Why RAG Is Broken for Mental Health - And What We Built Instead

Standard RAG retrieves keywords — but human emotion doesn't work that way. Learn how Flammingo's hybrid Graph + Vector engine goes beyond search to actually derive meaning from your mental health data.

The System

Udayaditya Barua

Feb 33 min read

Abstract blue and purple 3D neural network illustration showing glowing orange synapses and brain cell connections.

How to manually override a spiral.

You can't "think" your way out of a loop. You have to interrupt it. Here are 5 specific prompts that act as a wedge for your anxiety.

The Glitch

Astha Singh

Jan 52 min read

Uncover Your

Blind Spots

Most people look at the road. We look at the driver. Deep dives into the psychology of loops, patterns, and the things you miss.