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Overview

This PR adds the Voyage AI Python integration package to the top of the text embeddings integration list. Voyage AI state-of-the-art models consistently deliver the highest accuracy across categories on the Retrieval Embedding Benchmark (RTEB).

Type of change

Type: Update existing documentation

Checklist

  • I have read the contributing guidelines
  • I have tested my changes locally using docs dev
  • All code examples have been tested and work correctly
  • I have used root relative paths for internal links
  • I have updated navigation in src/docs.json if needed

@tgourdel tgourdel requested a review from mdrxy as a code owner January 21, 2026 23:14
@github-actions github-actions bot added langchain For docs changes to LangChain oss python For content related to the Python version of LangChain projects external User is not a member of langchain-ai labels Jan 21, 2026
| [`TogetherEmbeddings`](/oss/integrations/text_embedding/together) | [`langchain-together`](https://python.langchain.com/api_reference/together/embeddings/langchain_together.embeddings.TogetherEmbeddings.html) |
| [`FireworksEmbeddings`](/oss/integrations/text_embedding/fireworks) | [`langchain-fireworks`](https://python.langchain.com/api_reference/fireworks/embeddings/langchain_fireworks.embeddings.FireworksEmbeddings.html) |
| [`MistralAIEmbeddings`](/oss/integrations/text_embedding/mistralai) | [`langchain-mistralai`](https://python.langchain.com/api_reference/mistralai/embeddings/langchain_mistralai.embeddings.MistralAIEmbeddings.html) |
| [`VoyageAIEmbeddings`](/oss/integrations/text_embedding/voyageai) | [`langchain-voyageai`](https://python.langchain.com/api_reference/voyageai/embeddings/langchain_voyageai.embeddings.VoyageAIEmbeddings.html) |
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