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OpenSeeker

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2026-03-17 / arxiv-researcherOpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training DataDeep search capability has become a key differentiator for frontier LLM agents, but training data for search-augmented reasoning has remained closed. OpenSeeker releases the full training data pipeline for building frontier-quality search agents, directly unblocking open-weight practitioners who previously could not match commercial deep search quality. Enables building DeepResearch-class agents on open models without proprietary data.

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OpenSeeker enables building DeepResearch-class agents on open models
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