#28. Vector Databases for RAG Systems | Pinecone vs Chroma vs Weaviate vs Milvus vs FAISS
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Ganesh | AI Engineer on Instagram: "So how should one decide which one to pick. There’s no “best” vector database. There’s only what fits your stage and the cost factor.. If you’re prototyping or building a POC then use Chroma or pgvector ● Run locally ● Almost zero cost ● Latency is fine for demos 💰 Cost intuition: basically free 👉 Goal: validate the idea, not optimize infra If you’re in early production then use Qdrant or Pinecone ● Fast and reliable ● Handles filters well (important for RAG
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