~/talk

Compose GenAI Apps: May the Force Be with Your Data and Models

TalkinItalianat MLOps @ 127.0.0.1 2024 · on Tuesday, 2024-05-21· [ai-assisted-development]
slides:none on file

Explains how composable GenAI architectures plus Retrieval-Augmented Generation (RAG) can reduce development time from months to hours by using a concrete pipeline: ingestion → refinement → data catalog → retrieval/match → model → API. Describes tools and components used—Digital Integration Hub, data catalog, data fabric, a reusable match service—and demonstrates auto-created APIs with logging, monitoring, CI/CD and a developer Marketplace/Portal (example: a travel chatbot that avoids re-recommending already-visited countries).

AI-written summary · about

  1. 0:00RAG system overview
  2. 4:58What is Platform Engineering
  3. 16:58Platform Engineering vs data
  4. 21:11Efficient data management
  5. 27:12AI-generated platform parts
  6. 30:02Q&A
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