'id': 'FAQ_001', 'question': 'What is AgentScope?', 'answer': 'AgentScope is a multi-agent framework, aiming to provide a simple yet efficient way to build LLM-empowered agent applications.'

'id': 'FAQ_002', 'question': 'What is the difference between AgentScope v1.0 and v0.x?', 'answer': 'AgentScope v1.0 is a complete refactoring of the framework, equipped with new features and improvements. Refer to for detailed changes.'

'id': 'FAQ_003', 'question': 'How to integrate my own model with AgentScope?', 'answer': 'Create your own model by inheriting ``agentscope.model.ChatModelBase`` and implement the ``__call__`` method.'

'id': 'FAQ_004', 'question': 'What models are supported by AgentScope?', 'answer': 'Currently, AgentScope has built-in support for DashScope, Gemini, OpenAI, Anthropic, and Ollama APIs, and the ``OpenAIChatModel`` compatible with DeepSeek and vLLMs models.'

'id': 'FAQ_005', 'question': 'How to monitor the token usage in AgentScope?', 'answer': 'In AgentScope Studio, we provide visualization of token usage and tracing. Refer :ref:`studio` section for more details.'

'id': 'FAQ_006', 'question': 'How to create my own agent?', 'answer': 'You can choose to use the ``ReActAgent`` class directly, or create your own agent by inheriting from ``AgentBase`` or ``ReActAgentBase`` classes. Refer to the :ref:`agent` section for more details.'

'id': 'FAQ_007', 'question': 'How to forward the (streaming) output of agents to my own frontend or application?', 'answer': 'Use the pre hook of the ``print`` function to forward printing messages. Refer to the :ref:`hook` section.'

'id': 'FAQ_008', 'question': 'How many tools are provided by AgentScope?', 'answer': 'AgentScope provides a set of built-in tools, including ``execute_python_code``, ``execute_shell_command``, ``write_text_file`` , etc. You can find them under ``agentscope.tool`` module.'

'id': 'FAQ_009', 'question': 'How can I report a bug in AgentScope?', 'answer': 'If you encounter a bug while using AgentScope, please report it by opening an issue on our GitHub repository.'

'id': 'FAQ_010', 'question': 'How can I report a security bug in AgentScope?', 'answer': 'If you discover a security issue in AgentScope, please report it to us through the `Alibaba Security Response Center (ASRC) <https://security.alibaba.com/>`_.'