KatralAI

Cut by meaning, not by length

In one sentence

Equal strips mix two topics and poison retrieval. A chunk is one idea you can cite.

Nila

Campus mentor

AI is not a person. It is a next-word engine with a very good memory of patterns.

Read the idea, watch the picture, then try it with your hands.

Watch the idea

The concept

One idea, one cite

A chunk is a strip a stranger can read alone. Split on headings and idea breaks. Overlap a little so a sentence keeps its subject.

Too big brings noise. Too small has no context. If you cannot cite the strip, cut again.

Worked example

Office hours and refunds in one strip. The retriever brings both. The model mixes them. Cut them apart.

Picture to keep

One idea · One cite