FarmPulse AI

FarmPulse AI is an agentic crop risk intelligence platform built for India's smallholder farming ecosystem. It combines district-level NDVI stress monitoring, weather analysis, pest-risk reasoning, multilingual farmer advisories, institutional reporting, and a full audit trail.

Main Routes

/overview: command center dashboard with agent statuses, map views, and recent activity.
/districts: district-level explorer with risk reports, NDVI values, and advisory generation.
/farmer-advisory: multilingual farmer workflow focused on Maharashtra typed queries in Marathi.
/institutional: FPO, insurer, and government-facing reporting views.
/audit: chronological audit trail of every agent action and escalation.

Flagship Demo

The centerpiece flow simulates a farmer in Yavatmal, Maharashtra asking in Marathi about fertilizer timing. FarmPulse analyzes the typed or voice-assisted query, checks the district vegetation reference snapshot, soil conditions, and a 5-day forecast, then returns actionable guidance in the same language.

AI-Readable Documentation

For a structured machine-readable summary, open /llms.txt or /llms-full.txt.