This repo contains community-driven practical examples of building AI applications and solving various tasks with AI using open-source tools and models.

Everyone is welcome to contribute, and we value everybody's contribution! There are several ways you can contribute to the Open-Source AI Cookbook:

• Submit an idea for a desired example/guide via GitHub Issues.
• Contribute a new notebook with a practical example.
• Improve existing examples by fixing issues/typos.

Before contributing, check currently open issues and pull requests to avoid working on something that someone else is already working on.

We believe that the Cookbook will be the most beneficial for everyone in the community if the Jupyter notebooks have the following qualities:

• Practical: Your notebook should provide an illustration of an end-to-end project or a specific aspect of AI development. Aim for real-world applications, but try to avoid overcomplicating. Clearly explain the objectives, challenges and steps involved.
• Build with open-source tools and models: Utilize open source libraries, datasets, and pre-trained models available under permissive licenses. Include links to all resources used within the notebook.
• Clearly written: Ensure your writing is clear, concise, and free from grammatical errors. Maintain a friendly and approachable tone throughout the notebook. Explain the steps you take to solve a problem, challenges, alternative approaches.
• Executes without errors: Test your notebook to avoid runtime errors.
• Adds to existing "recipes": Before submitting, review existing notebooks to confirm that the subject hasn't been covered yet. We welcome diverse use cases, modalities, techniques, and approaches!

When contributing a new example/guide, open a pull request and tag @MKhalusova for a review.

If using any images in the markdown, upload them to the huggingface/cookbook-images dataset. Then use the link to the image in your markdown, e.g.:

![RAG diagram](https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/rag-diagram.png)

Once your pull request is merged, the notebook will show up in the Open-Source AI Cookbook.