06_memory_and_learning

Examples for persistent memory and learning behavior.

Files

• learning_machine.py - Demonstrates LearningMachine-based learning.
• memory_manager.py - Use MemoryManager for persistent memory across sessions.

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/06_memory_and_learning/<file>.py