SimpleWikiSearch: A Clean Offline Wikipedia Environment for Agentic Search
Source
Guanming Xiong, Penghui Zhang
Author
Guanming Xiong, Penghui Zhang
Date
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.
Why it matters
Agentic-search results move with the Wikipedia snapshot, chunkingSplitting documents into passages small enough to embed and retrieve individually — the step that quietly determines whether retrieval works at all.Full definition → and tool schema as much as the model; this is a runnable, fully specified environment to compare against.
postAnnouncing the Artificial Analysis Search Index, benchmarking how search API…Artificial Analysis
articleAutoWorldModel-Bench: A State-Centric Benchmark for Automated World-Model ResearchMarjan Moodi, Xuankang Zhu, Fernando De Mesentier Silva, Harold Chaput, Mohammad Reza Taesiri
articleSearchAuditor: Auditing and Attributing Failures in Long-Horizon Search AgentsZhixiang Liang, Yifei Liu, Yidan Huang, Haozhe Zhao, Beichen Huang, Jiaqi Wang, Nan Duan, Qiong Cao