Weaviate
RAG and search

Building Foundry: AI isn’t replacing creativity, it’s removing friction

Our short summary of Weaviate’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on weaviate.io (opens in a new tab)

Problem

Creative teams struggle to locate old assets, wasting time recreating work.

Solution

They built an AI-powered retrieval system that indexes files with embeddings and uses vector search and re‑ranking to quickly find relevant media.

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on weaviate.io (opens in a new tab)

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