Video Search at Scale with Voyage AI and MongoDB

January 29, 2026
12 a.m. EST

Video content is exploding across industries—from security and surveillance to entertainment, mass media, and education. However, finding specific moments, scenes, or content within long-form videos remains a significant challenge. As organizations accumulate massive video archives, efficient video search is becoming critical for unlocking intelligent applications like recommendation systems, content moderation, and automated analysis."

In this webinar, Apoorva Joshi, Senior AI Developer Advocate at MongoDB, will show you how to build production-ready video search applications using Voyage AI's latest video embeddings and MongoDB's hybrid search capabilities. Specifically, you’ll learn:

• How Voyage AI’s video embeddings work
• How to implement hybrid search in MongoDB
• How to build an end-to-end video search application
• How to optimize your video search application