Why it matters
Vector store choice shapes RAG. Understanding shapes options.
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The architecture
VectorStore.add / search.
Autoconfig per backend.
Metadata filters.
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How it works end to end
pgvector: reuse Postgres.
Redis: fast in-memory.
Pinecone / Weaviate / Milvus: managed / dedicated.
Chroma / MongoDB / Cassandra also.