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.
Migrating Self-managed Milvus to Managed Milvus to gain >99% Performance
At small scale, self-managing a vector database is manageable. Once you're in the tens of millions of embeddings you'll probably want to offload the headache to a managed service.
Migrating to Milvus: Tooling, Deployment Choices and Lessons from Real Migrations
How to move from Elasticsearch or OpenSearch to Milvus or Zilliz Cloud: migration tooling, a real end-to-end walkthrough, deployment choices, and lessons from real customer migrations.
More in the blog and the talk archive.