What you can do with Gemini Embedding 2
May 1, 2026•Channel
AI Analysis
Data from YouTube Data API v3•Updated Just now
Video Overview
Video Details
Published2 months ago
Duration1:01
Video IDuht9BjwbuuA
Languageen
CategoryScience & Technology
PrivacyPublic
Made for KidsNo
Video TypeYouTube Short
Performance Metrics
Views14.1K
Likes751
Comments8
Engagement Rate5.39%
Likes per 100 views5.33
Comments per 1K views0.57
Video Tags
Description
Building multimodal RAG or agentic workflows? This model natively maps text, images, video, audio, and documents into a single unified embedding space-no intermediate conversions required.
With Matryoshka Representation Learning (MRL), you get full control over your output. Truncate from 3072 dimensions down to 1536 or even 768 to optimize for scale while maintaining high-level accuracy.
Resources:
Watch the full deep dive → https://goo.gle/4uFoT63
Subscribe to Google for Developers → https://goo.gle/developers
Speakers: Patrick Loeber
Products Mentioned: Gemini