Learning

Example	Description
Team Learning: Always Mode	Set `learning=True` on a Team to enable automatic learning.
Team Learning: Configured Stores	Configure specific learning stores on a Team using LearningMachine.
Team Learning: Entity Memory	Teams can track entities (people, projects, companies) across conversations.
Team Learning: Session Planning	Teams can track session goals and progress using SessionContext.
Team Learning: Learned Knowledge	Teams can build a shared knowledge base from conversations using LearnedKnowledge with a vector database.
Team Learning: Decision Logging	Teams can log decisions for auditing, debugging, and learning.
Learning Machine	Demonstrates team learning with LearningMachine and user profile extraction.
With Agentic Memory	Demonstrates team-level agentic memory creation and updates during runs.
With Memory Manager	Demonstrates persistent team memory updates through MemoryManager.
Memories in Context	Demonstrates `add_memories_to_context` with team memory capture.
Team Learning: User Profile	Team learns and recalls user profile across sessions.
Team Learning: User Memory	Team learns observations and context about the user across sessions.
Team Learning: Async Mode	Demonstrates Team learning with async database operations.
Team Learning: Agentic Mode	Team decides when to update user memory using tools.

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