04_tools

Examples for callable tool factories, tool choice, and tool call limits.

Files

01_callable_tools.py - Vary the toolset per user role using callable factories.
02_session_state_tools.py - Use session_state directly as a parameter with caching disabled.
03_team_callable_members.py - Assemble team members dynamically.
04_tools_with_literal_type_param.py - Use typing.Literal for tool parameters with predefined values.
tool_call_limit.py - Limit the number of tool calls per run.
tool_choice.py - Control which tool the agent selects.

Load environment variables with direnv allow (including OPENAI_API_KEY).
Create the demo environment with ./scripts/demo_setup.sh, then run cookbooks with .venvs/demo/bin/python.
Some examples require optional local services (for example pgvector) or provider-specific API keys.