#rag
2 posts
← All Tags· 18 min read
I Turned 34 Tech Radar PDFs Into a GraphRAG System
I built a GraphRAG system over 34 Thoughtworks Tech Radar PDFs using Neo4j, Qdrant, and LangChain. The knowledge graph was the easy part.…
· 35 min read
I Built a Multi-Agent RAG Debugging Second Brain That Never Forgets
Debugging knowledge evaporates after incidents. I built a production multi-agent RAG to fix that: BM25 hybrid search, three-layer persistent memory,…