> For the complete documentation index, see [llms.txt](https://tailwindsdocs.innovativesol.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://tailwindsdocs.innovativesol.com/readme/chatflows/langchain/retrievers/page.md).

# Voyage AI Rerank Retriever

Voyage AI Rerank indexes the documents from most to least semantically relevant to the query.

<figure><img src="https://662370747-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F3VoWwSsyrEg0DEvIIjv9%2Fuploads%2Fgit-blob-a46fc5de0e67d54541eb89d80b7ffe967a0816b9%2Fimage%20(149).png?alt=media" alt="" width="302"><figcaption><p>Voyage AI Rerank Retriever Node</p></figcaption></figure>