Build a Powerful Multi-Modal Search with Voyager-3 and LangGraph

Build a Powerful Multi-Modal Search with Voyager-3 and LangGraph

摘要

Voyager 3 from Voyage AI is a new state-of-the-art model that allows you to embed text and images into the same space. In this post, I will explain how to extract these multi-modal embeddings from a magazine, store them in a vector database (Weaviate), and perform a similarity search across text and images using the same embedding vectors.