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    1. Many have realized through time in market that the key to effective data agents is actually building the relevant context layer. As a result, some have evolved to encompass data context construction as a key part of their products.

      这是一个市场洞察,表明行业正在从纯技术解决方案转向更注重上下文层的综合方法。这反映了市场对AI代理有效性的理解正在深化,从单纯的技术能力转向业务上下文的重要性。