# Jimmy 2.0

- **Event:** [WeaveHacks 3: Self-Improving Agents Hackathon with Weights & Biases](https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80)
- **When:** Jan 31 at 9:00 AM – Feb 1 at 5:00 PM (PST)
- **Where:** 400 California St, San Francisco, CA
- **Team:** [Armin Foroughi](https://cerebralvalley.ai/u/arms), [Blake Ledden](https://cerebralvalley.ai/u/eklabbackwards)
- **GitHub:** https://github.com/arminforoughi/k1_coreweave
- **Demo video:** https://youtu.be/VoBni8OpK8s
- **Gallery:** https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery/25

Jimmy 2.0 is a system that utilizes the YOLO vision model and dataset to identify objects it does NOT know, and then through a pipeline of Claude/GPT models and Browserbase research determines what that object likely is then embeds and stores that knowledge in a redis vector index for future reference. Utilizing weighted confidence metrics, Jimmy 2.0 is learning more about the world around it every time it goes for a walk.

Utilizing Daily - users can interact with Jimmy to learn more about what it has learned!

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Markdown version of https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery/25. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt