Gemini

Gemini Embedder is a class that allows you to embed documents using Google’s Gemini embedding models through the Google Generative AI API.

Parameter	Type	Description	Default
`id`	`str`	The model ID to use for embeddings	`"models/text-embedding-004"`
`task_type`	`str`	Type of task for embedding generation	`"RETRIEVAL_QUERY"`
`title`	`Optional[str]`	Optional title for the content being embedded	`None`
`dimensions`	`Optional[int]`	Output dimensions of the embedding	`768`
`api_key`	`Optional[str]`	Google API key	Environment variable `GOOGLE_API_KEY`
`request_params`	`Optional[Dict[str, Any]]`	Additional parameters for embedding requests	`None`
`client_params`	`Optional[Dict[str, Any]]`	Additional parameters for client initialization	`None`
`gemini_client`	`Optional[ModuleType]`	Pre-configured Gemini client	`None`