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
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...
它遵循单Agent范式,使用了许多有用的工具来增强AI模型,并且不支持Multi-Agent协作。 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...
Paper tables with annotated results for AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation
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(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...
Today, we are introducing AutoGen Studio (version 0.1.0) – a low-code interface for rapidly building, testing, and sharing multi-agent solutions. AutoGen Studio is built on AutoGen and inherits its features and functionalities, while providing a user-friendly and in...
✨Low code tool to rapidly build and coordinate multi-agent teams✨ Tip Prefer to write code instead? Check outRojak— a Python library designed to orchestrate durable, fault-tolerant multi-agent workflows with ease! Warning This project is NOT affiliated with any blockchain-related projects in...
(such as models, tools, and orchestration mechanisms etc,.) and debugging them remains challenging for most developers. To address this challenge, we present AUTOGEN STUDIO, a no-code developer tool for rapidly prototyping, debugging, and evaluating multi-agent wo...