# Example 3: Data Agents

Create and use deterministic CRUD agents — no LLM required.

```python title="examples/bookstore/03_data_agents.py"
--8<-- "examples/bookstore/03_data_agents.py"
```

## Run It

```bash
PYTHONPATH=examples/bookstore uv run python examples/bookstore/03_data_agents.py
```
