Mistral

In this notebook we access the Mistral API, a french service that offers free API access with certain limitations.

def prompt_mistral(prompt, model="mistral-medium-2312"):
    import os
    from mistralai import Mistral
    
    api_key = os.environ["MISTRAL_API_KEY"]
    
    client = Mistral(api_key=api_key)
    
    chat_response = client.chat.complete(
        model= model,
        messages = [
            {
                "role": "user",
                "content": prompt,
            },
        ]
    )
    return chat_response.choices[0].message.content

prompt_mistral("What is the best French cheese? Answer in one sentence.")

"It's subjective, but many consider Époisses de Bourgogne, a soft, pungent, and creamy cheese from Burgundy, to be one of the best French cheeses."

We can also ask the API a listing of all available models:

from mistralai import Mistral
import os

s = Mistral(
    api_key=os.getenv("MISTRAL_API_KEY", ""),
)

res = s.models.list()

[m.id for m in res.data]

['ministral-3b-2410',
 'ministral-3b-latest',
 'ministral-8b-2410',
 'ministral-8b-latest',
 'open-mistral-7b',
 'mistral-tiny',
 'mistral-tiny-2312',
 'open-mistral-nemo',
 'open-mistral-nemo-2407',
 'mistral-tiny-2407',
 'mistral-tiny-latest',
 'open-mixtral-8x7b',
 'mistral-small',
 'mistral-small-2312',
 'open-mixtral-8x22b',
 'open-mixtral-8x22b-2404',
 'mistral-small-2402',
 'mistral-small-2409',
 'mistral-small-latest',
 'mistral-medium-2312',
 'mistral-medium',
 'mistral-medium-latest',
 'mistral-large-2402',
 'mistral-large-2407',
 'mistral-large-2411',
 'mistral-large-latest',
 'pixtral-large-2411',
 'pixtral-large-latest',
 'codestral-2405',
 'codestral-latest',
 'codestral-mamba-2407',
 'open-codestral-mamba',
 'codestral-mamba-latest',
 'pixtral-12b-2409',
 'pixtral-12b',
 'pixtral-12b-latest',
 'mistral-embed',
 'mistral-moderation-2411',
 'mistral-moderation-latest']