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LATHICAI Glossary

RAG & Search

Deep research

An AI research process that searches, examines information and combines findings through several steps.

Example

An assistant searches several sources and drafts a referenced briefing.

Why people use it

It helps with questions that need several searches and a combined explanation.

What you'll hear

“This needs more than one quick search.”

What this means for you

Check original sources, missing perspectives and the scope of the investigation.

Can you control it?

Sometimes

Sometimes. Your choices depend on the tool and your access. The settings available to an everyday user may differ from those available to the people running it.

Common questions

Does the label guarantee comprehensive or correct research?
No. Search coverage, source selection and interpretation can still be weak.
Does a long report mean the research is thorough?
No. Length can hide missing sources, repeated points or weak evidence.
Can it miss information behind a login?
Yes. The tool may lack access to private, paid or otherwise restricted material.

Related terms

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