> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-agui.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# AgentOS Custom FastAPI

> AgentOS where you provide your own FastAPI app

Here is a full example of an AgentOS where you provide your own FastAPI app.

## Code

```python custom_fastapi.py theme={null}
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.anthropic import Claude
from agno.os import AgentOS
from agno.tools.hackernews import HackerNewsTools
from fastapi import FastAPI

# Setup the database
db = PostgresDb(db_url="postgresql+psycopg://ai:ai@localhost:5532/ai")

web_research_agent = Agent(
    id="web-research-agent",
    name="Web Research Agent",
    model=Claude(id="claude-sonnet-4-0"),
    db=db,
    tools=[HackerNewsTools()],
    add_history_to_context=True,
    num_history_runs=3,
    add_datetime_to_context=True,
    markdown=True,
)

# Custom FastAPI app
app: FastAPI = FastAPI(
    title="Custom FastAPI App",
    version="1.0.0",
)


# Add your own routes
@app.post("/customers")
async def get_customers():
    return [
        {
            "id": 1,
            "name": "John Doe",
            "email": "john.doe@example.com",
        },
        {
            "id": 2,
            "name": "Jane Doe",
            "email": "jane.doe@example.com",
        },
    ]


# Setup our AgentOS app by passing your FastAPI app
# Use route_prefix to avoid conflicts with your custom routes
agent_os = AgentOS(
    description="Example app with custom routers",
    agents=[web_research_agent],
    base_app=app,
)

# Alternatively, add all routes from AgentOS app to the current app
# for route in agent_os.get_routes():
#     app.router.routes.append(route)

app = agent_os.get_app()


if __name__ == "__main__":
    """Run your AgentOS.

    With this setup:
    - API docs: http://localhost:7777/docs

    """
    agent_os.serve(app="custom_fastapi:app", reload=True)

```

## Usage

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Set Environment Variables">
    ```bash theme={null}
    export ANTHROPIC_API_KEY=your_anthropic_api_key
    ```
  </Step>

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno anthropic fastapi uvicorn sqlalchemy pgvector psycopg
    ```
  </Step>

  <Step title="Setup PostgreSQL Database">
    ```bash theme={null}
    # Using Docker
    docker run -d \
      --name agno-postgres \
      -e POSTGRES_DB=ai \
      -e POSTGRES_USER=ai \
      -e POSTGRES_PASSWORD=ai \
      -p 5532:5432 \
      pgvector/pgvector:pg17
    ```
  </Step>

  <Step title="Run Example">
    ```bash theme={null}
    python custom_fastapi.py
    ```
  </Step>
</Steps>