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...
Recent Posts
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...
Pinecone Goes Serverless: What Actually Changes
Pinecone announced their serverless architecture in early 2024, and after using both the pod-based and serverless versions on a few small projects, I have so...
Building Blocks of a RAG Pipeline
Over the past year I’ve watched “RAG” go from a niche research acronym to something that comes up in every engineering discussion involving LLMs. If you’ve b...
Tweeting my notes with Google Cloud Functions
A habit that I developed in recent times is to take a short note about the things I learn at work and in my personal explorations. Something like a flash car...