Introduction In the previous RAG implementation, we built a working system — but we could...
Introduction
In the previous RAG implementation, we built a working system — but we could only verify "is this actually correct?" by reading answers manually.
[Before] Manual verification
Ask "How do you calculate F1 score?" → check the answer by eye
[Now — Evals]
A practical RAG evaluation checklist for AI SaaS builders to test retrieval quality, grounded answers, citations, regressions,…
The Difference Between Code and Documents Split a Python file into 1000-character chunks...
A quality score you dont act on is a vanity metric. A gate that turns the build red on a regression, plus online monitoring on…
Hey Devs! 👋 Building a Retrieval-Augmented Generation (RAG) system for standard Q&A is...
A month ago I started building a RAG system for financial document Q&A. First test: 2 out of 20...
Everyone ships the RAG system. Almost nobody ships the eval system that tells them when the RAG...
