Ollama

Ollama Embedder is a class that allows you to embed documents using locally hosted Ollama models. This embedder provides integration with Ollama’s API for generating embeddings from various open-source models.

Parameters

Parameter	Type	Description	Default
id	str	The model ID to use for embeddings	"openhermes"
dimensions	int	Output dimensions of the embedding	4096
host	Optional[str]	Host URL for Ollama server	None
timeout	Optional[Any]	Request timeout	None
options	Optional[Any]	Additional options for embedding generation	None
client_kwargs	Optional[Dict[str, Any]]	Additional parameters for client initialization	None
ollama_client	Optional[OllamaClient]	Pre-configured Ollama client	None