Mistral

Chroma provides a convenient wrapper around Mistral’s embedding API. This embedding function runs remotely on Mistral’s servers, and requires an API key. You can get an API key by signing up for an account at Mistral.

Python
TypeScript

This embedding function relies on the mistralai python package, which you can install with pip install mistralai.

from chromadb.utils.embedding_functions import MistralEmbeddingFunction
import os

os.environ["MISTRAL_API_KEY"] = "************"
mistral_ef  = MistralEmbeddingFunction(model="mistral-embed")
mistral_ef(input=["document1","document2"])

// npm install @chroma-core/mistral

import { MistralEmbeddingFunction } from "@chroma-core/mistral";

const embedder = new MistralEmbeddingFunction({
    apiKey: "your-api-key", // Or set MISTRAL_API_KEY env var
    model: "mistral-embed",
});

You must pass in a model argument, which selects the Mistral embedding model to use. You can see the supported embedding types and models in Mistral’s docs here

Jina AI

Morph

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Dense Embedding Models

Sparse Embedding Models

Frameworks

Dense Embedding Models

Sparse Embedding Models

Frameworks

Documentation Index