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Weaviate Blog

· 12 min read
Prajjwal Yadav
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Multimodal Embeddings and RAG: A Practical Guide

Multimodal embeddings allow AI systems to search and reason across text, images, audio, and video in their native formats. This blog covers the key intuitions behind how this all works and walks through three practical implementations using Weaviate and Gemini.

April 1, 2026 · 12 min read

· 9 min read
Charles Pierse
Yaru Lin
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The Limit in the Loop

Memory isn't just a feature for AI applications—it's infrastructure. As agents scale, the limited loop of stateless interactions breaks down, and continuity becomes a systems problem that requires active maintenance.

February 4, 2026 · 9 min read