Ep51: Exploring AI Agents + Agentic GraphRAG in Java
Update: 2025-07-04
Description
In this episode, I delve into the world of agents, discussing my experience with Spring AI tool calling. I share my approach to vector search and graph retrieval tools, address JSON deserialization, and avoid manual boilerplate - the code of which is all available in a Github repository branch. Plus, 1.0 updates to the main branch of the repository using traditional/manual GraphRAG. I wrap up with a recent content piece by Christoffer Bergman from Neo4j, which explores agentic AI frameworks with Java and Neo4j and the differences between traditional and agentic GraphRAG approaches.
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00:00 Introduction to Breaktime Tech Talks
00:54 Exploring Spring AI Tool Calling
01:20 Understanding Agentic Frameworks
02:13 Hands-On with Vector Search and Graph Retrieval
02:36 Challenges and Solutions in Tool Functionality
04:02 Updates and Future Plans
05:01 Agentic AI with Java and Neo4j
08:06 Conclusion and Recap
P.S. Don't forget to leave your feedback/suggestions for BTT in this form!
00:00 Introduction to Breaktime Tech Talks
00:54 Exploring Spring AI Tool Calling
01:20 Understanding Agentic Frameworks
02:13 Hands-On with Vector Search and Graph Retrieval
02:36 Challenges and Solutions in Tool Functionality
04:02 Updates and Future Plans
05:01 Agentic AI with Java and Neo4j
08:06 Conclusion and Recap
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