Developed and integrated Zhipu AI model support into the News Analysis workflow for the hsliuping/tradingagents-cn repository, enabling automated processing of news data with flexible model selection. Focused on backend development and API integration using Python, the work included updating API key management and model configuration to streamline the adoption of Zhipu within the existing analytics framework. Addressed a blocking GLM model invocation issue, ensuring uninterrupted news analysis capabilities. This contribution enhanced the end-to-end handling of news data, broadened available modeling options, and improved the workflow’s adaptability for machine learning-driven analytics in trading and financial data environments.