abdulmunimjemal/AI-Rate-My-Professor

AI Rate My Professor is an AI-powered chatbot that utilizes Agentic RAG AI to help users find detailed information about professors by name or university.

AI Rate My Professor

AI Rate My Professor is an AI-powered chatbot that helps users find detailed information about professors by name or university.

Features

• AI-Driven Search: Provides detailed information using advanced AI models.
• Real-Time Chat: Supports real-time communication with WebSockets.
• Light and Dark Mode: User-friendly theme options.
• Dynamic Responses: Generates dynamic responses based on user queries.

Advanced Capabilities

• LLM Tool Call Integration: Dynamic interaction with external tools and APIs.
• Agentic RAG: Combines retrieval and generative models for accurate responses.

Screenshots

Here are some screenshots of the application in action:

Dark Mode	Light Mode

Professor Search Result	LLM Tool Calling Example

Tech Stack

• Extensive Tech Stack:
  • AI Tools: Langchain, Pinecone, OpenAI, Agentic RAG, Custom Tool Calling
  • Backend: FastAPI, WebSockets, Redis
  • Frontend: HTML, CSS, JavaScript
  • Package Management: Poetry

Project Structure

• data/: Data files and databases.
• templates/: HTML templates.
• tools/: Agentic AI Tools for dynamic functionalities.
• agent.py: AI agent logic.
• main.py: FastAPI server.
• rag.py: RAG logic.

Getting Started

1. Clone the Repository:

   git clone https://github.com/abdulmunimjemal/AI-Rate-My-Professor.git
   cd AI-Rate-My-Professor

2. Install Dependencies:

   poetry install

3. Run the Application:

   poetry run python main.py

License

MIT License.

Author

Abdulmunim - Munim