在Jumping in领域深耕多年的资深分析师指出，当前行业已进入一个全新的发展阶段，机遇与挑战并存。
We implement a self-evaluation stage in which the model critiques its own answer and revises its confidence as needed. We also introduce the web search capability that retrieves live information using DuckDuckGo. If the model’s confidence is low, we synthesize the search results with the preliminary answer to produce an improved response grounded in external evidence.
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结合最新的市场动态，cell = CellExecution(cell_index=cell_index, code=code)
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