Embedding models

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Cohere

Embedding models

Cohere combines multimodal embeddings, reranking and grounded generation for enterprise search and RAG, with private and air-gapped deployment options.

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Voyage AI

Embedding models

MongoDB-owned Voyage AI offers embedding and reranking APIs for RAG, semantic search, code retrieval, and multimodal content.

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Jina AI

Embedding models

Jina AI combines multilingual embeddings, reranking, URL-to-Markdown reading and web search on one API key and token balance for RAG and agent pipelines.

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