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Vector Databases Deep-Dive: pgvector, Pinecone & Friends
Choose and run the retrieval engine: how ANN indexes (HNSW/IVF) actually trade recall for speed, pgvector vs dedicated stores, filtering and multi-tenancy patterns, and scaling without surprise bills.
3 sections·6 lessons
What you'll learn
1. How Vector Search Actually Works
- ANN indexes: the recall-for-speed bargain
- Check: ANN
2. Choosing Your Store
- pgvector vs the dedicated crowd
- Check: choosing
3. Filtering, Multi-Tenancy & Scale
- The patterns production actually needs
- Final check: production patterns
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