AI podcast bot for Discord

Weekend project: an AI-powered bot designed to serve as an episode Q&A companion for your favorite podcast community on Discord. I've focused on the "What Bitcoin Did" podcast as a case study.

Data is the key to any machine learning and AI project. Therefore, most of the work revolved around data preparation: scraping the podcast website for episode transcripts, cleaning the data, and optimizing the vector database.

OpenAI GPT powers the AI component, and for the vector database, I used ChromaDB.

I had to reduce the project's initial scope to fit it into a weekend amount of work and resources I had. Classic agile triangle 😁

However, I have many ideas for making it more natural and interactive.