Sentence Transformer

Sentence Transformer Embedder is a class that allows you to embed documents using Hugging Face’s sentence-transformers library, providing access to a wide range of open-source embedding models that can run locally.

Parameters

Parameter	Type	Default	Description
id	str	sentence-transformers/all-MiniLM-L6-v2	The name of the SentenceTransformers model to use
dimensions	int	384	The dimensionality of the generated embeddings
sentence_transformer_client	Optional[SentenceTransformer]	None	Optional pre-configured SentenceTransformers client instance
prompt	Optional[str]	None	Optional prompt to prepend to input text
normalize_embeddings	bool	False	Whether to normalize returned vectors to have length 1