⚖️ AI Ethics

Gemini Embeddings 2 Sneak Peeks Multimodal RAG's Wild Future

A dolphin image lights up when you query 'something fishy.' That's Gemini Embeddings 2 in action, fusing media types into shared vectors. But what's the real shift here?

Priya Sundaram 📅 Mar 19, 2026 ⏱️ 4 min read 👁️ 6 views
Gemini Embeddings 2 processing cat, dog, dolphin images with query similarities

⚡ Key Takeaways

  • Gemini Embeddings 2 unifies text, images, audio, video into one vector space, turbocharging RAG.
  • Preview limits exist, but point to full-media enterprise search.
  • Bold bet: Personal media engines by 2026, rethinking how we query our lives.

🧠 What's your take on this?

Cast your vote and see what theAIcatchup readers think

Priya Sundaram
Written by

Priya Sundaram

Hardware and infrastructure reporter. Tracks GPU wars, chip design, and the compute economy.

#Gemini embeddings #Google AI #multimodal RAG #vector embeddings

Worth sharing?

Get the best AI stories of the week in your inbox — no noise, no spam.

Originally reported by Towards Data Science

Related Stories

📬

Stay in the loop

The week's most important stories from theAIcatchup, delivered once a week.

No spam. Unsubscribe any time.