Making AI search fast
I help teams build fast search over unstructured data: vector databases, RAG pipelines, and over a decade of web performance craft.
Adding site search to static sites using Zilliz Cloud
A guide to building hybrid site search for a static site with 11ty, GitHub Actions, Cloudflare Workers and Zilliz Cloud. Typeahead, BM25 and vector search on free tiers, with no servers to look after.
Vector Search, Visualised: Milvus Meetup Paris
A visual crash course in vector search, built around an ecommerce dress-finder: exact search, ANN indexes, quantisation, and the filters that quietly wreck your recall.
More in the blog and the talk archive.