Essay Grader LLM

AI-Powered Essay Grading System
This tool evaluates essays based on a comprehensive rubric and provides detailed feedback. It can also check for potential plagiarism in the submitted work.

Video demo

Essay Grader LLM Demo Video

Features

• FastAPI: Backend framework for handling API requests
• Gradio: UI for easy interaction with the AI assistant
• LangChain: Used for building and chaining prompts for AI responses
• RAG: Used rag to increase the accurcy of the results comparing essays with ones at a similar level.
• Pydantic: Data validation and modeling

Installation

Clone the repository:

git clone https://github.com/dmoayad/essay-grader-llm.git
cd essay-grader-llm

Install dependencies:

pip install -r requirements.txt

Usage

Access the Gradio interface:

python app.py

click the link on the terminal which is mostlikely http://0.0.0.0:8000/

API Endpoints

• POST /predict - Process input and return AI-generated responses.

Contributing

Feel free to fork this repository and submit pull requests with improvements!

License

This project is licensed under the MIT License.