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---
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title: Farmitra AI — Intelligent Agriculture Assistant
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emoji: 🌾
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colorFrom: green
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colorTo: green
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sdk: static
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pinned: true
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app_port: 7860
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---
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# Farmitra AI — Intelligent Agriculture Assistant |
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**किसानों के लिए, किसानों के साथ.** |
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Smart, multilingual (Hindi/English/… ) AI to improve crop decisions, reduce losses, and boost income. |
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> Chatbots • Smart Insights • Disease Detection • Market Intelligence • Advisory • Multimodal Agri AI |
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--- |
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## What we do |
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Farmitra AI is a full-stack agriculture intelligence platform: |
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- **Farmitra Chatbot** — domain-tuned LLM assistant for agronomy, pests, fertilizers, irrigation, govt schemes, and best practices. |
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- **Smart Insights** — structured, JSON-ready agronomic tips (schedules, risk flags, do/don’t) for direct app rendering. |
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- **Disease Detection (Vision)** — leaf-image diagnosis with remedy plans (chemical/organic), severity score, and follow-up schedule. |
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- **Market & Weather Intelligence** — local mandi trends, seasonal patterns, and hyperlocal weather alignment. |
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- **Advisory & Expert Connect** — escalate tricky queries to agronomists with AI-prepared case sheets. |
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--- |
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## Models & Inference |
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- **Domain LLMs:** Agri-tuned instruction prompts on top of open models (e.g., Llama-3 family) + retrieval augmentation. |
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- **Local Serving (Ollama):** Run small/medium models on a VPS for low-latency Hindi/English inference. |
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- **Vision:** CNN/transformer backbones for leaf disease classification + few-shot adapters for new crops. |
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- **Routing:** Policy to select provider (Ollama/Groq/GPT/Gemini) via environment flags. |
