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Ep43: MCP Java SDK + Naive RAG vs GraphRAG
Manage episode 481691729 series 3579839
In this episode, we dive into the latest upgrades in Neo4j tooling, along with recent bug fixes and enhancements in the LLM Knowledge Graph Builder. We also explore a new preview feature for Java object mapping in the Neo4j Java driver and check out the MCP Java SDK. Next, we highlight the new "Using Neo4j with Java" course on GraphAcademy and unpack a compelling Weaviate article on RAG vs. GraphRAG, featuring Microsoft’s GraphRAG methodology.
Whether you're a Java dev, graph enthusiast, or AI-curious, there's something in here for you!
48 פרקים
Manage episode 481691729 series 3579839
In this episode, we dive into the latest upgrades in Neo4j tooling, along with recent bug fixes and enhancements in the LLM Knowledge Graph Builder. We also explore a new preview feature for Java object mapping in the Neo4j Java driver and check out the MCP Java SDK. Next, we highlight the new "Using Neo4j with Java" course on GraphAcademy and unpack a compelling Weaviate article on RAG vs. GraphRAG, featuring Microsoft’s GraphRAG methodology.
Whether you're a Java dev, graph enthusiast, or AI-curious, there's something in here for you!
48 פרקים
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1 Ep48: Java GraphRAG and Langchain4j 1.0 + Thoughts on conversational interfaces 12:08

1 Ep45: Exploring Java Frameworks + Launch of Spring AI 1.0 10:03

1 Ep44: Updates in Java tools + MCP and Security 10:58

1 Ep43: MCP Java SDK + Naive RAG vs GraphRAG 11:18

1 Ep42: RAG and Java + AI-generated content and MCP 12:33

1 Ep41: Spring AI M7, NODES, RAG + Neo4j, Quarkus, and Intelligent Apps 11:46

1 Ep40: Recent AI learnings + More than a vector database 10:24

1 Ep39: Why embedding models should match + Advice for starting a blog 13:36

1 Ep38: Spring AI Debugging + How to Contribute to Open Source 13:25

1 Ep37: Vector Database Frustration + Microsoft LazyGraphRAG 12:22

1 Ep36: What is a Developer Advocate + Balancing Digital Consumption 11:27

1 Ep34: Outlines and Iterating + Lessons from Grace Hopper 13:21

1 Ep32: Official CLI + Bread Code Framework 10:32

1 Ep29: Neo4j GenAI plugin + How-To for Technical Content 10:16

1 Ep28: 2024 Recap, 2025 Look-Ahead + Always Be Launching 12:32

1 Ep26: Git Troubles + Dungeons & Dragons Graph 11:43

1 Ep23: Spring Data Neo4j course + Event recap 14:58

1 Ep22: LLM Graph Builder + Devrel unlocks “aha” moment 11:12

1 Ep19: RAG vs Agents + Naming Things 10:21
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