MongoDB at The AI Summit NY 2024
Join us for The AI Summit New York where commercial AI comes to life.
Javits Center, New York City | December 11 - 12
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When and where
December 11-12, 2024
Javits Center
New York City (Map)
Who should attend
Developers, Architects, and Business or IT Decision-Makers
Visit our Booth #150
Request a demo or source further information on how we’ve helped similar companies to yours leverage the document model database.
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Visit us at booth #150
Visit us at the MongoDB booth for demos and a chat with the MongoDB team about our latest products!
Join one of our sessions
Get all the latest information on MongoDB Atlas by attending our sessions. Keep scrolling for more details!
Meet 1:1 with our experts
Book a meeting with one of our experts to learn more about building your next project with MongoDB.
Catch our sessions!
Next Generation Stage
Join Ben Flast for an in-depth discussion entitled: RAG and the MongoDB Document Model.
AI at Scale Stage
Join Andrew Davidson, Senior Vice President of Product Management, in the panel discussion: Trends, Scaling and the Future of AI.
Agenda
December 12, 2:20pm
In this talk, we will explore the cutting-edge techniques for Retrieval Augmented Generation or RAG with MongoDB. We will focus on leveraging Atlas Vector Search with the rich document model in MongoDB to improve RAG.
We will show how to build a RAG system using a Parent Child Retrieval Strategy to enable more efficient and accurate retrieval of relevant information.
Additionally, we will show how this can be done within the MongoDB document model rather than implementing these relationships in the application layer. And finally, we will introduce the concepts of Quantization and Search Nodes, two capabilities native to MongoDB, which enable you to serve vector workloads at scale.
This talk is aimed at developers, ML engineers, and data scientists interested in building AI powered experiences with RAG. By the end of the session, attendees will have a solid understanding of how Retrieval Augmented Generation, Vector Search, and MongoDB can be leveraged to build innovative and scalable AI-powered applications.
Agenda
December 12, 4:15pm
Make sure to catch the panel discussion: Trends, Scaling and the Future of AI.
Moderator: Hanna Helin, GLobal Head of Technology Innovation and AI, CTO Office, London Stock Exchange Group (LSEG)
Panelists:
Brett Dulan, Senior Technical Product Manager, Infrastructure, The New York Times
Ken Moore, Chief Innovation Officer, Mastercard
Meenakshi Nissim Ghoge, Senior Director, Data & Analytics (Americas), Global Supply Chain Analytics, Data as a Service, Mondelēz Digital Services
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