Compare commits
1
Commits
| Author | SHA1 | Date | |
|---|---|---|---|
|
|
e0fb194c76 |
@@ -1,20 +0,0 @@
|
||||
{
|
||||
"name": "mem0-plugins",
|
||||
"interface": {
|
||||
"displayName": "Mem0 Plugins"
|
||||
},
|
||||
"plugins": [
|
||||
{
|
||||
"name": "mem0",
|
||||
"source": {
|
||||
"source": "local",
|
||||
"path": "./mem0-plugin"
|
||||
},
|
||||
"policy": {
|
||||
"installation": "AVAILABLE",
|
||||
"authentication": "ON_INSTALL"
|
||||
},
|
||||
"category": "Productivity"
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -7,7 +7,6 @@ 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
|
||||
@@ -39,7 +38,7 @@ jobs:
|
||||
# packages_dir: dist/
|
||||
|
||||
- name: Publish distribution 📦 to PyPI
|
||||
if: startsWith(github.ref, 'refs/tags/v')
|
||||
if: startsWith(github.ref, 'refs/tags')
|
||||
uses: pypa/gh-action-pypi-publish@release/v1
|
||||
with:
|
||||
packages_dir: dist/
|
||||
|
||||
@@ -1,46 +0,0 @@
|
||||
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
|
||||
@@ -1,34 +0,0 @@
|
||||
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/
|
||||
@@ -1,46 +0,0 @@
|
||||
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
|
||||
@@ -1,46 +0,0 @@
|
||||
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 "$PREID"
|
||||
else
|
||||
npx npm@latest publish --provenance --access public
|
||||
fi
|
||||
@@ -1,46 +0,0 @@
|
||||
name: Publish @mem0/vercel-ai-provider 📦 to npm
|
||||
|
||||
on:
|
||||
release:
|
||||
types: [published]
|
||||
|
||||
jobs:
|
||||
build-n-publish:
|
||||
name: Build and publish @mem0/vercel-ai-provider 📦 to npm
|
||||
if: startsWith(github.event.release.tag_name, 'vercel-ai-v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
defaults:
|
||||
run:
|
||||
working-directory: vercel-ai-sdk
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
|
||||
uses: pnpm/action-setup@v4
|
||||
with:
|
||||
version: 10
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: '22'
|
||||
registry-url: 'https://registry.npmjs.org'
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: vercel-ai-sdk/pnpm-lock.yaml
|
||||
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Build
|
||||
run: pnpm run build
|
||||
|
||||
- name: Publish to npm
|
||||
run: |
|
||||
if [ "${{ 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
|
||||
@@ -1,580 +0,0 @@
|
||||
# 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 |
|
||||
|
||||
### 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 |
|
||||
|
||||
## 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
|
||||
|
||||
### 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/`.
|
||||
@@ -61,31 +61,3 @@ 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_instructions="Custom prompt...",
|
||||
custom_fact_extraction_prompt="Custom prompt...",
|
||||
custom_update_memory_prompt="Custom prompt..."
|
||||
)
|
||||
```
|
||||
@@ -684,7 +684,7 @@ Conversation: {messages}
|
||||
"""
|
||||
|
||||
config = MemoryConfig(
|
||||
custom_instructions=custom_extraction_prompt
|
||||
custom_fact_extraction_prompt=custom_extraction_prompt
|
||||
)
|
||||
memory = Memory(config)
|
||||
```
|
||||
|
||||
@@ -41,30 +41,16 @@
|
||||
<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>
|
||||
|
||||
## New Memory Algorithm (April 2026)
|
||||
> **🎉 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)
|
||||
|
||||
| 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
|
||||
## 🔥 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
|
||||
- [Read the full paper](https://mem0.ai/research)
|
||||
|
||||
# Introduction
|
||||
@@ -102,13 +88,6 @@ 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
|
||||
@@ -130,9 +109,7 @@ See the [CLI documentation](https://docs.mem0.ai/platform/cli) for the full comm
|
||||
|
||||
### Basic Usage
|
||||
|
||||
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.
|
||||
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).
|
||||
|
||||
First step is to instantiate the memory:
|
||||
|
||||
@@ -145,13 +122,13 @@ memory = Memory()
|
||||
|
||||
def chat_with_memories(message: str, user_id: str = "default_user") -> str:
|
||||
# Retrieve relevant memories
|
||||
relevant_memories = memory.search(query=message, filters={"user_id": user_id}, top_k=3)
|
||||
relevant_memories = memory.search(query=message, user_id=user_id, limit=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-5-mini", messages=messages)
|
||||
response = openai_client.chat.completions.create(model="gpt-4.1-nano-2025-04-14", messages=messages)
|
||||
assistant_response = response.choices[0].message.content
|
||||
|
||||
# Create new memories from the conversation
|
||||
|
||||
+15
-175
@@ -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 `--json`/`--agent` global flags and `help --json` specifically for machine consumption)
|
||||
- AI agents that need persistent memory (the CLI is designed with `--output json` and `help --json` specifically for machine consumption)
|
||||
- DevOps/CI pipelines that need to manage memories programmatically
|
||||
|
||||
### Project Structure
|
||||
@@ -79,7 +79,6 @@ 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)
|
||||
@@ -89,7 +88,6 @@ 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
|
||||
@@ -100,7 +98,6 @@ 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
|
||||
```
|
||||
|
||||
@@ -158,15 +155,9 @@ 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).
|
||||
@@ -184,7 +175,6 @@ 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
|
||||
```
|
||||
@@ -710,114 +700,7 @@ mem0 entity delete --user-id alice --dry-run
|
||||
|
||||
---
|
||||
|
||||
### 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`
|
||||
### 3.14 `status`
|
||||
|
||||
Check connectivity and authentication.
|
||||
|
||||
@@ -838,19 +721,20 @@ Check connectivity and authentication.
|
||||
| `--api-key` | string | - | Connection | Override API key. |
|
||||
| `--base-url` | string | - | Connection | Override API base URL. |
|
||||
|
||||
**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.
|
||||
**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.
|
||||
|
||||
**JSON output:**
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "status",
|
||||
"duration_ms": 112,
|
||||
"data": {
|
||||
"connected": true,
|
||||
"backend": "platform",
|
||||
"base_url": "https://api.mem0.ai"
|
||||
}
|
||||
"base_url": "https://api.mem0.ai",
|
||||
"latency_ms": 245
|
||||
},
|
||||
"duration_ms": 245
|
||||
}
|
||||
```
|
||||
|
||||
@@ -862,7 +746,7 @@ mem0 status -o json
|
||||
|
||||
---
|
||||
|
||||
### 3.17 `help`
|
||||
### 3.15 `help`
|
||||
|
||||
Show help. Use `--json` for machine-readable output (for LLM agents).
|
||||
|
||||
@@ -922,9 +806,6 @@ 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`)
|
||||
|
||||
@@ -1227,8 +1108,6 @@ 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 |
|
||||
@@ -1243,16 +1122,12 @@ All commands also support `agent` mode via the global `--json`/`--agent` flag, w
|
||||
| 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
|
||||
### 7.2 JSON Envelope Format (`formatJsonEnvelope`)
|
||||
|
||||
There are two related envelope formats:
|
||||
|
||||
**`formatJsonEnvelope`** — used by `config show`, `status`, and `import` for `--output json`:
|
||||
Used by `config show`, `status`, and `import` for structured JSON output:
|
||||
|
||||
```json
|
||||
{
|
||||
@@ -1266,39 +1141,14 @@ There are two related envelope formats:
|
||||
}
|
||||
```
|
||||
|
||||
**`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`: `"success"` or `"error"`.
|
||||
- `command`: The command name.
|
||||
- `status`: Always `"success"` (errors go to stderr before exit).
|
||||
- `command`: The command name (e.g. `"status"`, `"config show"`, `"import"`).
|
||||
- `duration_ms`: Optional, elapsed time in milliseconds.
|
||||
- `scope`: Optional, active entity scope (omitted if empty).
|
||||
- `scope`: Optional, active entity scope.
|
||||
- `count`: Optional, result count.
|
||||
- `error`: Only present when `status` is `"error"`.
|
||||
- `data`: The primary payload (sanitized in agent mode).
|
||||
- `error`: Optional, error message string.
|
||||
- `data`: The primary payload.
|
||||
|
||||
### 7.3 Text Output
|
||||
|
||||
@@ -1369,16 +1219,6 @@ 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.
|
||||
|
||||
+6
-38
@@ -2,8 +2,6 @@
|
||||
|
||||
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
|
||||
@@ -57,45 +55,12 @@ 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 entity` | List or delete entities (users, agents, apps, runs) |
|
||||
| `mem0 event` | Inspect background processing events (bulk deletes, large add jobs) |
|
||||
| `mem0 entities` | List or delete entities (users, agents, apps) |
|
||||
| `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`:
|
||||
@@ -103,10 +68,13 @@ 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) |
|
||||
| `json` | Structured JSON for piping to `jq` or agent consumption |
|
||||
| `table` | Tabular format (default for `list`) |
|
||||
| `quiet` | Minimal — just IDs or status codes |
|
||||
| `agent` | Structured JSON envelope with sanitized fields (set by `--agent`/`--json`) |
|
||||
|
||||
```bash
|
||||
mem0 search "preferences" --user-id alice --output json | jq '.data.results[].memory'
|
||||
```
|
||||
|
||||
## Environment variables
|
||||
|
||||
|
||||
+1
-2
@@ -515,8 +515,7 @@
|
||||
{ "name": "api-key", "flags": ["--api-key"], "type": "string", "default": null, "help": "API key (skip prompt)." },
|
||||
{ "name": "user-id", "flags": ["-u", "--user-id"], "type": "string", "default": null, "help": "Default user ID (skip prompt)." },
|
||||
{ "name": "email", "flags": ["--email"], "type": "string", "default": null, "help": "Login via email verification code." },
|
||||
{ "name": "code", "flags": ["--code"], "type": "string", "default": null, "help": "Verification code (use with --email for non-interactive login)." },
|
||||
{ "name": "force", "flags": ["--force"], "type": "boolean", "default": false, "help": "Overwrite existing config without confirmation." }
|
||||
{ "name": "code", "flags": ["--code"], "type": "string", "default": null, "help": "Verification code (use with --email for non-interactive login)." }
|
||||
]
|
||||
},
|
||||
{
|
||||
|
||||
+37
-299
@@ -2,12 +2,10 @@
|
||||
|
||||
The official command-line interface for [mem0](https://mem0.ai) — the memory layer for AI agents. TypeScript implementation.
|
||||
|
||||
> **Built for AI agents.** Pass `--agent` (or `--json`) as a global flag on any command to get structured JSON output optimized for programmatic consumption — sanitized fields, no colors or spinners, and errors as JSON too.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
- Node.js **18+**
|
||||
- pnpm (`npm install -g pnpm`) — for development only
|
||||
- pnpm (`npm install -g pnpm`)
|
||||
|
||||
## Installation
|
||||
|
||||
@@ -15,307 +13,22 @@ The official command-line interface for [mem0](https://mem0.ai) — the memory l
|
||||
npm install -g @mem0/cli
|
||||
```
|
||||
|
||||
## Quick start
|
||||
Or from source:
|
||||
|
||||
```bash
|
||||
# Interactive setup wizard
|
||||
mem0 init
|
||||
cd node
|
||||
pnpm install
|
||||
pnpm build
|
||||
pnpm link --global
|
||||
|
||||
# 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>
|
||||
# Now use it like a normal CLI
|
||||
mem0 --help
|
||||
```
|
||||
|
||||
## Commands
|
||||
|
||||
### `mem0 init`
|
||||
|
||||
Interactive setup wizard. Prompts for your API key and default user ID.
|
||||
## Running during development
|
||||
|
||||
```bash
|
||||
mem0 init
|
||||
mem0 init --api-key m0-xxx --user-id alice
|
||||
mem0 init --email alice@company.com
|
||||
```
|
||||
|
||||
If an existing configuration is detected, the CLI asks for confirmation before overwriting. Use `--force` to skip the prompt (useful in CI/CD).
|
||||
|
||||
```bash
|
||||
mem0 init --api-key m0-xxx --user-id alice --force
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--api-key` | API key (skip prompt) |
|
||||
| `-u, --user-id` | Default user ID (skip prompt) |
|
||||
| `--email` | Login via email verification code |
|
||||
| `--code` | Verification code (use with `--email` for non-interactive login) |
|
||||
| `--force` | Overwrite existing config without confirmation |
|
||||
|
||||
### `mem0 add`
|
||||
|
||||
Add a memory from text, a JSON messages array, a file, or stdin.
|
||||
|
||||
```bash
|
||||
mem0 add "I prefer dark mode" --user-id alice
|
||||
mem0 add --file conversation.json --user-id alice
|
||||
echo "Loves hiking on weekends" | mem0 add --user-id alice
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Scope to a user |
|
||||
| `--agent-id` | Scope to an agent |
|
||||
| `--messages` | Conversation messages as JSON |
|
||||
| `-f, --file` | Read messages from a JSON file |
|
||||
| `-m, --metadata` | Custom metadata as JSON |
|
||||
| `--categories` | Categories (JSON array or comma-separated) |
|
||||
| `--graph / --no-graph` | Enable or disable graph memory extraction |
|
||||
| `-o, --output` | Output format: `text`, `json`, `quiet` |
|
||||
|
||||
### `mem0 search`
|
||||
|
||||
Search memories using natural language.
|
||||
|
||||
```bash
|
||||
mem0 search "dietary restrictions" --user-id alice
|
||||
mem0 search "preferred tools" --user-id alice --output json --top-k 5
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Filter by user |
|
||||
| `-k, --top-k` | Number of results (default: 10) |
|
||||
| `--threshold` | Minimum similarity score (default: 0.3) |
|
||||
| `--rerank` | Enable reranking |
|
||||
| `--keyword` | Use keyword search instead of semantic |
|
||||
| `--filter` | Advanced filter expression (JSON) |
|
||||
| `--graph / --no-graph` | Enable or disable graph in search |
|
||||
| `-o, --output` | Output format: `text`, `json`, `table` |
|
||||
|
||||
### `mem0 list`
|
||||
|
||||
List memories with optional filters and pagination.
|
||||
|
||||
```bash
|
||||
mem0 list --user-id alice
|
||||
mem0 list --user-id alice --category preferences --output json
|
||||
mem0 list --user-id alice --after 2024-01-01 --page-size 50
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-u, --user-id` | Filter by user |
|
||||
| `--page` | Page number (default: 1) |
|
||||
| `--page-size` | Results per page (default: 100) |
|
||||
| `--category` | Filter by category |
|
||||
| `--after` | Created after date (YYYY-MM-DD) |
|
||||
| `--before` | Created before date (YYYY-MM-DD) |
|
||||
| `-o, --output` | Output format: `text`, `json`, `table` |
|
||||
|
||||
### `mem0 get`
|
||||
|
||||
Retrieve a specific memory by ID.
|
||||
|
||||
```bash
|
||||
mem0 get 7b3c1a2e-4d5f-6789-abcd-ef0123456789
|
||||
mem0 get 7b3c1a2e-4d5f-6789-abcd-ef0123456789 --output json
|
||||
```
|
||||
|
||||
### `mem0 update`
|
||||
|
||||
Update the text or metadata of an existing memory.
|
||||
|
||||
```bash
|
||||
mem0 update <memory-id> "Updated preference text"
|
||||
mem0 update <memory-id> --metadata '{"priority": "high"}'
|
||||
echo "new text" | mem0 update <memory-id>
|
||||
```
|
||||
|
||||
### `mem0 delete`
|
||||
|
||||
Delete a single memory, all memories for a scope, or an entire entity.
|
||||
|
||||
```bash
|
||||
# Delete a single memory
|
||||
mem0 delete <memory-id>
|
||||
|
||||
# Delete all memories for a user
|
||||
mem0 delete --all --user-id alice --force
|
||||
|
||||
# Delete all memories project-wide
|
||||
mem0 delete --all --project --force
|
||||
|
||||
# Preview what would be deleted
|
||||
mem0 delete --all --user-id alice --dry-run
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--all` | Delete all memories matching scope filters |
|
||||
| `--entity` | Delete the entity and all its memories |
|
||||
| `--project` | With `--all`: delete all memories project-wide |
|
||||
| `--dry-run` | Preview without deleting |
|
||||
| `--force` | Skip confirmation prompt |
|
||||
|
||||
### `mem0 import`
|
||||
|
||||
Bulk import memories from a JSON file.
|
||||
|
||||
```bash
|
||||
mem0 import data.json --user-id alice
|
||||
```
|
||||
|
||||
The file should be a JSON array where each item has a `memory` (or `text` or `content`) field and optional `user_id`, `agent_id`, and `metadata` fields.
|
||||
|
||||
### `mem0 config`
|
||||
|
||||
View or modify the local CLI configuration.
|
||||
|
||||
```bash
|
||||
mem0 config show # Display current config (secrets redacted)
|
||||
mem0 config get api_key # Get a specific value
|
||||
mem0 config set user_id bob # Set a value
|
||||
```
|
||||
|
||||
### `mem0 entity`
|
||||
|
||||
List or delete entities (users, agents, apps, runs).
|
||||
|
||||
```bash
|
||||
mem0 entity list users
|
||||
mem0 entity list agents --output json
|
||||
mem0 entity delete --user-id alice --force
|
||||
```
|
||||
|
||||
### `mem0 event`
|
||||
|
||||
Inspect background processing events created by async operations (e.g. bulk deletes, large add jobs).
|
||||
|
||||
```bash
|
||||
# List recent events
|
||||
mem0 event list
|
||||
|
||||
# Check the status of a specific event
|
||||
mem0 event status <event-id>
|
||||
```
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `-o, --output` | Output format: `text`, `json` |
|
||||
|
||||
### `mem0 status`
|
||||
|
||||
Verify your API connection and display the current project.
|
||||
|
||||
```bash
|
||||
mem0 status
|
||||
```
|
||||
|
||||
### `mem0 version`
|
||||
|
||||
Print the CLI version.
|
||||
|
||||
```bash
|
||||
mem0 version
|
||||
```
|
||||
|
||||
## Agent mode
|
||||
|
||||
Pass `--agent` (or its alias `--json`) as a **global flag** on any command to get output designed for AI agent tool loops:
|
||||
|
||||
```bash
|
||||
mem0 --agent search "user preferences" --user-id alice
|
||||
mem0 --agent add "User prefers dark mode" --user-id alice
|
||||
mem0 --agent list --user-id alice
|
||||
mem0 --agent delete --all --user-id alice --force
|
||||
```
|
||||
|
||||
Every command returns the same envelope shape:
|
||||
|
||||
```json
|
||||
{
|
||||
"status": "success",
|
||||
"command": "search",
|
||||
"duration_ms": 134,
|
||||
"scope": { "user_id": "alice" },
|
||||
"count": 2,
|
||||
"data": [
|
||||
{ "id": "abc-123", "memory": "User prefers dark mode", "score": 0.97, "created_at": "2026-01-15", "categories": ["preferences"] }
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
What agent mode does differently from `--output json`:
|
||||
|
||||
- **Sanitized `data`**: only the fields an agent needs (id, memory, score, etc.) — no internal API noise
|
||||
- **No human output**: spinners, colors, and banners are suppressed entirely
|
||||
- **Errors as JSON**: errors go to stdout as `{"status": "error", "command": "...", "error": "..."}` with a non-zero exit code
|
||||
|
||||
Use `mem0 help --json` to get the full command tree as JSON — useful for agents that need to self-discover available commands.
|
||||
|
||||
## Output formats
|
||||
|
||||
Control how results are displayed with `--output`:
|
||||
|
||||
| Format | Description |
|
||||
|--------|-------------|
|
||||
| `text` | Human-readable with colors and formatting (default) |
|
||||
| `json` | Structured JSON for piping to `jq` (raw API response) |
|
||||
| `table` | Tabular format (default for `list`) |
|
||||
| `quiet` | Minimal — just IDs or status codes |
|
||||
| `agent` | Structured JSON envelope with sanitized fields (set by `--agent`/`--json`) |
|
||||
|
||||
## Global flags
|
||||
|
||||
These flags are available on all commands:
|
||||
|
||||
| Flag | Description |
|
||||
|------|-------------|
|
||||
| `--json` | Enable agent mode: structured JSON envelope output, no colors or spinners |
|
||||
| `--agent` | Alias for `--json` |
|
||||
| `--api-key` | Override the configured API key for this request |
|
||||
| `--base-url` | Override the configured API base URL for this request |
|
||||
| `-o, --output` | Set the output format |
|
||||
|
||||
## Environment variables
|
||||
|
||||
| Variable | Description |
|
||||
|----------|-------------|
|
||||
| `MEM0_API_KEY` | API key (overrides config file) |
|
||||
| `MEM0_BASE_URL` | API base URL |
|
||||
| `MEM0_USER_ID` | Default user ID |
|
||||
| `MEM0_AGENT_ID` | Default agent ID |
|
||||
| `MEM0_APP_ID` | Default app ID |
|
||||
| `MEM0_RUN_ID` | Default run ID |
|
||||
| `MEM0_ENABLE_GRAPH` | Enable graph memory (`true` / `false`) |
|
||||
|
||||
Environment variables take precedence over values in the config file, which take precedence over defaults.
|
||||
|
||||
## Development
|
||||
|
||||
```bash
|
||||
cd cli/node
|
||||
cd node
|
||||
pnpm install
|
||||
|
||||
# Development mode (runs TypeScript directly, no build needed)
|
||||
@@ -326,11 +39,36 @@ 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
|
||||
```
|
||||
|
||||
## Documentation
|
||||
## Quick Start
|
||||
|
||||
Full documentation is available at [docs.mem0.ai/platform/cli](https://docs.mem0.ai/platform/cli).
|
||||
```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) |
|
||||
|
||||
## License
|
||||
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@mem0/cli",
|
||||
"version": "0.2.3",
|
||||
"version": "0.1.0",
|
||||
"description": "The official CLI for mem0 — the memory layer for AI agents",
|
||||
"type": "module",
|
||||
"bin": {
|
||||
@@ -20,11 +20,6 @@
|
||||
},
|
||||
"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"
|
||||
|
||||
@@ -89,17 +89,11 @@ 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 {
|
||||
|
||||
@@ -3,8 +3,6 @@
|
||||
*/
|
||||
|
||||
import type { PlatformConfig } from "../config.js";
|
||||
import { isAgentMode } from "../state.js";
|
||||
import { CLI_VERSION } from "../version.js";
|
||||
import {
|
||||
APIError,
|
||||
type AddOptions,
|
||||
@@ -26,9 +24,6 @@ export class PlatformBackend implements Backend {
|
||||
this.headers = {
|
||||
Authorization: `Token ${config.apiKey}`,
|
||||
"Content-Type": "application/json",
|
||||
"X-Mem0-Source": "cli",
|
||||
"X-Mem0-Client-Language": "node",
|
||||
"X-Mem0-Client-Version": CLI_VERSION,
|
||||
};
|
||||
}
|
||||
|
||||
@@ -43,14 +38,9 @@ export class PlatformBackend implements Backend {
|
||||
url += `?${qs}`;
|
||||
}
|
||||
|
||||
const headers = {
|
||||
...this.headers,
|
||||
"X-Mem0-Caller-Type": isAgentMode() ? "agent" : "user",
|
||||
};
|
||||
|
||||
const fetchOpts: RequestInit = {
|
||||
method,
|
||||
headers,
|
||||
headers: this.headers,
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
};
|
||||
if (opts?.json) {
|
||||
@@ -116,7 +106,6 @@ 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,
|
||||
@@ -177,7 +166,6 @@ 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,
|
||||
@@ -188,9 +176,10 @@ export class PlatformBackend implements Backend {
|
||||
}
|
||||
|
||||
async get(memoryId: string): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", `/v1/memories/${memoryId}/`, {
|
||||
params: { source: "CLI" },
|
||||
})) as Record<string, unknown>;
|
||||
return (await this._request("GET", `/v1/memories/${memoryId}/`)) as Record<
|
||||
string,
|
||||
unknown
|
||||
>;
|
||||
}
|
||||
|
||||
async listMemories(
|
||||
@@ -228,7 +217,6 @@ 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,
|
||||
@@ -247,7 +235,6 @@ 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/${memoryId}/`, {
|
||||
json: payload,
|
||||
})) as Record<string, unknown>;
|
||||
@@ -258,7 +245,7 @@ export class PlatformBackend implements Backend {
|
||||
opts: DeleteOptions = {},
|
||||
): Promise<Record<string, unknown>> {
|
||||
if (opts.all) {
|
||||
const params: Record<string, string> = { source: "CLI" };
|
||||
const params: Record<string, string> = {};
|
||||
if (opts.userId) params.user_id = opts.userId;
|
||||
if (opts.agentId) params.agent_id = opts.agentId;
|
||||
if (opts.appId) params.app_id = opts.appId;
|
||||
@@ -268,46 +255,50 @@ export class PlatformBackend implements Backend {
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
if (memoryId) {
|
||||
return (await this._request("DELETE", `/v1/memories/${memoryId}/`, {
|
||||
params: { source: "CLI" },
|
||||
})) as Record<string, unknown>;
|
||||
return (await this._request(
|
||||
"DELETE",
|
||||
`/v1/memories/${memoryId}/`,
|
||||
)) as Record<string, unknown>;
|
||||
}
|
||||
throw new Error("Either memoryId or --all is required");
|
||||
}
|
||||
|
||||
async deleteEntities(opts: EntityIds): Promise<Record<string, unknown>> {
|
||||
// v2 endpoint: DELETE /v2/entities/{entity_type}/{entity_id}/
|
||||
const typeMap: [string, string | undefined][] = [
|
||||
["user", opts.userId],
|
||||
["agent", opts.agentId],
|
||||
["app", opts.appId],
|
||||
["run", opts.runId],
|
||||
];
|
||||
const entities = typeMap.filter(([, v]) => v) as [string, string][];
|
||||
if (entities.length === 0) {
|
||||
const params: Record<string, string> = {};
|
||||
if (opts.userId) params.user_id = opts.userId;
|
||||
if (opts.agentId) params.agent_id = opts.agentId;
|
||||
if (opts.appId) params.app_id = opts.appId;
|
||||
if (opts.runId) params.run_id = opts.runId;
|
||||
if (Object.keys(params).length === 0) {
|
||||
throw new Error("At least one entity ID is required for deleteEntities.");
|
||||
}
|
||||
// Delete each provided entity via the v2 path-based endpoint
|
||||
let result: Record<string, unknown> = {};
|
||||
for (const [entityType, entityId] of entities) {
|
||||
result = (await this._request(
|
||||
"DELETE",
|
||||
`/v2/entities/${entityType}/${entityId}/`,
|
||||
{ params: { source: "CLI" } },
|
||||
)) as Record<string, unknown>;
|
||||
}
|
||||
return result;
|
||||
}
|
||||
|
||||
async ping(): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", "/v1/ping/")) as Record<string, unknown>;
|
||||
return (await this._request("DELETE", "/v1/entities/", {
|
||||
params,
|
||||
})) as Record<string, unknown>;
|
||||
}
|
||||
|
||||
async status(
|
||||
opts: { userId?: string; agentId?: string } = {},
|
||||
): Promise<Record<string, unknown>> {
|
||||
try {
|
||||
await this.ping();
|
||||
if (opts.userId || opts.agentId) {
|
||||
const payload: Record<string, unknown> = {};
|
||||
const statusParams: Record<string, string> = {
|
||||
page: "1",
|
||||
page_size: "1",
|
||||
};
|
||||
const apiFilters = this._buildFilters({
|
||||
userId: opts.userId,
|
||||
agentId: opts.agentId,
|
||||
});
|
||||
if (apiFilters) payload.filters = apiFilters;
|
||||
await this._request("POST", "/v2/memories/", {
|
||||
json: payload,
|
||||
params: statusParams,
|
||||
});
|
||||
} else {
|
||||
await this._request("GET", "/v1/entities/");
|
||||
}
|
||||
return { connected: true, backend: "platform", base_url: this.baseUrl };
|
||||
} catch (e) {
|
||||
return {
|
||||
@@ -344,20 +335,4 @@ export class PlatformBackend implements Backend {
|
||||
}
|
||||
return items;
|
||||
}
|
||||
|
||||
async listEvents(): Promise<Record<string, unknown>[]> {
|
||||
const result = (await this._request("GET", "/v1/events/")) as unknown;
|
||||
if (Array.isArray(result)) return result;
|
||||
return ((result as Record<string, unknown>).results ?? []) as Record<
|
||||
string,
|
||||
unknown
|
||||
>[];
|
||||
}
|
||||
|
||||
async getEvent(eventId: string): Promise<Record<string, unknown>> {
|
||||
return (await this._request("GET", `/v1/event/${eventId}/`)) as Record<
|
||||
string,
|
||||
unknown
|
||||
>;
|
||||
}
|
||||
}
|
||||
|
||||
@@ -4,7 +4,6 @@
|
||||
|
||||
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 = `
|
||||
@@ -43,7 +42,6 @@ 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 = ` ${TAGLINE}`;
|
||||
@@ -77,29 +75,13 @@ export function printBanner(): void {
|
||||
}
|
||||
|
||||
export function printSuccess(message: string): void {
|
||||
if (isAgentMode()) return;
|
||||
console.log(`${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}`);
|
||||
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)}`);
|
||||
if (hint) {
|
||||
console.error(` ${dim(hint)}`);
|
||||
}
|
||||
}
|
||||
|
||||
@@ -108,16 +90,15 @@ export function printWarning(message: string): void {
|
||||
}
|
||||
|
||||
export function printInfo(message: string): void {
|
||||
if (isAgentMode()) return;
|
||||
console.error(`${brand(sym("◆", "*"))} ${message}`);
|
||||
}
|
||||
|
||||
export function printScope(ids: Record<string, string | undefined>): void {
|
||||
if (isAgentMode()) return;
|
||||
const parts: string[] = [];
|
||||
for (const [key, val] of Object.entries(ids)) {
|
||||
if (val) {
|
||||
parts.push(`${key}=${val}`);
|
||||
const label = key.replace(/_/g, " ").replace("id", "ID").trim();
|
||||
parts.push(`${label}=${val}`);
|
||||
}
|
||||
}
|
||||
if (parts.length > 0) {
|
||||
@@ -138,14 +119,10 @@ export async function timedStatus<T>(
|
||||
message: string,
|
||||
fn: (ctx: TimedStatusContext) => Promise<T>,
|
||||
): Promise<T> {
|
||||
if (isAgentMode()) {
|
||||
const ctx: TimedStatusContext = { successMsg: "", errorMsg: "" };
|
||||
return fn(ctx);
|
||||
}
|
||||
const ctx: TimedStatusContext = { successMsg: "", errorMsg: "" };
|
||||
const spinner = ora({
|
||||
text: dim(message),
|
||||
color: "yellow",
|
||||
color: "magenta",
|
||||
stream: process.stderr,
|
||||
}).start();
|
||||
const start = performance.now();
|
||||
@@ -162,7 +139,7 @@ export async function timedStatus<T>(
|
||||
const elapsed = ((performance.now() - start) / 1000).toFixed(2);
|
||||
spinner.stop();
|
||||
if (ctx.errorMsg) {
|
||||
printError(`${ctx.errorMsg} (${elapsed}s)`);
|
||||
console.error(`${error("✗ Error:")} ${ctx.errorMsg} (${elapsed}s)`);
|
||||
}
|
||||
throw err;
|
||||
}
|
||||
|
||||
@@ -11,17 +11,15 @@ import {
|
||||
saveConfig,
|
||||
setNestedValue,
|
||||
} from "../config.js";
|
||||
import { formatAgentEnvelope, formatJsonEnvelope } from "../output.js";
|
||||
import { isAgentMode, setCurrentCommand } from "../state.js";
|
||||
import { formatJsonEnvelope } from "../output.js";
|
||||
|
||||
const { brand, accent, dim } = colors;
|
||||
|
||||
export function cmdConfigShow(opts: { output?: string } = {}): void {
|
||||
setCurrentCommand("config show");
|
||||
const config = loadConfig();
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
if (opts.output === "json") {
|
||||
formatJsonEnvelope({
|
||||
command: "config show",
|
||||
data: {
|
||||
defaults: {
|
||||
@@ -68,7 +66,6 @@ export function cmdConfigShow(opts: { output?: string } = {}): void {
|
||||
}
|
||||
|
||||
export function cmdConfigGet(key: string): void {
|
||||
setCurrentCommand("config get");
|
||||
const config = loadConfig();
|
||||
const value = getNestedValue(config, key);
|
||||
|
||||
@@ -76,35 +73,20 @@ export function cmdConfigGet(key: string): void {
|
||||
printError(`Unknown config key: ${key}`);
|
||||
} else {
|
||||
// Redact secrets
|
||||
const displayValue =
|
||||
key.includes("api_key") || key.split(".").pop() === "key"
|
||||
? redactKey(String(value))
|
||||
: String(value);
|
||||
if (isAgentMode()) {
|
||||
formatAgentEnvelope({
|
||||
command: "config get",
|
||||
data: { key, value: displayValue },
|
||||
});
|
||||
if (key.includes("api_key") || key.split(".").pop() === "key") {
|
||||
console.log(redactKey(String(value)));
|
||||
} else {
|
||||
console.log(displayValue);
|
||||
console.log(String(value));
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export function cmdConfigSet(key: string, value: string): void {
|
||||
setCurrentCommand("config set");
|
||||
const config = loadConfig();
|
||||
if (setNestedValue(config, key, value)) {
|
||||
saveConfig(config);
|
||||
const display = key.includes("key") ? redactKey(value) : value;
|
||||
if (isAgentMode()) {
|
||||
formatAgentEnvelope({
|
||||
command: "config set",
|
||||
data: { key, value: display },
|
||||
});
|
||||
} else {
|
||||
printSuccess(`${key} = ${display}`);
|
||||
}
|
||||
printSuccess(`${key} = ${display}`);
|
||||
} else {
|
||||
printError(`Unknown config key: ${key}`);
|
||||
}
|
||||
|
||||
@@ -12,8 +12,7 @@ import {
|
||||
printSuccess,
|
||||
timedStatus,
|
||||
} from "../branding.js";
|
||||
import { formatAgentEnvelope, formatJson } from "../output.js";
|
||||
import { setCurrentCommand } from "../state.js";
|
||||
import { formatJson } from "../output.js";
|
||||
|
||||
const { brand, accent, dim } = colors;
|
||||
|
||||
@@ -24,7 +23,6 @@ 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: ${[...VALID_TYPES].join(", ")}`,
|
||||
@@ -47,13 +45,8 @@ export async function cmdEntitiesList(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
command: "entity list",
|
||||
data: results,
|
||||
count: results.length,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
if (opts.output === "json") {
|
||||
formatJson(results);
|
||||
return;
|
||||
}
|
||||
|
||||
@@ -93,12 +86,6 @@ export async function cmdEntitiesDelete(
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("entity delete");
|
||||
const { isAgentMode } = await import("../state.js");
|
||||
if (isAgentMode() && !opts.force) {
|
||||
printError("Destructive operation requires --force in agent mode.");
|
||||
process.exit(1);
|
||||
}
|
||||
if (!opts.userId && !opts.agentId && !opts.appId && !opts.runId) {
|
||||
printError(
|
||||
"Provide at least one of --user-id, --agent-id, --app-id, --run-id.",
|
||||
@@ -106,20 +93,27 @@ export async function cmdEntitiesDelete(
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${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) {
|
||||
printInfo(`Would delete entity ${scope} and all its memories.`);
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${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 ${scopeParts.join(", ")} and all its memories.`,
|
||||
);
|
||||
printInfo("No changes made.");
|
||||
return;
|
||||
}
|
||||
|
||||
if (!opts.force) {
|
||||
const scopeParts: string[] = [];
|
||||
if (opts.userId) scopeParts.push(`user=${opts.userId}`);
|
||||
if (opts.agentId) scopeParts.push(`agent=${opts.agentId}`);
|
||||
if (opts.appId) scopeParts.push(`app=${opts.appId}`);
|
||||
if (opts.runId) scopeParts.push(`run=${opts.runId}`);
|
||||
const scope = scopeParts.join(", ");
|
||||
|
||||
const rl = readline.createInterface({
|
||||
input: process.stdin,
|
||||
output: process.stdout,
|
||||
@@ -154,13 +148,7 @@ export async function cmdEntitiesDelete(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "entity delete",
|
||||
data: { deleted: true },
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
printSuccess(`Entity deleted with all memories (${elapsed.toFixed(2)}s)`);
|
||||
|
||||
@@ -1,169 +0,0 @@
|
||||
/**
|
||||
* 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();
|
||||
}
|
||||
@@ -2,7 +2,6 @@
|
||||
* mem0 init — interactive setup wizard.
|
||||
*/
|
||||
|
||||
import fs from "node:fs";
|
||||
import readline from "node:readline";
|
||||
import { PlatformBackend } from "../backend/platform.js";
|
||||
import {
|
||||
@@ -13,12 +12,10 @@ import {
|
||||
printSuccess,
|
||||
} from "../branding.js";
|
||||
import {
|
||||
CONFIG_FILE,
|
||||
DEFAULT_BASE_URL,
|
||||
type Mem0Config,
|
||||
createDefaultConfig,
|
||||
loadConfig,
|
||||
redactKey,
|
||||
saveConfig,
|
||||
} from "../config.js";
|
||||
|
||||
@@ -41,16 +38,10 @@ 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: sourceHeaders,
|
||||
headers: { "Content-Type": "application/json" },
|
||||
body: JSON.stringify({ email }),
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
});
|
||||
@@ -91,7 +82,7 @@ async function emailLogin(
|
||||
|
||||
const verifyResp = await fetch(`${url}/api/v1/auth/email_code/verify/`, {
|
||||
method: "POST",
|
||||
headers: sourceHeaders,
|
||||
headers: { "Content-Type": "application/json" },
|
||||
body: JSON.stringify({ email, code: codeValue.trim() }),
|
||||
signal: AbortSignal.timeout(30_000),
|
||||
});
|
||||
@@ -202,10 +193,9 @@ async function setupDefaults(config: Mem0Config): Promise<void> {
|
||||
console.log();
|
||||
printInfo("Set default entity IDs (press Enter to skip).\n");
|
||||
|
||||
const _systemUser = process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
const userId = await promptLine(
|
||||
` ${brand("Default User ID")} ${dim("(recommended)")}`,
|
||||
_systemUser,
|
||||
"mem0-cli",
|
||||
);
|
||||
if (userId) config.defaults.userId = userId;
|
||||
}
|
||||
@@ -221,20 +211,10 @@ 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"}`,
|
||||
"Visit https://app.mem0.ai/dashboard/api-keys to get a new key, or run mem0 init again.",
|
||||
"Check your API key and try again.",
|
||||
);
|
||||
}
|
||||
} catch (e) {
|
||||
@@ -248,7 +228,6 @@ export async function runInit(
|
||||
userId?: string;
|
||||
email?: string;
|
||||
code?: string;
|
||||
force?: boolean;
|
||||
} = {},
|
||||
): Promise<void> {
|
||||
const config = createDefaultConfig();
|
||||
@@ -268,40 +247,6 @@ 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();
|
||||
@@ -323,9 +268,7 @@ export async function runInit(
|
||||
|
||||
config.platform.apiKey = apiKeyVal;
|
||||
config.platform.baseUrl = baseUrl;
|
||||
config.platform.userEmail = email;
|
||||
config.defaults.userId =
|
||||
opts.userId || process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
config.defaults.userId = opts.userId || "mem0-cli";
|
||||
|
||||
saveConfig(config);
|
||||
console.log();
|
||||
@@ -340,19 +283,6 @@ 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;
|
||||
@@ -363,6 +293,15 @@ 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");
|
||||
@@ -402,9 +341,7 @@ export async function runInit(
|
||||
|
||||
config.platform.apiKey = apiKeyVal;
|
||||
config.platform.baseUrl = baseUrl;
|
||||
config.platform.userEmail = email;
|
||||
config.defaults.userId =
|
||||
opts.userId || process.env.USER || process.env.USERNAME || "mem0-cli";
|
||||
config.defaults.userId = opts.userId || "mem0-cli";
|
||||
|
||||
saveConfig(config);
|
||||
console.log();
|
||||
|
||||
+27
-136
@@ -13,7 +13,6 @@ import {
|
||||
} from "../branding.js";
|
||||
import {
|
||||
formatAddResult,
|
||||
formatAgentEnvelope,
|
||||
formatJson,
|
||||
formatJsonEnvelope,
|
||||
formatMemoriesTable,
|
||||
@@ -21,18 +20,6 @@ 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,
|
||||
@@ -53,7 +40,6 @@ export async function cmdAdd(
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("add");
|
||||
let msgs: Record<string, unknown>[] | undefined;
|
||||
let content = text;
|
||||
|
||||
@@ -78,8 +64,8 @@ export async function cmdAdd(
|
||||
process.exit(1);
|
||||
}
|
||||
}
|
||||
// Read from stdin only if stdin is an actual pipe or file redirect
|
||||
else if (!content && _stdinIsPiped()) {
|
||||
// Read from stdin if piped
|
||||
else if (!content && !process.stdin.isTTY) {
|
||||
content = fs.readFileSync(0, "utf-8").trim();
|
||||
}
|
||||
|
||||
@@ -150,43 +136,8 @@ 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(dedupedResult, opts.output);
|
||||
formatAddResult(result, opts.output);
|
||||
return;
|
||||
}
|
||||
|
||||
@@ -197,18 +148,14 @@ export async function cmdAdd(
|
||||
app_id: opts.appId,
|
||||
run_id: opts.runId,
|
||||
});
|
||||
const count = deduped.length;
|
||||
const allPending = count > 0 && deduped.every((r) => r.status === "PENDING");
|
||||
if (allPending) {
|
||||
printSuccess(
|
||||
`Memory queued — ${count} event${count !== 1 ? "s" : ""} pending`,
|
||||
);
|
||||
} else {
|
||||
printSuccess(
|
||||
`Memory processed — ${count} memor${count === 1 ? "y" : "ies"} extracted`,
|
||||
);
|
||||
}
|
||||
formatAddResult(dedupedResult, opts.output);
|
||||
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);
|
||||
}
|
||||
|
||||
export async function cmdSearch(
|
||||
@@ -229,7 +176,6 @@ 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);
|
||||
@@ -285,23 +231,6 @@ 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") {
|
||||
@@ -338,7 +267,6 @@ 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 () => {
|
||||
@@ -349,11 +277,7 @@ export async function cmdGet(
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({ command: "get", data: result });
|
||||
} else {
|
||||
formatSingleMemory(result, opts.output);
|
||||
}
|
||||
formatSingleMemory(result, opts.output);
|
||||
}
|
||||
|
||||
export async function cmdList(
|
||||
@@ -372,7 +296,6 @@ export async function cmdList(
|
||||
output: string;
|
||||
},
|
||||
): Promise<void> {
|
||||
setCurrentCommand("list");
|
||||
if (opts.pageSize < 1) {
|
||||
printError("--page-size must be >= 1.");
|
||||
process.exit(1);
|
||||
@@ -407,19 +330,12 @@ export async function cmdList(
|
||||
|
||||
if (opts.output === "quiet") return;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
const scope: Record<string, string | undefined> = {
|
||||
user_id: opts.userId,
|
||||
agent_id: opts.agentId,
|
||||
app_id: opts.appId,
|
||||
run_id: opts.runId,
|
||||
};
|
||||
formatAgentEnvelope({
|
||||
if (opts.output === "json") {
|
||||
formatJsonEnvelope({
|
||||
command: "list",
|
||||
data: results,
|
||||
scope,
|
||||
count: results.length,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
scope: { user_id: opts.userId, agent_id: opts.agentId },
|
||||
});
|
||||
} else if (opts.output === "table") {
|
||||
if (results.length > 0) {
|
||||
@@ -458,7 +374,6 @@ 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 {
|
||||
@@ -481,13 +396,7 @@ export async function cmdUpdate(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "update",
|
||||
data: result,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
printSuccess(
|
||||
@@ -501,7 +410,6 @@ 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 {
|
||||
@@ -528,13 +436,7 @@ export async function cmdDelete(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "delete",
|
||||
data: { id: memoryId, deleted: true },
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
printSuccess(
|
||||
@@ -556,15 +458,16 @@ 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
|
||||
// Note: --dry-run is ignored here because the API has no count-before-delete endpoint.
|
||||
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;
|
||||
}
|
||||
|
||||
if (!opts.force) {
|
||||
const readline = await import("node:readline");
|
||||
@@ -606,13 +509,7 @@ export async function cmdDeleteAll(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "delete-all",
|
||||
data: result,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
if (result.message) {
|
||||
@@ -689,13 +586,7 @@ export async function cmdDeleteAll(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent") {
|
||||
formatAgentEnvelope({
|
||||
command: "delete-all",
|
||||
data: result,
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
} else if (opts.output === "json") {
|
||||
if (opts.output === "json") {
|
||||
formatJson(result);
|
||||
} else if (opts.output !== "quiet") {
|
||||
if (result.message) {
|
||||
|
||||
@@ -6,8 +6,7 @@ import fs from "node:fs";
|
||||
import boxen from "boxen";
|
||||
import type { Backend } from "../backend/base.js";
|
||||
import { colors, printError, printSuccess, timedStatus } from "../branding.js";
|
||||
import { formatAgentEnvelope, formatJsonEnvelope } from "../output.js";
|
||||
import { setCurrentCommand } from "../state.js";
|
||||
import { formatJsonEnvelope } from "../output.js";
|
||||
import { CLI_VERSION } from "../version.js";
|
||||
|
||||
const { brand, dim, success, error: errorColor } = colors;
|
||||
@@ -16,7 +15,6 @@ 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 {
|
||||
@@ -31,13 +29,14 @@ export async function cmdStatus(
|
||||
}
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
if (opts.output === "json") {
|
||||
formatJsonEnvelope({
|
||||
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),
|
||||
});
|
||||
@@ -57,15 +56,6 @@ 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`);
|
||||
|
||||
@@ -91,7 +81,6 @@ 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");
|
||||
@@ -136,12 +125,13 @@ export async function cmdImport(
|
||||
const elapsed = (performance.now() - start) / 1000;
|
||||
console.log(); // Clear progress line
|
||||
|
||||
if (opts.output === "agent" || opts.output === "json") {
|
||||
formatAgentEnvelope({
|
||||
if (opts.output === "json") {
|
||||
formatJsonEnvelope({
|
||||
command: "import",
|
||||
data: {
|
||||
added,
|
||||
failed,
|
||||
duration_s: Number.parseFloat(elapsed.toFixed(2)),
|
||||
},
|
||||
durationMs: Math.round(elapsed * 1000),
|
||||
});
|
||||
|
||||
@@ -20,7 +20,6 @@ export const CONFIG_VERSION = 1;
|
||||
export interface PlatformConfig {
|
||||
apiKey: string;
|
||||
baseUrl: string;
|
||||
userEmail: string;
|
||||
}
|
||||
|
||||
export interface DefaultsConfig {
|
||||
@@ -31,15 +30,10 @@ 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 {
|
||||
@@ -55,10 +49,6 @@ export function createDefaultConfig(): Mem0Config {
|
||||
platform: {
|
||||
apiKey: "",
|
||||
baseUrl: DEFAULT_BASE_URL,
|
||||
userEmail: "",
|
||||
},
|
||||
telemetry: {
|
||||
anonymousId: "",
|
||||
},
|
||||
};
|
||||
}
|
||||
@@ -80,7 +70,6 @@ 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 ?? "";
|
||||
@@ -88,9 +77,6 @@ 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
|
||||
@@ -128,10 +114,6 @@ 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,
|
||||
},
|
||||
};
|
||||
|
||||
@@ -149,7 +131,6 @@ 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"],
|
||||
@@ -158,7 +139,6 @@ 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", "event", "config"],
|
||||
commands: ["init", "status", "import", "help", "entity", "config"],
|
||||
},
|
||||
];
|
||||
|
||||
|
||||
+49
-213
@@ -8,27 +8,21 @@ import fs from "node:fs";
|
||||
import path from "node:path";
|
||||
import { fileURLToPath } from "node:url";
|
||||
import { Command } from "commander";
|
||||
import { AuthError, type Backend, getBackend } from "./backend/index.js";
|
||||
import { colors, printError, printWarning } from "./branding.js";
|
||||
import { type Backend, getBackend } from "./backend/index.js";
|
||||
import { colors, printError } from "./branding.js";
|
||||
import type { Mem0Config } from "./config.js";
|
||||
import { loadConfig, saveConfig } from "./config.js";
|
||||
import { loadConfig } from "./config.js";
|
||||
import { richFormatHelp } from "./help.js";
|
||||
import { setAgentMode } from "./state.js";
|
||||
import { captureEvent } from "./telemetry.js";
|
||||
import { CLI_VERSION } from "./version.js";
|
||||
|
||||
const program = new Command();
|
||||
|
||||
// ── Validated user identity (set by getBackendAndConfig) ─────────────────
|
||||
|
||||
let _validatedUserEmail: string | undefined;
|
||||
|
||||
// ── Helpers ──────────────────────────────────────────────────────────────
|
||||
|
||||
async function getBackendAndConfig(
|
||||
function getBackendAndConfig(
|
||||
apiKey?: string,
|
||||
baseUrl?: string,
|
||||
): Promise<{ backend: Backend; config: Mem0Config }> {
|
||||
): { backend: Backend; config: Mem0Config } {
|
||||
const config = loadConfig();
|
||||
|
||||
if (apiKey) config.platform.apiKey = apiKey;
|
||||
@@ -42,58 +36,11 @@ async function getBackendAndConfig(
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const backend = getBackend(config);
|
||||
|
||||
// Validate the API key upfront with a fast timeout
|
||||
try {
|
||||
const pingData = (await Promise.race([
|
||||
backend.ping(),
|
||||
new Promise<never>((_, reject) =>
|
||||
setTimeout(() => reject(new Error("timeout")), 5000),
|
||||
),
|
||||
])) as Record<string, unknown>;
|
||||
|
||||
const email = pingData?.user_email as string | undefined;
|
||||
if (email) {
|
||||
_validatedUserEmail = email;
|
||||
if (config.platform.userEmail !== email) {
|
||||
config.platform.userEmail = email;
|
||||
try {
|
||||
saveConfig(config);
|
||||
} catch {
|
||||
/* ignore */
|
||||
}
|
||||
}
|
||||
}
|
||||
} catch (e) {
|
||||
if (e instanceof AuthError) {
|
||||
printError(
|
||||
"Invalid or expired API key.",
|
||||
"Run 'mem0 init' or set MEM0_API_KEY environment variable.",
|
||||
);
|
||||
process.exit(1);
|
||||
}
|
||||
// Network error / timeout — warn but proceed
|
||||
printWarning(
|
||||
"Could not validate API key (network issue). Proceeding anyway.",
|
||||
);
|
||||
}
|
||||
|
||||
return { backend, config };
|
||||
return { backend: getBackend(config), config };
|
||||
}
|
||||
|
||||
async function getBackendOnly(
|
||||
apiKey?: string,
|
||||
baseUrl?: string,
|
||||
): Promise<Backend> {
|
||||
return (await getBackendAndConfig(apiKey, baseUrl)).backend;
|
||||
}
|
||||
|
||||
function checkAgentMode(): boolean {
|
||||
const rootOpts = program.opts();
|
||||
const isAgent = !!(rootOpts.json || rootOpts.agent);
|
||||
if (isAgent) setAgentMode(true);
|
||||
return isAgent;
|
||||
function getBackendOnly(apiKey?: string, baseUrl?: string): Backend {
|
||||
return getBackendAndConfig(apiKey, baseUrl).backend;
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -158,45 +105,18 @@ 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("Interactive setup wizard for mem0 CLI.")
|
||||
.description(
|
||||
"Setup wizard for mem0 CLI. Supports email login (--email) or manual API key (--api-key).",
|
||||
)
|
||||
.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.")
|
||||
@@ -204,7 +124,6 @@ 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",
|
||||
@@ -216,7 +135,6 @@ program
|
||||
userId: opts.userId,
|
||||
email: opts.email,
|
||||
code: opts.code,
|
||||
force: opts.force,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -247,24 +165,17 @@ program
|
||||
)
|
||||
.action(async (text, opts) => {
|
||||
const { cmdAdd } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl);
|
||||
const ids = resolveIds(config, opts);
|
||||
const enableGraph = resolveGraph(config, opts);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdAdd(backend, text, { ...ids, ...opts, enableGraph, output });
|
||||
await cmdAdd(backend, text, { ...ids, ...opts, enableGraph });
|
||||
});
|
||||
|
||||
// ── Memory: search ────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("search [query]")
|
||||
.description(
|
||||
"Query your memory store — semantic, keyword, or hybrid retrieval.",
|
||||
)
|
||||
.description("Search memories by semantic query.")
|
||||
.option("-u, --user-id <id>", "Filter by user.")
|
||||
.option("--agent-id <id>", "Filter by agent.")
|
||||
.option("--app-id <id>", "Filter by app.")
|
||||
@@ -304,14 +215,9 @@ program
|
||||
process.exit(1);
|
||||
}
|
||||
const { cmdSearch } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const { backend, config } = 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,
|
||||
@@ -321,7 +227,7 @@ program
|
||||
filterJson: opts.filter,
|
||||
fields: opts.fields,
|
||||
enableGraph,
|
||||
output,
|
||||
output: opts.output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -339,10 +245,8 @@ program
|
||||
)
|
||||
.action(async (memoryId, opts) => {
|
||||
const { cmdGet } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdGet(backend, memoryId, { output });
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdGet(backend, memoryId, { output: opts.output });
|
||||
});
|
||||
|
||||
// ── Memory: list ──────────────────────────────────────────────────────────
|
||||
@@ -375,14 +279,9 @@ program
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdList } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const { backend, config } = 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,
|
||||
@@ -391,7 +290,7 @@ program
|
||||
after: opts.after,
|
||||
before: opts.before,
|
||||
enableGraph,
|
||||
output,
|
||||
output: opts.output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -414,12 +313,10 @@ program
|
||||
resolvedText = fs.readFileSync(0, "utf-8").trim();
|
||||
}
|
||||
const { cmdUpdate } = await import("./commands/memory.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdUpdate(backend, memoryId, resolvedText, {
|
||||
metadata: opts.metadata,
|
||||
output,
|
||||
output: opts.output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -455,8 +352,6 @@ 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.");
|
||||
@@ -485,9 +380,9 @@ program
|
||||
// ── Dispatch: single memory ──
|
||||
if (memoryId) {
|
||||
const { cmdDelete } = await import("./commands/memory.js");
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdDelete(backend, memoryId, {
|
||||
output,
|
||||
output: opts.output,
|
||||
dryRun: opts.dryRun,
|
||||
force: opts.force,
|
||||
});
|
||||
@@ -497,7 +392,7 @@ program
|
||||
// ── Dispatch: --all ──
|
||||
if (opts.all) {
|
||||
const { cmdDeleteAll } = await import("./commands/memory.js");
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
const { backend, config } = getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
@@ -514,7 +409,7 @@ program
|
||||
dryRun: opts.dryRun,
|
||||
all: opts.project,
|
||||
...ids,
|
||||
output,
|
||||
output: opts.output,
|
||||
});
|
||||
return;
|
||||
}
|
||||
@@ -522,8 +417,8 @@ program
|
||||
// ── Dispatch: --entity ──
|
||||
if (opts.entity) {
|
||||
const { cmdEntitiesDelete } = await import("./commands/entities.js");
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesDelete(backend, { ...opts, output });
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesDelete(backend, opts);
|
||||
return;
|
||||
}
|
||||
});
|
||||
@@ -545,9 +440,7 @@ configCmd
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdConfigShow } = await import("./commands/config.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
cmdConfigShow({ output });
|
||||
cmdConfigShow({ output: opts.output });
|
||||
});
|
||||
|
||||
configCmd
|
||||
@@ -559,7 +452,6 @@ configCmd
|
||||
)
|
||||
.action(async (key) => {
|
||||
const { cmdConfigGet } = await import("./commands/config.js");
|
||||
checkAgentMode();
|
||||
cmdConfigGet(key);
|
||||
});
|
||||
|
||||
@@ -572,7 +464,6 @@ configCmd
|
||||
)
|
||||
.action(async (key, value) => {
|
||||
const { cmdConfigSet } = await import("./commands/config.js");
|
||||
checkAgentMode();
|
||||
cmdConfigSet(key, value);
|
||||
});
|
||||
|
||||
@@ -596,10 +487,8 @@ entityCmd
|
||||
)
|
||||
.action(async (entityType, opts) => {
|
||||
const { cmdEntitiesList } = await import("./commands/entities.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEntitiesList(backend, entityType, { output });
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesList(backend, entityType, { output: opts.output });
|
||||
});
|
||||
|
||||
entityCmd
|
||||
@@ -620,54 +509,8 @@ entityCmd
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdEntitiesDelete } = await import("./commands/entities.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEntitiesDelete(backend, { ...opts, output });
|
||||
});
|
||||
|
||||
// ── Event subcommands ─────────────────────────────────────────────────────
|
||||
|
||||
const eventCmd = program
|
||||
.command("event")
|
||||
.description("Inspect background processing events.")
|
||||
.addHelpCommand(false)
|
||||
.configureHelp({ formatHelp: richFormatHelp });
|
||||
|
||||
eventCmd
|
||||
.command("list")
|
||||
.description("List recent background processing events.")
|
||||
.option("-o, --output <format>", "Output: table, json.", "table")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 event list\n $ mem0 event list -o json",
|
||||
)
|
||||
.action(async (opts) => {
|
||||
const { cmdEventList } = await import("./commands/events.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEventList(backend, { output });
|
||||
});
|
||||
|
||||
eventCmd
|
||||
.command("status <eventId>")
|
||||
.description("Check the status of a specific background event.")
|
||||
.option("-o, --output <format>", "Output: text, json.", "text")
|
||||
.option("--api-key <key>", "Override API key.")
|
||||
.option("--base-url <url>", "Override API base URL.")
|
||||
.addHelpText(
|
||||
"after",
|
||||
"\nExamples:\n $ mem0 event status <event-id>\n $ mem0 event status <event-id> -o json",
|
||||
)
|
||||
.action(async (eventId, opts) => {
|
||||
const { cmdEventStatus } = await import("./commands/events.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const backend = await getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
await cmdEventStatus(backend, eventId, { output });
|
||||
const backend = getBackendOnly(opts.apiKey, opts.baseUrl);
|
||||
await cmdEntitiesDelete(backend, opts);
|
||||
});
|
||||
|
||||
// ── Utility commands ──────────────────────────────────────────────────────
|
||||
@@ -681,16 +524,11 @@ program
|
||||
.addHelpText("after", "\nExamples:\n $ mem0 status\n $ mem0 status -o json")
|
||||
.action(async (opts) => {
|
||||
const { cmdStatus } = await import("./commands/utils.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const output = isAgent ? "agent" : opts.output;
|
||||
const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl);
|
||||
await cmdStatus(backend, {
|
||||
userId: config.defaults.userId || undefined,
|
||||
agentId: config.defaults.agentId || undefined,
|
||||
output,
|
||||
output: opts.output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -708,17 +546,12 @@ program
|
||||
)
|
||||
.action(async (filePath, opts) => {
|
||||
const { cmdImport } = await import("./commands/utils.js");
|
||||
const isAgent = checkAgentMode();
|
||||
const { backend, config } = await getBackendAndConfig(
|
||||
opts.apiKey,
|
||||
opts.baseUrl,
|
||||
);
|
||||
const { backend, config } = 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,
|
||||
output: opts.output,
|
||||
});
|
||||
});
|
||||
|
||||
@@ -732,9 +565,7 @@ program
|
||||
.option("--json", "Output machine-readable JSON for LLM agents.", false)
|
||||
.addHelpText("after", "\nExamples:\n $ mem0 help\n $ mem0 help --json")
|
||||
.action((opts) => {
|
||||
// opts.json is set when `mem0 help --json` is used (subcommand flag).
|
||||
// program.opts().json is set when the root --json global flag was used first.
|
||||
if (opts.json || program.opts().json) {
|
||||
if (opts.json) {
|
||||
// Load spec from parent directory
|
||||
const __dirname = path.dirname(fileURLToPath(import.meta.url));
|
||||
const specPath = path.join(__dirname, "..", "..", "cli-spec.json");
|
||||
@@ -764,9 +595,7 @@ program
|
||||
console.log(
|
||||
" add Add a memory from text, messages, file, or stdin",
|
||||
);
|
||||
console.log(
|
||||
" search Query your memory store (semantic, keyword, hybrid)",
|
||||
);
|
||||
console.log(" search Search memories by semantic query");
|
||||
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");
|
||||
@@ -776,9 +605,6 @@ 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();
|
||||
@@ -790,6 +616,16 @@ program
|
||||
}
|
||||
});
|
||||
|
||||
// ── Version ───────────────────────────────────────────────────────────────
|
||||
|
||||
program
|
||||
.command("version")
|
||||
.description("Show version.")
|
||||
.action(async () => {
|
||||
const { cmdVersion } = await import("./commands/utils.js");
|
||||
cmdVersion();
|
||||
});
|
||||
|
||||
// ── Entrypoint ────────────────────────────────────────────────────────────
|
||||
|
||||
program.parse();
|
||||
|
||||
+3
-124
@@ -169,26 +169,17 @@ 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) ?? "";
|
||||
// Deduplicate PENDING entries with the same event_id
|
||||
if (eventId && seenPendingEvents.has(eventId)) continue;
|
||||
if (eventId) seenPendingEvents.add(eventId);
|
||||
const eventId = ((r.event_id as string) ?? "").slice(0, 8);
|
||||
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;
|
||||
}
|
||||
|
||||
@@ -247,118 +238,6 @@ 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;
|
||||
@@ -370,7 +249,7 @@ export function printResultSummary(opts: {
|
||||
if (opts.scopeIds) {
|
||||
const scopeParts = Object.entries(opts.scopeIds)
|
||||
.filter(([, v]) => v)
|
||||
.map(([k, v]) => `${k}=${v}`);
|
||||
.map(([k, v]) => `${k.replace(/_/g, " ")}=${v}`);
|
||||
if (scopeParts.length > 0) parts.push(scopeParts.join(", "));
|
||||
}
|
||||
if (opts.durationSecs !== undefined)
|
||||
|
||||
@@ -1,23 +0,0 @@
|
||||
/**
|
||||
* 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;
|
||||
}
|
||||
@@ -1,153 +0,0 @@
|
||||
/**
|
||||
* 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 */
|
||||
}
|
||||
}
|
||||
@@ -1,129 +0,0 @@
|
||||
/**
|
||||
* 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(() => {});
|
||||
@@ -44,6 +44,13 @@ 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);
|
||||
|
||||
@@ -5,7 +5,6 @@
|
||||
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;
|
||||
|
||||
@@ -32,7 +31,6 @@ import { afterEach } from "vitest";
|
||||
afterEach(() => {
|
||||
console.log = originalLog;
|
||||
console.error = originalError;
|
||||
setAgentMode(false);
|
||||
});
|
||||
|
||||
describe("cmdAdd", () => {
|
||||
@@ -86,59 +84,6 @@ 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");
|
||||
@@ -253,6 +198,13 @@ 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 () => {
|
||||
@@ -267,168 +219,3 @@ 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");
|
||||
});
|
||||
});
|
||||
|
||||
@@ -10,7 +10,6 @@ import {
|
||||
formatSingleMemory,
|
||||
formatAddResult,
|
||||
printResultSummary,
|
||||
sanitizeAgentData,
|
||||
} from "../src/output.js";
|
||||
|
||||
let output: string;
|
||||
@@ -99,18 +98,6 @@ 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", () => {
|
||||
@@ -126,73 +113,3 @@ 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();
|
||||
});
|
||||
});
|
||||
|
||||
@@ -71,42 +71,5 @@ 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" },
|
||||
},
|
||||
],
|
||||
}),
|
||||
};
|
||||
}
|
||||
|
||||
+5
-315
@@ -1,12 +1,6 @@
|
||||
# mem0 CLI (Python)
|
||||
# mem0 CLI
|
||||
|
||||
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+**
|
||||
The official command-line interface for [mem0](https://mem0.ai) — the memory layer for AI agents.
|
||||
|
||||
## Installation
|
||||
|
||||
@@ -24,326 +18,22 @@ 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
|
||||
# Interactive setup wizard
|
||||
# Set up your configuration
|
||||
mem0 init
|
||||
|
||||
# Or login via email
|
||||
mem0 init --email alice@company.com
|
||||
|
||||
# Or authenticate with an existing API key
|
||||
mem0 init --api-key m0-xxx
|
||||
|
||||
# Add a memory
|
||||
mem0 add "I prefer dark mode and use vim keybindings" --user-id alice
|
||||
|
||||
# Search memories
|
||||
mem0 search "What are Alice's preferences?" --user-id alice
|
||||
|
||||
# List all memories for a user
|
||||
# List all memories
|
||||
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 = "0.2.3"
|
||||
version = "0.1.0"
|
||||
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__ = "0.2.3"
|
||||
__version__ = "0.1.0"
|
||||
|
||||
+19
-215
@@ -2,10 +2,7 @@
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import contextlib
|
||||
import json as _json
|
||||
import os
|
||||
import stat as _stat_mod
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
@@ -13,7 +10,7 @@ import typer
|
||||
from rich.console import Console
|
||||
|
||||
from mem0_cli import __version__
|
||||
from mem0_cli.branding import BRAND_COLOR, print_error, print_warning
|
||||
from mem0_cli.branding import BRAND_COLOR, print_error
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
@@ -46,52 +43,7 @@ entity_app = typer.Typer(
|
||||
no_args_is_help=True,
|
||||
rich_markup_mode="rich",
|
||||
)
|
||||
|
||||
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}")
|
||||
# entity_app registered after Memory commands to control panel ordering
|
||||
|
||||
|
||||
# ── Helpers ───────────────────────────────────────────────────────────────
|
||||
@@ -101,16 +53,9 @@ 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.
|
||||
|
||||
Validates the API key upfront via ``/v1/ping/`` and caches the
|
||||
resolved user email for telemetry.
|
||||
"""
|
||||
global _validated_user_email
|
||||
|
||||
"""Build and return the Platform backend plus the loaded config."""
|
||||
from mem0_cli.backend import get_backend
|
||||
from mem0_cli.backend.platform import AuthError
|
||||
from mem0_cli.config import load_config, save_config
|
||||
from mem0_cli.config import load_config
|
||||
|
||||
config = load_config()
|
||||
|
||||
@@ -127,29 +72,7 @@ def _get_backend_and_config(
|
||||
)
|
||||
raise typer.Exit(1)
|
||||
|
||||
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
|
||||
return get_backend(config), config
|
||||
|
||||
|
||||
def _get_backend(
|
||||
@@ -191,22 +114,9 @@ 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 an actual pipe or file redirect (not a TTY, not agent mode)."""
|
||||
if _stdin_is_piped():
|
||||
"""Read from stdin if it is piped (not a TTY)."""
|
||||
if not sys.stdin.isatty():
|
||||
return sys.stdin.read().strip() or None
|
||||
return None
|
||||
|
||||
@@ -218,26 +128,12 @@ 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 ───────────────────────────────────────────────────────────
|
||||
@@ -377,7 +273,7 @@ def search(
|
||||
None, "--base-url", help="Override API base URL.", rich_help_panel="Connection"
|
||||
),
|
||||
) -> None:
|
||||
"""Query your memory store — semantic, keyword, or hybrid retrieval.
|
||||
"""Search memories by semantic query.
|
||||
|
||||
Examples:
|
||||
mem0 search "preferences" --user-id alice
|
||||
@@ -642,14 +538,12 @@ 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)
|
||||
@@ -657,7 +551,6 @@ 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)
|
||||
@@ -809,70 +702,6 @@ 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 ───────────────────────────────────────────────────
|
||||
|
||||
|
||||
@@ -886,9 +715,6 @@ 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.
|
||||
|
||||
@@ -900,7 +726,7 @@ 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, force=force)
|
||||
run_init(api_key=api_key, user_id=user_id, email=email, code=code)
|
||||
|
||||
|
||||
# (entity_app registered at module level, below sub-group definitions)
|
||||
@@ -1005,7 +831,7 @@ def _build_help_json() -> dict:
|
||||
},
|
||||
},
|
||||
"search": {
|
||||
"description": "Query your memory store — semantic, keyword, or hybrid retrieval.",
|
||||
"description": "Search memories by semantic query.",
|
||||
"usage": "mem0 search <query> [OPTIONS]",
|
||||
"arguments": {"query": {"description": "Search query.", "required": False}},
|
||||
"options": {
|
||||
@@ -1109,24 +935,6 @@ 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": {
|
||||
@@ -1178,7 +986,6 @@ 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.",
|
||||
},
|
||||
@@ -1208,7 +1015,7 @@ 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 Query your memory store (semantic, keyword, hybrid)")
|
||||
console.print(" search Search memories by semantic query")
|
||||
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")
|
||||
@@ -1216,7 +1023,6 @@ 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()
|
||||
@@ -1225,6 +1031,14 @@ 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")
|
||||
|
||||
@@ -1233,14 +1047,4 @@ 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()
|
||||
|
||||
@@ -104,12 +104,6 @@ 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."""
|
||||
|
||||
@@ -6,7 +6,6 @@ from typing import Any
|
||||
|
||||
import httpx
|
||||
|
||||
from mem0_cli import __version__
|
||||
from mem0_cli.backend.base import Backend
|
||||
from mem0_cli.config import PlatformConfig
|
||||
|
||||
@@ -22,17 +21,11 @@ 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.")
|
||||
@@ -93,7 +86,6 @@ class PlatformBackend(Backend):
|
||||
payload["categories"] = categories
|
||||
if enable_graph:
|
||||
payload["enable_graph"] = True
|
||||
payload["source"] = "CLI"
|
||||
|
||||
return self._request("POST", "/v1/memories/", json=payload)
|
||||
|
||||
@@ -173,7 +165,6 @@ 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 (
|
||||
@@ -183,7 +174,7 @@ class PlatformBackend(Backend):
|
||||
)
|
||||
|
||||
def get(self, memory_id: str) -> dict:
|
||||
return self._request("GET", f"/v1/memories/{memory_id}/", params={"source": "CLI"})
|
||||
return self._request("GET", f"/v1/memories/{memory_id}/")
|
||||
|
||||
def list_memories(
|
||||
self,
|
||||
@@ -222,7 +213,6 @@ 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 (
|
||||
@@ -239,7 +229,6 @@ 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(
|
||||
@@ -253,7 +242,7 @@ class PlatformBackend(Backend):
|
||||
run_id: str | None = None,
|
||||
) -> dict:
|
||||
if all:
|
||||
params: dict[str, str] = {"source": "CLI"}
|
||||
params: dict[str, str] = {}
|
||||
if user_id:
|
||||
params["user_id"] = user_id
|
||||
if agent_id:
|
||||
@@ -264,7 +253,7 @@ 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}/", params={"source": "CLI"})
|
||||
return self._request("DELETE", f"/v1/memories/{memory_id}/")
|
||||
else:
|
||||
raise ValueError("Either memory_id or --all is required")
|
||||
|
||||
@@ -276,37 +265,18 @@ class PlatformBackend(Backend):
|
||||
app_id: str | None = None,
|
||||
run_id: str | None = None,
|
||||
) -> dict:
|
||||
# v2 endpoint: DELETE /v2/entities/{entity_type}/{entity_id}/
|
||||
type_map = {
|
||||
"user": user_id,
|
||||
"agent": agent_id,
|
||||
"app": app_id,
|
||||
"run": run_id,
|
||||
}
|
||||
entities = {t: v for t, v in type_map.items() if v}
|
||||
if not entities:
|
||||
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:
|
||||
raise ValueError("At least one entity ID is required for delete_entities.")
|
||||
# Delete each provided entity via the v2 path-based endpoint
|
||||
result: dict = {}
|
||||
for entity_type, entity_id in entities.items():
|
||||
result = self._request(
|
||||
"DELETE", f"/v2/entities/{entity_type}/{entity_id}/", 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/")
|
||||
return self._request("DELETE", "/v1/entities/", params=params)
|
||||
|
||||
def status(
|
||||
self,
|
||||
@@ -314,9 +284,19 @@ class PlatformBackend(Backend):
|
||||
user_id: str | None = None,
|
||||
agent_id: str | None = None,
|
||||
) -> dict[str, Any]:
|
||||
"""Check connectivity using the ping endpoint."""
|
||||
"""Check connectivity by making a lightweight API call."""
|
||||
try:
|
||||
self.ping()
|
||||
# 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/")
|
||||
return {"connected": True, "backend": "platform", "base_url": self.base_url}
|
||||
except Exception as e:
|
||||
return {"connected": False, "backend": "platform", "error": str(e)}
|
||||
@@ -331,13 +311,6 @@ 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
|
||||
|
||||
@@ -43,10 +43,6 @@ 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}")
|
||||
|
||||
@@ -65,28 +61,11 @@ 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:
|
||||
@@ -94,19 +73,11 @@ 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}")
|
||||
|
||||
@@ -118,9 +89,7 @@ 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):
|
||||
@@ -128,13 +97,6 @@ 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):
|
||||
@@ -143,11 +105,6 @@ 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
|
||||
@@ -157,14 +114,11 @@ 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:
|
||||
parts.append(f"{key}={val}")
|
||||
label = key.replace("_", " ").replace("id", "ID").strip()
|
||||
parts.append(f"{label}={val}")
|
||||
if parts:
|
||||
scope_str = ", ".join(parts)
|
||||
console.print(f" [{DIM_COLOR}]Scope: {scope_str}[/]")
|
||||
|
||||
@@ -20,17 +20,12 @@ err_console = Console(stderr=True)
|
||||
|
||||
def cmd_config_show(*, output: str = "text") -> None:
|
||||
"""Display current configuration (secrets redacted)."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("config show")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
from mem0_cli.output import format_json_envelope
|
||||
|
||||
config = load_config()
|
||||
|
||||
if output in ("json", "agent"):
|
||||
format_agent_envelope(
|
||||
if output == "json":
|
||||
format_json_envelope(
|
||||
console,
|
||||
command="config show",
|
||||
data={
|
||||
@@ -89,44 +84,25 @@ 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:
|
||||
console.print(display_value)
|
||||
# Redact secrets
|
||||
if "api_key" in key or "key" in key.split(".")[-1:]:
|
||||
console.print(redact_key(str(value)))
|
||||
else:
|
||||
console.print(str(value))
|
||||
|
||||
|
||||
def cmd_config_set(key: str, value: str) -> None:
|
||||
"""Set a config value."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("config set")
|
||||
config = load_config()
|
||||
if set_nested_value(config, key, value):
|
||||
save_config(config)
|
||||
display = redact_key(value) if "key" in key else value
|
||||
if is_agent_mode():
|
||||
format_agent_envelope(
|
||||
console, command="config set", data={"key": key, "value": display}
|
||||
)
|
||||
else:
|
||||
print_success(console, f"{key} = {display}")
|
||||
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_agent_envelope, format_json
|
||||
from mem0_cli.output import format_json
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
@@ -26,11 +26,6 @@ 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(
|
||||
@@ -47,16 +42,6 @@ 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
|
||||
@@ -92,39 +77,41 @@ 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:
|
||||
print_info(console, f"Would delete entity {scope_str} and all its memories.")
|
||||
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, "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_str} AND all its memories? This cannot be undone."
|
||||
f"\n \u26a0 Delete entity {scope} AND all its memories? This cannot be undone."
|
||||
)
|
||||
if not confirm:
|
||||
print_info(console, "Cancelled.")
|
||||
@@ -144,25 +131,7 @@ def cmd_entities_delete(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="entity delete",
|
||||
data={"deleted": True},
|
||||
scope=scope or None,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
if output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
print_success(console, f"Entity deleted with all memories ({_elapsed:.2f}s)")
|
||||
|
||||
@@ -1,176 +0,0 @@
|
||||
"""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 CONFIG_FILE, DEFAULT_BASE_URL, Mem0Config, load_config, save_config
|
||||
from mem0_cli.config import DEFAULT_BASE_URL, Mem0Config, save_config
|
||||
|
||||
console = Console()
|
||||
err_console = Console(stderr=True)
|
||||
@@ -108,10 +108,6 @@ 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
|
||||
@@ -120,7 +116,6 @@ 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.")
|
||||
@@ -153,7 +148,6 @@ 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.")
|
||||
@@ -175,7 +169,6 @@ 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.
|
||||
|
||||
@@ -191,29 +184,6 @@ 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:
|
||||
@@ -235,10 +205,7 @@ def run_init(
|
||||
raise typer.Exit(1)
|
||||
config.platform.api_key = api_key_val
|
||||
config.platform.base_url = base_url
|
||||
config.platform.user_email = email
|
||||
config.defaults.user_id = (
|
||||
user_id or os.environ.get("USER") or os.environ.get("USERNAME") or "mem0-cli"
|
||||
)
|
||||
config.defaults.user_id = user_id or "mem0-cli"
|
||||
|
||||
save_config(config)
|
||||
|
||||
@@ -253,17 +220,6 @@ 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
|
||||
@@ -273,6 +229,15 @@ 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")
|
||||
@@ -306,10 +271,7 @@ def run_init(
|
||||
raise typer.Exit(1)
|
||||
config.platform.api_key = api_key_val
|
||||
config.platform.base_url = base_url
|
||||
config.platform.user_email = email_addr
|
||||
config.defaults.user_id = (
|
||||
user_id or os.environ.get("USER") or os.environ.get("USERNAME") or "mem0-cli"
|
||||
)
|
||||
config.defaults.user_id = user_id or "mem0-cli"
|
||||
|
||||
save_config(config)
|
||||
|
||||
@@ -369,10 +331,9 @@ 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=_default_user,
|
||||
default="mem0-cli",
|
||||
)
|
||||
if user_id:
|
||||
config.defaults.user_id = user_id
|
||||
@@ -392,19 +353,11 @@ 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="Visit https://app.mem0.ai/dashboard/api-keys to get a new key, then run mem0 init again.",
|
||||
hint="Check your API key and try again.",
|
||||
)
|
||||
except Exception as e:
|
||||
print_error(err_console, f"Connection test failed: {e}")
|
||||
|
||||
@@ -3,8 +3,6 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import stat as _stat_mod
|
||||
import sys
|
||||
import time as _time
|
||||
from pathlib import Path
|
||||
@@ -22,7 +20,6 @@ from mem0_cli.branding import (
|
||||
)
|
||||
from mem0_cli.output import (
|
||||
format_add_result,
|
||||
format_agent_envelope,
|
||||
format_json,
|
||||
format_memories_table,
|
||||
format_memories_text,
|
||||
@@ -34,19 +31,6 @@ 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,
|
||||
@@ -66,11 +50,6 @@ 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
|
||||
|
||||
@@ -91,8 +70,8 @@ def cmd_add(
|
||||
print_error(err_console, f"Invalid JSON in --messages: {e}")
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
# Read from stdin only if stdin is an actual pipe or file redirect
|
||||
elif not content and _stdin_is_piped():
|
||||
# Read from stdin if no text and stdin is piped
|
||||
elif not content and not sys.stdin.isatty():
|
||||
content = sys.stdin.read().strip()
|
||||
|
||||
if not content and not msgs:
|
||||
@@ -154,61 +133,18 @@ 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 = 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"
|
||||
)
|
||||
# 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"
|
||||
)
|
||||
format_add_result(console, result, output)
|
||||
|
||||
|
||||
@@ -230,11 +166,6 @@ 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:
|
||||
@@ -279,27 +210,6 @@ 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":
|
||||
@@ -326,11 +236,6 @@ 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)
|
||||
@@ -338,10 +243,7 @@ def cmd_get(backend: Backend, memory_id: str, *, output: str) -> None:
|
||||
print_error(err_console, str(e))
|
||||
raise typer.Exit(1) from None
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(console, command="get", data=result)
|
||||
else:
|
||||
format_single_memory(console, result, output)
|
||||
format_single_memory(console, result, output)
|
||||
|
||||
|
||||
def cmd_list(
|
||||
@@ -360,11 +262,6 @@ 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)
|
||||
@@ -395,24 +292,15 @@ def cmd_list(
|
||||
if output == "quiet":
|
||||
return
|
||||
|
||||
if output in ("json", "agent"):
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
format_agent_envelope(
|
||||
if output == "json":
|
||||
from mem0_cli.output import format_json_envelope
|
||||
|
||||
format_json_envelope(
|
||||
console,
|
||||
command="list",
|
||||
data=results,
|
||||
scope=scope or None,
|
||||
count=len(results),
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
scope={k: v for k, v in {"user_id": user_id, "agent_id": agent_id}.items() if v},
|
||||
)
|
||||
elif output == "table":
|
||||
if results:
|
||||
@@ -455,11 +343,6 @@ 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:
|
||||
@@ -477,14 +360,7 @@ def cmd_update(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="update",
|
||||
data=result,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
if output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
print_success(console, f"Memory {memory_id[:8]} updated ({_elapsed:.2f}s)")
|
||||
@@ -499,11 +375,6 @@ 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:
|
||||
@@ -524,14 +395,7 @@ def cmd_delete(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="delete",
|
||||
data={"id": memory_id, "deleted": True},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
if output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
print_success(console, f"Memory {memory_id[:8]} deleted ({_elapsed:.2f}s)")
|
||||
@@ -550,17 +414,13 @@ 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
|
||||
# Note: --dry-run is ignored here because the API has no count-before-delete endpoint.
|
||||
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
|
||||
|
||||
if not force:
|
||||
confirm = typer.confirm(
|
||||
@@ -585,14 +445,7 @@ def cmd_delete_all(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="delete-all",
|
||||
data={"deleted": True, "scope": "project"},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
if output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
if isinstance(result, dict) and "message" in result:
|
||||
@@ -650,25 +503,7 @@ def cmd_delete_all(
|
||||
raise typer.Exit(1) from None
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
scope = {
|
||||
k: v
|
||||
for k, v in {
|
||||
"user_id": user_id,
|
||||
"agent_id": agent_id,
|
||||
"app_id": app_id,
|
||||
"run_id": run_id,
|
||||
}.items()
|
||||
if v
|
||||
}
|
||||
if output == "agent":
|
||||
format_agent_envelope(
|
||||
console,
|
||||
command="delete-all",
|
||||
data={"deleted": True},
|
||||
scope=scope or None,
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
elif output == "json":
|
||||
if output == "json":
|
||||
format_json(console, result)
|
||||
elif output != "quiet":
|
||||
if isinstance(result, dict) and "message" in result:
|
||||
|
||||
@@ -35,26 +35,22 @@ def cmd_status(
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Check connectivity and auth."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("status")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
from mem0_cli.output import format_json_envelope
|
||||
|
||||
_start = _time.perf_counter()
|
||||
with timed_status(err_console, "Checking connection...") as _ts:
|
||||
result = backend.status(user_id=user_id, agent_id=agent_id)
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output in ("json", "agent"):
|
||||
format_agent_envelope(
|
||||
if output == "json":
|
||||
format_json_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),
|
||||
)
|
||||
@@ -71,14 +67,6 @@ 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)
|
||||
@@ -108,12 +96,7 @@ def cmd_import(
|
||||
output: str = "text",
|
||||
) -> None:
|
||||
"""Import memories from a JSON file."""
|
||||
from mem0_cli.output import format_agent_envelope
|
||||
from mem0_cli.state import is_agent_mode, set_current_command
|
||||
|
||||
set_current_command("import")
|
||||
if is_agent_mode():
|
||||
output = "agent"
|
||||
from mem0_cli.output import format_json_envelope
|
||||
|
||||
try:
|
||||
data = json.loads(Path(file_path).read_text())
|
||||
@@ -146,13 +129,11 @@ def cmd_import(
|
||||
failed += 1
|
||||
_elapsed = _time.perf_counter() - _start
|
||||
|
||||
if output in ("json", "agent"):
|
||||
scope = {k: v for k, v in {"user_id": user_id, "agent_id": agent_id}.items() if v}
|
||||
format_agent_envelope(
|
||||
if output == "json":
|
||||
format_json_envelope(
|
||||
console,
|
||||
command="import",
|
||||
data={"added": added, "failed": failed},
|
||||
scope=scope or None,
|
||||
data={"added": added, "failed": failed, "duration_s": round(_elapsed, 2)},
|
||||
duration_ms=int(_elapsed * 1000),
|
||||
)
|
||||
return
|
||||
|
||||
@@ -27,7 +27,6 @@ CONFIG_VERSION = 1
|
||||
class PlatformConfig:
|
||||
api_key: str = ""
|
||||
base_url: str = DEFAULT_BASE_URL
|
||||
user_email: str = ""
|
||||
|
||||
|
||||
@dataclass
|
||||
@@ -39,23 +38,16 @@ 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",
|
||||
@@ -84,7 +76,6 @@ 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", "")
|
||||
@@ -93,9 +84,6 @@ 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:
|
||||
@@ -144,10 +132,6 @@ 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,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
@@ -155,23 +155,16 @@ 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", "")
|
||||
# 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)
|
||||
event_id = r.get("event_id", "")[:8]
|
||||
icon = f"[{ACCENT_COLOR}]{_sym('⧗', '...')}[/]"
|
||||
parts = [f" {icon} [{DIM_COLOR}]{'Queued':<10}[/]"]
|
||||
parts.append("[white]Processing in background[/]")
|
||||
console.print(" ".join(parts))
|
||||
if event_id:
|
||||
console.print(f" [{DIM_COLOR}] event_id: {event_id}[/]")
|
||||
console.print(f" [{DIM_COLOR}] → Check status: mem0 event status {event_id}[/]")
|
||||
parts.append(f"[{DIM_COLOR}](event {event_id})[/]")
|
||||
console.print(" ".join(parts))
|
||||
continue
|
||||
|
||||
event = r.get("event", "ADD")
|
||||
@@ -232,100 +225,6 @@ 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,
|
||||
@@ -338,7 +237,7 @@ 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}={v}" for k, v in scope_ids.items() if v]
|
||||
scope_parts = [f"{k.replace('_', ' ')}={v}" for k, v in scope_ids.items() if v]
|
||||
if scope_parts:
|
||||
parts.append(", ".join(scope_parts))
|
||||
if duration_secs is not None:
|
||||
|
||||
@@ -1,24 +0,0 @@
|
||||
"""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
|
||||
@@ -1,146 +0,0 @@
|
||||
"""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
|
||||
@@ -1,108 +0,0 @@
|
||||
"""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()
|
||||
@@ -96,43 +96,6 @@ 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
|
||||
|
||||
|
||||
@@ -83,6 +83,11 @@ 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
|
||||
|
||||
@@ -3,7 +3,6 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import typing
|
||||
from io import StringIO
|
||||
from unittest.mock import patch
|
||||
|
||||
@@ -17,7 +16,6 @@ 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,
|
||||
@@ -30,6 +28,7 @@ from mem0_cli.commands.memory import (
|
||||
from mem0_cli.commands.utils import (
|
||||
cmd_import,
|
||||
cmd_status,
|
||||
cmd_version,
|
||||
)
|
||||
|
||||
|
||||
@@ -177,28 +176,30 @@ 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._stdin_is_piped", return_value=False),
|
||||
pytest.raises((SystemExit, ClickExit)),
|
||||
patch("mem0_cli.commands.memory.sys") as mock_sys,
|
||||
):
|
||||
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",
|
||||
)
|
||||
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",
|
||||
)
|
||||
|
||||
def test_add_invalid_metadata_json(self, mock_backend):
|
||||
console, _buf = _make_console()
|
||||
@@ -278,66 +279,6 @@ 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()
|
||||
@@ -677,6 +618,28 @@ 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()
|
||||
@@ -741,6 +704,15 @@ 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"
|
||||
@@ -916,28 +888,6 @@ 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()
|
||||
@@ -1074,388 +1024,3 @@ 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
|
||||
|
||||
@@ -11,7 +11,6 @@ from mem0_cli.output import (
|
||||
format_memories_table,
|
||||
format_memories_text,
|
||||
format_single_memory,
|
||||
sanitize_agent_data,
|
||||
)
|
||||
|
||||
|
||||
@@ -130,153 +129,8 @@ 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
|
||||
|
||||
@@ -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 <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 Dashboard</a> and make your first memory operation in minutes.
|
||||
**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.
|
||||
</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 <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 Dashboard</a>.
|
||||
Get your API key from the [Mem0 Dashboard](https://app.mem0.ai/dashboard/api-keys).
|
||||
|
||||
<Warning>
|
||||
**Keep your API key secure.** Never expose it in client-side code or public repositories. Use environment variables and server-side requests only.
|
||||
|
||||
@@ -47,6 +47,8 @@ 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.
|
||||
|
||||
@@ -81,3 +83,20 @@ 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.
|
||||
|
||||
@@ -62,7 +62,8 @@ To retrieve graph memory relationships between entities, pass `output_format="v1
|
||||
memories = client.get_all(
|
||||
filters={
|
||||
"user_id": "alex"
|
||||
}
|
||||
},
|
||||
output_format="v1.1"
|
||||
)
|
||||
```
|
||||
|
||||
|
||||
@@ -32,7 +32,7 @@ Example with the mem0 Python package:
|
||||
|
||||
```python
|
||||
from mem0 import MemoryClient
|
||||
client = MemoryClient(api_key="your-api-key")
|
||||
client = MemoryClient(org_id='YOUR_ORG_ID', project_id='YOUR_PROJECT_ID')
|
||||
```
|
||||
|
||||
</Tab>
|
||||
@@ -41,7 +41,10 @@ client = MemoryClient(api_key="your-api-key")
|
||||
|
||||
```javascript
|
||||
import { MemoryClient } from "mem0ai";
|
||||
const client = new MemoryClient({ apiKey: "your-api-key" });
|
||||
const client = new MemoryClient({
|
||||
organizationId: "YOUR_ORG_ID",
|
||||
projectId: "YOUR_PROJECT_ID"
|
||||
});
|
||||
```
|
||||
|
||||
</Tab>
|
||||
@@ -79,7 +82,7 @@ new_project = client.project.create(
|
||||
|
||||
### Update Project Settings
|
||||
|
||||
Modify project configuration including custom instructions, categories, graph settings, and language preferences:
|
||||
Modify project configuration including custom instructions, categories, and graph settings:
|
||||
|
||||
```python
|
||||
# Update project with custom categories
|
||||
@@ -95,8 +98,8 @@ client.project.update(
|
||||
custom_instructions="..."
|
||||
)
|
||||
|
||||
# Use the input language for memory storage and retrieval
|
||||
client.project.update(multilingual=True)
|
||||
# Enable graph memory for the project
|
||||
client.project.update(enable_graph=True)
|
||||
|
||||
# Update multiple settings at once
|
||||
client.project.update(
|
||||
@@ -105,7 +108,7 @@ client.project.update(
|
||||
{"personal_info": "User personal information and preferences"},
|
||||
{"work_context": "Professional context and work-related information"}
|
||||
],
|
||||
multilingual=True
|
||||
enable_graph=True
|
||||
)
|
||||
```
|
||||
|
||||
@@ -165,11 +168,11 @@ All project methods are available in async mode:
|
||||
from mem0 import AsyncMemoryClient
|
||||
|
||||
async def manage_project():
|
||||
client = AsyncMemoryClient(api_key="your-api-key")
|
||||
client = AsyncMemoryClient(org_id='YOUR_ORG_ID', project_id='YOUR_PROJECT_ID')
|
||||
|
||||
# All methods support async/await
|
||||
project_info = await client.project.get()
|
||||
await client.project.update(multilingual=True)
|
||||
await client.project.update(enable_graph=True)
|
||||
members = await client.project.get_members()
|
||||
|
||||
# To call the async function properly
|
||||
|
||||
@@ -1,90 +1,13 @@
|
||||
---
|
||||
title: "SDK & Tools"
|
||||
description: "Release notes for the Mem0 Python SDK, TypeScript SDK, Vercel AI SDK, CLI, and editor plugins."
|
||||
title: "Product Updates"
|
||||
description: "Latest releases, bug fixes, and improvements for the Mem0 Python and TypeScript SDKs."
|
||||
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:**
|
||||
@@ -893,73 +816,6 @@ See the [OSS v1 to v2 migration guide](https://docs.mem0.ai/migration/oss-v1-to-
|
||||
</Tab>
|
||||
|
||||
<Tab title="TypeScript">
|
||||
<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">
|
||||
|
||||
@@ -1260,152 +1116,352 @@ See the [TypeScript SDK migration guide](https://docs.mem0.ai/migration/ts-v2-to
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="CLI">
|
||||
<Tab title="Platform">
|
||||
|
||||
<Update label="2026-04-11" description="Python v0.2.3 / Node v0.2.3">
|
||||
<Update label="2025-07-23" description="">
|
||||
|
||||
**Bug Fixes:**
|
||||
- **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))
|
||||
- **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:**
|
||||
- **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))
|
||||
- **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="2026-04-06" description="Python v0.2.2 / Node v0.2.2">
|
||||
<Update label="2025-07-17" description="">
|
||||
|
||||
**New Features:**
|
||||
- **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:**
|
||||
- **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="2026-04-03" description="Python v0.2.1 / Node v0.2.1">
|
||||
|
||||
**New Features:**
|
||||
- **Docs:** Comprehensive README with installation, usage examples, and purple branding ([#4680](https://github.com/mem0ai/mem0/pull/4680))
|
||||
|
||||
**Bug Fixes:**
|
||||
- **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="2026-04-02" description="Python v0.2.0 / Node v0.1.1">
|
||||
|
||||
**New Features:**
|
||||
- **`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:**
|
||||
- **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))
|
||||
- **UI:** New Settings Page
|
||||
- **Memory:** Duplicate memories entities support
|
||||
|
||||
**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))
|
||||
- **Performance:** Optimized semantic search and get_all APIs by eliminating N+1 queries
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-03-26" description="Python v0.1.0 / Node v0.1.0">
|
||||
<Update label="2025-07-16" description="">
|
||||
|
||||
**Initial Release — Official Mem0 CLI**
|
||||
**New Features:**
|
||||
- **Database:** Implemented read replica routing with enhanced logging and app-specific DB routing
|
||||
|
||||
A full-featured command-line interface for Mem0, available in both Python and Node.js:
|
||||
**Improvements:**
|
||||
- **Performance:** Improved query performance in search v2 and get all v2 endpoints
|
||||
|
||||
- **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))
|
||||
**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>
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="Plugins">
|
||||
<Tab title="Vercel AI SDK">
|
||||
|
||||
<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">
|
||||
<Update label="2025-12-26" description="v2.0.5">
|
||||
**Bug Fix:**
|
||||
- Removed unnecessary dependencies to make the package lighter.
|
||||
- **Vercel AI SDK:** Removed unnecessary dependencies to make the package lighter.
|
||||
</Update>
|
||||
|
||||
<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)
|
||||
|
||||
<Update label="2025-09-25" description="v2.0.4">
|
||||
**Bug Fix:**
|
||||
- Fixed version parameter to use V2 for addition (v2.0.4)
|
||||
- **Vercel AI SDK:** Fixed version parameter in the AI SDK to use V2 for addition.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-09-03" description="Vercel AI SDK v2.0.2">
|
||||
<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">
|
||||
**Bug Fix:**
|
||||
- Fixed streaming response in the AI SDK.
|
||||
- **Vercel AI SDK:** Fixed streaming response in the AI SDK.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-08-05" description="Vercel AI SDK v2.0.0 – v2.0.1">
|
||||
<Update label="2025-08-05" description="v2.0.1">
|
||||
**New Features:**
|
||||
- Migration to AI SDK V5 (v2.0.0)
|
||||
- Added `host` param to the config (v2.0.1)
|
||||
- **Vercel AI SDK:** Added a new param `host` to the config.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-06-15" description="Vercel AI SDK v1.0.6">
|
||||
<Update label="2025-08-05" description="v2.0.0">
|
||||
**New Features:**
|
||||
- Added `filter_memories` param.
|
||||
- **Vercel AI SDK:** Migration to AI SDK V5.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-23" description="Vercel AI SDK v1.0.5">
|
||||
<Update label="2025-06-15" description="v1.0.6">
|
||||
**New Features:**
|
||||
- Added support for Google provider.
|
||||
- **Vercel AI SDK:** Added param `filter_memories`.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-10" description="Vercel AI SDK v1.0.3 – v1.0.4">
|
||||
<Update label="2025-05-23" description="v1.0.5">
|
||||
**New Features:**
|
||||
- Added support for `output_format` param (v1.0.4)
|
||||
- **Vercel AI SDK:** Added support for Google provider.
|
||||
</Update>
|
||||
|
||||
<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:**
|
||||
- Added graceful failure handling when services are down (v1.0.3)
|
||||
- **Vercel AI SDK:** Added support for graceful failure in cases services are down.
|
||||
</Update>
|
||||
|
||||
<Update label="2025-05-01" description="Vercel AI SDK v1.0.1">
|
||||
<Update label="2025-05-01" description="v1.0.1">
|
||||
**New Features:**
|
||||
- Added support for graph memories.
|
||||
- **Vercel AI SDK:** Added support for graph memories
|
||||
</Update>
|
||||
|
||||
</Tab>
|
||||
|
||||
</Tabs>
|
||||
|
||||
@@ -1,102 +0,0 @@
|
||||
---
|
||||
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 90% 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%**
|
||||
- **90% 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>
|
||||
@@ -1,199 +0,0 @@
|
||||
---
|
||||
title: "OpenClaw"
|
||||
description: "Release notes for the OpenClaw plugin and agent harness."
|
||||
mode: "wide"
|
||||
---
|
||||
|
||||
<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>
|
||||
@@ -1,290 +0,0 @@
|
||||
---
|
||||
title: "Platform"
|
||||
description: "Release notes for the Mem0 hosted platform — backend, dashboard, billing, and infrastructure changes."
|
||||
mode: "wide"
|
||||
---
|
||||
|
||||
<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>
|
||||
|
||||
@@ -24,7 +24,6 @@ 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
|
||||
@@ -53,7 +52,6 @@ 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-5-mini",
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
temperature=0.2,
|
||||
max_tokens=2000
|
||||
)
|
||||
|
||||
@@ -16,7 +16,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "litellm",
|
||||
"config": {
|
||||
"model": "gpt-5-mini",
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"temperature": 0.2,
|
||||
"max_tokens": 2000,
|
||||
}
|
||||
|
||||
@@ -20,7 +20,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-5-mini",
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"temperature": 0.2,
|
||||
"max_tokens": 2000,
|
||||
}
|
||||
@@ -86,7 +86,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai_structured",
|
||||
"config": {
|
||||
"model": "gpt-5-mini",
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"temperature": 0.0,
|
||||
}
|
||||
}
|
||||
|
||||
@@ -91,7 +91,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-5-mini"
|
||||
"model": "gpt-4.1-nano-2025-04-14"
|
||||
}
|
||||
},
|
||||
"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", filters={"user_id": "test_user"})
|
||||
results = memory.search("test query", user_id="test_user")
|
||||
print(f"Prompt {i+1} results: {results}")
|
||||
```
|
||||
|
||||
|
||||
@@ -35,7 +35,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-5-mini"
|
||||
"model": "gpt-4.1-nano-2025-04-14"
|
||||
}
|
||||
},
|
||||
"reranker": {
|
||||
@@ -95,7 +95,7 @@ messages = [
|
||||
memory.add(messages, user_id="bob")
|
||||
|
||||
# Search with reranking
|
||||
results = memory.search("What is the user's profession?", filters={"user_id": "bob"})
|
||||
results = memory.search("What is the user's profession?", 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, filters={"user_id": "alice"}, rerank=True)
|
||||
result = m.search(query, 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?", filters={"user_id": "david"})
|
||||
results = memory.search("What programming topics is the user studying?", 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, filters={"user_id": user_id}, rerank=True)
|
||||
return m.search(query, 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, filters={"user_id": user_id}, rerank=False)
|
||||
return m.search(query, 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, filters={"user_id": user_id}, rerank=True)
|
||||
return self.primary.search(query, 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, filters={"user_id": user_id}, rerank=True)
|
||||
return self.fallback.search(query, 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, filters={"user_id": user_id}, rerank=False)
|
||||
return self.primary.search(query, 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?", filters={"user_id": "charlie"})
|
||||
results = memory.search("What books does the user like?", 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?", filters={"user_id": "alice"})
|
||||
results = memory.search("What Italian food does the user like?", 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, filters={"user_id": user_id})
|
||||
results = memory.search(query, 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, filters={"user_id": user_id})
|
||||
return self.memory.search(query, 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_chroma import Chroma
|
||||
from langchain_community.vectorstores 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?", filters={"user_id": "alice"})
|
||||
results = m.search("What kind of movies does Alice like?", 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", filters={"user_id": "alice"})
|
||||
results = m.search(query="sci-fi recommendations", user_id="alice")
|
||||
```
|
||||
|
||||
### Config
|
||||
|
||||
@@ -50,25 +50,4 @@ 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-5-mini",
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
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(filters={"user_id": user_id})
|
||||
return self.memory.get_all(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(filters={"user_id": "john"})
|
||||
memories = m.get_all(user_id="john")
|
||||
```
|
||||
|
||||
## Key Points
|
||||
|
||||
@@ -47,7 +47,7 @@ ${memoriesStr}`;
|
||||
];
|
||||
|
||||
const response = await openaiClient.chat.completions.create({
|
||||
model: "gpt-5-mini",
|
||||
model: "gpt-4.1-nano-2025-04-14",
|
||||
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 <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 API Dashboard</a>.
|
||||
You can obtain your `MEM0_API_KEY` by signing up at [Mem0 API Dashboard](https://app.mem0.ai/dashboard/api-keys).
|
||||
|
||||
5. Start the development server:
|
||||
```bash
|
||||
|
||||
@@ -36,7 +36,7 @@ config = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {
|
||||
"model": "gpt-5-mini",
|
||||
"model": "gpt-4.1-nano-2025-04-14",
|
||||
"temperature": 0.1,
|
||||
"max_tokens": 2000,
|
||||
}
|
||||
@@ -77,7 +77,7 @@ class PersonalTravelAssistant:
|
||||
|
||||
# Generate response using Responses API
|
||||
response = self.client.responses.create(
|
||||
model="gpt-5-mini",
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
input=prompt
|
||||
)
|
||||
|
||||
@@ -89,11 +89,11 @@ class PersonalTravelAssistant:
|
||||
return answer
|
||||
|
||||
def get_memories(self, user_id):
|
||||
memories = self.memory.get_all(filters={"user_id": user_id})
|
||||
memories = self.memory.get_all(user_id=user_id)
|
||||
return [m['memory'] for m in memories['results']]
|
||||
|
||||
def search_memories(self, query, user_id):
|
||||
memories = self.memory.search(query, filters={"user_id": user_id})
|
||||
memories = self.memory.search(query, user_id=user_id)
|
||||
return [m['memory'] for m in memories['results']]
|
||||
|
||||
# Usage example
|
||||
@@ -143,7 +143,7 @@ class PersonalTravelAssistant:
|
||||
|
||||
# Generate response using gpt-4.1-nano
|
||||
response = self.client.chat.completions.create(
|
||||
model="gpt-5-mini",
|
||||
model="gpt-4.1-nano-2025-04-14"2025-04-14",
|
||||
messages=self.messages
|
||||
)
|
||||
answer = response.choices[0].message.content
|
||||
|
||||
@@ -126,15 +126,16 @@ async def search_memories(
|
||||
print(f"Finding memories related to: {query}")
|
||||
results = await mem0_client.search(
|
||||
query,
|
||||
filters={"user_id": USER_ID},
|
||||
top_k=5,
|
||||
user_id=USER_ID,
|
||||
limit=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)
|
||||
```
|
||||
@@ -160,7 +161,7 @@ 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-5-mini",
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
tools=[save_memories, search_memories],
|
||||
)
|
||||
|
||||
@@ -341,15 +342,16 @@ async def search_memories(
|
||||
print(f"Finding memories related to: {query}")
|
||||
results = await mem0_client.search(
|
||||
query,
|
||||
filters={"user_id": USER_ID},
|
||||
top_k=5,
|
||||
user_id=USER_ID,
|
||||
limit=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)
|
||||
|
||||
@@ -366,7 +368,7 @@ 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-5-mini",
|
||||
model="gpt-4.1-nano-2025-04-14",
|
||||
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, filters={"user_id": user_id}, top_k=5)
|
||||
memories = mem0_client.search(user_input, user_id=user_id, limit=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, filters={"user_id": user_id}, top_k=5)
|
||||
memories = memory.search(user_input, user_id=user_id, limit=5)
|
||||
context = "\n".join(m["memory"] for m in memories["results"])
|
||||
|
||||
# Call LLM with memory context (Ollama via OpenAI-compatible API)
|
||||
@@ -319,7 +319,7 @@ print([m["memory"] for m in memories["results"]])
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memories = memory.get_all(filters={"user_id": "max"})
|
||||
memories = memory.get_all(user_id="max")
|
||||
print([m["memory"] for m in memories["results"]])
|
||||
# Output: ["Max wants to run marathon under 4 hours", "hey", "lol ok", "cool thanks", "gtg bye"]
|
||||
```
|
||||
@@ -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(filters={"user_id": "max"})
|
||||
memories = memory.get_all(user_id="max")
|
||||
print([m["memory"] for m in memories["results"]])
|
||||
# Output: ["Max wants to run marathon under 4 hours", "Max prefers trail running over roads"]
|
||||
```
|
||||
@@ -446,7 +446,7 @@ Retrieve agent style alongside user memories:
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
# Get coach personality
|
||||
agent_memories = mem0_client.search("coaching style", filters={"agent_id": "ray_coach"})
|
||||
agent_memories = mem0_client.search("coaching style", 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", filters={"agent_id": "ray_coach"})
|
||||
agent_memories = memory.search("coaching style", agent_id="ray_coach")
|
||||
# Output: ["Max wants direct, data-driven feedback. Skip motivational language."]
|
||||
|
||||
# Store conversations with agent_id
|
||||
@@ -706,13 +706,13 @@ memory.add(
|
||||
<Tabs>
|
||||
<Tab title="Platform">
|
||||
```python
|
||||
memories = mem0_client.search("training plan", filters={"user_id": "max"}, top_k=5)
|
||||
memories = mem0_client.search("training plan", user_id="max", limit=5)
|
||||
# Gets: marathon goal, trail preference, ankle injury (if still valid)
|
||||
```
|
||||
</Tab>
|
||||
<Tab title="Open Source">
|
||||
```python
|
||||
memories = memory.search("training plan", filters={"user_id": "max"}, top_k=5)
|
||||
memories = memory.search("training plan", user_id="max", limit=5)
|
||||
# Gets: marathon goal, trail preference, ankle injury (if still valid / not pruned)
|
||||
```
|
||||
</Tab>
|
||||
@@ -806,7 +806,7 @@ 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(filters={"user_id": "max"})
|
||||
memories = memory.get_all(user_id="max")
|
||||
goal_memory = [m for m in memories["results"] if "sub-4" in m["memory"]][0]
|
||||
|
||||
# Update it
|
||||
|
||||
@@ -38,7 +38,7 @@ client = MemoryClient(api_key="your-api-key")
|
||||
```
|
||||
|
||||
<Note>
|
||||
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.
|
||||
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.
|
||||
</Note>
|
||||
|
||||
---
|
||||
|
||||
@@ -17,7 +17,7 @@ from mem0 import MemoryClient
|
||||
client = MemoryClient(api_key="m0-...")
|
||||
```
|
||||
|
||||
Grab an API key from the <a href="https://app.mem0.ai/" rel="nofollow">Mem0 dashboard</a> to get started.
|
||||
Grab an API key from the <Link href="https://app.mem0.ai/">Mem0 dashboard</Link> 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 <a href="https://app.mem0.ai" rel="nofollow">dashboard</a> if export operations fail with authentication errors.
|
||||
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.
|
||||
</Note>
|
||||
|
||||
Let's add some sample memories to work with:
|
||||
|
||||
@@ -0,0 +1,70 @@
|
||||
---
|
||||
title: Browser Extension Memory
|
||||
description: "Add Mem0's universal memory layer to Chrome chat surfaces."
|
||||
---
|
||||
|
||||
|
||||
Enhance your AI interactions with Mem0, a Chrome extension that introduces a universal memory layer across platforms like ChatGPT, Claude, and Perplexity. Mem0 ensures seamless context sharing, making your AI experiences more personalized and efficient.
|
||||
|
||||
<Note>
|
||||
We now support Grok! The Mem0 Chrome Extension has been updated to work with Grok, bringing the same powerful memory capabilities to your Grok conversations.
|
||||
</Note>
|
||||
|
||||
|
||||
## Features
|
||||
|
||||
- **Universal Memory Layer**: Share context seamlessly across ChatGPT, Claude, Perplexity, and Grok.
|
||||
- **Smart Context Detection**: Automatically captures relevant information from your conversations.
|
||||
- **Intelligent Memory Retrieval**: Surfaces pertinent memories at the right time.
|
||||
- **One-Click Sync**: Easily synchronize with existing ChatGPT memories.
|
||||
- **Memory Dashboard**: Manage all your memories in one centralized location.
|
||||
|
||||
## Installation
|
||||
|
||||
You can install the Mem0 Chrome Extension using one of the following methods:
|
||||
|
||||
### Method 1: Chrome Web Store Installation
|
||||
|
||||
1. **Download the Extension**: Open Google Chrome and navigate to the [Mem0 Chrome Extension page](https://chromewebstore.google.com/detail/mem0/onihkkbipkfeijkadecaafbgagkhglop?hl=en).
|
||||
2. **Add to Chrome**: Click on the "Add to Chrome" button.
|
||||
3. **Confirm Installation**: In the pop-up dialog, click "Add extension" to confirm. The Mem0 icon should now appear in your Chrome toolbar.
|
||||
|
||||
### Method 2: Manual Installation
|
||||
|
||||
1. **Download the Extension**: Clone or download the extension files from the [Mem0 Chrome Extension GitHub repository](https://github.com/mem0ai/mem0-chrome-extension).
|
||||
2. **Access Chrome Extensions**: Open Google Chrome and navigate to `chrome://extensions`.
|
||||
3. **Enable Developer Mode**: Toggle the "Developer mode" switch in the top right corner.
|
||||
4. **Load Unpacked Extension**: Click "Load unpacked" and select the directory containing the extension files.
|
||||
5. **Confirm Installation**: The Mem0 Chrome Extension should now appear in your Chrome toolbar.
|
||||
|
||||
## Usage
|
||||
|
||||
1. **Locate the Mem0 Icon**: After installation, find the Mem0 icon in your Chrome toolbar.
|
||||
2. **Sign In**: Click the icon and sign in with your Google account.
|
||||
3. **Interact with AI Assistants**:
|
||||
- **ChatGPT and Perplexity**: Continue your conversations as usual; Mem0 operates seamlessly in the background.
|
||||
- **Claude**: Click the Mem0 button or use the shortcut `Ctrl + M` to activate memory functions.
|
||||
|
||||
## Configuration
|
||||
|
||||
- **API Key**: Obtain your API key from the Mem0 Dashboard to connect the extension to the Mem0 API.
|
||||
- **User ID**: This is your unique identifier in the Mem0 system. If not provided, it defaults to `chrome-extension-user`.
|
||||
|
||||
## Demo Video
|
||||
|
||||
<iframe width="700" height="400" src="https://www.youtube.com/embed/dqenCMMlfwQ?si=zhGVrkq6IS_0Jwyj" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
|
||||
|
||||
## Privacy and Data Security
|
||||
|
||||
Your messages are sent to the Mem0 API for extracting and retrieving memories. Mem0 is committed to ensuring your data's privacy and security.
|
||||
|
||||
---
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Build a Mem0 Companion" icon="users" href="/cookbooks/essentials/building-ai-companion">
|
||||
Learn the foundations of memory-powered assistants that work across platforms.
|
||||
</Card>
|
||||
<Card title="Multimodal Support" icon="image" href="/platform/features/multimodal-support">
|
||||
Extend your browser interactions with vision and audio memory.
|
||||
</Card>
|
||||
</CardGroup>
|
||||
@@ -55,7 +55,7 @@ GEMINI_API_KEY=your-gemini-api-key-here
|
||||
```
|
||||
|
||||
<Note>
|
||||
Ensure you have your Mem0 API key from the <a href="https://app.mem0.ai" rel="nofollow">Mem0 Dashboard</a> and your Gemini API key from the [Google AI Studio](https://ai.studio/app/api-keys).
|
||||
Ensure you have your Mem0 API key from the [Mem0 Dashboard](https://app.mem0.ai) and your Gemini API key from the [Google AI Studio](https://ai.studio/app/api-keys).
|
||||
</Note>
|
||||
|
||||
## Gemini Memory Agent
|
||||
|
||||
@@ -41,7 +41,7 @@ Set up your environment variables:
|
||||
- `MEM0_API_KEY`: Your Mem0 Platform API key
|
||||
- `OPENAI_API_KEY`: Your OpenAI API key
|
||||
|
||||
You can obtain your Mem0 Platform API key from the <a href="https://app.mem0.ai" rel="nofollow">Mem0 Platform</a>.
|
||||
You can obtain your Mem0 Platform API key from the [Mem0 Platform](https://app.mem0.ai).
|
||||
|
||||
## Complete Implementation
|
||||
|
||||
@@ -83,7 +83,7 @@ class MultiAgentLearningSystem:
|
||||
|
||||
def __init__(self, student_id: str):
|
||||
self.student_id = student_id
|
||||
self.llm = OpenAI(model="gpt-5-mini", temperature=0.2)
|
||||
self.llm = OpenAI(model="gpt-4.1-nano-2025-04-14", temperature=0.2)
|
||||
|
||||
# Memory context for this student
|
||||
self.memory_context = {"user_id": student_id, "app": "learning_assistant"}
|
||||
@@ -357,7 +357,7 @@ Based on our previous session, I remember we covered Vision Language Models and
|
||||
## Help & Resources
|
||||
|
||||
- [LlamaIndex Agent Workflows](https://docs.llamaindex.ai/en/stable/use_cases/agents/)
|
||||
- <a href="https://app.mem0.ai/" rel="nofollow">Mem0 Platform</a>
|
||||
- [Mem0 Platform](https://app.mem0.ai/)
|
||||
|
||||
---
|
||||
|
||||
|
||||
@@ -22,10 +22,10 @@ import os
|
||||
from llama_index.llms.openai import OpenAI
|
||||
|
||||
os.environ["OPENAI_API_KEY"] = "<your-openai-api-key>"
|
||||
llm = OpenAI(model="gpt-5-mini")
|
||||
llm = OpenAI(model="gpt-4.1-nano-2025-04-14")
|
||||
```
|
||||
|
||||
Initialize the Mem0 client. You can find your API key <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">here</a>. Read about Mem0 [Open Source](https://docs.mem0.ai/open-source/overview).
|
||||
Initialize the Mem0 client. You can find your API key [here](https://app.mem0.ai/dashboard/api-keys). Read about Mem0 [Open Source](https://docs.mem0.ai/open-source/overview).
|
||||
```python
|
||||
os.environ["MEM0_API_KEY"] = "<your-mem0-api-key>"
|
||||
|
||||
|
||||
@@ -0,0 +1,766 @@
|
||||
---
|
||||
title: MiroFish Swarm Memory
|
||||
description: "Build a multi-agent swarm simulation with graph-powered memory using Mem0 and MiroFish patterns."
|
||||
---
|
||||
|
||||
<Snippet file="blank-notif.mdx" />
|
||||
|
||||
Build a multi-agent swarm simulation with graph-powered memory using Mem0 OSS and [MiroFish](https://github.com/666ghj/MiroFish) patterns. MiroFish is a graph-centric system — it extracts entities and relationships from documents, builds a knowledge graph, and queries it throughout its pipeline. Mem0's Graph Memory is a natural replacement for its Zep Cloud integration.
|
||||
|
||||
<Note>
|
||||
This cookbook demonstrates the **core memory patterns** using a simplified simulation. MiroFish's actual architecture uses a factory pattern (`memory_factory.py`) with abstract providers, batch buffering with retries in `ZepGraphMemoryUpdater`, and IPC-based agent interviews. This cookbook focuses on the Mem0 API integration points — wrap these calls in your own retry/batch logic for production use.
|
||||
</Note>
|
||||
|
||||
## Overview
|
||||
|
||||
This cookbook implements a **Housing Policy Prediction Simulation** following MiroFish's five-stage workflow:
|
||||
|
||||
1. **Graph Building** — Ingest seed documents, extract entities and relationships
|
||||
2. **Environment Setup** — Query the knowledge graph to enrich agent profiles
|
||||
3. **Simulation** — Track agent interactions with per-agent memory isolation
|
||||
4. **Report Generation** — Semantic search + graph traversal for analysis
|
||||
5. **Deep Interaction** — Query post-simulation memory and relationships (MiroFish also supports live agent interviews via IPC — not covered here)
|
||||
|
||||
Three agents debate a housing policy reform:
|
||||
- **Mayor Chen** — Policy advocate pushing for zoning reform
|
||||
- **Wang (Homeowner)** — Opposition leader organizing resistance
|
||||
- **Professor Li** — Academic providing data-driven analysis
|
||||
|
||||
## Prerequisites
|
||||
|
||||
```bash
|
||||
pip install "mem0ai[graph]"
|
||||
```
|
||||
|
||||
You need a graph backend. Choose one:
|
||||
|
||||
| Backend | Setup | Best for |
|
||||
|---|---|---|
|
||||
| **Neo4j Aura** (free tier) | [Sign up](https://neo4j.com/product/auradb/), get Bolt URI | Production, closest to Zep |
|
||||
| **Neo4j Docker** | `docker run -p 7687:7687 -e NEO4J_AUTH=neo4j/password neo4j:5` | Local development |
|
||||
| **Kuzu** (embedded) | No setup needed — runs in-process | Quick testing, zero dependencies |
|
||||
|
||||
```bash
|
||||
export OPENAI_API_KEY="sk-..."
|
||||
|
||||
# Option A: Neo4j Docker (local development)
|
||||
docker run -p 7687:7687 -e NEO4J_AUTH=neo4j/password neo4j:5
|
||||
export NEO4J_URL="neo4j://localhost:7687"
|
||||
export NEO4J_USERNAME="neo4j"
|
||||
export NEO4J_PASSWORD="password"
|
||||
|
||||
# Option B: Neo4j Aura (production — free tier available)
|
||||
export NEO4J_URL="neo4j+s://<your-instance>.databases.neo4j.io"
|
||||
export NEO4J_USERNAME="neo4j"
|
||||
export NEO4J_PASSWORD="your-aura-password"
|
||||
|
||||
# Option C: Kuzu (zero setup — auto-detected when NEO4J_URL is not set)
|
||||
# No exports needed
|
||||
```
|
||||
|
||||
## Complete Implementation
|
||||
|
||||
```python
|
||||
"""
|
||||
MiroFish Swarm Prediction Simulation with Mem0 Graph Memory
|
||||
|
||||
MiroFish uses Zep Cloud as its knowledge graph backend. This implementation
|
||||
replaces Zep with Mem0 OSS Graph Memory, which provides:
|
||||
- Automatic entity extraction from text
|
||||
- Relationship mining (source → relationship → destination triples)
|
||||
- Combined vector + graph search returning memories AND relations
|
||||
- Per-agent isolation via run_id
|
||||
- Self-hosted with no node caps
|
||||
|
||||
Follows MiroFish's 5-stage pipeline:
|
||||
1. Graph Building - Ingest seed documents, extract entities
|
||||
2. Environment Setup - Query graph to enrich agent profiles
|
||||
3. Simulation - Track agent actions with per-agent isolation
|
||||
4. Report Generation - Semantic + graph search for analysis
|
||||
5. Deep Interaction - Query post-simulation knowledge graph
|
||||
|
||||
Run:
|
||||
export OPENAI_API_KEY="sk-..."
|
||||
export NEO4J_URL="neo4j://localhost:7687"
|
||||
export NEO4J_USERNAME="neo4j"
|
||||
export NEO4J_PASSWORD="password"
|
||||
python mirofish_swarm_memory.py
|
||||
"""
|
||||
|
||||
import os
|
||||
import time
|
||||
from mem0 import Memory
|
||||
|
||||
|
||||
# ======================================================================
|
||||
# MiroFish Agent Action Types (matches OASIS simulation output)
|
||||
# ======================================================================
|
||||
|
||||
# Twitter actions
|
||||
TWITTER_ACTIONS = [
|
||||
"CREATE_POST", "LIKE_POST", "REPOST", "FOLLOW",
|
||||
"DO_NOTHING", "QUOTE_POST",
|
||||
]
|
||||
|
||||
# Reddit actions (superset — includes moderation + discovery)
|
||||
REDDIT_ACTIONS = [
|
||||
"LIKE_POST", "DISLIKE_POST", "CREATE_POST", "CREATE_COMMENT",
|
||||
"LIKE_COMMENT", "DISLIKE_COMMENT", "SEARCH_POSTS", "SEARCH_USER",
|
||||
"TREND", "REFRESH", "DO_NOTHING", "FOLLOW", "MUTE",
|
||||
]
|
||||
|
||||
# Combined (DO_NOTHING is skipped during memory storage)
|
||||
MIROFISH_ACTIONS = list(set(TWITTER_ACTIONS + REDDIT_ACTIONS) - {"DO_NOTHING"})
|
||||
|
||||
|
||||
# ======================================================================
|
||||
# Graph Memory Configuration
|
||||
# ======================================================================
|
||||
|
||||
def build_config():
|
||||
"""Build Mem0 config with Graph Memory.
|
||||
|
||||
Uses Neo4j if credentials are set, otherwise falls back to Kuzu (embedded).
|
||||
"""
|
||||
neo4j_url = os.environ.get("NEO4J_URL")
|
||||
|
||||
# Shared config for LLM, embedder, and vector store
|
||||
base = {
|
||||
"llm": {
|
||||
"provider": "openai",
|
||||
"config": {"model": "gpt-4o-mini", "temperature": 0.1}
|
||||
},
|
||||
"embedder": {
|
||||
"provider": "openai",
|
||||
"config": {"model": "text-embedding-3-small", "embedding_dims": 1536}
|
||||
},
|
||||
"vector_store": {
|
||||
"provider": "qdrant",
|
||||
"config": {
|
||||
"collection_name": "mirofish",
|
||||
"embedding_model_dims": 1536,
|
||||
}
|
||||
},
|
||||
}
|
||||
|
||||
custom_prompt = (
|
||||
"Extract all people, organizations, policies, locations, "
|
||||
"and their relationships. Capture support/opposition stances, "
|
||||
"affiliations, and quantitative claims."
|
||||
)
|
||||
|
||||
if neo4j_url:
|
||||
base["graph_store"] = {
|
||||
"provider": "neo4j",
|
||||
"config": {
|
||||
"url": neo4j_url,
|
||||
"username": os.environ.get("NEO4J_USERNAME", "neo4j"),
|
||||
"password": os.environ.get("NEO4J_PASSWORD", "password"),
|
||||
},
|
||||
"custom_prompt": custom_prompt,
|
||||
}
|
||||
else:
|
||||
# Fallback: Kuzu embedded (no external services needed)
|
||||
print(" NEO4J_URL not set — using Kuzu (embedded) graph store")
|
||||
base["graph_store"] = {
|
||||
"provider": "kuzu",
|
||||
"config": {"db": "/tmp/mirofish_graph.kuzu"},
|
||||
"custom_prompt": custom_prompt,
|
||||
}
|
||||
|
||||
return base
|
||||
|
||||
|
||||
# ======================================================================
|
||||
# Simulation Engine
|
||||
# ======================================================================
|
||||
|
||||
class MiroFishSimulation:
|
||||
"""
|
||||
Multi-agent simulation with graph-powered memory.
|
||||
|
||||
Uses Mem0 Graph Memory to replace MiroFish's Zep Cloud integration:
|
||||
- Entities and relationships are extracted automatically from text
|
||||
- search() returns both semantic memories AND graph relations
|
||||
- Per-agent isolation via run_id
|
||||
- Project isolation via user_id
|
||||
"""
|
||||
|
||||
def __init__(self, project_id: str, config: dict):
|
||||
self.project_id = project_id
|
||||
self.memory = Memory.from_config(config)
|
||||
self.stats = {
|
||||
"documents_ingested": 0,
|
||||
"activities_recorded": 0,
|
||||
"rounds_completed": 0,
|
||||
}
|
||||
|
||||
# ------------------------------------------------------------------
|
||||
# Stage 1: Graph Building — Seed Document Ingestion
|
||||
# ------------------------------------------------------------------
|
||||
|
||||
def ingest_documents(self, documents: list[str]):
|
||||
"""Ingest seed documents and extract entities + relationships.
|
||||
|
||||
MiroFish equivalent: GraphBuilderService.build_graph()
|
||||
Zep equivalent: graph.add_batch() with episode polling
|
||||
|
||||
With Mem0 Graph Memory, each document is processed by the LLM
|
||||
to extract entities (people, orgs, policies) and relationships
|
||||
(supports, opposes, filed). These become nodes and edges in the
|
||||
graph store, alongside vector embeddings for semantic search.
|
||||
"""
|
||||
print(" Ingesting documents and building knowledge graph...")
|
||||
for i, doc in enumerate(documents):
|
||||
result = self.memory.add(
|
||||
[{"role": "user", "content": doc}],
|
||||
user_id=self.project_id,
|
||||
metadata={"stage": "graph_building", "source": "seed_document", "chunk_index": i}
|
||||
)
|
||||
# Graph Memory returns extracted relations
|
||||
relations = result.get("relations", {})
|
||||
added = relations.get("added_entities", [])
|
||||
if added:
|
||||
print(f" Doc {i}: extracted {len(added)} entities/relations")
|
||||
|
||||
self.stats["documents_ingested"] = len(documents)
|
||||
print(f" Ingested {len(documents)} documents")
|
||||
|
||||
# ------------------------------------------------------------------
|
||||
# Stage 2: Environment Setup — Agent Profile Enrichment
|
||||
# ------------------------------------------------------------------
|
||||
|
||||
def enrich_agent_profile(self, agent_name: str, persona_query: str) -> dict:
|
||||
"""Search memory + graph for context relevant to an agent's persona.
|
||||
|
||||
MiroFish equivalent: OasisProfileGenerator using graph.search()
|
||||
|
||||
Returns both semantic memories and graph relations that can be
|
||||
injected into the agent's system prompt.
|
||||
"""
|
||||
results = self.memory.search(
|
||||
persona_query,
|
||||
user_id=self.project_id,
|
||||
limit=10
|
||||
)
|
||||
facts = [r["memory"] for r in results.get("results", [])]
|
||||
relations = results.get("relations", [])
|
||||
|
||||
print(f" {agent_name}: {len(facts)} facts, {len(relations)} relations")
|
||||
return {"facts": facts, "relations": relations}
|
||||
|
||||
# ------------------------------------------------------------------
|
||||
# Stage 3: Simulation — Agent Activity Tracking
|
||||
# ------------------------------------------------------------------
|
||||
|
||||
def record_action(self, agent_id: str, agent_name: str,
|
||||
action_type: str, content: str,
|
||||
platform: str, round_num: int):
|
||||
"""Record a single agent action as a memory with graph extraction.
|
||||
|
||||
MiroFish equivalent: ZepGraphMemoryUpdater.add_activity()
|
||||
Zep equivalent: graph.add(type="text", data=episode_text)
|
||||
|
||||
Agent memories use run_id to group by agent (no assistant
|
||||
memories involved). Graph Memory extracts entities/relationships
|
||||
from the action content automatically.
|
||||
"""
|
||||
formatted = f"{agent_name} [{action_type}]: {content}"
|
||||
|
||||
self.memory.add(
|
||||
[{"role": "user", "content": formatted}],
|
||||
run_id=agent_id,
|
||||
metadata={
|
||||
"action_type": action_type,
|
||||
"platform": platform,
|
||||
"round": round_num,
|
||||
"agent_name": agent_name,
|
||||
}
|
||||
)
|
||||
self.stats["activities_recorded"] += 1
|
||||
|
||||
def run_round(self, round_num: int, activities: list[tuple]):
|
||||
"""Execute one simulation round."""
|
||||
print(f" Round {round_num}: {len(activities)} actions")
|
||||
for agent_id, agent_name, action_type, content, platform in activities:
|
||||
self.record_action(agent_id, agent_name, action_type, content, platform, round_num)
|
||||
self.stats["rounds_completed"] = max(self.stats["rounds_completed"], round_num)
|
||||
|
||||
def recall_agent_memory(self, agent_id: str, query: str) -> dict:
|
||||
"""Agent recalls its own memories mid-simulation.
|
||||
|
||||
Searches by run_id to match the scope used during add().
|
||||
"""
|
||||
results = self.memory.search(
|
||||
query,
|
||||
run_id=agent_id,
|
||||
limit=5
|
||||
)
|
||||
return {
|
||||
"memories": [r["memory"] for r in results.get("results", [])],
|
||||
"relations": results.get("relations", []),
|
||||
}
|
||||
|
||||
# ------------------------------------------------------------------
|
||||
# Stage 4: Report Generation — Semantic + Graph Retrieval
|
||||
# ------------------------------------------------------------------
|
||||
|
||||
def quick_search(self, query: str, limit: int = 10) -> dict:
|
||||
"""Semantic search + graph relations across all agents.
|
||||
|
||||
MiroFish equivalent: ZepToolsService.quick_search()
|
||||
Returns both vector-matched memories and related graph triples.
|
||||
"""
|
||||
results = self.memory.search(
|
||||
query,
|
||||
user_id=self.project_id,
|
||||
limit=limit
|
||||
)
|
||||
return {
|
||||
"memories": [r["memory"] for r in results.get("results", [])],
|
||||
"relations": results.get("relations", []),
|
||||
}
|
||||
|
||||
def panorama_search(self) -> dict:
|
||||
"""Retrieve all memories + all graph relations.
|
||||
|
||||
MiroFish equivalent: ZepToolsService.panorama_search()
|
||||
Returns the complete knowledge state for report generation.
|
||||
"""
|
||||
results = self.memory.get_all(user_id=self.project_id)
|
||||
return {
|
||||
"memories": [r["memory"] for r in results.get("results", [])],
|
||||
"relations": results.get("relations", []),
|
||||
}
|
||||
|
||||
def agent_search(self, agent_id: str, query: str, limit: int = 10) -> dict:
|
||||
"""Search within a single agent's memory space."""
|
||||
results = self.memory.search(
|
||||
query,
|
||||
run_id=agent_id,
|
||||
limit=limit
|
||||
)
|
||||
return {
|
||||
"memories": [r["memory"] for r in results.get("results", [])],
|
||||
"relations": results.get("relations", []),
|
||||
}
|
||||
|
||||
# ------------------------------------------------------------------
|
||||
# Cleanup
|
||||
# ------------------------------------------------------------------
|
||||
|
||||
def cleanup(self):
|
||||
"""Delete all memories and graph data for this simulation."""
|
||||
self.memory.delete_all(user_id=self.project_id)
|
||||
print(f" Cleaned up all memories for {self.project_id}")
|
||||
|
||||
|
||||
# ======================================================================
|
||||
# Run the full 5-stage pipeline
|
||||
# ======================================================================
|
||||
|
||||
def main():
|
||||
project_id = f"mirofish_housing_{int(time.time())}"
|
||||
config = build_config()
|
||||
sim = MiroFishSimulation(project_id=project_id, config=config)
|
||||
|
||||
# ==================================================================
|
||||
# STAGE 1: Graph Building — Ingest seed documents
|
||||
# ==================================================================
|
||||
print("=" * 60)
|
||||
print("STAGE 1: Graph Building")
|
||||
print("=" * 60)
|
||||
|
||||
sim.ingest_documents([
|
||||
"The city council proposed a new zoning reform allowing higher "
|
||||
"density housing in suburban areas. Mayor Chen expressed strong "
|
||||
"support, citing a 40% housing shortage affecting young professionals. "
|
||||
"The reform would allow buildings up to 8 stories in previously "
|
||||
"restricted 3-story zones.",
|
||||
|
||||
"Local homeowners association president Wang opposes the reform, "
|
||||
"arguing it will decrease property values by 15-20%. The association "
|
||||
"represents 5,000 homeowners in the affected districts. Wang has "
|
||||
"organized three community meetings and collected 2,000 signatures.",
|
||||
|
||||
"Professor Li from Beijing University published research showing "
|
||||
"similar reforms in Shenzhen led to 15% price drops in existing "
|
||||
"homes but created 30% more affordable housing units within 3 years. "
|
||||
"The study covered 12 districts and 50,000 housing units.",
|
||||
])
|
||||
|
||||
# ==================================================================
|
||||
# STAGE 2: Environment Setup — Enrich agent profiles
|
||||
# ==================================================================
|
||||
print("\n" + "=" * 60)
|
||||
print("STAGE 2: Environment Setup")
|
||||
print("=" * 60)
|
||||
|
||||
mayor_context = sim.enrich_agent_profile(
|
||||
"Mayor Chen",
|
||||
"Mayor Chen housing reform zoning policy"
|
||||
)
|
||||
wang_context = sim.enrich_agent_profile(
|
||||
"Wang",
|
||||
"Wang homeowner opposition property values petition"
|
||||
)
|
||||
li_context = sim.enrich_agent_profile(
|
||||
"Professor Li",
|
||||
"Professor Li research housing data Shenzhen"
|
||||
)
|
||||
|
||||
print("\n Example profile context for Mayor Chen:")
|
||||
for fact in mayor_context["facts"][:3]:
|
||||
print(f" Fact: {fact}")
|
||||
for rel in mayor_context["relations"][:3]:
|
||||
src = rel.get("source", "?")
|
||||
edge = rel.get("relationship", "?")
|
||||
dst = rel.get("destination", rel.get("target", "?"))
|
||||
print(f" Relation: {src} --[{edge}]--> {dst}")
|
||||
|
||||
# ==================================================================
|
||||
# STAGE 3: Simulation — Run agent interactions
|
||||
# ==================================================================
|
||||
print("\n" + "=" * 60)
|
||||
print("STAGE 3: Simulation")
|
||||
print("=" * 60)
|
||||
|
||||
# Round 1: Opening statements
|
||||
sim.run_round(1, [
|
||||
("mayor_chen", "Mayor Chen", "CREATE_POST",
|
||||
"This reform will create 10,000 new housing units by 2028. "
|
||||
"Young families deserve affordable homes. #HousingForAll",
|
||||
"twitter"),
|
||||
|
||||
("wang_homeowner", "Wang", "CREATE_POST",
|
||||
"Our property values will plummet! The council ignores the "
|
||||
"voices of 5,000 homeowners. #StopTheReform",
|
||||
"twitter"),
|
||||
|
||||
("prof_li", "Professor Li", "CREATE_POST",
|
||||
"New analysis: Shenzhen zoning data shows net positive outcomes "
|
||||
"after 3 years. Short-term pain, long-term gain for housing equity.",
|
||||
"twitter"),
|
||||
])
|
||||
|
||||
# Round 2: Debate and interaction
|
||||
sim.run_round(2, [
|
||||
("wang_homeowner", "Wang", "CREATE_COMMENT",
|
||||
"Replied to Professor Li: 'Shenzhen is a tier-1 city with "
|
||||
"completely different dynamics. Your comparison is misleading.'",
|
||||
"twitter"),
|
||||
|
||||
("mayor_chen", "Mayor Chen", "LIKE_POST",
|
||||
"Liked Professor Li's post about Shenzhen housing data.",
|
||||
"twitter"),
|
||||
|
||||
("prof_li", "Professor Li", "CREATE_COMMENT",
|
||||
"Replied to Wang: 'The methodology controls for city tier "
|
||||
"and population density. I invite you to review the full dataset.'",
|
||||
"twitter"),
|
||||
|
||||
("mayor_chen", "Mayor Chen", "CREATE_POST",
|
||||
"Data from @ProfLi confirms what we've been saying: zoning "
|
||||
"reform works. Let's move forward with evidence, not fear.",
|
||||
"twitter"),
|
||||
])
|
||||
|
||||
# Round 3: Escalation and platform expansion
|
||||
sim.run_round(3, [
|
||||
("wang_homeowner", "Wang", "CREATE_POST",
|
||||
"Filing formal petition with 3,000 signatures against the "
|
||||
"zoning reform. Council meeting next Tuesday. All homeowners "
|
||||
"must attend!",
|
||||
"reddit"),
|
||||
|
||||
("mayor_chen", "Mayor Chen", "CREATE_POST",
|
||||
"Announcing public town hall on zoning reform this Saturday. "
|
||||
"All voices welcome. Data-driven decisions benefit everyone.",
|
||||
"twitter"),
|
||||
|
||||
("prof_li", "Professor Li", "CREATE_POST",
|
||||
"Published full dataset and methodology on my university page. "
|
||||
"Transparency is essential for informed public debate.",
|
||||
"twitter"),
|
||||
|
||||
("wang_homeowner", "Wang", "FOLLOW",
|
||||
"Followed @MayorChen to monitor policy updates.",
|
||||
"twitter"),
|
||||
])
|
||||
|
||||
# Mid-simulation: agent recalls own memory + graph
|
||||
print("\n Mid-simulation recall for Mayor Chen:")
|
||||
mayor_recall = sim.recall_agent_memory(
|
||||
"mayor_chen",
|
||||
"What positions have I taken on housing reform?"
|
||||
)
|
||||
for mem in mayor_recall["memories"]:
|
||||
print(f" Memory: {mem}")
|
||||
for rel in mayor_recall["relations"][:3]:
|
||||
src = rel.get("source", "?")
|
||||
edge = rel.get("relationship", "?")
|
||||
dst = rel.get("destination", rel.get("target", "?"))
|
||||
print(f" Relation: {src} --[{edge}]--> {dst}")
|
||||
|
||||
# ==================================================================
|
||||
# STAGE 4: Report Generation — Retrieve memories + graph for analysis
|
||||
# ==================================================================
|
||||
print("\n" + "=" * 60)
|
||||
print("STAGE 4: Report Generation")
|
||||
print("=" * 60)
|
||||
|
||||
# Quick search: targeted query
|
||||
print("\n Quick Search: 'opposition to housing reform'")
|
||||
opposition = sim.quick_search("opposition to housing reform", limit=5)
|
||||
for mem in opposition["memories"]:
|
||||
print(f" Memory: {mem}")
|
||||
for rel in opposition["relations"][:3]:
|
||||
src = rel.get("source", "?")
|
||||
edge = rel.get("relationship", "?")
|
||||
dst = rel.get("destination", rel.get("target", "?"))
|
||||
print(f" Relation: {src} --[{edge}]--> {dst}")
|
||||
|
||||
# Agent-specific search
|
||||
print("\n Agent Search: Wang's activities")
|
||||
wang_activities = sim.agent_search("wang_homeowner", "all actions and statements")
|
||||
for mem in wang_activities["memories"]:
|
||||
print(f" Memory: {mem}")
|
||||
|
||||
# Panorama: full overview
|
||||
print("\n Panorama Search: all memories + relations")
|
||||
panorama = sim.panorama_search()
|
||||
print(f" Total memories: {len(panorama['memories'])}")
|
||||
print(f" Total relations: {len(panorama['relations'])}")
|
||||
for mem in panorama["memories"][:5]:
|
||||
print(f" Memory: {mem}")
|
||||
if len(panorama["memories"]) > 5:
|
||||
print(f" ... and {len(panorama['memories']) - 5} more")
|
||||
for rel in panorama["relations"][:5]:
|
||||
src = rel.get("source", "?")
|
||||
edge = rel.get("relationship", "?")
|
||||
dst = rel.get("destination", rel.get("target", "?"))
|
||||
print(f" Relation: {src} --[{edge}]--> {dst}")
|
||||
|
||||
# ==================================================================
|
||||
# STAGE 5: Deep Interaction — Post-simulation queries
|
||||
# ==================================================================
|
||||
print("\n" + "=" * 60)
|
||||
print("STAGE 5: Deep Interaction")
|
||||
print("=" * 60)
|
||||
|
||||
queries = [
|
||||
"How did the debate evolve across the three rounds?",
|
||||
"What evidence was cited by each side?",
|
||||
"Who supports and who opposes the reform?",
|
||||
]
|
||||
|
||||
for query in queries:
|
||||
print(f"\n Query: '{query}'")
|
||||
results = sim.quick_search(query, limit=3)
|
||||
for mem in results["memories"][:2]:
|
||||
print(f" Memory: {mem}")
|
||||
for rel in results["relations"][:2]:
|
||||
src = rel.get("source", rel.get("source_node", "?"))
|
||||
edge = rel.get("relationship", rel.get("relation", "?"))
|
||||
dst = rel.get("destination", rel.get("destination_node", "?"))
|
||||
print(f" Relation: {src} --[{edge}]--> {dst}")
|
||||
|
||||
# ==================================================================
|
||||
# Summary
|
||||
# ==================================================================
|
||||
print("\n" + "=" * 60)
|
||||
print("SIMULATION COMPLETE")
|
||||
print("=" * 60)
|
||||
print(f" Project ID: {project_id}")
|
||||
print(f" Documents ingested: {sim.stats['documents_ingested']}")
|
||||
print(f" Activities tracked: {sim.stats['activities_recorded']}")
|
||||
print(f" Rounds completed: {sim.stats['rounds_completed']}")
|
||||
print(f" Total memories: {len(panorama['memories'])}")
|
||||
print(f" Total relations: {len(panorama['relations'])}")
|
||||
|
||||
# Cleanup (uncomment to delete all memories + graph data)
|
||||
# sim.cleanup()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
print("MiroFish Swarm Prediction Simulation powered by Mem0 Graph Memory\n")
|
||||
main()
|
||||
```
|
||||
|
||||
## How It Works
|
||||
|
||||
### Graph Memory: The Right Fit for MiroFish
|
||||
|
||||
MiroFish's entire pipeline revolves around a **knowledge graph** — it extracts entities from documents, builds relationships, and queries the graph throughout simulation and reporting. Mem0's Graph Memory provides the same capabilities:
|
||||
|
||||
| MiroFish needs | Zep Cloud | Mem0 Graph Memory |
|
||||
|---|---|---|
|
||||
| **Entity extraction** | Built-in via Zep API | Automatic via LLM extraction |
|
||||
| **Relationship mining** | Graph edges | `(source) --[relationship]--> (destination)` triples |
|
||||
| **Semantic + keyword search** | Semantic + BM25 | Vector similarity + graph relation retrieval |
|
||||
| **Graph traversal** | Node/edge queries | `relations` array in search results |
|
||||
| **Per-agent isolation** | Single shared graph in MiroFish | Native `run_id` scoping |
|
||||
| **Self-hosting** | No (cloud only) | Yes — Neo4j, Memgraph, Kuzu, Neptune |
|
||||
| **Node/memory limits** | Capped on free tier | Unlimited (self-hosted) |
|
||||
|
||||
### How search() Returns Both Memories and Relations
|
||||
|
||||
When Graph Memory is enabled, every `search()` call returns two arrays:
|
||||
|
||||
```python
|
||||
results = memory.search("housing reform", user_id="my_sim")
|
||||
|
||||
# Vector-matched memories (ordered by similarity)
|
||||
results["results"] # [{"memory": "...", "score": 0.85, ...}, ...]
|
||||
|
||||
# Graph relations connected to query entities
|
||||
results["relations"] # [{"source": "mayor_chen", "relationship": "supports", "destination": "zoning_reform"}, ...]
|
||||
```
|
||||
|
||||
This is what makes Mem0 Graph Memory a natural replacement for Zep — you get semantic search AND structured graph data in a single call.
|
||||
|
||||
### Per-Agent Memory Isolation
|
||||
|
||||
`user_id` scopes the simulation project. `run_id` tags individual agent actions at storage time (we use `run_id` instead of `agent_id` since no assistant memories are involved). Searches use `user_id` for project-wide retrieval:
|
||||
|
||||
```python
|
||||
# Store project-level memories (seed documents)
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Mayor Chen supports the zoning reform."}],
|
||||
user_id="my_sim"
|
||||
)
|
||||
|
||||
# Store agent-specific memories (simulation actions)
|
||||
memory.add(
|
||||
[{"role": "user", "content": "Mayor Chen [CREATE_POST]: Reform works!"}],
|
||||
run_id="mayor_chen"
|
||||
)
|
||||
|
||||
# Search project-level memories (seed docs)
|
||||
memory.search("housing reform", user_id="my_sim")
|
||||
|
||||
# Search agent-specific memories (actions stored with run_id)
|
||||
memory.search("housing reform", run_id="mayor_chen")
|
||||
|
||||
# Get all project-level memories + graph relations
|
||||
memory.get_all(user_id="my_sim")
|
||||
```
|
||||
|
||||
<Note>
|
||||
Use `user_id` for project-level data (seed documents) and `run_id` for agent actions — both for `add()` and `search()`. Always match the scope: if you `add()` with `run_id`, `search()` with `run_id`. Use the message list format `[{"role": "user", "content": "..."}]` for all `add()` calls — it works on both OSS and Cloud.
|
||||
</Note>
|
||||
|
||||
### Stage Mapping
|
||||
|
||||
| MiroFish Stage | What Happens | Mem0 Graph Memory Call |
|
||||
|---|---|---|
|
||||
| **1. Graph Building** | Ingest docs, extract entities | `memory.add(doc, user_id=project)` — entities/relations extracted automatically |
|
||||
| **2. Environment Setup** | Enrich agent personas from graph | `memory.search(query, user_id=project)` — returns facts + relations |
|
||||
| **3. Simulation** | Track per-agent actions | `memory.add(messages, run_id=agent)` |
|
||||
| **3. Simulation** | Mid-round recall | `memory.search(query, run_id=agent)` |
|
||||
| **4. Report Generation** | Targeted analysis | `memory.search(query, user_id=project)` — memories + graph |
|
||||
| **4. Report Generation** | Full overview | `memory.get_all(user_id=project)` — all memories + all relations |
|
||||
| **5. Deep Interaction** | Follow-up queries | `memory.search(query, user_id=project)` |
|
||||
|
||||
### Zep-to-Mem0 Migration Reference
|
||||
|
||||
For developers replacing MiroFish's Zep integration. Note that Mem0 Graph Memory covers the core graph operations but some Zep features have no direct equivalent — see caveats below.
|
||||
|
||||
| MiroFish Service | Zep Call | Mem0 Graph Memory Equivalent | Caveat |
|
||||
|---|---|---|---|
|
||||
| GraphBuilderService | `client.graph.create()` | Implicit on first `memory.add()` | |
|
||||
| GraphBuilderService | `client.graph.set_ontology()` | `custom_prompt` in graph_store config | Freeform text, not a typed schema like Zep's `EntityModel`/`EdgeModel` |
|
||||
| GraphBuilderService | `client.graph.add_batch(episodes)` | `memory.add()` per chunk | No batch API — call per chunk |
|
||||
| GraphBuilderService | `client.graph.episode.get(uuid)` | Not needed (add is synchronous in OSS) | |
|
||||
| GraphBuilderService | `client.graph.delete(id)` | `memory.delete_all(user_id=...)` | |
|
||||
| ZepEntityReader | `client.graph.node.get_by_graph_id()` | `memory.get_all(user_id=...)` → `relations` | |
|
||||
| ZepEntityReader | `client.graph.node.get(uuid)` | `memory.search(entity_name, user_id=...)` | Semantic search, not exact ID lookup |
|
||||
| ZepEntityReader | `client.graph.node.get_entity_edges()` | `memory.search(entity_name, user_id=...)` → `relations` | Returns all matching relations, not edges for a specific node |
|
||||
| ZepGraphMemoryUpdater | `client.graph.add(type="text")` | `memory.add(messages, run_id=...)` | No batch buffering or retry — implement in your wrapper |
|
||||
| ZepToolsService | `search_graph(query, scope)` | `memory.search(query, user_id=...)` → memories + relations | |
|
||||
| ZepToolsService | `get_entities()` | `memory.get_all(user_id=...)` → `relations` | |
|
||||
| ZepToolsService | Panorama (all nodes + edges) | `memory.get_all(user_id=...)` | No temporal fact separation (active vs historical) |
|
||||
| ZepToolsService | InsightForge (multi-query decomposition) | Not available | Implement LLM-driven sub-query decomposition in your own ReportAgent |
|
||||
| OasisProfileGenerator | `client.graph.search()` | `memory.search(query, user_id=...)` | |
|
||||
|
||||
<Note>
|
||||
**What Mem0 Graph Memory does not cover**: Zep's typed ontology schemas (`EntityModel`, `EdgeModel`), temporal fact lifecycle (`valid_at`/`invalid_at`/`expired_at`), single-node-by-ID lookup, and InsightForge's multi-query decomposition. For InsightForge-like functionality, implement sub-query logic in your own ReportAgent using `memory.search()` as the retrieval primitive.
|
||||
</Note>
|
||||
|
||||
### Custom Extraction Prompts
|
||||
|
||||
Guide what entities and relationships Mem0 extracts — analogous to (but less structured than) Zep's `set_ontology()`:
|
||||
|
||||
```python
|
||||
config = {
|
||||
"graph_store": {
|
||||
"provider": "neo4j",
|
||||
"config": {"url": "...", "username": "...", "password": "..."},
|
||||
"custom_prompt": (
|
||||
"Extract all people, organizations, policies, locations, "
|
||||
"and their relationships. Capture support/opposition stances, "
|
||||
"affiliations, and quantitative claims."
|
||||
),
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### Action Types
|
||||
|
||||
MiroFish's OASIS engine produces these agent action types. Format them as natural language when storing. Skip `DO_NOTHING` actions (no memory value). `TREND` and `REFRESH` are Reddit-only discovery actions — store if you want to track browsing behavior.
|
||||
|
||||
| Action Type | Platform | Example Memory Content |
|
||||
|---|---|---|
|
||||
| `CREATE_POST` | Both | `"Mayor Chen [CREATE_POST]: This reform will create 10,000 units"` |
|
||||
| `CREATE_COMMENT` | Reddit | `"Wang [CREATE_COMMENT]: Replied to Prof Li: 'Your data is misleading'"` |
|
||||
| `LIKE_POST` | Both | `"Mayor Chen [LIKE_POST]: Liked Prof Li's post about Shenzhen data"` |
|
||||
| `REPOST` | Twitter | `"Prof Li [REPOST]: Reposted Mayor Chen's town hall announcement"` |
|
||||
| `FOLLOW` | Both | `"Wang [FOLLOW]: Followed @MayorChen"` |
|
||||
| `QUOTE_POST` | Twitter | `"Mayor Chen [QUOTE_POST]: 'Data confirms reform works' quoting Prof Li"` |
|
||||
| `DISLIKE_POST` | Reddit | `"Wang [DISLIKE_POST]: Downvoted Mayor Chen's reform post"` |
|
||||
| `TREND` | Reddit | `"Prof Li [TREND]: Browsed trending topics"` |
|
||||
| `DO_NOTHING` | Both | Skip — no memory value |
|
||||
|
||||
## Running the Example
|
||||
|
||||
```bash
|
||||
# Option A: Neo4j (production)
|
||||
export OPENAI_API_KEY="sk-..."
|
||||
export NEO4J_URL="neo4j://localhost:7687"
|
||||
export NEO4J_USERNAME="neo4j"
|
||||
export NEO4J_PASSWORD="password"
|
||||
python mirofish_swarm_memory.py
|
||||
|
||||
# Option B: Kuzu (zero dependencies, just need OpenAI key)
|
||||
export OPENAI_API_KEY="sk-..."
|
||||
python mirofish_swarm_memory.py # auto-detects missing NEO4J_URL, uses Kuzu
|
||||
```
|
||||
|
||||
<Note>
|
||||
Exact output varies as Mem0 automatically extracts and deduplicates entities. The specific relations and memory counts depend on LLM extraction quality.
|
||||
</Note>
|
||||
|
||||
## Best Practices
|
||||
|
||||
1. **Unique `user_id` per simulation** — Use timestamps or UUIDs (e.g., `mirofish_housing_1742198400`) to prevent memory collisions between runs
|
||||
2. **Always set `run_id` for agent actions** — Per-agent isolation prevents memory cross-contamination between agents
|
||||
3. **Use `custom_prompt`** — Guide entity extraction to capture domain-specific relationships (people, policies, stances)
|
||||
4. **Format actions as natural language** — `"Mayor Chen [CREATE_POST]: content"` extracts better entities than raw JSON
|
||||
5. **Query relations for reports** — The `relations` array in search results gives structured `(source, relationship, destination)` triples for building analytical reports
|
||||
6. **Cleanup old simulations** — Call `delete_all(user_id=...)` when a simulation run is no longer needed
|
||||
|
||||
## Resources
|
||||
|
||||
- [MiroFish GitHub](https://github.com/666ghj/MiroFish) — Source code and setup guide
|
||||
- [MiroFish Documentation](https://deepwiki.com/666ghj/MiroFish) — Full framework docs
|
||||
- [Mem0 Graph Memory](/open-source/features/graph-memory) — Graph Memory documentation
|
||||
- [Mem0 Documentation](https://docs.mem0.ai/) — Full API reference
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Graph Memory" icon="network-wired" href="/open-source/features/graph-memory">
|
||||
Full Graph Memory documentation with provider setup.
|
||||
</Card>
|
||||
<Card title="MiroFish GitHub" icon="fish" href="https://github.com/666ghj/MiroFish">
|
||||
MiroFish source code and setup guide.
|
||||
</Card>
|
||||
</CardGroup>
|
||||
@@ -112,7 +112,7 @@ async def search_memory(
|
||||
query: The search query.
|
||||
"""
|
||||
user_id = context.context.user_id or "default_user"
|
||||
memories = await client.search(query, filters={"user_id": user_id})
|
||||
memories = await client.search(query, user_id=user_id)
|
||||
results = '\n'.join([result["memory"] for result in memories["results"]])
|
||||
return str(results)
|
||||
```
|
||||
@@ -222,8 +222,8 @@ context = Mem0Context(user_id="user123")
|
||||
|
||||
## Resources
|
||||
|
||||
- [Mem0 Documentation](https://docs.mem0.ai/introduction)
|
||||
- <a href="https://app.mem0.ai/dashboard" rel="nofollow">Mem0 Dashboard</a>
|
||||
- [Mem0 Documentation](https://docs.mem0.ai)
|
||||
- [Mem0 Dashboard](https://app.mem0.ai/dashboard)
|
||||
- [API Reference](https://docs.mem0.ai/api-reference)
|
||||
|
||||
---
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user