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LiteLLM & Caret (using Codestral)

Using LiteLLM with Caret​

This guide demonstrates how to run a demo for LiteLLM starting with the Codestral model for use with Caret.

Prerequisites​

  • Docker CLI or Docker Desktop installed to run the LiteLLM image locally
  • For this example config: A Codestral API Key (different from the Mistral API Keys)

Setup​

  1. Create a .env file and fill in the appropriate field

    # Tip: Use the following command to generate a random alphanumeric key:
    # openssl rand -base64 32 | tr -dc 'A-Za-z0-9' | head -c 32
    LITELLM_MASTER_KEY=YOUR_LITELLM_MASTER_KEY
    CODESTRAL_API_KEY=YOUR_CODESTRAL_API_KEY

    Note: Although this is limited to localhost, it's a good practice set LITELLM_MASTER_KEY to something secure

  2. Configuration

    We'll need to create a config.yaml file to contain our LiteLLM configuration. In this case we'll just have one model, 'codestral-latest' and label it 'codestral'

    model_list:
        - model_name: codestral
          litellm_params:
              model: codestral/codestral-latest
              api_key: os.environ/CODESTRAL_API_KEY

Running the Demo​

  1. Startup the LiteLLM docker container

    docker run \
        --env-file .env \
        -v $(pwd)/config.yaml:/app/config.yaml \
        -p 127.0.0.1:4000:4000 \
        ghcr.io/berriai/litellm:main-latest \
        --config /app/config.yaml --detailed_debug

  2. Setup Caret

    Once the LiteLLM server is up and running you can set it up in Caret:

    • Base URL should be http://0.0.0.0:4000/v1
    • API Key should be the one you set in .env for LITELLM_MASTER_KEY
    • Model ID is codestral or whatever you named it under config.yaml

Getting Help​