~/talk

The Trinity in GenAI

on YouTube 44m
Talkat Compass AI Session 2024 · on Thursday, 2024-10-31· [ai-assisted-development, java]

speaker

name:Juarez Barbosa Junior
website:https://linktr.ee/juarezjunior

resources

video:https://youtu.be/3Rf22t3sSQY
slides:none on file

summary

Claims that Java alone builds GenAI apps without Python, requires no ML engineer, and launches Java-only GenAI workflow using Spring AI, LangChain4J and OpenAI. Demos use OpenAI image generation (creates a Tesla image successfully), a RAG pipeline with Oracle Database 23 AI vector store holding embeddings, and a LangChain4J CV ingestion that changes answers after indexing. RAG reduces factual errors but LLM responses remain non-deterministic; all code samples run live against cloud APIs.

AI-written summary · about

chapters (11)

  1. 0:00Introduction
  2. 1:51Java developers and GenAI
  3. 4:43GenAI ecosystem 2024
  4. 13:15Spring AI for Java
  5. 15:01LangChain for Java
  6. 16:50OpenAI and pre-trained models
  7. 18:57RAG use cases
  8. 24:35Oracle 23c AI vector search
  9. 27:43Live GenAI demos
  10. 33:39Technical references and opportunities
  11. 36:08Q&A

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