Google 发布 Gemini Embedding 2：统一的多模态嵌入空间

⌘K

Change language Switch ThemeSign In

Narrow Mode

Google Launches Gemini Embedding 2: A Unified Multimodal Embedding Space ========================================================================

Google Launches Gemini Embedding 2: A Unified Multimodal Embedding Space ========================================================================  ### Shubham Saboo

@Saboo_Shubham_

Google Gemini Embedding 2 is natively Multimodal.

One AI model. One embedding space for text, images, audio, video, docs.

Time to re-build RAG and multimodal AI agents from scratch.

100% Opensource templates (101k+ GitHub stars already).

!Image 3: 视频缩略图

00:12

Mar 11, 2026, 3:28 AM View on X

8 Replies

8 Retweets

49 Likes

3,812 Views  Shubham Saboo @Saboo_Shubham_

One Sentence Summary

Google's Gemini Embedding 2 introduces a native multimodal embedding space for text, images, audio, video, and documents, simplifying RAG and AI agent development.

Summary

Shubham Saboo, a Senior AI PM at Google, announces the release of Gemini Embedding 2. The model's standout feature is its native multimodality, which maps text, images, audio, video, and documents into a single, unified embedding space. This advancement is positioned as a catalyst for rebuilding Retrieval-Augmented Generation (RAG) systems and multimodal AI agents from the ground up, as it eliminates the need for managing multiple disparate embedding models for different media types.

AI Score

88

Influence Score 21

Published At Today

Language

English

Tags

Google Gemini

Gemini Embedding 2

Multimodal AI

RAG

AI Agents HomeArticlesPodcastsVideosTweets

Google Launches Gemini Embedding 2: A Unified Multimodal ... ===============