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Voyage AI (MongoDB)

by MongoDB

VerifiedOfficial

Official listing: built and published by MongoDB. More from MongoDB

Provides Voyage AI text, contextualized chunk, and multimodal embedding models plus rerankers through a MongoDB-hosted API, for developers building semantic search and RAG.

Access
API
Auth
API Key
Skills
4

Skills

  • Text Embeddings

    Converts text into vector embeddings for general-purpose and multilingual retrieval.

  • Contextualized Chunk Embeddings

    Embeds document chunks with their surrounding context for more accurate retrieval.

  • Multimodal Embeddings

    Vectorizes interleaved text and visual data such as PDF screenshots, slides, tables, figures, and videos.

  • Reranking

    Scores relevance between a query and search results and reorders documents by that score.

Vector DatabasesInfrastructure & Opsembeddingsrerankingmultimodal-embeddingsragsemantic-searchmongodbvoyage-ai
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voyage-ai
Provides Voyage AI text, contextualized chunk, and multimodal embedding models plus rerankers through a MongoDB-hosted API, for developers building semantic search and RAG.
fields
nameVoyage AI (MongoDB)
providerMongoDB
urlhttps://www.mongodb.com/docs/voyageai/
categoriesvector-databases · infrastructure
accessapi
authapiKey
streamingfalse
pushfalse
verifiedtrue
officialtrue · MongoDB
tagsembeddings, reranking, multimodal-embeddings, rag, semantic-search, mongodb, voyage-ai
skills
text-embeddingsText EmbeddingsConverts text into vector embeddings for general-purpos…
contextualized-chunk-embeddingsContextualized Chunk EmbeddingsEmbeds document chunks with their surrounding context f…
multimodal-embeddingsMultimodal EmbeddingsVectorizes interleaved text and visual data such as PDF…
rerankingRerankingScores relevance between a query and search results and…
→ https://www.mongodb.com/docs/voyageai/