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๐ŸŒพ Multilingual Mandi

AI-powered multilingual marketplace assistant designed to empower local Indian mandi vendors and buyers through transparent pricing and language accessibility.

Built for the 26 January Prompt Challenge -- AI for Bharat.


๐Ÿ“– Overview

In many Indian mandis (local markets), farmers and buyers face two major problems:

  • ๐ŸŒ Language barriers between buyers and sellers
  • ๐Ÿ’ฐ Unclear or unfair pricing during negotiations

Multilingual Mandi solves this using AI by providing:

  • Real-time language translation
  • AI-powered price suggestions
  • Negotiation assistance

The goal is to make mandi transactions fair, transparent, and accessible for everyone in Bharat.


๐Ÿš€ Key Features

๐ŸŒ Multilingual Communication

AI-powered translation enabling vendors and buyers to communicate in different Indian languages.

Example: - Farmer speaks Telugu

  • Buyer speaks Hindi
  • AI translates conversation instantly

๐Ÿ“Š AI Price Discovery

Provides intelligent price guidance using mandi-style data:

  • Minimum market price
  • Average mandi price
  • Recommended selling price

Helps farmers avoid underpricing their crops.


๐Ÿค Smart Negotiation Assistant

AI analyzes offers and suggests whether the deal is:

  • โŒ Too Low
  • โš– Fair Price
  • โœ… Good Deal

This helps farmers make confident selling decisions.


๐Ÿ“ฑ Simple Web Interface

Designed for ease of use by local vendors.

  • Simple UI
  • Fast responses
  • Accessible from low-end devices

๐Ÿ›  Tech Stack

Frontend

  • React
  • Vite
  • JavaScript
  • CSS

Backend

  • Node.js
  • Express
  • REST APIs

Deployment

  • GitHub for version control
  • Web-based interface for accessibility

๐Ÿ“ธ Screenshots

Dashboard Overview

Multilingual Mandi Dashboard


๐Ÿ‡ฎ๐Ÿ‡ณ Bharat Impact

Multilingual Mandi contributes to Digital Agriculture and Inclusive Markets by:

  • Breaking language barriers in local markets
  • Improving price transparency
  • Helping small vendors negotiate better
  • Supporting the vision of Viksit Bharat

๐Ÿ“ Project Structure

Multilingual-Mandi/
โ”‚
โ”œโ”€โ”€ frontend/        # React + Vite UI
โ”œโ”€โ”€ backend/         # Node.js + Express APIs
โ”œโ”€โ”€ screenshots/     # Project screenshots
โ””โ”€โ”€ README.md

โš™๏ธ Running the Project Locally

1๏ธโƒฃ Clone the repository

git clone https://github.com/NRR385/Multilingual-Mandi.git
cd Multilingual-Mandi

2๏ธโƒฃ Start Backend

cd backend
npm install
node server.js

3๏ธโƒฃ Start Frontend

cd frontend
npm install
npm run dev

Open:

http://localhost:5173

๐Ÿ“Œ Challenge Details

Event: 26 January Prompt Challenge Theme: AI for Bharat ๐Ÿ‡ฎ๐Ÿ‡ณ

This project demonstrates how AI can empower local economies and agricultural markets.


โญ If you found this project interesting, consider giving it a star on GitHub!

About

Multilingual Mandi is a full-stack AI-powered web application that enables multilingual communication, real-time price discovery, and smart negotiation for local Indian markets. Built using React, Node.js, and a prompt-driven workflow with Kiro for the 26 January Prompt Challenge โ€“ AI for Bharat ๐Ÿ‡ฎ๐Ÿ‡ณ.

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