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voyage 4 AI Foundry
av MongoDB, Inc.
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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
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