Ep51: Exploring AI Agents + Agentic GraphRAG in Java

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