论文链接:AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation 代码仓库:github.com/huangd1999/A 任务:代码生成 数据集:HumanEval、MBPP、HumanEval-ET和MBPP-ET 本文提出一个多代理代码生成框架AgentCoder,包含三个智能体:程序员、测试设计、测试执行 程序员代理使用思维链,将任务...
Code links: 代码链接: Python JS 在这个例子中,不同的代理在共享的消息草稿(其实就是共享的思考链上下文)上进行协作。这意味着他们中的任何一个所做的工作都对另一个可见。这样做的好处是其他代理可以看到所有的个别步骤。这样做的缺点是有时候过于冗长和不必要地传递所有这些信息,有时候只需要一个代理的最终答案。
iteratively enhancing the generated code by, for example, fixing bugs, while maximizing the usage of the LLM agents. Here, we first discuss the agents (as per the pipeline), their prompts, and interactions, followed by the dynamic agent traversal protocol in MapCoder towards code generation for...
2. execute\_python\_code: Execute Python code and capture the output. Note you must `print` the output to get the result. code (string): The Python code to be executed. 3. read\_text\_file: Read the content of the text file. file\_path (string): The path to the text file to...
from agentscope.agents import DialogAgent, UserAgent import agentscope def main(): # Your code here agentscope.init(model_configs={ "config_name": "my-qwen-max", "model_type": "dashscope_chat", "model_name": "qwen-max" }) agent = DialogAgent( name="Alice, model_config_, sys_promp...
pip install agentscope[full]#Fromsourcecodecd agentscope pip install .[full] 之后,请确保您的应用程序被封装在一个 main 函数中。 fromagentscope.agentsimportDialogAgent,UserAgent import agentscope defmain(): # Your code here agentscope.init(model\_configs={ ...
Paper tables with annotated results for AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation
ChatGPT+ (code interpreter or plugin) :ChatGPT是一种会话AI Agent,现在可以与code interpreter或插件一起使用。code interpreter使ChatGPT能够执行代码,而插件通过管理工具增强了ChatGPT。 LangChain Agent:LangChain是开发基于LLM应用的通用框架。LangChain有各种类型的代理,ReAct Agent是其中一个著名的示例。LangChain...
(string): The search query string.2. execute_python_code: Execute Python code and capture the output. Note you must `print` the output to get the result.code (string): The Python code to be executed.3. read_text_file: Read the content of the text file.file_path (string): The path...
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