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Voyage AI Models

Explore the Voyage AI model family, featuring the voyage-4 series with shared embedding spaces and the multimodal power of voyage-multimodal-3.5 for state-of-the-art retrieval.

Embedding models

State-of-the-art embedding models to build accurate, reliable semantic search and AI applications.

voyage-code-4

Purpose-built for agentic coding retrieval, delivering major accuracy gains on agentic benchmarks at a fraction of the cost.

voyage-4-large

The new flagship MoE model. Establishes a new retrieval accuracy frontier while maintaining lower serving costs than comparable dense models.

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voyage-4

Approaches the retrieval accuracy of the previous flagship model voyage-3-large while maintaining the high efficiency of a mid-sized model. All voyage-4 models use a shared embedding space.

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voyage-4-lite

Enables high-quality embeddings at significantly reduced computational cost, approaching the retrieval accuracy of voyage-3.5.

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voyage-4-nano

A lightweight, open-weights embedding model optimized to run on local developer machines.

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voyage-multimodal-3.5

The single model for text, images, and video. Explicitly trained on video frames to unlock semantic search for video archives, documents, and screenshots without sacrificing text accuracy.

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voyage-context-4

Contextualized chunk embeddings optimized for long-context retrieval.

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Reranking models or rerankers

Enhance retrieval quality and refine results by prioritizing the most relevant documents in your pipeline, delivering the best possible outcomes for every query.

rerank-2.5

rerank-2.5 is a general-purpose reranker optimized for retrieval quality with multilingual support.

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rerank-2.5-lite

rerank-2.5-lite is a general-purpose reranker optimized for latency & quality with multilingual support.

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Power your AI with best-in-class retrieval accuracy

Start building with Voyage AI to deliver the precision, scale, and freedom your next-generation applications and agents demand.
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READY FOR PRODUCTION AI
  • State-of-the-art retrieval accuracy
  • Total cloud neutrality and portability
  • Available natively in MongoDB Atlas
  • Enterprise-grade security and compliance roadmap
  • Free tokens for new users