agentic-rag-patterns
Agentic RAG Patterns
Build self-correcting retrieval systems with LLM-driven decision making.
LangGraph 1.0.6 (Jan 2026): langgraph-checkpoint 4.0.0, compile-time checkpointer validation, namespace sanitization.
Architecture Overview
Query → [Retrieve] → [Grade] → [Generate/Rewrite/Web Search] → Response
↓ ↓
Documents Quality Check
↓
Route Decision:
- Good docs → Generate
- Poor docs → Rewrite query
- No docs → Web fallback
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