As a developer, you&#39;re trained to think in rows and tables. But what if that&#39;s the exact reason you&#39;re missing the most powerful connections in your data? There&#39;s a fundamental "Graph Problem" hiding in plain sight in almost every application, and once you see it, you&#39;ll wonder how you ever missed it.In this episode, we reveal this "obvious" secret and show you how to leverage it to build smarter, more accurate, and context-aware AI.In this episode/video, we cover:<ul><li>The "Graph Problem" explained: Why you have more graph problems than you think.</li><li>Why basic RAG isn&#39;t enough, and how Graph RAG provides the context your AI is missing.</li><li>How to uncover the hidden relationships in your unstructured data and build a knowledge graph.</li><li>Real-world examples (from Amazon to your own notes) that reveal the graph structure all around you.</li><li>The #1 reason knowledge graph projects fail and how to avoid it.</li></ul>This conversation is for any developer who feels their projects are hitting a wall. If you&#39;re ready for the "aha!" moment that will change how you look at data forever, this episode is for you.Timestamps:00:00:00 - Intro00:00:39 - From Unstructured Data to a Knowledge Graph00:02:00 - The Experiment: What Happens When You Break a Knowledge Graph?00:05:41 - What Are Ontologies in the Graph World?00:07:35 - The Graph Problem You Didn&#39;t Know You Had00:09:09 - Why Graphs Are So Good for GenAI Context00:10:10 - The Best Way to Create Vector Embeddings for Graphs00:12:50 - Using Graphs to Solve Extreme Corporate Complexity00:17:14 - Real-World Problems That Are Actually Graph Problems00:19:31 - How to Find The Right Expert in Your Company00:23:33 - The Rise of Federated RAG Agents00:25:31 - The #1 Reason Knowledge Graph Projects Fail00:29:37 - A Standard Query Language for Graphs (GQL)00:32:53 - Why Teams Are Moving From RAG to Graph RAG00:34:34 - Should Your Company Build Its Own AI Assistant?00:38:28 - The "Fear of Missing Out" Driving Bad AI Projects00:40:21 - The Dangers of Chaotic vs. Laser-Focused Company Priorities00:44:05 - Why Gantt Charts Don&#39;t Work for Software00:47:08 - How Top Engineers Actually Learn New Technologies#GraphDatabase #KnowledgeGraph #SoftwareArchitecture

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