blog.voyageai.com/2025/07/23/voyage-context-3

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https://blog.voyageai.com/2025/07/23/voyage-context-3

Introducing voyage-context-3: focused chunk-level details with global document context

TL;DR - We’re excited to introduce voyage-context-3, a contextualized chunk embedding model that produces vectors for chunks that capture the full document context without any manual metadata and context augmentation, leading to higher retrieval accuracies than with or without augmentation. It’s also simpler, faster and cheaper, and is a drop-in replacement for standard embeddings without…



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Introducing voyage-context-3: focused chunk-level details with global document context

https://blog.voyageai.com/2025/07/23/voyage-context-3

TL;DR - We’re excited to introduce voyage-context-3, a contextualized chunk embedding model that produces vectors for chunks that capture the full document context without any manual metadata and context augmentation, leading to higher retrieval accuracies than with or without augmentation. It’s also simpler, faster and cheaper, and is a drop-in replacement for standard embeddings without…



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https://blog.voyageai.com/2025/07/23/voyage-context-3

Introducing voyage-context-3: focused chunk-level details with global document context

TL;DR - We’re excited to introduce voyage-context-3, a contextualized chunk embedding model that produces vectors for chunks that capture the full document context without any manual metadata and context augmentation, leading to higher retrieval accuracies than with or without augmentation. It’s also simpler, faster and cheaper, and is a drop-in replacement for standard embeddings without…

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