# Ethan Gritli

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Ethan Gritli](https://cerebralvalley.ai/u/EthanGr)
- **GitHub:** https://github.com/eg-ethan/Sunrise-insights
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5126

RAGA is the Sunrise Terminal's research assistant, built for this hackathon on Meta Muse 1.3
  Contributor. Nine stages, stdlib only: (1) firewall rejects portfolio/jailbreak prompts without
  calling the model, (2) exact + (3) semantic caches, (4) static greetings, (5) out-of-universe router
  to the GEX Suite, (6) hybrid vector retrieval over SQLite (~250 chunks: 102 companies, dashboard/GEX
  equations, learnings, 10-Q top-3 segments), (7) Muse 1.3 with a 3.0s timeout via RAGA_MUSE_BASE/KEY,
  (8) output redaction of paths, secrets, and attribution, (9) JSONL trace per turn. Embeddings prefer
  bge-small-en-v1.5 with a deterministic hash fallback. The chat drawer is XSS-safe and executes
  navigate_ui tool calls. Health at /api/raga/health shows vector DB size, hit ratio, and model
  status:

## More from Meta Global AI Developer Hackathon

- [SaySo_sakib](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5123)
- [Arupa AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5124)
- [Vishisht Magan](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5125)
- [TareKV](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5127)
- [Adam Je](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5128)
- [SyncDigit](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5129)

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