Rod Johnson·5d agoThe Graph Is a View, Not a Database: Cypher Over Everything with EmbabelI recently discussed why the context or semantic layer is critical AI infrastructure, and introduced Embabel Worlds.A response icon2A response icon2
Rod Johnson·Nov 3Vibe Coding, Meet RealityBy now we’ve all heard plenty of vibe coding horror stories. One of the more amusing:A response icon13A response icon13
Rod Johnson·Oct 19FDEs Considered HarmfulIn 2001, I chose not to evaluate WebSphere because IBM wouldn’t let me install it, but insisted on sending someone to help. Meanwhile I’d…A response icon5A response icon5
Rod Johnson·Oct 15A New Layer for a New Client: Introducing Embabel WorldsWhile AI is in every conversation and on every billboard, its potential in enterprise remains unfulfilled.A response icon3A response icon3
InEmbabelbyRod Johnson·Feb 20Agent Memory Is Not A Greenfield Problem: Ground it in your Existing DataLLMs must be grounded to avoid hallucinations and access factual content and real time data. RAG tackles one part of the problem; agent…A response icon3A response icon3
Rod Johnson·Jan 19The Power of Russian Dolls: Rethinking Tool DiscoveryTool calling is central to nearly every use of Gen AI, powering agentic RAG, exposing the functionality of existing systems and domain…A response icon4A response icon4
Rod Johnson·Jan 14Building a Chatbot with Embabel Agentic RAGIn my last blog, I covered the advantages of agentic RAG over legacy pipelines. Let’s see how to build an agentic RAG chatbot with Embabel…A response icon2A response icon2
Rod Johnson·Jan 8Rethinking RAG: Pipelines Are the Past, Agentic Is the FutureRAG is essential. It’s also hard to get right. Production RAG systems often disappoint, and the response is typically to add more and more…A response icon3A response icon3
Rod Johnson·Dec 22, 2025Embabel Year-End Update: Building The Best Agent FrameworkI’ve been quiet recently, because we’ve been focused on engineering — perfecting the Embabel API and extending the framework’s…A response icon7A response icon7
Rod Johnson·Nov 4, 2025Build Better Agents in Java vs Python: Embabel vs LangGraphMany people suffer from the misconception that Python is the natural language for building Gen AI applications, as opposed to doing data…A response icon2A response icon2
