Learning

A comprehensive guide to building agents that learn, adapt, and improve.

ExampleDescription
QuickstartQuick start examples for enabling learning in an agent.
BasicsCore learning primitives and default patterns.
User ProfileDeep-dive examples focused on user profile extraction and schema control.
Session ContextDeep-dive examples for session context tracking.
Entity MemoryDeep-dive examples for entity memory, facts, events, and relationships.
Learned KnowledgeDeep-dive examples for reusable learned knowledge.
Quick TestsQuick validation scripts for critical learning paths.
PatternsEnd-to-end multi-store learning patterns for real workflows.
Custom StoresCustom learning store implementations and integration patterns.
Decision LogsExamples for capturing and reviewing agent decision logs.
Compose LearningPlace capture tools, guidance, and recalled context yourself.
AgentOS DemoSeed all six stores and inspect them through AgentOS.