https://catalogartifact.azureedge.net/publicartifacts/mongodb.voyage-4-ai-foundry-d5c6fcab-35bf-4bb8-bc1e-74d4d3938af0/image1_voyagebymongodb4.png

voyage 4 AI Foundry

بواسطة MongoDB, Inc.

Embedding model for general-purpose (incl multilingual) retrieval/search and AI. 32K context length

Text embedding models are neural networks that transform texts into numerical vectors. They are a crucial building block for semantic search/retrieval systems and retrieval-augmented generation (RAG) and are responsible for the retrieval quality.


voyage-4 is a general purpose (including multilingual) embedding model optimized for retrieval/search and AI applications. voyage-4 supports embeddings in 2048, 1024, 512, and 256 dimensions, with multiple quantization options. Learn more about voyage-4 here: https://blog.voyageai.com/2025/01/15/voyage-4

لمحة سريعة

https://catalogartifact.azureedge.net/publicartifacts/mongodb.voyage-4-ai-foundry-d5c6fcab-35bf-4bb8-bc1e-74d4d3938af0/image2_3066238294584641035.png