Scheme Finder POC
AI-powered government scheme matcher for 3500+ schemes.
pip install -r requirements.txt
python src/preprocess.py
python src/build_index.py
streamlit run demo.py
GROQ_API_KEY=your_key
Data CSVs go in /data/ — not tracked in git. EOF
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Turn 1-4: Structured guided intake
→ Bot asks smart targeted questions in fixed order
→ Not free-form chat, actual buttons/options for mobile users
→ Collects: state, age, gender, category, occupation, income,
specific need, disability, family size, BPL status
Turn 5+: LLM reasoning layer
→ Full profile now passed to LLM with ALL scheme candidates
→ LLM reads the full eligibility text of top candidates
→ Reasons: "This person earns 1.5L, has 3 kids, SC category in Rajasthan
→ PM Kisan YES (has land), Palanhar YES (children), PMAY check"
→ Returns ranked results with genuine reasoning not just field matching