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AutoGemini - 流式Gemini API处理系统

Project description

AutoGemini

流式 Gemini API 处理系统 —— 自动化 AI 工具调用与响应

项目简介

AutoGemini 是一个基于 Python 的流式 Gemini API 处理系统,支持自动化工具代码(ToolCode)检测、执行与多轮推理,适用于需要复杂链式思考(Chain of Thought, COT)和工具调用的 AI 应用场景。

  • 流式输出:支持 AI 响应的流式处理,实时检测并执行 ToolCode。
  • 自动循环推理:内置 COT 推理流程,自动多轮调用工具并合成最终答案。
  • 可扩展工具接口:通过 DefaultApi 可自定义扩展工具函数。
  • 语义 HTML 响应:最终输出为结构化 HTML,便于前端解析与展示。

主要功能

  • Gemini API 流式对话与工具调用
  • ToolCode 检测与安全执行
  • 多轮推理与自动循环
  • 结构化 HTML 响应生成
  • 易于集成与二次开发

安装方法

建议使用 uv 进行依赖管理:

uv pip install -e .

或使用 pip:

pip install -e .

快速开始

作为命令行工具运行

python -m autogemini

作为库集成

from autogemini import AutoStreamProcessor

processor = AutoStreamProcessor(api_key="YOUR_GEMINI_API_KEY")
# 详细用法见 src/autogemini/auto_stream_processor.py

目录结构

  • src/autogemini/ —— 主代码目录
  • tests/ —— 测试用例
  • pyproject.toml —— 项目配置

依赖

  • Python >= 3.10
  • aiohttp, httpx, requests, websockets

测试

推荐使用 uv 运行测试:

uv run python tests/run_interactive_test.py

或直接运行 pytest:

pytest

贡献

欢迎提交 issue 和 PR!如需自定义工具函数,请参考 src/autogemini/tool_code.py

License

本项目采用 MIT License,详见根目录 LICENSE 文件。

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