Build a Public Farm Mechanization Subsidy Application Screener

Screen farmer equipment rental subsidy inquiries against mock landholding limits and regional mechanization schemes. Deliver transparent pre-qualification scorecards and required certificate manifests for field extension workers.

Agricultural extension officer

Ingest farmer operational land area, tractor horsepower requirements, and mock district agricultural criteria.

Cross-reference applicant farmer category against designated small and marginal farmer quota thresholds.

Calculate theoretical subsidy percentages for customized custom-hiring center equipment packages.

Format an itemized pre-qualification report detailing missing revenue stamps and land tenure papers.

Lightweight tablet-friendly form with interactive eligibility gauges and document upload checklist guides.

Utilize synthetic farmer profiles and mock state agricultural mechanization policy parameters in JSON files. Starter examples below are synthetic. They are not downloaded records.

Beckn protocol specifications Leverages Beckn protocol core ordering and discovery message structure for structuring equipment service requests.

qdrant, fastapi, pydantic. Performs fast semantic lookup over complex regional subsidy scheme text and eligibility exceptions. Standard embedding model with vector retrieval and small LLM for eligibility justification synthesis.

Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.

Correctly maps landholding acreage to statutory farmer category definitions.

Evaluates implement capacity bounds against regional scheme caps.

Produces downloadable casework summary dossiers without calling live government welfare portals.

```json [ { "input": { "farmer_id": "FRM-8812", "landholding_acres": 2.2, "district": "Belagavi", "equipment_type": "Rotavator", "implement_cost_inr": 110000 }, "expected_output": { "farmer_category": "Small_Farmer", "subsidy_eligible": true, "eligible_pct": 50, "max_subsidy_amount_inr": 50000, "mandatory_documents": [ "Land Record Extract", "Bank Passbook Copy", "Equipment Invoice Quotation" ] } }, { "input": { "farmer_id": "FRM-9941", "landholding_acres": 12.5, "district": "Belagavi", "equipment_type": "Tractor_Mounted_Sprayer", "implement_cost_inr": 80000 }, "expected_output": { "farmer_category": "Large_Farmer", "subsidy_eligible": true, "eligible_pct": 40, "max_subsidy_amount_inr": 32000, "mandatory_documents": [ "Land Record Extract", "Self Declaration Undertaking", "Equipment Invoice Quotation" ] } } ] ```

Restricts calculations to advisory subsidy estimates and prohibits collection of national identification numbers. Use mock external writes. Require human review before any real deployment.