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AI/ML Meetup

This repo contains the raw materials I used during a local meetup in which we talked about the basic buildig blocks of creating a GenAI application.

Slide content

The slides are available on Google Slides

Companion material

While going through the presentation, I often used a Jupyter notebook to do various demos. Those notebooks are included in this repository.

docker compose up

Open the notebook at http://localhost:8888 (no auth token is required).

  • 01-setup.ipynb - installs the various pip libraries used in the other demos. While I could have done this as part of the notebook creation, I wanted to show the libraries and make it easy to find them
  • 02-[Ollama|OpenAI].ipynb - notebooks with various demos. If you're using Ollama (running locally), use the Ollama notebook. Otherwise, the OpenAI notebook is available.
    • To use OpenAI, create a file at the room of the repo named openai-key.txt that contains only the value of your OpenAI API key (sk-WH... as an example).

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