LLMs + Knowledge Graphs to Prevent Hallucination Hiccups

We are super excited to partner with the Data Science DC community

Details

LLMs can provide answers that sound realistic to almost any question, even if those answers are entirely made up. To anchor an LLM in reality and mitigate the risk of generating false information or unauthorized access to sensitive data, try incorporating a Knowledge Graph. This prevents the model from producing inaccurate responses and ensures a more reliable and secure outcome.
This presentation will show you the benefits of Graph Databases over regular databases and how to use GenAI with RAG to eliminate hallucinations, enforce security, and improve accuracy. We will also discuss why a vector index plus Knowledge Graph provides better, smarter, faster results than a pure vector database.

Logistics
This event will be in person. We will try to add an online streaming and recording option if the space, WIFI, and hardware will accommodate, starting at 7pm. Streaming and recording will be on the Data Community DC YouTube channel: youtube.com/@DataCommunityDC

Location: Excella 2300 Wilson Blvd Suite 600 · Arlington, VA

Agenda
6:30pm - Food and networking
7:00pm - Talk time
After the talk, some folks will likely head to Courthaus Social

Speakers
Cayley Causey, Consulting Engineer at Neo4j
Cayley is a data scientist who began her career as a federal civilian employee working in the intelligence community. She found a passion for graph data science, which eventually led her to accept a position with Neo4j so that she can assist customers in the public and private sectors with creative graph solutions. Her hobbies include watching sports (especially the Detroit Lions and the Baltimore Orioles), working out, and playing with her cats Beignet and Biscuit.

Cynthia Femano, Senior Solutions Architect
Cynthia Femano is a long time data enthusiast and data architect. Based near Washington, DC, Cynthia supports US Public Sector customers. Over her career, Cynthia has worked for database companies such as Sybase, HP Vertica, Teradata, and Neo4j, along with consulting for numerous government and commercial establishments. She also served as a practitioner faculty at The Johns Hopkins University Whiting School of Engineering. Her hobbies include skiing, swimming, and cycling