MemotivaRAG & Vector DB Interview: Weaviate Modules, Multi-tenancy, GraphQL, Hybrid Search

What is the Weaviate BYOV (Bring Your Own Vectors) approach?

RAG & Vector DB Interview: Weaviate Modules, Multi-tenancy, GraphQL, Hybrid Search

Audio flashcard · 0:27

Nortren·

What is the Weaviate BYOV (Bring Your Own Vectors) approach?

0:27

BYOV, or Bring Your Own Vectors, lets you embed data outside Weaviate and send vectors directly with ingest requests, bypassing Weaviate's vectorizer modules. This is useful when you need fine-grained control over the embedding pipeline, use a model not supported by any module, or want to batch-embed data in a separate job for cost reasons. You can mix BYOV with module-based vectorization per collection. Queries that bypass the vectorizer must also provide query vectors directly rather than using nearText.
weaviate.io