> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-codex-docs-audit-20260719-0149.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# SurrealDB for Agent

> Store agent sessions and run history in SurrealDB with SurrealDb.

`SurrealDb` stores an Agent's sessions and run history in SurrealDB.

## Usage

Install dependencies:

```shell theme={null}
uv pip install anthropic surrealdb ddgs
```

### Run SurrealDB

Install [Docker Desktop](https://docs.docker.com/get-started/get-docker/), then start SurrealDB on port `8000`:

```bash theme={null}
docker run --rm --pull always -p 8000:8000 surrealdb/surrealdb:latest start --user root --pass root
```

```python surrealdb_for_agent.py theme={null}
from agno.agent import Agent
from agno.db.surrealdb import SurrealDb
from agno.models.anthropic import Claude
from agno.tools.websearch import WebSearchTools

SURREALDB_URL = "ws://localhost:8000"
SURREALDB_USER = "root"
SURREALDB_PASSWORD = "root"
SURREALDB_NAMESPACE = "agno"
SURREALDB_DATABASE = "surrealdb_for_agent"

credentials = {"username": SURREALDB_USER, "password": SURREALDB_PASSWORD}
db = SurrealDb(
    client=None,
    db_url=SURREALDB_URL,
    db_creds=credentials,
    db_ns=SURREALDB_NAMESPACE,
    db_db=SURREALDB_DATABASE,
)

agent = Agent(
    db=db,
    model=Claude(id="claude-sonnet-4-5-20250929"),
    tools=[WebSearchTools()],
    add_history_to_context=True,
)
agent.print_response("How many people live in Costa Rica?")
agent.print_response("What is their national anthem called?")
```

## Parameters

<Snippet file="db-surrealdb-params.mdx" />