~/talk

AI Powered Web Apps Learn To Utilize OpenAPI And LangChain To Create Your First AI

Talkat React Brussels 2023 · on Friday, 2023-10-13· [ai-assisted-development, web-platform]
slides:none on file

Builds a working AI web app that turns freeform housing requests into structured JSON, extracts price range and bedroom count with a Zod schema, and then queries the Zillow API to return results — demo returns about 40 listings. Uses JavaScript (no React), integrates OpenAI via LangChain prompt templates and chained prompts, shows how to parse model output reliably into fields, and confirms the end-to-end flow successfully returns property results.

AI-written summary · about

  1. 0:00Introduction by host
  2. 1:58Speaker introduction
  3. 5:16Fear of AI replacing jobs
  4. 7:21AI adoption phases explained
  5. 7:41AI terms explained simply
  6. 12:30Where to start building AI apps
  7. 13:54Frontend backend AI integration
  8. 16:28Demo AI real estate app
  9. 20:01Setting up AI service
  10. 21:49Chaining prompts together
  11. 25:27Zod schema for JSON output
  12. 27:13Testing the AI app
  13. 28:40Next steps and recommendations
  14. 29:02Four AI app categories
  15. 30:27Path forward and call to action
  16. 31:08Closing and resources
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