Vector Databases

Your vector database is set system-wide and cannot be configured atomically per-workspace like LLMs can.

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Caution!

You should prevent “hopping” between vector databases. AnythingLLM will not automatically port over your already embedded information.

You would need to delete and re-embed each document in every workspace to migrate to another vector database.

AnythingLLM supports many vector databases providers out of the box.

Supported Vector Databases

Local Vector Databases Providers

LanceDB (Built-in)→Chroma→Milvus→

Cloud Vector Databases Providers

Pinecone→Zilliz→AstraDB→QDrant→Weaviate→