Vector Databases
ChromaDb
Vector Databases
ChromaDb
| Parameter | Type | Default | Description |
|---|---|---|---|
collection | str | None | Name of the collection to store vectors and metadata in ChromaDB |
embedder | Optional[Embedder] | OpenAIEmbedder() | Embedder instance to generate embeddings |
distance | Distance | Distance.cosine | Distance metric to use for similarity search |
path | str | "tmp/chromadb" | Path to store ChromaDB data when using persistent client |
persistent_client | bool | False | Whether to use persistent ChromaDB client |
reranker | Optional[Reranker] | None | Optional reranker instance to rerank search results |