DiscoverBreaktime Tech TalksEp49: Moving toward AI Tools/Agents + Local RAG app with Quarkus
Ep49: Moving toward AI Tools/Agents + Local RAG app with Quarkus

Ep49: Moving toward AI Tools/Agents + Local RAG app with Quarkus

Update: 2025-06-20
Share

Description

This week, I simplified my Langchain4j project with improved prompt variable injection. Then hear my perspective on the role of tools vs. agents in AI workflows—looking at how structured processes differ from autonomous systems, especially in the context of Java frameworks and GraphRAG.


Get an inside scoop on how I use different AI coding tools: IntelliJ IDEA for in-flow coding, VS Code with agent mode for problem-solving, and ChatGPT for summarizing and refining content.


Lastly, hear highlights from an article on building a local RAG app with Quarkus—clear diagrams and step-by-step breakdown of ingestion vs. retrieval workflows.

Comments 
00:00
00:00
x

0.5x

0.8x

1.0x

1.25x

1.5x

2.0x

3.0x

Sleep Timer

Off

End of Episode

5 Minutes

10 Minutes

15 Minutes

30 Minutes

45 Minutes

60 Minutes

120 Minutes

Ep49: Moving toward AI Tools/Agents + Local RAG app with Quarkus

Ep49: Moving toward AI Tools/Agents + Local RAG app with Quarkus

jmhreif