02_rag_build/config.py

@@ -0,0 +1,73 @@
+"""
+统一配置模块：环境变量、数据库连接、LLM 实例。
+
+其他模块直接 `from config import llm, db, engine` 即可，
+无需重复写 load_dotenv 和 db_uri 构造逻辑。
+"""
+
+import os
+from dotenv import load_dotenv
+from langchain_openai import ChatOpenAI
+from langchain_community.utilities import SQLDatabase
+from sqlalchemy import create_engine
+from langchain_community.embeddings import DashScopeEmbeddings
+from langchain_community.chat_models import ChatTongyi
+
+
+# ============================================================
+# 1. 加载 .env（整个项目只调用一次）
+# ============================================================
+load_dotenv(os.path.join(os.path.dirname(__file__), "..", ".env"))
+
+# ============================================================
+# 2. 数据库配置
+# ============================================================
+DB_HOST = os.getenv("DB_HOST", "127.0.0.1")
+DB_PORT = os.getenv("DB_PORT", "3306")
+DB_USER = os.getenv("DB_USER", "root")
+DB_PASSWORD = os.getenv("DB_PASSWORD", "")
+DB_NAME = os.getenv("DB_NAME", "analytics_demo")
+
+DB_URI = f"mysql+pymysql://{DB_USER}:{DB_PASSWORD}@{DB_HOST}:{DB_PORT}/{DB_NAME}"
+
+# SQLAlchemy 引擎（DataFrame 加载用）
+engine = create_engine(DB_URI)
+
+# LangChain SQLDatabase 实例（Agent 工具包用）
+db = SQLDatabase.from_uri(DB_URI)
+
+# ============================================================
+# 3. DEEPSEEK LLM 配置
+# ============================================================
+DEEPSEEK_API_KEY = os.getenv("DEEPSEEK_API_KEY")
+DEEPSEEK_BASE_URL = os.getenv("DEEPSEEK_BASE_URL")
+
+llm = ChatOpenAI(
+    model="deepseek-v4-flash",
+    api_key=DEEPSEEK_API_KEY,
+    base_url=DEEPSEEK_BASE_URL,
+    temperature=0,
+)
+
+print("✅ 配置加载完成（LLM + 数据库连接）")
+
+
+
+# ============================================================
+# 4. ALI LLM 配置
+# ============================================================
+# 初始化 Embedding 模型
+# 需要先在 https://dashscope.console.aliyun.com/ 获取 API Key
+DASHSCOPE_API_KEY=os.getenv("DASHSCOPE_API_KEY")
+embedding_model = DashScopeEmbeddings(
+    model="text-embedding-v3",        # 模型名称
+    dashscope_api_key=DASHSCOPE_API_KEY   # 从 .env 读取
+)
+
+# ============================================================
+# 5. ChatTongyi LLM 配置
+# ============================================================
+ChatTongyillm = ChatTongyi(
+    model="qwen-plus", 
+    dashscope_api_key=DASHSCOPE_API_KEY
+    )

02_rag_build/data/test_question.json

@@ -0,0 +1,620 @@
+[
+    {
+        "question": "中国足球的队长是谁",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "新冠肺炎如何预防？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "交通事故如何处理？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "怎样加热座椅？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "自动模式下，中央显示屏是如何切换日间和夜间模式的？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何通过中央显示屏进行副驾驶员座椅设置？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "副仪表台按钮如何操作中央显示屏？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何从锁定状态唤醒中央显示器?",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何正确使用颈椎保护系统？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "前方交叉路口预警系统（FCTA）的作用是什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在使用FCTA时需要注意哪些事项？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何打开车辆尾门？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在哪些情况下智能钥匙可能会受到干扰，导致功能异常？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "车辆尾门的防夹保护功能是如何工作的？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在操作电动后备厢时需要注意哪些事项？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何进入车辆功能界面？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在车辆功能界面有哪些操作选项？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何编辑快捷开关图标?",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何减少车辆腐蚀风险？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何通过空调系统面板调节空调风量？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何创建新的Lynk&CoID？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是车主账户？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何创建人脸识别？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何添加亲情账号？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何开启或关闭用车偏好自动同步？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何熄火我的车辆？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何通过遥控钥匙启动车辆？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如果遥控钥匙电池电量低，我应该如何启动车辆？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何调节外后视镜？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "外部反光境显示物体距离是否准确?",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是自动驻车系统？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在什么情况下会停用AutoHold并启用EPB功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "中央扶手箱的USB接口有几个？它们分别是什么类型？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "中央扶手箱所支持的U盘及数据传输格式有哪些？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何通过中央显示屏调节驾驶员侧座椅通风强度？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何关闭前排座行车通风功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何进入系统设置界面？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在系统界面可以进行哪些操作？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是无钥匙进入系统？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何设置无钥匙解锁模式？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "设置无钥匙解锁中单门和全车的区别在于什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "驾驶车辆时应遵守哪些注意事项？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何启用或停用手套箱密码保护功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "驾驶员状态监测系统是如何工作的？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么情况下会影响到驾驶员状态监测系统的工作？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何启用后排儿童锁功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "安全气囊是什么？它的作用是什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如果未使用或未正确使用安全带，会对安全气囊有何影响？ ",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在使用车辆时，有哪些安全气囊的注意事项？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何开启动力电池电量保持功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在开启动力电池的情况下，选择经济性优先和充电速度优先有什么区别？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "后方碰撞预警系统在什么情况下会启动？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何调整方向盘的位置？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么情况下不能调节车辆的方向盘？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何通过手机APP启动车辆？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是陡坡缓降系统（HDC什么是陡坡缓降系统（HDC）？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "当坡度过大时，如何操作才能使车辆保持匀速地行驶？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在什么情况下HDC会激活？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在什么情况下无法激活或自动退出HDC功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "开启陡坡缓降系统后，组合仪表显示什么颜色的指示灯？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "激活陡坡缓降系统时，组合仪表显示什么颜色的指示灯？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "当陡坡缓降系统出现故障时，组合仪表会显示怎样的提示？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "坡道辅助系统的主要功能是什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "使用坡道辅助系统时需要注意哪些警告？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在有路缘石的上坡和下坡驻车时，应如何操作？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "新车在最初的2000km行驶期间应遵守哪些事项？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "当刹车片将达到最小安全厚度时会有什么表现？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如果听到持续的高频尖锐噪声应该怎么做？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "风挡摄像头和前雷达在什么情况下会弹出警示消息？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何通过蓝牙钥匙启动车辆？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在什么情况下无法通过蓝牙钥匙启动车辆？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何通过网络远程启动发动机？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "变道辅助系统由哪三部分组成？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何检查制动液液位？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何调节车辆的背光亮度？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在白天和夜晚，开启和未开启整车背光联动时，转动调光旋钮有什么不同？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "当车辆发生故障时，应该如何处理？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "为什么不建议自行修理车辆故障？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是能量回收系统？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何知道车辆正在进行能量回收？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "影响能量回收多少的因素有哪些？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是智能远近光控制系统？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在什么情况下可以开启智能远近光控制系统？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "哪些因素可能导致智能远近光控制系统无法正常工作？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何启用前除霜/除雾功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "当我开启前挡风玻璃的去冰去雾模式时，车辆会有什么反应？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "为什么驾驶之前需要确保挡风玻璃无冰渣、积雪或冷凝水？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么情况下车辆需要进行报废处理？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是遥控泊车（RPA）？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "使用Lynk&CoApp的RPA功能需要注意什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何开启方向盘助力与驾驶模式联动？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "有哪些可选的方向盘转向助力模式？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "主动式座舱清洁系统的作用是什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "全景天窗是由几部分组成的？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何使用位置记忆功能？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何更换后挡风玻璃雨刮片？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "在更换雨刮片时需要注意什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "如何添加香氛精油？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "我应该在哪里添加香氛精油？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么是转向助力系统？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "涉水行驶前应注意什么？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "涉水驾驶后需要进行哪些检查？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    },
+    {
+        "question": "什么时候应该为车辆打蜡？",
+        "answer_1": "",
+        "answer_2": "",
+        "answer_3": ""
+    }
+]

02_rag_build/main.py

@@ -0,0 +1,90 @@
+import os
+from langchain_community.document_loaders import PyMuPDFLoader
+from langchain_text_splitters import RecursiveCharacterTextSplitter
+from utils.dataclean import clean_pdf_text
+from langchain_community.vectorstores import Chroma
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_core.output_parsers import StrOutputParser
+from config import embedding_model, ChatTongyillm
+
+
+# ========== 第一步：加载文档 ==========
+# 获取当前脚本所在目录，构建 PDF 文件的绝对路径
+script_dir = os.path.dirname(os.path.abspath(__file__))
+pdf_path = os.path.join(script_dir, "data", "car_info.pdf")
+
+# 创建加载器实例，传入 PDF 文件路径
+pdf_loader = PyMuPDFLoader(pdf_path)
+
+# 调用 load() 方法，返回一个 Document 列表（每页一个 Document）
+pdf_pages = pdf_loader.load()
+print("加载资料完成")
+
+
+# ========== 第二步：清洗数据（可选，根据文档质量决定）==========
+# 清洗每个 Document 的文本内容
+for page in pdf_pages:
+    page.page_content = clean_pdf_text(page.page_content)
+print("清晰资料完成")    
+
+
+# ========== 第三步：创建递归字符分割器 ==========
+text_splitter = RecursiveCharacterTextSplitter(
+    # 分隔符优先级：段落 → 换行 → 句号 → 空格 → 硬切
+    separators=["\n\n", "\n", "。", "！", "？", " ", ""],
+    
+    # 每个块最大 50 字符
+    chunk_size=50,
+    
+    # 相邻块重叠 10 字符（chunk_size 的 20%）
+    chunk_overlap=10,
+    
+    # 长度计算函数
+    length_function=len
+)
+
+# 对整个文档切分
+split_docs = text_splitter.split_documents(pdf_pages)
+print("切割资料完成") 
+
+# ========== 第四步：向量化 + 存入向量库 ==========
+vectorstore = Chroma.from_documents(
+    documents=split_docs,
+    embedding=embedding_model,
+    persist_directory="./knowledge_db"
+)
+print("存储向量资料完成") 
+
+# ========== 第五步：创建检索器 ==========
+retriever = vectorstore.as_retriever(search_kwargs={"k": 3})
+
+# ========== 第六步：提问 ==========
+query = "什么汽车比较经济实惠"
+relevant_docs = retriever.invoke(query)
+
+# ========== 第七步：生成回答 ==========
+context = "\n\n---\n\n".join([d.page_content for d in relevant_docs])
+
+prompt = ChatPromptTemplate.from_template("""
+你是一个专业的知识库助手。请根据以下上下文回答问题。
+
+**规则：**
+- 只基于提供的上下文回答，不要编造
+- 如果上下文中没有相关信息，直接说「根据现有资料，我找不到这个问题的答案」
+- 回答要简洁直接，引用原文时用引号
+
+**上下文：**
+{context}
+
+**问题：**
+{question}
+""")
+
+
+chain = prompt | ChatTongyillm | StrOutputParser()
+
+
+if __name__ == "__main__":
+
+    answer = chain.invoke({"context": context, "question": query})
+    print(answer)

02_rag_build/utils/dataclean.py

@@ -0,0 +1,15 @@
+def clean_pdf_text(text: str) -> str:
+    """清洗 PDF 解析出的文本，去除常见噪声"""
+    import re
+    
+    # 删除非中文字符之间的换行符
+    text = re.sub(r'[^一](\n)[^一]', 
+                  lambda m: m.group(0).replace('\n', ''), text)
+    
+    # 删除项目符号和多余空格
+    text = text.replace('•', '').replace('  ', ' ')
+    
+    # 删除连续的换行符（保留一个）
+    text = re.sub(r'\n{2,}', '\n', text)
+    
+    return text.strip()

add_git_bash_to_menu.reg

@@ -0,0 +1,48 @@
+Windows Registry Editor Version 5.00
+
+; 文件夹右键 → "Git Bash Here"
+[HKEY_CLASSES_ROOT\Directory\shell\gitbash]
+@="Git Bash Here"
+"Icon"="D:\\Git\\git-bash.exe"
+
+[HKEY_CLASSES_ROOT\Directory\shell\gitbash\command]
+@="D:\\Git\\git-bash.exe"
+
+; 文件夹空白处右键 → "Git Bash Here"
+[HKEY_CLASSES_ROOT\Directory\Background\shell\gitbash]
+@="Git Bash Here"
+"Icon"="D:\\Git\\git-bash.exe"
+
+[HKEY_CLASSES_ROOT\Directory\Background\shell\gitbash\command]
+@="D:\\Git\\git-bash.exe"
+
+; 右键 .git 文件夹也可以打开
+[HKEY_CLASSES_ROOT\LibraryFolder\background\shell\gitbash]
+@="Git Bash Here"
+"Icon"="D:\\Git\\git-bash.exe"
+
+[HKEY_CLASSES_ROOT\LibraryFolder\background\shell\gitbash\command]
+@="D:\\Git\\git-bash.exe"
+
+; ===== Git GUI Here =====
+
+[HKEY_CLASSES_ROOT\Directory\shell\gitgui]
+@="Git GUI Here"
+"Icon"="D:\\Git\\cmd\\git-gui.exe"
+
+[HKEY_CLASSES_ROOT\Directory\shell\gitgui\command]
+@="D:\\Git\\cmd\\git-gui.exe"
+
+[HKEY_CLASSES_ROOT\Directory\Background\shell\gitgui]
+@="Git GUI Here"
+"Icon"="D:\\Git\\cmd\\git-gui.exe"
+
+[HKEY_CLASSES_ROOT\Directory\Background\shell\gitgui\command]
+@="D:\\Git\\cmd\\git-gui.exe"
+
+[HKEY_CLASSES_ROOT\LibraryFolder\background\shell\gitgui]
+@="Git GUI Here"
+"Icon"="D:\\Git\\cmd\\git-gui.exe"
+
+[HKEY_CLASSES_ROOT\LibraryFolder\background\shell\gitgui\command]
+@="D:\\Git\\cmd\\git-gui.exe"