Course-Recommendation

Course-Recommendation is a chatbot designed to help you choose majors and courses.

Setup: SETUP.md

What it does

As a student you have to find what courses are available, which ones go together, and which ones you need for you major. Finally, you have to schedule them, and if they don't match you find yourself back at square one.

So, what if there was an assistant that just gives you all the available options and you choose from there? That's what my AI assistant is exactly doing for you.

This assistant can:

• Find major requirements
• Recommend majors
• Find course prerequisites
• Schedule next semester's courses

Quickstart

Please go to SETUP.md

In the project root folder, after setting up, you can run the app using:

# For frontend app:
flask run

For terminal chatting, you have to create two terminal instances. One for mlflow, and one for the agent.

Terminal one:

mlflow server --backend-store-uri sqlite:///mydb.sqlite -p 8889

Terminal two:

python3 crec/agent.py

Documentation

There are 4 different retrievers for the agent:

• Major retriever: Which retrieves major requirements from a dictionary, using soft keyword matching
• Course retriever: Retrieves course info such as description and prerequisites, uses chromaDB vector store and metadata searching
• Schedule Retriever: Retrieves next semester's schedule for specific courses or majors
• Memory retriever: Searches for long term memory to get specific info about the user.

Video Links

Primary Demo: https://youtu.be/8glZdfNl_Uk

Technical Demo: https://youtu.be/U8BUoQR8Gho