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Dynamic tool switching mechanism empowers ChatGPT Agent to handle complex tasks

2025-08-21 439
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The core technological innovation of ChatGPT Agent is its context-aware tool selection algorithm. When receiving the command "Compare Tesla and BYD quarterly financial reports", the system will automatically combine the following functional modules: first call Yahoo Finance API to get the raw data, then start Python kernel to calculate the financial ratios, then switch to the text browser to extract the news and opinions, and finally call the PPT generator to create an analysis report with line graphs. PPT generator to create an analysis report containing line graphs. The entire process does not require the user to specify a sequence of tools, and the AI dynamically optimizes the execution path based on the complexity of the task.

This intelligent scheduling capability has significant advantages over traditional automation tools: in the test case, when dealing with the open-ended task of "scheduling a team building activity", the Agent will successively enable the calendar API to check the free time, browse the venue of the team building with the visual browser, and send invitations through the email interface. The system maintains a prioritization matrix, and when multiple tools are available (e.g., API and web crawling), the optimal solution is automatically selected based on dimensions such as data freshness and access speed. Feedback from enterprise users indicates that this feature reduces the completion time of multi-system collaboration tasks by 65%.

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