Vector Databases

Overview of supported vector databases for DataVault

DataVault uses vector databases for efficient storage and semantic search of document embeddings.

Supported Databases

Weaviate

Open-source vector database optimized for semantic search

Configuration

weaviate:
  connection_type: local
  host: localhost
  port: 8001

Note: Weaviate is currently the only supported vector database. DataVault automatically creates the required schema and handles all vector operations.

HuggingFace Embeddings (Local)

Configure local embedding models with HuggingFace

Weaviate

Configure Weaviate vector database