This repository contains examples for using Marqtune, the embedding model training platform, created by Marqo.

To use Marqtune you will need:

• Python (3.11+)
• A Marqo API key with access to Marqtune. To obtain this, sign up to Marqo Cloud and navigate to the API keys section and create your own. For more information, see this article.
• The Marqtune Python client. You can install this using pip:

  pip install marqtune

Now you're ready to start fine-tuning your own embedding models!

We have an article that walks you through getting set up in Marqtune. The code in this article can be found in the simple-walkthrough directory. We encourage you to read this article before executing the code so you understand the steps involved in setting up Marqtune. All you have to do is run marqtune-walkthrough.py locally or visit our Google Colab notebook here.

Documentation

Marqtune Walkthrough Article