Gemini Embedding
Google's unified text embedding model built from Gemini
Freemium
Embedding
2048
context tokens
Undisclosed
parameters
Proprietary
license
Mar 2025
released
// about Gemini Embedding
Google's unified text embedding model built from Gemini
// similar models in Embedding
BERT
Google's 2018 bidirectional encoder that reshaped NLP research
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BGE-large-en
BAAI's widely-used general embedding model for English retrieval
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Cohere Embed Multilingual v3
Cohere's embedding model tuned for retrieval across 100+ languages
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Cohere Embed v4
Cohere's newest multimodal embedding model for text, images, and mixed documents
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Text-Embedding-004
Google's Gemini-era text embedding model for retrieval and semantic search
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text-embedding-3-large
OpenAI's flagship text embedding model for search and retrieval
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