FlipBit

FlipBit is a web application designed to automate the grading of assessments. It accepts both text and image-based inputs and uses Gemini along with Pinecone to generate accurate scores along with personalized feedback. FlipBit reduces the evaluation burden for teachers and brings consistency to subjective assessments.

Project Structure

Arethos/
├── react-app/        # React.js app (UI)
├── arethos-back/     # Python app (API & AI logic)
├── README.md

Requirements

Before you begin, ensure the following tools are installed:

• Node.js (v18 or higher)
• Python 3.10 or higher

You’ll also need accounts and API keys for:

• Google Gemini API
• Pinecone Vector Database
• Azure

Setup Instructions

1. Clone the Repository

git clone https://github.com/anjishnu-mukherjee/Arethos.git
cd Arethos

2. Frontend Setup (React.js)

Navigate to the frontend folder:

cd react-app

Install dependencies:

npm install

Start the local server:

npm start

This will run the frontend on http://localhost:3000.

3. Backend Setup (Python)

Navigate to the backend folder:

cd ../arethos-back

Create and activate a virtual environment:

python -m venv venv
source venv/bin/activate      # On Windows: venv\Scripts\activate

Install the dependencies:

pip install -r requirements.txt

For Installation of Azure Core tools Follow the link: Install Azure Core Tool

Create a .env file in the /arethos-back directory with the following variables:

GEMINI_API_KEY=your_gemini_api_key
PINECONE_API_KEY=your_pinecone_api_key
AZURE_STORAGE_ACCOUNT_KEY=your_azure_storage_key
AZURE_STORAGE_ACCOUNT_NAME=your_account_name

Run the backend server:

func start

4. Connect Frontend with Backend

Update the following endpoints inside

• src/UploadScreen.jsx -> gemininResponse endoint

• src/BlobStorage.jsx -> sasurl endpoint

Save and reload the frontend.

Development Team

Developed by Team Arethos

• Anjishnu Mukherjee
• Archit Anant