RAG and search
Building Foundry Part 2: Where creative workflows break
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
Retrieval stopped working as projects grew and metadata quality slipped.
Solution
They built Foundry on Weaviate, using semantic embeddings and vector search to keep files findable despite chaotic folder and tagging practices.
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)