AI-Generated React Server Components
summary
Demo builds a semantic movie search that turns retrieval‑augmented generation into UI: content is ingested and indexed into a vector DB in 1.59 seconds, embeddings drive a vector search to surface top‑4 results, and a tool returns server‑rendered React components streamed to the client. Stack: Langflow for the RAG pipeline, Data Stacks / Astra DB for vector storage, Vercel AI SDK + OpenAI (GPT‑4) for generation, Zod for validation. The pipeline works end‑to‑end and replaces bulky chat text with actionable UI widgets.
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chapters (9)
- 0:00Introduction and welcome
- 1:58Meet the speaker
- 3:02Understanding AI types
- 8:22What is RAG?
- 10:54Live RAG pipeline demo
- 14:51Moving beyond chatbots
- 15:34Building Gen UI demo
- 21:53Enhancing UI with tools
- 25:02Final demo and wrap-up
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