Knowledge Graphs and LLMs: GraphRAG for reliable AI
15:30 - 16:00, 22nd of May (Wednesday) 2024/ DATAMASS STAGE
Why do LLMs hallucinate and Knowledge Graphs don't? Join my session to learn about the fundamentally different ways in which Machine Learning (ML) systems and Knowledge Representation and Reasoning (KRR) systems capture knowledge and make it actionable.
This will help us understand how combining the two, in their most popular forms (LLMs and Knowledge Graphs), creates more accurate, transparent, and explainable GenAI applications.
I will also share some observations from the field on the construction of GenAI applications grounded with Knowledge Graphs using Retrieval Augmented Generation (GraphRAG) and even on how LLMs help accelerate the construction of Knowledge Graphs.
To conclude, I'll go hands-on to show attendees a demonstration of these concepts in action.
I know it’s an alphabet soup of acronyms - LLM, ML, KRR, RAG 🤯 but join me to learn how they come together to build solutions that bring value to your organization and enable the adoption of GenAI!
