Indra

Extract structured climate impact data from research abstracts.

Paste an abstract → get back hazard type, location, impact domain, uncertainty analysis, and a full JSON record. Bring your own API key (Gemini, OpenAI, Anthropic, Grok, Groq).

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Run locally

Frontend

npm install
npm run dev

Backend

cd backend
pip install -r requirements.txt
uvicorn main:app --port 8001 --reload

Frontend → localhost:3000, Backend → localhost:8001

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Project layout

├── backend/
│   ├── main.py
│   └── src/
│       ├── annotation/
│       ├── llm/
│       ├── schema/
│       └── uncertainty/
├── components/
├── services/
└── App.tsx