Lab: Problem Solving leveraging Ontology, Advanced RAG & Knowledge Graphs

Transform Content into Strategic Intelligence

Experience the peak of our creative journey in this advanced workshop where domain modeling, knowledge graphs, and AI converge to create unprecedented business intelligence capabilities.

We'll use our previously developed ontology to elevate our Meeting Admin Automation to new heights by fine-tuning our Retrieval Augmented Generation (RAG) application with domain-specific knowledge structures.

Witness how a well-designed knowledge model dramatically improves ingestion, exploration, summarization, visualization and question answering capabilities, by categorizing and contextualizing information according to our organization's unique terminology and relationships. Learn meta-prompting strategies that enable AI systems to feed into each other, boosting your output both quantitatively and qualitatively. 

This capstone lab demonstrates how the strategic combination of structured knowledge and AI creates decision support tools that transform organizational data from a record of the past into a guide for the future.

• Outline
• Working with RAG & Knowledge Graphs
• Fine tuning
• Ingestion
• Visualization
• Exploration
• Summarization
• Question Answering
• Meta-Prompting
• Evaluation

• Format
• This session is hands-on. Attendees work on their laptops

• Level
• Advanced

• Prerequisite Knowledge
• Data Modeling & Ontology Design

• Learning Outcomes
• Experience in ontology design