Мир Российская Премьер-лига|20-й тур
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2025年，智谱总营收7.2亿元，同比提升131.9%，MiniMax营收增长略高于智谱，达到158.9%，共计7903.8万美元（约合5.7亿元）。从营收规模来看，智谱比MiniMax高出约1.5亿元。
We implement a long-document intelligence pipeline capable of extracting structured insights from large narrative text. We run the extraction across product launch reports and operational documents, and also demonstrate batch processing across multiple documents. We also analyze the extracted results, filter key classes, and export the structured dataset to a CSV file for downstream analysis.