Build a CHATBOT for your GIT repository with Langchain, OpenAI, ChromaDB and Streamlit.

The unintended effect of the release of chat GPT, is the massive spike in interest for vector databases or embeddings databases. I was curious to learn what the use case could be for such technology.
That's when I thought of creating embeddings of a public github repo and using OpenAI + Langchain to query it.
To see the results please watch the 📹.

The following technologies were integrated in the creation of this prototype.

Code is available in this repo

Questions are welcome in the comments and I'll try to answer them to the best of my abilities. Feedback or additional knowledge is welcome as well.