# Mato

- **Event:** [The Recursive Agents Hackathon](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon)
- **When:** Sat, Oct 17 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Placement:** Finalist
- **Team:** [Krrish Agarwalla](https://cerebralvalley.ai/u/krrish_agar), [Vibhuti Rajpurohit](https://cerebralvalley.ai/u/vra)
- **GitHub:** https://github.com/kkkamur07/mato
- **Demo video:** https://youtu.be/oji4MVncP9E
- **Gallery:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/3

Lets go : An agent that lives in your chat. Ask it to plan, and it turns everyone’s messages into rules.

Our second agent, Mato, learns from LetsGo's mistakes: it turns them into training and evaluation data, compares models, and fine-tunes a specialized Nemotron model, keeping it only if i better on unseen data. 

Built today with DSPy, FastAPI, React, SQLite, You.com search and Nemotron on Crusoe.

We heavily augmented data with synthetic data to train the model.

## More from The Recursive Agents Hackathon

- [supplier-chief-of-staff](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/1)
- [icomppower.com](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/2)
- [Traceback](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/4)
- [SPARKLETEAM](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/5)
- [DoneDone](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/6)
- [Swarm](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/109)

---

Markdown version of https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/3. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt