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OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Wenhu Chen, Xueguang Ma, Dongfu Jiang et al. · 17 Mar 2026

Training deep research agents requires long-horizon trajectories that interleave search, evidence aggregation, and multi-step reasoning. However, existing data collection pipelines typically rely on proprietary web APIs, making large-scale trajectory synthesis costly, unstable,…

Agents Deep Research Agents Generative Recommendation

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