Our Sincere Thanks
KrishiMitra AI is made possible through the progressive, open-access digital infrastructure established by the Government of India and open weather telemetry services. We extend our deepest gratitude to the ministries, departments, open data platforms, and partner APIs whose freely provided public datasets and models allow this platform to operate completely free of charge for Indian farmers.
Digital India Bhashini (NLTM, MeitY)
National Language Translation Mission
Provides state-of-the-art neural speech recognition (ASR), translation (NMT), and high-fidelity text-to-speech (TTS) across 13 Indian languages (Hindi, Kannada, Gujarati, Marathi, Tamil, Telugu, Malayalam, Punjabi, Bengali, Odia, Assamese, Kashmiri, and English). This allows KrishiMitra to offer natural, spoken voice interactions to farmers in their mother tongue.
data.gov.in / AGMARKNET
Open Government Data Platform & Ministry of Agriculture
Provides daily wholesale arrival and price feeds across thousands of agricultural produce market committees (APMCs) throughout India. This public API enables KrishiMitra to provide accurate, daily-synced modal, minimum, and maximum mandi rates.
e-NAM (National Agriculture Market)
Small Farmers' Agribusiness Consortium (SFAC)
Connects APMC mandis into a unified electronic trading network. KrishiMitra leverages e-NAM data to present trade depth, commodity varieties, quality grades, and electronic auction transparency directly to farmers.
UPAg & Dept of Consumer Affairs (DoCA)
Unified Portal for Agricultural Statistics
Furnishes essential macroeconomic indicators, retail price spreads, reservoir storage levels, and CWWG rainfall departure statistics, giving farmers actionable guidance on whether to hold or sell their produce.
ReMS (Rashtriya e Market Services)
Unified Market Platform, Govt of Karnataka
Operates the unified electronic agricultural market platform across Karnataka's APMC mandis. KrishiMitra integrates daily lot arrivals, bid statistics, variety-specific auction rates (including Sirsi, Shivamogga, and Belagavi), and electronic auction transparency.
K-RAMA (Krishi Marata Vahini / KSAMB)
Karnataka State Agricultural Marketing Board
Provides official real-time daily auction pricing, commodity arrivals, and APMC market intelligence for all districts across Karnataka. Feeds real-time mandi rate updates and variety trends directly into KrishiMitra.
RainViewer Weather API
Real-Time Doppler Radar & Satellite Precipitation Imagery
Real-time Doppler precipitation radar overlays, animated rain cloud heatmaps, and satellite infrared telemetry across India are generously provided by RainViewer under their open developer API terms.
Empowering Rural Inclusivity through Digital India Bhashini
Special recognition to the Ministry of Electronics and Information Technology (MeitY) and the Digital India Bhashini Division for championing open, indigenous AI models that bridge linguistic divides, ensuring that technology serves every farmer in every corner of India in their own language.