A financial immune system for Gen-Z: one app for money, trips, clubs and insurance, with a voice copilot that understands Hinglish.
- role
- AI strategy and RAG implementation
- status
- Hackathon build
- when
- FINVASIA 2026
- ownership
- Team project
Overview
BODHI is a fintech super app in React Native that replaces the five apps it takes to manage one weekend away. It holds a live net-worth dashboard, QR and UPI payments, shared Trip Wallets, Venture Clubs, paper trading and a market simulator. GAP, its voice copilot, logs spending and answers questions about your money in Hindi, English or Hinglish, and Insurance Stories explains a policy PDF in plain language.
Why it exists
Finance apps are broken for a new generation: group expenses sour trips, investing runs on FOMO, and insurance documents go unread until a claim fails. BODHI brings those jobs into one place and puts AI where the jargon is.
My part
- An insurance RAG pipeline: PDF text extraction with PyMuPDF, overlapping chunks, Gemini text-embedding-004 embeddings and an in-memory cosine-similarity vector store.
- Strictly grounded answers from Gemini 1.5 Flash, with a clause reference and a confidence level, and an honest fallback when the answer is not in the policy.
- Payment work across the app and the FastAPI backend, including the Insurance and payment screens.
- The product's promotional website.
How it works
- a
Speak
A voice command or a policy PDF comes in from the app.
- b
Transcribe
Sarvam AI handles speech in Hindi, English and Hinglish.
- c
Understand
Gemini reads the intent; RAG retrieves the relevant clauses.
- d
Act
FastAPI on AWS Lambda runs the payment, trade or expense.
- e
Answer
The result returns on screen and as speech.
The product
Built with
- React Native
- TypeScript
- FastAPI
- AWS Lambda
- Neon PostgreSQL
- SQLAlchemy
- Gemini
- Sarvam AI
- PyMuPDF
- Razorpay
- Next.js
- Team
- 3 builders
- App screens
- 20+
- API routers
- 18+
Status & next
On the roadmap: open banking through Account Aggregator and LSTM wealth forecasting.
Source: BODHI repository README, its commit history and the insurance_rag service; screens from the repository's app screenshots