Agricultural AI Frontend
PRAGATI: Precision Retrieval & AI for Generative Agricultural Technology & Insights
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PRAGATI is a pioneering RAG-powered Multi-Agent Orchestrator System tailored for agricultural domain knowledge. Our vision is to empower the agricultural sector with:
- **Specialized AI Agents**: Deliver precise, timely, and context-aware recommendations for crop selection, irrigation, fertilizer use, pest detection etc.
- **Query Complexity Assessment**: Optimizes retrieval and generation, ensuring the right expertise is applied to each query.
- **Multi-Agent Orchestration**: Coordinates specialized agents for comprehensive, expert-backed answers.
- **Multi-Lingual & Multi-Modal Support**: Accessible via text, image, and voice inputs, making PRAGATI an AI truly "For the Farmers".
- **Deep Research Pipelines**: Enhance coverage and depth of recommendations.
- **Human-in-the-Loop (HITL) Validation**: Ensures factual accuracy and reliable decision support for farmers and stakeholders.
- **Retrieval-Augmented Generation (RAG) Pipeline**: Integrates semantic search with domain-specific knowledge base retrieval, ensuring all AI-generated responses are grounded in verified agricultural data.
> PRAGATI is accurate, fast, and reliable—driving progress and growth in agriculture, just as its name means!
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A modern Next.js front-end application for Agricultural AI solutions, including chat, crop recommendations, disease prediction, and more.
## Features
The dashboard provides the following AI-powered features and tools:
- **AI Specialists Tab**
- Crop Yield Prediction
- Crop Health Analysis & Disease Prediction
- Pest Control & Prediction
- Crop Recommendations (Soil-based)
- Fertilizer Guide
- Irrigation Planning
- Weather Advisory
- Market Prices (Real-time)
- Credit Policy & Market Intelligence
- Risk Management
- Agriculture News & Updates
- **Chat History Tab**
- Access and revisit all your previous chat sessions with AI agents.
- **QR Scanner** …