labrador: Evaluating a Multimodal Retriever - Part 2
This continues my previous post, which covered what labrador is and how it’s built: a local multimodal search over a Mac folder using EmbeddingGemma 2, with ...
Recent Posts
labrador: Local Multimodal Search on a Mac - Part 1
I have a folder problem. Somewhere on my laptop there is a receipt photo, a slide with the architecture diagram, a screenshot of an error with a request id i...
OKF: Google’s Markdown-Based Knowledge Format for AI Agents
Two days ago, Google Cloud published a spec called the Open Knowledge Format (OKF). It’s a v0.1 release — early, explicit about that — but the idea behind it...
Building a Document Q&A Service: From Prototype to Production
This is the post I wish I had six months ago when I was trying to take my first RAG prototype and turn it into something I could actually deploy and share wi...
Understanding Snowflake ID and its uses
In distributed systems, ensuring unique and scalable identifiers is critical. While working on a recent problem, I needed to generate unique 64bit numbers ac...