Vector Databases for Production RAG: Indexing, Hybrid Search, and Scaling Retrieval
中文摘要
本指南详解生产级RAG向量数据库，涵盖HNSW、混合搜索、索引及检索扩展。
English Summary
A practical guide to vector databases for production RAG, covering indexing, hybrid search, and scaling with HNSW, FAISS, Pinecone, Weaviate, Qdrant, and Milvus.
Original Excerpt
Complete RAG Engineering Series, Part 6 | A practical guide to HNSW, IVF, product quantization, FAISS, Pinecone, Weaviate, Qdrant, Milvus… Continue reading on Medium »