| Parameter | Type | Default | Description |
|---|---|---|---|
collection | str | Required | Name of the SingleStore table |
schema | Optional[str] | "ai" | Schema name for the table |
db_url | Optional[str] | None | Database connection URL |
db_engine | Optional[Engine] | None | SQLAlchemy engine instance |
embedder | Optional[Embedder] | OpenAIEmbedder() | Embedder instance to generate embeddings |
distance | Distance | Distance.cosine | Distance metric for similarity search |
reranker | Optional[Reranker] | None | Reranker for post-processing results |
Vector Databases