Vector Databases
Milvus
Vector Databases
Milvus
| Parameter | Type | Default | Description |
|---|---|---|---|
collection | str | None | Name of the Milvus collection to store vectors and metadata |
embedder | Optional[Embedder] | OpenAIEmbedder() | Embedder instance to generate embeddings |
distance | Distance | Distance.cosine | Distance metric to use for similarity search |
uri | str | "http://localhost:19530" | URI of the Milvus server. Can be a local file path for Milvus Lite, server address for self-hosted Milvus, or Zilliz Cloud endpoint |
token | Optional[str] | None | Token for authentication. Format as "username:password" for self-hosted Milvus with auth enabled, or API key for Zilliz Cloud |