Lviv JavaClub [Event 384] Spring AI tabular data search by Michael Kaminetskyi

Review #RAC (Retrieval-Augmented Conversation)
by Michael Kaminetskyi Java Software Engineer @ Levi9 Ukraine https://github.com/PalmsGolf
Code from the event: https://github.com/mkaminetskyi/RagDemo

Event details: https://www.javaclub.lviv.ua/2025/08/26/Event-384-Spring-AI-and-Business-Agents.html

Agenda:
00:00 – Intro
00:40 – What is RAG
01:40 – Project configuration
03:00 – Adding data to Vector database
05:00 – Chat with RAG only
16:00 – Chat with tool calling
27:00 – Chat with Rag and tool calling
44:00 – join us #javaclub

Useful links:

Text Embeddings, Classification, and Semantic Search

https://medium.com/@nirmal1067/word-embedding-building-semantic-search-from-scratch-in-java-d6b421eb93a8

Text Embeddings, Classification, and Semantic Search

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Web site: https://javaclub.lviv.ua/
GitHub: https://github.com/lvivJavaClub