
Your RAG worked in the demo. Then real users arrived.
It aced every demo question. Then real users arrived, and it started confidently making things up. Here's everything that broke in production, and how we actually fixed it.
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It aced every demo question. Then real users arrived, and it started confidently making things up. Here's everything that broke in production, and how we actually fixed it.

What if the next breakthrough in medical imaging could save millions of lives? How is AI revolutionizing the way we diagnose and treat diseases through advanced...

Artificial Intelligence (AI) is one of the important transformative technologies of our time, revolutionizing industries associated with our daily lives i.e., voice assistants like Siri and Alexa to self-driving cars.

What retrieval-augmented generation actually is, why it exists, how it works, when to reach for it, and where it breaks. The plain, complete version.

Nearest-point search is exactly right; it just stops being fast at four million chunks. What a vector database actually buys you, and when a plain array or pgvector wins.