AI-Institute-June-2023-Workshop

Code for the AI Institute in Dynamic Systems June 2023 Workshop Talk: Scientific Machine Learning with ChatGPT by Nathan Kutz and Mel Mashiku.

Unleashing Efficiency - Leveraging LLM Best Practice Principles and Frameworks for Research Engineering Productivity

Setup

1. Make sure you have an OpenAI ChatGPT API Key
2. Login to or sign up for a GitHub account
3. Create a fork of this live coding session materials repository (ETA < 60 seconds)
   
4. Start up a codespace for editing and running the code (opening the link in a new window is recommended)
   
   Select your fork of the session repository (try entering "AI-Institute" to find your forked repository)
   
5. Navigate (on the left) to the .ipynb file and click Select kernel. This will bring up a dialog in the lower right corner of the window. Select install - note that this is installing into the remote codespace, not onto your local computer.
   

---

Activities

Live coding source code (.ipynb file)

1. ChatGPT API Prompt Completion
2. LangChain ChatGPT Interface
3. LangChain Agents Demo
4. GPT-Engineer Demo

GitHub Codespaces

overview