This file contains the MistralEncoder class which is used to encode text using MistralAI

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MistralEncoder Objects

class MistralEncoder(LiteLLMEncoder)

Class to encode text using MistralAI. Requires a MistralAI API key from https://console.mistral.ai/api-keys/

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__init__

def __init__(name: str | None = None,
             mistralai_api_key: str | None = None,
             score_threshold: float = 0.4)

Initialize the MistralEncoder.

Arguments:

  • name (str): The name of the embedding model to use such as “mistral-embed”.
  • mistralai_api_key (str): The MistralAI API key.
  • score_threshold: The score threshold for the embeddings.