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How to Search Internal Documents with Generative AI -- What's Different from Full-Text Search and How to Roll It Out
June 22, 2026Implementation Guide

How to Search Internal Documents with Generative AI -- What's Different from Full-Text Search and How to Roll It Out

Learn what generative AI document search actually is, and how it differs from full-text search, keyword search, and internal wiki search. A practical guide covering how it works, how to roll it out without failing, what to look for when choosing a tool, and how Monoshiri AI delivers it.

Why Keyword Search Fails on Internal Documents -- 7 Search Failure Patterns Diagnosed
May 30, 2026Knowledge Management

Why Keyword Search Fails on Internal Documents -- 7 Search Failure Patterns Diagnosed

Diagnose the limits of keyword and full-text search on internal documents through 7 concrete failure patterns. Learn why even full-text search AI doesn't fix the problem, and what generative AI changes about searching company files.

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