The original title is: "Farmer Rank AI: Using Generative AI to Connect Farmers with the Right Buyers"

Short summary

A B.Tech student built Farmer Rank AI, a generative AI marketplace assistant that lets buyers describe crop needs in natural language and uses Google Gemini to extract structured requirements, match farmers, and rank results with explanations. The project targets India's agricultural sector where small farmers lack visibility and buyers struggle to find suitable suppliers. The workflow covers request parsing, farmer retrieval, ranking, and AI-generated recommendation explanations.

• •Buyers describe crop needs in natural language; Gemini extracts structured filters
• •System ranks farmers by crop match, quantity, quality, price, and location
• •Each recommendation includes an AI-generated explanation of why the farmer was selected

Generated with AI, which can make mistakes.