Given at PyTexas 2023 at the Austin Central Library--build your own ChatGPT over SMS with Python using the OpenAI API! See what endpoints and functions and model the OpenAI API offers, different use cases, and compare it to other similar machine learning libraries and tools.

1. Build your own ChatGPT with
SMS and the OpenAI API
PyTexas 2023
Lizzie Siegle @lizziepika

2. ● ☎Twilio devangelist
● 󰟲Bryn Mawr CompSci
● 😍 ML🤖, APIs
● 󰜺JS, 🐍

3. Agenda
● AI 101
● OpenAI 101
● OpenAI API
● Build ChatGPT w/ the OpenAI API,
Python, Twilio

5. ❓🤨

6. AI 101🎓

7. © 2019 TWILIO INC. ALL RIGHTS RESERVED.
AI
ML
DL
AI, ML, DL, WTF?
CV NLP

8. ML Model
- Program that can find patterns or make
decisions from a previously unseen dataset

9. Neural Networks
Set of algorithms that work to recognize
connections in a dataset, mimicking
neurons in the human brain

10. Weak AI
- machine simulates thinking,
human behavior

11. Strong AI/Artificial General Intelligence (AGI)
machine reproduces a human
behavior, thinking

14. OpenAI 101🎓

15. ● Create AGI
● Promote, develop “friendly” AGI
● ChatGPT, GPT-3/4, DALLE-2

17. OpenAI API
● Use different models
● HTTP requests || code
● Use cases like
○ text completion
■ generate, edit text
○ Speech-to-text
○ generate images

18. API examples
Codex GPT-3

19. OpenAI API Key @ platform.openai.com

20. Completions API

21. Haiku

23. What are we building?

24. OpenAI 🧠 Make requests to OpenAI's
models
Twilio☎ send/receive SMS
Flask 🕸 Make web app in Python

25. Set env variables

26. Libraries

28. Properties in our Completions API call
1. model: required. generates an answer for prompt
2. prompt: required. Textual context for model to
pattern-match
3. max_tokens: optional. Control completion length
4. temperature: optional. Control randomness
(5.) frequency_penalty. optional. Control repetition

29. Configure Twilio Phone #

30. 📱+17372327398

31. What's Next?
- Docs:
https://platform.openai.com/
docs
- Playground:
https://platform.openai.com/
playground
- Towards Data Science on
Medium

32. Thank you!
@lizziepika
/elizabethsiegle
󰜺 https://twil.io/pytexas