~/talk

Say No to Boilerplate: Building Apps with v0

Talkat CascadiaJS 2024 · 2024-06-19..06-22· [ai-assisted-development, databases]
links:none on file
slides:none on file

Live demo builds a UI with v0.dev — built a ChatGPT clone with rainbow colors and scaffolds components that export to Next via CLI, UI scaffolded in under 3 minutes. Backend uses a vector DB (DataStax / Cohere pipeline) populated by scraping about six blog posts for RSC content, enabling RAG augmentation so the bot answers up-to-date questions and can be made to “talk like a valley girl” or “howdy partner.” Also shows fine‑tuning into a custom model, entity resolution needs, and that the prototype works end‑to‑end.

AI-written summary · about

  1. 0:00Introduction and demo
  2. 4:54RAG explained simply
  3. 12:40Fine-tuning vs RAG
  4. 18:12Entity resolution importance
  5. 21:48AI tools and resources
  6. 25:29Closing and Q&A
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