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SearchWeaver framework optimizes agentic search interfaces for improved performance

By PulseAugur Editorial · [2 sources] ·

Researchers have developed SearchWeaver, a novel framework designed to automatically optimize the search interfaces used by language model agents. This system allows agents to dynamically adjust how they access and explore information based on the specific corpus they are interacting with, moving beyond fixed, manually designed interfaces. By jointly revising corpus artifacts, executable tools, and usage instructions, SearchWeaver has demonstrated significant improvements in search performance, enhancing answer accuracy and relevance scores on benchmark datasets. AI

IMPACT This framework could lead to more efficient and accurate information retrieval for AI agents across diverse datasets.

RANK_REASON The cluster describes a research paper detailing a new framework for optimizing agentic search interfaces.

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

SearchWeaver framework optimizes agentic search interfaces for improved performance

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The cluster describes a research paper detailing a new framework for optimizing agentic search interfaces.
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COVERAGE [2]

  1. arXiv cs.CL TIER_1 English(EN) · Sangjune An, Jaeyoon Jung, Yumin Choi, Jinheon Baek, Junmo Cho, Sung Ju Hwang, Hae Beom Lee ·

    Let Agents Design How They Search: Automatic Interface Optimization for Agentic Search

    arXiv:2610.29250v1 Announce Type: new Abstract: Agentic search depends on the interface through which a language-model agent accesses and explores a corpus. Existing interface designs are fixed by hand and applied unchanged to every corpus, although effective designs may depend o…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    Let Agents Design How They Search: Automatic Interface Optimization for Agentic Search

    Agentic search depends on the interface through which a language-model agent accesses and explores a corpus. Existing interface designs are fixed by hand and applied unchanged to every corpus, although effective designs may depend on the corpus. We introduce SearchWeaver, a frame…

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