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