Ollama

Generate embeddings via the ollama python library. More details:

• Ollama docs on embeddings
• Ollama blog on embeddings

Parameter	Type	Default Value	Description
name	str	nomic-embed-text	The name of the model.
host	str	http://localhost:11434	The Ollama host to connect to.
options	ollama.Options or dict	None	Additional model parameters listed in the documentation for the Modelfile such as temperature.
keep_alive	float or str	"5m"	Controls how long the model will stay loaded into memory following the request.
ollama_client_kwargs	dict	{}	kwargs that can be past to the ollama.Client.