# Sentient

- **Event:** [Google DeepMind Bangalore Hackathon](https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon)
- **When:** Sat, Jul 11 at 9:00 AM – 10:00 PM (GMT+5:30)
- **Where:** Marathahalli, Marathahalli Main Road
- **Team:** [Shani Singh](https://cerebralvalley.ai/u/shani)
- **GitHub:** https://github.com/shani-singh1/ledger-deepmind-hackathon
- **Demo video:** https://youtube.com/shorts/kKpmK_VZs9I?feature=share
- **Gallery:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery/123

**KhataAgent** is a local-first AI ledger assistant for kirana stores that works even without internet. Built as a voice-driven agent on **Gemma 4 E2B** running entirely on-device via LiteRT-LM, it understands Hindi, Kannada, and English, converts spoken transactions into validated ledger entries, stores them in SQLite, and safely recovers from errors by asking for human confirmation when uncertain. 

When connectivity is available, an optional cloud agent performs heavier tasks such as weekly reconciliation, anomaly detection, and inventory insights, keeping day-to-day bookkeeping fast, private, and reliable even in offline environments.

Talk to your AI for complex report or questions when you're connected to network.

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Markdown version of https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery/123. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt