yashbhosale789/Personal-Knowledge-RAG
Production-grade RAG system for personal knowledge bases: hybrid dense + BM25 retrieval with RRF and cross-encoder reranking, context-sufficiency gating, citation verification, Redis semantic caching, Prometheus metrics, and a CI eval regression gate. FastAPI, ChromaDB, Docker, AWS.
GitHub repository with 5 stars and 0 forks.
Language: Python
Topics: advanced-rag, aws-ec2, chromadb, cicd, docker, evals, fastapi, gemini, github-actions, grafana