TiesdeKok / pydata_2023

Companion materials for my PyData 2023 talk on generative LLMs

PyData 2023 - Seattle - Tutorial

Title: Going beyond ChatGPT: an introduction to prompt engineering and LLMs
Instructor: Ties de Kok
Date: April 26th 2023

Binder link:

To get started with the demonstration portion, click the button below!

Recording link:

https://youtu.be/CG3b6D3XNOE

Links from presentation:

• My Medium article:
  • https://medium.com/towards-data-science/beyond-chat-bots-the-power-of-prompt-based-gpt-models-for-downstream-nlp-tasks-21eff204d599
• My working paper:
  • https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4429658
  • https://github.com/TiesdeKok/gllm_companion
• (Chat)GPT assistants for Jupyter:
  • https://github.com/TiesdeKok/chat-gpt-jupyter-extension
  • https://github.com/jupyterlab/jupyter-ai
• Prompt chaining:
  • https://github.com/Significant-Gravitas/Auto-GPT
  • https://github.com/hwchase17/langchain