13_reasoning

Examples for explicit multi-step reasoning behavior.

Files

• basic_reasoning.py - Enable reasoning with configurable steps.
• reasoning_with_model.py - Use a separate reasoning model with step limits.

Prerequisites

• 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.

Run

• .venvs/demo/bin/python cookbook/02_agents/13_reasoning/<file>.py