Building a Production-Grade RAG Stack: Full Architecture Walkthrough

A developer built myRAG, a fully self-hosted RAG application using FastAPI, React, Qdrant, PostgreSQL, and Neo4j. The stack uses dense and sparse embeddings, hybrid search with RRF, and knowledge graphs for retrieval. The post details parsing, chunking, indexing, and streaming response components.