rajvarshith14/Farmily

🌱 Farmer-first digital ecosystem — verified marketplace with mandi price enforcement, 15 AI-powered tools, multilingual support in 13 Indian languages, and a 5-role supply chain. IEEE CICN 2026. # 🌱 Farmily — From Advice to Sale > A farmer-first digital ecosystem that gives Indian smallholder farmers real market prices, AI-powered crop guidance, and direct access to buyers — in their own language, on day one. --- ## 📌 The Problem Indian smallholder farmers — **86 million of them** — receive only **25–40% of the final consumer price** for their produce. Commission agents exploit three compounding gaps: - **Informational** — farmers have no access to real-time government-verified mandi prices before selling - **Digital** — most agri-tech platforms require English literacy and stable internet most rural farmers don't have - **Structural** — no existing digital platform enforces a minimum price floor at the point of listing --- ## ✅ What Farmily Does Farmily is a full-stack web platform that closes all three gaps simultaneously: | Contribution | What it does | |---|---| | 🏛️ **Price-Band Governance** | Fetches live government mandi data (data.gov.in API) and blocks underpriced listings before any database write. Rejections framed as empowerment: *"You can ask for more."* | | 🗣️ **Language-First Accessibility** | 13 Indian regional languages. Illustrated-button onboarding — no typing. BCP-47 audio-guided tutorials that advance on farmer action, not timer. Works for zero-literacy users. | | 🤖 **Resilient AI Advisory Chain** | Google Gemini (primary) + Groq Llama 3.3 70B (automatic fallback). Ensures uninterrupted advisory access under API quota limits or rural connectivity failure. | --- ## 🖥️ Tech Stack **Frontend** - React.js + Vite - TailwindCSS - Framer Motion - Web Speech API (BCP-47 locale-aware TTS) - Google Translate API (live translation of all AI outputs before React state update) **Backend** - Node.js + Express.js - JWT authentication (role-scoped) - OTP-based login - MongoDB Atlas **AI & APIs** - Google Gemini Multimodal API — Crop Doctor, AI Price Advisor, AI Companion - Groq API (Llama 3.3 70B) — automatic AI fallback - data.gov. …