Architecting Next-Gen RAG: Integrating OpenSearch, Neo4j, and Docling

Mastering the Graph: How Bob Built a Smarter RAG for Unstructured Data 🚀 The Vision: Engineering the Ultimate Knowledge Engine — The Idea Behind the Tool This project represents one of my most ambitious “public” collaborations with Bob, engineered by fusing the “best-of-breed” technologies into a single, cohesive powerhouse. To appreciate the sheer capability of this system, one must look at the two essential “brains” driving the operation: OpenSearch and Neo4j. While both are titans of data management, they approach information from fundamentally different angles. When synchronized, they solve the most persistent “headaches” in modern AI — specifically the issues of context, accuracy, and scale. Finally, to feed these brains, we’ve integrated Docling. When it comes to transforming messy, unstructured data into machine-readable intelligence, Docling stands in a league of its own; no other tool on the market can match its precision in meeting the rigorous requirements of high-fidelity d