A 3-part series to help you master this topic step by step.
Choosing a vector database? Compare Pinecone, Weaviate, Chroma, pgvector, and Qdrant—features, performance characteristics, pricing, and ideal use cases.
Scale vector search from thousands to millions of vectors. Indexing strategies, sharding, caching, and performance optimization.
Improve search with hybrid approaches. Combine vector similarity and keyword matching for better retrieval quality and coverage.
Begin with Part 1 and work your way through the series at your own pace.
Start with Part 1