~/talk

Unleash the Power of AI Craft Your Magic with ChatGPT API!

Talkat REFACTR.TECH 2023 · on Friday, 2023-10-27· [ai-assisted-development, machine-learning]
slides:none on file

Shows a working backend + frontend demo that calls the ChatGPT REST API, sends JSON arrays of system and user messages, and streams responses via server‑sent events. Explains token limits (about 4,030 for older models, a 16k model for larger context), temperature tuning effects on randomness, and gives a concrete sample query that costs 429 tokens. Uses the OpenAI moderation endpoint (returns a moderation API true/false flag), swaps model by changing a string, and the demo reliably generates styled sports articles.

AI-written summary · about

  1. 0:00Introduction
  2. 1:29What is AI and GPT models
  3. 3:38Chinese Room thought experiment
  4. 5:24GPT’s mental model for devs
  5. 6:49ChatGPT API key concepts
  6. 7:30Tokens, temperature basics
  7. 10:59System messages structure
  8. 12:27Demo setup overview
  9. 13:13Backend for ChatGPT
  10. 14:40Content moderation with OpenAI
  11. 15:47API request payload
  12. 16:50Streaming responses & models
  13. 18:14Reuse API endpoint
  14. 18:56Live prompt engineering demo
  15. 20:21Sports stories with AI
  16. 22:34Prompt engineering testing
  17. 23:55Third-party model limits
  18. 24:16Prompt engineering resources
  19. 25:00Closing remarks
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.