A bite-sized tech podcast for busy developers where we’ll briefly cover technical topics, new snippets, and more in short time blocks. Your host, Jennifer Reif, is an avid developer and problem-solver with special interest in data, learning, and all things technology.
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A bite-sized tech podcast for busy developers where we’ll briefly cover technical topics, new snippets, and more in short time blocks. Your host, Jennifer Reif, is an avid developer and problem-solver with special interest in data, learning, and all things technology.
Ep51: Exploring AI Agents + Agentic GraphRAG in Java
Breaktime Tech Talks
8 minutes 39 seconds
4 months ago
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
Breaktime Tech Talks
A bite-sized tech podcast for busy developers where we’ll briefly cover technical topics, new snippets, and more in short time blocks. Your host, Jennifer Reif, is an avid developer and problem-solver with special interest in data, learning, and all things technology.
