KrishiSathi
An AI-powered agricultural advisory platform that provides crop recommendations and farmer assistance using RAG pipeline with Pinecone vector databases and Groq LLM APIs.
Problem
Farmers in Nepal lack access to personalized, data-driven agricultural advice. Traditional extension services are limited and slow.
Solution
An AI advisory platform combining RAG pipelines with agricultural datasets and soil information. Uses in-browser ONNX inference to minimize backend costs while delivering fast, relevant recommendations.
Key Features
RAG pipeline with Pinecone vector databases and Groq LLM APIs
In-browser ONNX Runtime inference via Transformers.js
Agricultural dataset and soil information integration
Crop recommendation and farmer assistance
Outcomes
National Level Hackathon Winner (2024)Reduced infrastructure costs via client-side inference
Tech Stack
Next.jsTypeScriptExpressMongoDBPineconeTransformers.jsGroqONNX Runtime