UWM Lecture on LLM, Vector DBs, and RAG

This repo accompanies the lectures on LLM, Vector DBs, and RAG at UWM.

Setup

1. Clone the repo
2. Create a .env file with the following:

   GROQ_API_KEY=<your-groq-api-key>
   OPENAI_API_KEY=<your-openai-api-key>
   

3. Install the dependencies

   pip install -r requirements.txt
   

Running the scripts

Each subdirectory contains a set of scripts that correspond to the topics covered in the lectures.

To run a script, navigate to the subdirectory and run the following command:

python <script-name>.py