Ollama - Agno

Ollama Embedder embeds 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`
`async_client`	`Optional[AsyncOllamaClient]`	Pre-configured async Ollama client	`None`
`enable_batch`	`bool`	Has no effect. Batch embedding is unsupported and the flag is reset to `False`	`False`
`batch_size`	`int`	Number of texts per batch. Unused by this embedder	`100`

⌘I