singhalkarun / app

Deployed URL

AmaKrushAI

About AKAI 🧑‍🌾

The vision of the AI assistant is to empower farmers with the timely knowledge and insights they need to thrive in an ever-changing agricultural landscape. Providing personalised and vernacular assistance through the AI-powered assistant aims to help farmers make informed decisions, increase their crop yields, and ultimately contribute to the increase in farmer income.

Features 🎯

• Ama Krushi (advisory dep of Odisha) maintains a vetted advisory database on key agriculture and allied sector activities relevant to Odisha
• Information in the curated Database is encoded using BERT to compute the similarity of information to any query
• Each query passes through an algorithm that scans the DB for relevant information using the similarity score
• A threshold for the similarity score is defined which determines if the DB has information relevant to the prompt
• If the similarity index < threshold, then GPT3 directly responds to the query (based on its global learning)
• If the similarity index > threshold, then GPT3 fine-tunes its response based on the information learnt from the DB
• Bhashini is being used to translate queries and responses from Odia to English and vice versa
• Farmers can ask questions in multiple Indian languages (Odia, Hindi, Punjabi, English)
• Bhashini will detect the language and will provide the response in the input language used
• The user interface will allow users to toggle between the most commonly used languages (English & Odia)

Requirements 📜

NodeJS and NPM or yarn

What's inside?

This repo uses Yarn as a package manager. It includes the following packages/apps:

Apps and Packages

• docs: a Next.js app
• web: another Next.js app
• ui: a stub React component library shared by both web and docs applications
• eslint-config-custom: eslint configurations (includes eslint-config-next and eslint-config-prettier)
• tsconfig: tsconfig.jsons used throughout the monorepo

Each package/app is 100% TypeScript.

Utilities

This repo has some additional tools already setup for you:

• TypeScript for static type checking
• ESLint for code linting
• Prettier for code formatting

Build

To build all apps and packages, run the following command:

cd my-turborepo
yarn run build

Develop

To develop all apps and packages, run the following command:

cd my-turborepo
yarn run dev

Designs

Useful Links

Learn more about the power of Turborepo:

• Tasks
• Caching
• Remote Caching
• Filtering
• Configuration Options
• CLI Usage