1. 📓 JupyChat
Writing a ChatGPT plugin in Python that executes Python
Elijah Wilson tizz98

2. Me 👋
Elijah (Eli) Wilson
Staff Software Engineer & Tech Lead
at Noteable.io
A person with too many side projects
Lives in Brighton, MI
tizz98
@elijahwilson@fosstodon.org

3. ChatGPT
● Large Language Model
● Built by OpenAI
● Recently added plugin support

4. ChatGPT Plugins
“Do stuff outside of ChatGPT”
● Wolfram
● Instacart
● OpenTable
● Zillow
● Redfin
● Kayak
● Noteable

5. JupyChat plugin
● Authenticate with OAuth using
Auth0
● Execute code using Jupyter
● Show images from results of
queries, such as charts

6. What goes into a
plugin?
1. Authentication
2. OpenAPI specification
All of this is defined in a single file for
ChatGPT to discover: ai-plugin.json.

7. High Level
Architecture
● User interacts with ChatGPT
● ChatGPT calls our API using
known endpoints from OpenAPI
document
● Our FastAPI server creates and
runs Jupyter notebooks using
ZMQ

8. ai-plugin.json
Here’s what we have so far…
● offline_access allows for
refresh tokens
● openai
verification_tokens will
be provided by OpenAI after
installing the plugin
● is_user_authenticated
should be dynamic

9. Let’s make it in FastAPI! ⚡️

10. Install in ChatGPT
● Select “Plugins”
● Develop your own plugin
● Use ngrok to test OAuth

11. Add Auth0 Secrets
● Client ID
● Client Secret

12. Post-setup config
● Add the callback URL as an
“Allowed Callback URL” in
Auth0
● Update your .env with the new
verification token

13. Try it out! 😎

14. Ethics in AI:
Implications for
ChatGPT Plugins
● Ethical considerations specific
to ChatGPT plugins
● Importance of safeguards in
plugin design
● Balancing utility and safety

15. Noteable.io Plugin
● Build Jupyter notebooks without
running Jupyter
● Execute code and get results
back in ChatGPT
● Learn new things!
● Get started at
https://app.noteable.io
https://www.youtube.com/watch?v=Vmg3gBNCYPw

16. Thank you! 🎉
https://github.com/tizz98/jupychat
https://fosstodon.org/@elijahwilson
https://app.noteable.io