Hugging Face

Hugging Face Embedder is a class that allows you to embed documents using any embedding model hosted on HuggingFace’s Inference API.

Parameters

Parameter	Type	Description	Default
id	str	The model ID to use for embeddings	"jinaai/jina-embeddings-v2-base-code"
api_key	Optional[str]	Huggingface API key	Environment variable HUGGINGFACE_API_KEY
client_params	Optional[Dict[str, Any]]	Additional parameters for client initialization	None
huggingface_client	Optional[InferenceClient]	Pre-configured Huggingface client	None