LAUNCHMongoDB 8.3 is built for the sub-100ms retrieval & zero downtime AI demands. Read blog >
AI DATAStop fighting your data layer. Get the memory & retrieval agents need to scale. Read blog >

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-4-large

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

Read about voyage-4-large

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.

Learn more

voyage-4-lite

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

Learn more

voyage-4-nano

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

Learn more

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.

Learn more

voyage-context-3

Contextualized chunk embedding model that produces vectors for chunks that capture the full document context without manual metadata and context augmentation.

Learn more

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.

Learn more

rerank-2.5-lite

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

Learn more

Get started today with the Voyage AI API

Voyage AI, part of MongoDB, builds leading embedding models and rerankers. Access the new Atlas Embedding and Reranking API Service to start building high-accuracy AI applications instantly.
Try FreeContact sales
ADVANCED AI MODELS
  • High accuracy
  • Low dimensionality
  • Low-latency
  • Shared embedding space
  • Multimodal support