# yudao-ai-practice

**Repository Path**: ziyucoding/yudao-ai-practice

## Basic Information

- **Project Name**: yudao-ai-practice
- **Description**: AI相关编程实践
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-05-14
- **Last Updated**: 2025-08-20

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# yudao-ai-practice

AI相关编程实践。

Python版本推荐使用3.10.11及以上。

## 部署&配置

### MacOS 环境

创建虚拟环境（示例）:

```textmate
cd  /SoftWare/python
/Library/Frameworks/Python.framework/Versions/3.10/bin/python3.10 -m venv venv_yudao_ai_practice
```

使用虚拟环境，安装相应的库：

```shell
pip install -r requirements_macos.txt -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com
```

将安装的相应的库导出为对应的 requirements.txt：

```shell
pip freeze >./requirements_macos.txt
```

### Linux 环境

创建虚拟环境（示例）:

```textmate
cd /home/yudao/software/python_venvs
/usr/local/bin/python3 -m venv venv_yudao_ai_practice
source /home/yudao/software/python_venvs/venv_yudao_ai_practice/bin/activate
```

使用虚拟环境，安装相应的库：

```shell
pip install -r requirements_linux.txt -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com
```

将安装的相应的库导出为对应的 requirements.txt：

```shell
pip freeze >./requirements_linux.txt
```

### Windows 环境

Windows创建虚拟环境（示例）:

```textmate
cd D:\software\python\venv
d:
D:\software\python310\python -V
D:\software\python310\python -m venv venv_yudao_ai_practice
```

使用虚拟环境，安装相应的库：

```shell
pip install -r requirements_windows.txt -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com
```

将安装的相应的库导出为对应的 requirements.txt：

```shell
pip freeze >./requirements_windows.txt
```

## 库安装记录

```shell
# 升级pip版本以确保兼容性
python.exe -m pip install --upgrade pip  -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# langchain
pip install langchain -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 
pip install langchain_community -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 
pip install --upgrade langchain -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# openai
pip install openai -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 

# 字符编码
pip install chardet -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 

# qdrant 向量数据库相关
pip install qdrant-client -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 
pip install langchain-qdrant -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 

# dashscope
pip install dashscope -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 

# flask
pip install flask -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 

# pdf
pip install pypdf -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 

# docx
pip install docx2txt -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com 

# pymilvus
pip install pymilvus -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# fastmcp
pip install fastmcp -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# A2A 
pip install a2a-sdk uvicorn python-dotenv -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# LangChain RAG 应用
pip install --upgrade langchain langchain_community langchain_chroma langsmith beautifulsoup4 openai dashscope -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# LangGraph 
pip install --upgrade langgraph -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# Weather MCP
pip install fastmcp httpx python-dotenv -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# requests
pip install requests -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# python-pptx
pip install python-pptx -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

# FastAPI
pip install fastapi uvicorn "python-jose[cryptography]" "passlib[bcrypt]" sqlalchemy pydantic python-multipart python-dotenv -i http://mirrors.aliyun.com/pypi/simple --trusted-host mirrors.aliyun.com

```