AI & Data••11 min readEN
The Vector Database Landscape: From FAISS to Production at Scale
A practitioner's guide to vector databases—from lightweight libraries for prototyping to production systems handling billions of vectors. Understanding when to use Chroma, Milvus, pgvector, or managed services.
Vector DatabaseRAGEmbeddingsMilvusChromaPineconepgvectorHNSWAI Infrastructure