# Team Panic

- **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:** [Kaushik paykoli](https://cerebralvalley.ai/u/panicengineer)
- **GitHub:** https://github.com/kaushik0010/retell
- **Demo video:** https://youtu.be/sfU3lwFl09s
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1144

Reading an answer isn't the same as recalling it.

Students can understand an answer while reading, but examinations require them to reproduce important concepts independently. They often forget essential technical terminology, omit key points, or struggle to recall structured answers under exam pressure.

Retell turns existing study material into an active-recall practice experience where students explain answers aloud and receive feedback on the concepts they missed.

Students can import handwritten or printed notes, scanned PDFs, and existing question-answer material. Retell extracts source-grounded questions, reference answers, and important evaluation criteria, which students can review and edit before practicing.

During practice, students explain answers in their own words while Retell transcribes their speech in real time. Its semantic evaluation identifies concepts that were covered, partially covered, missed, or explained incorrectly. It accepts valid paraphrasing rather than requiring exact keyword matching.

Students can practice complete answers or individual paragraphs, receive contextual recall hints, retry answers, and compare attempts to see which concepts improved or regressed. A visual progress summary also makes improvements immediately visible.

Retell follows a local-first approach: study materials, transcripts, and attempt history are stored in the browser without mandatory registration or cloud synchronization.

The goal is not to replace students' existing study methods, but to make revision more effective by helping them identify and correct gaps in their recall.

Retell. Know it. Say it. Improve it.

## More from Meta Global AI Developer Hackathon

- [Amuseworthy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1141)
- [HSP](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1142)
- [WilmerAngel](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1143)
- [Knight AI+AV](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1145)
- [WorldOS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1146)
- [DuetNest Meta Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1147)

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