FastEmbed
Parameter reference for FastEmbedEmbedder. Defaults to the BAAI/bge-small-en-v1.5 model with 384 dimensions.
FastEmbed Embedder embeds documents using FastEmbed models, with BAAI/bge-small-en-v1.5 as the default model.
Parameters
| Parameter | Type | Description | Default |
|---|---|---|---|
id | str | The model ID to use for embeddings | "BAAI/bge-small-en-v1.5" |
dimensions | Optional[int] | Output dimensions of the embedding | 384 |
fastembed_client | Optional[TextEmbedding] | Pre-configured FastEmbed TextEmbedding client | None |
enable_batch | bool | Has no effect. FastEmbed embeds one text per call | False |
batch_size | int | Number of texts per batch. Unused by this embedder | 100 |