diff --git a/AI/Text2Sql/Sql/AreaSchoolLesson.md b/AI/Text2Sql/Sql/AreaSchoolLesson.md
new file mode 100644
index 00000000..6b0b4666
--- /dev/null
+++ b/AI/Text2Sql/Sql/AreaSchoolLesson.md
@@ -0,0 +1 @@
+# 行政区划名,行政区,区域名称，区域，一般是同一个概念，查询表t_crawler_lesson中字段gather_regionc
\ No newline at end of file
diff --git a/AI/Text2Sql/Sql/AreaSchoolLesson.sql b/AI/Text2Sql/Sql/AreaSchoolLessonDDL.sql
similarity index 100%
rename from AI/Text2Sql/Sql/AreaSchoolLesson.sql
rename to AI/Text2Sql/Sql/AreaSchoolLessonDDL.sql
diff --git a/AI/Text2Sql/Sql/AreaSchoolLessonGenerate.sql b/AI/Text2Sql/Sql/AreaSchoolLessonGenerate.sql
new file mode 100644
index 00000000..2de0f90f
--- /dev/null
+++ b/AI/Text2Sql/Sql/AreaSchoolLessonGenerate.sql
@@ -0,0 +1,24 @@
+/*
+查询:
+1、发布时间是2024年度
+2、每个学段，每个科目，上传课程数量，按由多到少排序
+3、字段名: 学段,科目,排名,课程数量
+*/
+SELECT stage_name AS 学段, subject_name AS 科目, ROW_NUMBER() OVER (PARTITION BY stage_name ORDER BY COUNT(*) DESC) AS 排名, COUNT(*) AS 课程数量 FROM t_crawler_lesson WHERE publish_time >= '2024-01-01' AND publish_time < '2025-01-01' AND gather_regionc IS NOT NULL AND gather_regionc <> '' GROUP BY stage_name, subject_name ORDER BY stage_name, 课程数量 DESC;
+
+
+/*
+查询:
+1、发布时间是2024年度
+2、每个行政区每个学校都上传了多少课程数量
+3、格式: 行政区划名,学段,排名,学校名称,课程数量
+*/
+SELECT gather_regionc AS 行政区划名, stage_name AS 学段, ROW_NUMBER() OVER (PARTITION BY gather_regionc ORDER BY COUNT(*) DESC) AS 排名, teacher_school_name AS 学校名称, COUNT(*) AS 课程数量 FROM t_crawler_lesson WHERE publish_time >= '2024-01-01' AND publish_time < '2025-01-01' AND gather_regionc IS NOT NULL AND gather_regionc != '' GROUP BY gather_regionc, stage_name, teacher_school_name ORDER BY gather_regionc, COUNT(*) DESC;
+
+/*
+查询:
+1、发布时间是2024年度
+2、二道区每个学校都上传了多少课程数量
+3、格式: 行政区划名,学段,排名,学校名称,发布年份,课程数量
+*/
+SELECT gather_regionc AS 行政区划名, stage_name AS 学段, ROW_NUMBER() OVER (PARTITION BY gather_regionc ORDER BY COUNT(*) DESC) AS 排名, teacher_school_name AS 学校名称, EXTRACT(YEAR FROM publish_time) AS 发布年份, COUNT(*) AS 课程数量 FROM t_crawler_lesson WHERE publish_time >= '2024-01-01' AND publish_time < '2025-01-01' AND gather_regionc = '二道区' AND gather_regionc IS NOT NULL AND gather_regionc != '' GROUP BY gather_regionc, stage_name, teacher_school_name, EXTRACT(YEAR FROM publish_time) ORDER BY gather_regionc, 课程数量 DESC;
\ No newline at end of file
diff --git a/AI/Text2Sql/Test/YunXiao_Deepseek.py b/AI/Text2Sql/Test/YunXiao_Deepseek.py
index 4f5620e5..18bdff7f 100644
--- a/AI/Text2Sql/Test/YunXiao_Deepseek.py
+++ b/AI/Text2Sql/Test/YunXiao_Deepseek.py
@@ -42,8 +42,8 @@ def generate_sql_from_prompt(ddl: str, prompt: str) -> str:
         raise ValueError("未能生成 SQL 查询")
 
 if __name__ == '__main__':
-    # 读取 Sql/AreaSchoolLesson.sql 文件
-    with open("../Sql/AreaSchoolLesson.sql", "r", encoding="utf-8") as file:
+    # 读取 Sql/AreaSchoolLessonDDL.sql 文件
+    with open("../Sql/AreaSchoolLessonDDL.sql", "r", encoding="utf-8") as file:
         ddl = file.read()
 
     # 自然语言描述
diff --git a/AI/Text2Sql/YunXiao.py b/AI/Text2Sql/YunXiao.py
index 575c2236..e239722a 100644
--- a/AI/Text2Sql/YunXiao.py
+++ b/AI/Text2Sql/YunXiao.py
@@ -21,14 +21,26 @@ if __name__ == "__main__":
     # 开始训练
     print("开始训练...")
     # 打开AreaSchoolLesson.sql文件内容
-    with open("Sql/AreaSchoolLesson.sql", "r", encoding="utf-8") as file:
+    with open("Sql/AreaSchoolLessonDDL.sql", "r", encoding="utf-8") as file:
         ddl = file.read()
     # 训练数据
     vn.train(
         ddl=ddl
     )
-
-
+    # 添加有关业务术语或定义的文档
+    vn.train(documentation="Sql/AreaSchoolLesson.md")
+
+    # 使用 SQL 进行训练
+    # 读取 SQL 文件
+    with open('Sql/AreaSchoolLessonGenerate.sql', 'r', encoding='utf-8') as file:
+        sql_content = file.read()
+    # 使用正则表达式提取注释和 SQL 语句
+    sql_pattern = r'/\*(.*?)\*/(.*?);'
+    sql_snippets = re.findall(sql_pattern, sql_content, re.DOTALL)
+
+    # 打印提取的注释和 SQL 语句
+    for i, (comment, sql) in enumerate(sql_snippets, 1):
+        vn.train(sql=comment.strip() + '\n' + sql.strip()+'\n')
 
     # 自然语言提问
     # 整体情况