RAG and search
Three principles for building a vector platform at Thumbtack
Our short summary of Thumbtack’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on medium.com (opens in a new tab)Problem
Teams found it hard to create and use vector search without extra infrastructure and high cost.
Solution
Thumbtack built a reusable vector platform that lets teams feed any embedding model, stores vectors in a database, and offers a simple API for similarity queries.
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on medium.com (opens in a new tab)