LLM_Auto_Agent — Agent Tool by LtdEdition-Peng

by LtdEdition-Peng · Agent Tool · ★ 59

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About LLM_Auto_Agent

English Version English README Python ReAct Agent 自动化助手 项目简介 这是一个基于 ReAct（Reasoning and Acting）模式的智能代理系统，该系统结合了推理和行动能力，能够通过多种工具与环境交互，同时结合CodeAct自动完成复杂任务。 使用Langchain 框架快速实现 LtdEdition-Peng/LangchainAutoAgent(GitHub) 核心特性 🤖 智能推理: 基于 Google Gemini 模型的智能对话和推理能力 🔧 多工具集成: 支持文件操作、网页搜索、系统命令执行等多种工具 💬 对话管理: 智能的上下文管理和对话状态维护 🔄 自动循环: 支持多步推理和工具调用的自动化流程 ⚙️ 灵活配置: 可配置的参数和环境设置 系统架构 核心组件 工作流程 用户输入 → 接收用户问题 推理阶段 → AI 分析问题并制定行动计划 检测阶段 → AI返回格式修正（AI自行处理） 行动阶段 → 执行相应的工具调用 观察阶段 → 获取工具执行结果 循环或结束 → 根据结果决定继续推理或给出最终答案 安装和配置 环境要求 Python 3.8+ Conda 环境管理器(python 相关指令会需要激活环境) Google API Key 需要科学上网 环境变量配置 在系统环境变量中设置： 谷歌API秘钥可在此申请https://aistudio.google.com/apikey 快速开始 基础使用 基础版测试 配置选项 AgentConfig 参数 python class AgentConfig: apikey: str # Google API Key modelname: str

Quick Facts

Stars59
Forks9
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score56.3348762383274/100
Open Issues1
Last Updated2025-08-17
Created2025-07-30
Platformspython
Est. Tokens~2k

Compatible Skills

These tools work well together with LLM_Auto_Agent for enhanced workflows:

  • doc-to-lora — semantic(0.29)+complementary+same_lang+similar_pop+shared_platform (55%)
  • MetaClaw — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (54%)
  • TapeAgents — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (53%)
  • AutoSkill — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (53%)

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Frequently Asked Questions

What is LLM_Auto_Agent?

LLM_Auto_Agent is My LLM agent learning. It is categorized as a Agent Tool with 59 GitHub stars.

What programming language is LLM_Auto_Agent written in?

LLM_Auto_Agent is primarily written in Python.

How do I install or use LLM_Auto_Agent?

You can find installation instructions and usage details in the LLM_Auto_Agent GitHub repository at github.com/LtdEdition-Peng/LLM_Auto_Agent. The project has 59 stars and 9 forks, indicating an active community.

What license does LLM_Auto_Agent use?

LLM_Auto_Agent is released under the MIT license, making it free to use and modify according to the license terms.

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