# Function Calling Dataset Generation 🔧

This template replicates the methodology from the **APIGen paper** to generate high-quality synthetic datasets for training function-calling AI models. 

## What This Does

Generate customized API contract data for function calls - perfect for training models to understand when and how to call specific functions to improve specific tool agentic usage.


## Sample Run

Check out [`sample_run.ipynb`](./sample_run.ipynb) for a complete example you can run right away.

## Source Implementation

The actual template code is located at:
```
src/starfish/data_gen_template/templates/starfish/function_calling/
```

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**Try it out!** If you have any questions, let us know - we'd be happy to help. If you like this template, consider starring the repo and building your own! We welcome community contributions and are always happy to chat about new ideas. ⭐