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Gemini Embedding 2

Model family: Gemini
Gemini Embedding 2 is Google’s first multimodal Gemini API embedding model. It maps text, images, video, audio, PDFs, and documents into a unified embedding space for cross-modal search, classification, clustering, RAG, recommendation, and retrieval across more than 100 languages, with Google Cloud listing 3072-dimensional vectors.
New Multimodal Gen 3
Released: March 10, 2026

Overview

Gemini Embedding 2 is Google’s multimodal embedding model for unified text, image, video, audio, and document search.

About Google DeepMind

Company Size: 6000
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Tools using Gemini Embedding 2

Last updated: June 2, 2026
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