Pywen records the decision-making process and tool invocation trajectories of the intelligences in detail, including Chain-of-Thought logs and specific operation steps. These structured data are not only used for debugging and behavioral analysis, but also provide a verifiable data base for researchers to carry out ablation experiments and improve the decision-making algorithm of the intelligent body. By analyzing trajectory files such as agent_YYYYMMDD_HHMMSS.log, core issues such as tool usage efficiency and task decomposition strategy can be systematically studied.
This answer comes from the articlePywen: A Python Command Line AI Assistant Built for Software DevelopmentThe
May not be reproduced without permission:AI productivity tools " Pywen's Trajectory Logging Feature Supports Experimental Data for AI Intelligentsia Research
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