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記錄與除錯

  • defaultmodeAGENT is an open-source Python AI agent framework offering default-mode planning, tool integration, and conversational capabilities.
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    What is defaultmodeAGENT?
    defaultmodeAGENT is a Python-based framework designed to simplify the creation of intelligent agents that perform multi-step workflows autonomously. It features default-mode planning—an adaptive strategy for deciding when to explore versus exploit—alongside seamless integration of custom tools and APIs. Agents maintain conversational memory, support dynamic prompting, and offer logging for debugging. Built on top of OpenAI’s API, it allows rapid prototyping of assistants for data extraction, research, and task automation.
    defaultmodeAGENT Core Features
    • Default-mode planning algorithm
    • Custom tool and API integration
    • Conversational memory management
    • Multi-step reasoning workflows
    • Extensible plugin architecture
    • Built-in logging and debugging
  • AutoAct is an open-source AI agent framework enabling LLM-based reasoning, planning, and dynamic tool invocation for task automation.
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    What is AutoAct?
    AutoAct is designed to streamline the development of intelligent agents by combining LLM-driven reasoning with structured planning and modular tool integration. It offers a Planner component to generate action sequences, a ToolKit for defining and invoking external APIs, and a Memory module to maintain context. With logging, error handling, and configurable policies, AutoAct supports robust end-to-end automation for tasks such as data analysis, content generation, and interactive assistants. Developers can customize workflows, extend tools, and deploy agents on-premise or in the cloud.
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