# Steven Tenorio Castillo

- **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:** [Steven Tenorio Castillo](https://cerebralvalley.ai/u/stenorioc)
- **GitHub:** https://github.com/umdis/glosa
- **Demo video:** https://www.youtube.com/watch?v=AVtE_m_gakg
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2307

Glosa turns hours of video into searchable, citable knowledge. Pick a collection of sermons, lectures or talks, and Glosa transcribes it, reads what was written on screen, and lets you search by what was said or ask questions across the whole collection. Every answer is a set of claims with verbatim quotes, and every quote is checked against the transcript on the server and anchored to the exact minute before you see it; the model never writes a timestamp. You can ask in any language, typed or dictated, and watch the agent's real steps in the margin as it works. Verified quotes become investigations you can publish, captioned vertical clips, or illustrated cards with a QR code to the minute. Editors group videos into series you can question on their own, and approved topics become tags. It also builds a Scripture index checked against the real chapters and verses, hides prayer requests about sick or grieving people until an editor decides, and can blur the congregation in frames with SAM 3.1 so only the speaker is visible. When an editor links a video to its YouTube upload, every quote can open the original at the same minute. A WhatsApp webhook for asking questions is built and tested with signed events, but not yet connected to a phone number. It is built for a pastor, a teacher or a student who needs to search, cite and teach from a mountain of video. Live demo: https://glosa.umdis.site

## More from Meta Global AI Developer Hackathon

- [Revora](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2304)
- [ZeroLatency](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2305)
- [RecordioAI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2306)
- [tabs_over_spaces](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2308)
- [Joy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2309)
- [nef](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2310)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2307. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt