|
||||
Ensure only verified insights make it into your export pipeline.
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user