Vector Databases
Clickhouse
Vector Databases
Clickhouse
| Parameter | Type | Default | Description |
|---|---|---|---|
table_name | str | None | Name of the table to store vectors and metadata in Clickhouse |
host | str | None | Hostname of the Clickhouse server |
username | Optional[str] | None | Username for Clickhouse authentication |
password | str | "" | Password for Clickhouse authentication |
port | int | 0 | Port number for Clickhouse connection |
database_name | str | "ai" | Name of the database to use in Clickhouse |
dsn | Optional[str] | None | DSN string for Clickhouse connection |
compress | str | "lz4" | Compression algorithm to use |
client | Optional[Client] | None | Optional pre-configured Clickhouse client |
embedder | Optional[Embedder] | OpenAIEmbedder() | Embedder instance to generate embeddings |
distance | Distance | Distance.cosine | Distance metric to use for similarity search |
index | Optional[HNSW] | HNSW() | HNSW index configuration for vector similarity search |