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SimpleWikiSearch: A Clean Offline Wikipedia Environment for Agentic Search

Source
arxiv.org
Author
Guanming Xiong, Penghui Zhang
Date
Why it matters

Agentic-search results move with the Wikipedia snapshot, and tool schema as much as the model; this is a runnable, fully specified environment to compare against.

Terms in this piece · Glossary
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
  • chunking — Splitting documents into passages small enough to embed and retrieve individually — the step that quietly determines whether retrieval works at all.
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