The notebooks in this repo are single-purpose and approachable. If you haven't used Python Notebooks before, start with im-new-here.

Python environment setup, installing dependencies, API keys, .env files

There are so many cool frameworks, low/no code tools paradigms, etc, out there. Before you jump to those it's helpful to understand what you can do with the basic api calls

Retrieval augmented generation is an effective way to give an LLM specific context to incorporate into its response.

The United States National Trasportation Safety Board conducted a multi year investigation into the Titan Submarine implosion. The findings are detailed in a 79 page PDF. We extract the data, embed it, then get to do our own investigation!

March 2021: Congress summoned Mark Zuckerberg, Jack Dorsey, and Sundar Pachai to investigate their respective platform's involvment in the polarization of the United States over the previous years. In just a few minutes we will take this 244 page transcript and make it into a knowledgebase we can use to see how these guys were defending their decisions!

We see how we can summarize and make sense of wikipedia trending data found within CSVs I created through my Wikipedia Chronicle project