Tag
RAG
Field notes from our engineers on AI, product engineering, cloud, data and the craft of delivering software that lasts.
Articles
3 articles
AI & ML
RAG vs Fine-Tuning: Which AI Approach Is Right for Your Business?
A practical way to choose between retrieval-augmented generation and fine-tuning: separate knowledge gaps from behavior gaps, compare costs and risks, and see which approach fits common business scenarios.
AI & ML
How to Build a Production-Ready RAG System: A Practical Guide
Retrieval-augmented generation looks easy in a demo and hard in production. Here's the architecture, the trade-offs and the checklist we use to build RAG that customers actually rely…
AI & ML
Generative AI Use Cases for Business: 12 Ideas That Deliver Real ROI
Twelve practical generative AI use cases grouped by business function, with a simple way to prioritize them, the data and risk questions to answer first, and a path…