Kirk Marple, CEO of Graphlit, discusses GraphRAG architecture, entity extraction, prompt compilation for LLMs, and use cases. The podcast delves into the integration of multi-modal data, challenges in data storage models, and future agent-based applications enabled by the approach.

Kirk Marple, CEO of Graphlit, discusses using knowledge graphs for enhanced information retrieval, a hybrid data model creating virtual entities, entity extraction using Azure Cognitive Services, metadata-first approach for better data indexing, and challenges in knowledge graph development.

Kirk Marple, founder of GraphLit and a service design expert, dives into the game-changing potential of Retrieval-Augmented-Generation (RAG) technology. He explains how RAG can revolutionize service design by seamlessly integrating your project's history into decision-making. The discussion touches on data privacy, community learning, and the challenges of managing unstructured data. Kirk emphasizes the importance of metadata in enhancing AI workflows and invites professionals to embrace AI, making their processes easier, faster, and more enjoyable.