| --- |
| title: REST API Server |
| description: Reach every Mem0 OSS capability through a FastAPI-powered REST layer. |
| icon: "code" |
| --- |
|
|
| The Mem0 REST API server exposes every OSS memory operation over HTTP. Run it alongside your stack to add, search, update, and delete memories from any language that speaks REST. |
|
|
| <Info> |
| **You’ll use this when…** |
| - Your services already talk to REST APIs and you want Mem0 to match that style. |
| - Teams on languages without the Mem0 SDK still need access to memories. |
| - You plan to explore or debug endpoints through the built-in OpenAPI page at `/docs`. |
| </Info> |
|
|
| <Warning> |
| **OSS vs Platform API paths:** The self-hosted OSS server does **not** use the `/v1/` prefix. For example, the endpoint is `POST /memories`, not `POST /v1/memories/`. The [API Reference](/api-reference) documents the hosted platform at `api.mem0.ai` which uses `/v1/` paths — those do not apply to the OSS server. |
| </Warning> |
|
|
| <Warning> |
| Enable API key authentication (see below) and HTTPS before exposing the server to anything beyond your internal network. |
| </Warning> |
|
|
| --- |
|
|
| ## Feature |
|
|
| - **CRUD endpoints:** Create, retrieve, search, update, delete, and reset memories by `user_id`, `agent_id`, or `run_id`. |
| - **API key authentication:** Optionally secure all endpoints with a shared API key via the `X-API-Key` header. |
| - **Status health check:** Access base routes to confirm the server is online. |
| - **OpenAPI explorer:** Visit `/docs` for interactive testing and schema reference. |
|
|
| --- |
|
|
| ## Configure it |
|
|
| ### Run with Docker Compose (development) |
|
|
| <Tabs> |
| <Tab title="Steps"> |
| 1. Create `server/.env` with your keys: |
|
|
| ```bash |
| OPENAI_API_KEY=your-openai-api-key |
| ``` |
|
|
| 2. Start the stack: |
|
|
| ```bash |
| cd server |
| docker compose up |
| ``` |
|
|
| 3. Reach the API at `http://localhost:8888`. Edits to the server or library auto-reload. |
| </Tab> |
| </Tabs> |
|
|
| ### Run with Docker |
|
|
| <Tabs> |
| <Tab title="Pull image"> |
| ```bash |
| docker pull mem0/mem0-api-server |
| ``` |
| </Tab> |
| <Tab title="Build locally"> |
| ```bash |
| docker build -t mem0-api-server . |
| ``` |
| </Tab> |
| </Tabs> |
|
|
| 1. Create a `.env` file with `OPENAI_API_KEY`. |
| 2. Run the container: |
|
|
| ```bash |
| docker run -p 8000:8000 --env-file .env mem0-api-server |
| ``` |
|
|
| 3. Visit `http://localhost:8000`. |
|
|
| ### Run directly (no Docker) |
|
|
| ```bash |
| pip install -r requirements.txt |
| uvicorn main:app --reload |
| ``` |
|
|
| <Tip> |
| Use a process manager such as `systemd`, Supervisor, or PM2 when deploying the FastAPI server for production resilience. |
| </Tip> |
|
|
| <Note> |
| The REST server reads the same configuration you use locally, so you can point it at your preferred LLM, vector store, graph backend, and reranker without changing code. |
| </Note> |
|
|
| --- |
|
|
| ## Authentication |
|
|
| The server supports optional API key authentication. When the `ADMIN_API_KEY` environment variable is set, every endpoint requires a valid `X-API-Key` header. The `/` redirect, `/docs`, and `/openapi.json` routes remain open so you can always reach the interactive API explorer. |
|
|
| | `ADMIN_API_KEY` value | Behavior | |
| |---|---| |
| | Not set / empty | All endpoints are open (no auth) | |
| | Any non-empty string | Requests must include `X-API-Key: <your-key>` | |
|
|
| ### Enable authentication |
|
|
| Add the key to your `.env` file: |
|
|
| ```bash |
| ADMIN_API_KEY=your-secret-api-key |
| ``` |
|
|
| Then include the header in every request: |
|
|
| ```bash |
| curl -X POST http://localhost:8000/memories \ |
| -H "Content-Type: application/json" \ |
| -H "X-API-Key: your-secret-api-key" \ |
| -d '{ |
| "messages": [{"role": "user", "content": "I love pizza."}], |
| "user_id": "alice" |
| }' |
| ``` |
|
|
| <Warning> |
| The server logs a warning at startup when `ADMIN_API_KEY` is not set. Always set it in production. |
| </Warning> |
|
|
| --- |
|
|
| ## See it in action |
|
|
| ### Create and search memories via HTTP |
|
|
| ```bash |
| curl -X POST http://localhost:8000/memories \ |
| -H "Content-Type: application/json" \ |
| -d '{ |
| "messages": [ |
| {"role": "user", "content": "I love fresh vegetable pizza."} |
| ], |
| "user_id": "alice" |
| }' |
| ``` |
|
|
| <Info icon="check"> |
| Expect a JSON response containing the new memory IDs and events (`ADD`, etc.). |
| </Info> |
|
|
| ```bash |
| curl -X POST http://localhost:8000/search \ |
| -H "Content-Type: application/json" \ |
| -d '{ |
| "query": "vegetable", |
| "user_id": "alice" |
| }' |
| ``` |
|
|
| ### Explore with OpenAPI docs |
|
|
| 1. Navigate to `http://localhost:8000/docs`. |
| 2. Pick an endpoint (e.g., `POST /search`). |
| 3. Fill in parameters and click **Execute** to try requests in-browser. |
|
|
| <Tip> |
| Export the generated `curl` snippets from the OpenAPI UI to bootstrap integration tests. |
| </Tip> |
|
|
| --- |
|
|
| ## Endpoint reference |
|
|
| The OSS REST server exposes the following endpoints. None use the `/v1/` prefix. |
|
|
| | Method | Path | Description | |
| |--------|------|-------------| |
| | `POST` | `/configure` | Set memory configuration | |
| | `POST` | `/memories` | Create memories | |
| | `GET` | `/memories` | Get all memories (filter by `user_id`, `agent_id`, or `run_id`) | |
| | `GET` | `/memories/{memory_id}` | Get a specific memory | |
| | `PUT` | `/memories/{memory_id}` | Update a memory | |
| | `DELETE` | `/memories/{memory_id}` | Delete a specific memory | |
| | `DELETE` | `/memories` | Delete all memories for an identifier | |
| | `GET` | `/memories/{memory_id}/history` | Get memory history | |
| | `POST` | `/search` | Search memories | |
| | `POST` | `/reset` | Reset all memories | |
|
|
| --- |
|
|
| ## Verify the feature is working |
|
|
| - Hit the root route and `/docs` to confirm the server is reachable. |
| - Run a full cycle: `POST /memories` → `GET /memories/{id}` → `DELETE /memories/{id}`. |
| - Watch server logs for import errors or provider misconfigurations during startup. |
| - Confirm environment variables (API keys, vector store credentials) load correctly when containers restart. |
|
|
| --- |
|
|
| ## Best practices |
|
|
| 1. **Enable authentication:** Set `ADMIN_API_KEY` to secure all endpoints, or use an API gateway for more advanced schemes. |
| 2. **Use HTTPS:** Terminate TLS at your load balancer or reverse proxy. |
| 3. **Monitor uptime:** Track request rates, latency, and error codes per endpoint. |
| 4. **Version configs:** Keep environment files and Docker Compose definitions in source control. |
| 5. **Limit exposure:** Bind to private networks unless you explicitly need public access. |
|
|
| --- |
|
|
| <CardGroup cols={2}> |
| <Card title="Configure OSS Components" icon="sliders" href="/open-source/configuration"> |
| Fine-tune LLMs, vector stores, and graph backends that power the REST server. |
| </Card> |
| <Card title="Automate Agent Integrations" icon="plug" href="/cookbooks/integrations/agents-sdk-tool"> |
| See how services call the REST endpoints as part of an automation pipeline. |
| </Card> |
| </CardGroup> |
|
|