What you can do with Gemini Embedding 2

Google for Developers · Intermediate ·🔍 RAG & Vector Search ·2w ago

Skills: RAG Basics90%

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

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RAG with LangChain on Google Cloud

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