🔧 Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search

The MongoDB team built a visual similarity search app for SymfonyCon. This article lays out how to build the app using Voyage AI multimodal embedding, MongoDB Atlas, and SymfonyAI.

This article was written by Pauline Vos.

What you’ll learn


What vector search and embedding models are.

How to use MongoDB to store embeddings and create vector...