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Migration is straightforward: export vectors and metadata, then re-upsert into the new database, though index configs differ.
Chroma is easiest for local prototyping, while Qdrant Cloud and pgvector are simple managed options.
Qdrant and Weaviate offer strong metadata filtering and built-in hybrid keyword-plus-vector search.
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