https://github.com/ajagtapdev/classify-ai

An AI-driven solution for government document classification.
https://github.com/ajagtapdev/classify-ai

llms nextjs nlp

Last synced: 2 months ago
JSON representation

An AI-driven solution for government document classification.

• Host: GitHub
• URL: https://github.com/ajagtapdev/classify-ai
• Owner: ajagtapdev
• Created: 2024-10-12T21:27:32.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-11-23T03:41:50.000Z (over 1 year ago)
• Last Synced: 2024-11-23T04:27:51.979Z (over 1 year ago)
• Topics: llms, nextjs, nlp
• Language: TypeScript
• Homepage: https://classifyai.vercel.app/
• Size: 462 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
Classify.ai - Government Document Classification
 


Classify.ai is an AI-powered solution built to streamline and automate the classification of government documents. The application is built using Next.js for the frontend, integrated with Clerk for authentication, and leverages emailJS for communication. This repository contains the source code for the frontend, backend integration, and components required to classify documents with AI-driven text processing.


Features



  


AI-Powered Text Classification: Classify documents efficiently using our AI engine.

  


User Authentication: Secure authentication for professionals and students using Clerk.

  


Role-Based Access Control: Users are categorized into professional and student roles for appropriate access.

  


Contact Form Integration: Users can send inquiries via the integrated email system (emailJS).

  


Responsive Design: Modern, responsive UI with interactive elements and smooth animations.



Installation


Prerequisites

Before running the project, ensure you have the following installed:



  
Node.js (version 18+)

  
npm or yarn

  
A valid Clerk account for authentication

  
EmailJS account for handling contact form submissions



Setup



  
Clone the repository:

  
git clone https://github.com/yourusername/classify-ai.git

cd classify-ai



  
Install dependencies:

  
npm install

# or

yarn install



  
Set up your environment variables:

  
Create a .env.local file at the root of your project and add the following:

  
NEXT_PUBLIC_CLERK_FRONTEND_API_KEY=your_clerk_frontend_key

NEXT_PUBLIC_EMAILJS_SERVICE_KEY=your_emailjs_service_key

NEXT_PUBLIC_EMAILJS_TEMPLATE_ID=your_template_id

NEXT_PUBLIC_EMAILJS_PUBLIC_KEY=your_public_key





Usage

After setting up your environment variables and installing dependencies, start the development server:

npm run dev

# or

yarn dev



Visit http://localhost:3000 to view the application in your browser.


Authentication

This project uses Clerk for user authentication. Ensure you have a Clerk account and have set the appropriate API keys in the .env.local file.


API Endpoints



  


/api/classify: Classifies text input based on predefined categories.

  


/api/contact: Sends a message to the team using emailJS.



License

This project is licensed under the MIT License. See the LICENSE file for more details.