diff --git a/template.yaml b/template.yaml
index b1aec11..e180e8c 100644
--- a/template.yaml
+++ b/template.yaml
@@ -84,6 +84,7 @@ template:
                   WITH "name"||"shortname" LIKE '%xx中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
                   CONNECT BY PRIOR "id" = "parentid"
          
+       当用户问题涉及查询是否时候。结果需要返回:是/否。而不是返回查询记录
         
         
           关联与限制
diff --git a/util/load_ddl_doc.py b/util/load_ddl_doc.py
index 6a3c3f4..3ced32e 100644
--- a/util/load_ddl_doc.py
+++ b/util/load_ddl_doc.py
@@ -28,9 +28,10 @@ def add_documentation(vn: CustomVanna):
     random.shuffle(dd)
     # for d in dd:
     #     vn.add_question_sql(question=d['question'], sql=d['answer'])
-    for d in q_and_a_test1.question_and_answer:
+    ## tag  待定,容易过拟合
+    for d in dd:
         vn.add_question_sql(
-            question=f"{d['question']} [分类:{d['category']}] [标签:{','.join(d['tags'])}]",
+            question=f"{d['question']}",
             sql=d['answer']
         )
 
diff --git a/util/q_and_a_test1.py b/util/q_and_a_test1.py
index 34f8625..c0a5b2f 100644
--- a/util/q_and_a_test1.py
+++ b/util/q_and_a_test1.py
@@ -2,703 +2,767 @@ import json
 
 # 按功能模块组织
 question_and_answer = [
-        {
-            "question": "张三的信息",
-            "answer": """
-                SELECT "id" AS "ID", "code" AS "工号", "name" AS "姓名", 
-                "internal_unit" AS "内部单位", "external_unit" AS "外部单位",
-                "phone_number" AS "手机号", "email" AS "邮箱",
-                CASE WHEN "gender" = '1' THEN '男' WHEN "gender" = '2' THEN '女' ELSE "gender" END AS "性别",
-                -- 人员类型转换逻辑
-                CASE WHEN "person_type" = 'YG' THEN '正式员工' 
-                     WHEN "person_type" = 'PQ' THEN '劳务派遣人员' 
-                     ELSE "person_type" END AS "人员类型"
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" 
-                WHERE "dr" = 0 AND "name" = '张三' LIMIT 1000
-            """,
-            "tags": ["员工", "基本信息", "单人员工"],
-            "category": "员工基本信息查询"
-        },
-        {
+    {
+        "question": "张三的信息",
+        "answer": """
+                  SELECT "id"                                                                               AS "ID",
+                         "code"                                                                             AS "工号",
+                         "name"                                                                             AS "姓名",
+                         "internal_unit"                                                                    AS "内部单位",
+                         "external_unit"                                                                    AS "外部单位",
+                         "phone_number"                                                                     AS "手机号",
+                         "email"                                                                            AS "邮箱",
+                         CASE WHEN "gender" = '1' THEN '男' WHEN "gender" = '2' THEN '女' ELSE "gender" END AS "性别",
+                         -- 人员类型转换逻辑
+                         CASE
+                             WHEN "person_type" = 'YG' THEN '正式员工'
+                             WHEN "person_type" = 'PQ' THEN '劳务派遣人员'
+                             ELSE "person_type" END                                                         AS "人员类型"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
+                  WHERE "dr" = 0
+                    AND "name" = '张三' LIMIT 1000
+                  """,
+        "tags": ["员工", "基本信息", "单人员工"],
+        "category": "员工基本信息查询"
+    },
+    {
         "question": "在研发基地工作的有哪些员工",
         "answer": '''
-              SELECT "id"             AS "id",
-                     "code"           AS "工号",
-                     "name"           AS "姓名",
-                     "internal_unit"  AS "内部单位",
-                     "external_unit"  AS "外部单位",
-                     "office_address" AS "办公地点"
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
-              WHERE ("office_address" LIKE '%研发基地%' OR "office_city" LIKE '%研发基地%')
-                AND "dr" = '0' LIMIT 1000
-              ''',
-            "tags": ["员工", "工作地", "条件筛选查询"],
-            "category": "员工基本信息查询"
-        },
-        {
-            "question": "总共有多少员工",
-            "answer": """
-                SELECT COUNT(1) AS "total_count" 
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" 
-                WHERE "dr" = 0 LIMIT 1000
-              """,
-            "tags": ["员工", "人数", "总体统计"],
-            "category":"员工统计与分析"
-        },
-        {
-            "question": "XX中心下有多少员工",
-            "answer": """
-              SELECT  COUNT(*)
-              FROM  YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database
-              WHERE internal_dept in (SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-              START WITH "name"||"shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%' 
-              CONNECT BY PRIOR "id" = "parentid")
-            """,
-            "tags": ["员工", "部门", "人数"],
-            "category": "员工统计与分析"
-        },
-        {
-            "question": "XX中心下各个处室分别有多少人",
-            "answer": """
-                SELECT o.name AS "处室名称", COUNT(p.id) AS "人数"
-                FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
-                        JOIN IUAP_APDOC_BASEDOC.org_orgs o ON p.internal_dept = o.id
-                WHERE p.internal_dept IN (SELECT "id"
-                                        FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-                WITH "name"||"shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-                CONNECT BY PRIOR "id" = "parentid"
-                    )
-                AND p.dr = 0
-                GROUP BY o.name
-                ORDER BY "人数" DESC
-                LIMIT 1000
-            """,
-            "tags": ["员工", "部门", "人数"],
-            "category": "员工统计与分析"
-        },
-        {
-            "question": "XX中心下的XX管理处有多少人",
-            "answer": '''
-              SELECT o.name AS "处室名称", COUNT(p.id) AS "人数"
-              FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
-                       JOIN IUAP_APDOC_BASEDOC.org_orgs o ON p.internal_dept = o.id
-              WHERE p.internal_dept IN (SELECT "id"
-                                        FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-              WITH "name"||"shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-              CONNECT BY PRIOR "id" = "parentid"
-                  )
-                     AND p.dr = 0
-                     AND o.name LIKE '%XX管理处%'
-              GROUP BY o.name
-              ORDER BY "人数" DESC
-                  LIMIT 1000
-              ''',
-            "tags": ["员工", "部门", "人数"],
-            "category": "员工统计与分析"
-        },
-        {
-            "question": "XX中心正式人员有多少,各个处室有多少?",
-            "answer": '''
-              SELECT o.name AS "处室名称", COUNT(p.id) AS "正式员工数量"
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                       JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p.internal_dept = o.id
-              WHERE p.person_type = 'YG'
-                AND p.dr = 0
-                AND o.enable = 1
-                AND o.dr = 0
-                AND (
-                  o.id IN (SELECT "id"
-                           FROM "IUAP_APDOC_BASEDOC"."org_orgs" START WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%')
-                      AND "enable" = 1
-                      AND "dr" = 0
-                      CONNECT BY PRIOR "id" = "parentid"
-                  )
-                  )
-              GROUP BY o.name
-              ORDER BY "正式员工数量" DESC
-                  LIMIT 1000;
-              ''',
-            "tags": ["员工", "部门", "人员类型", "正式员工", "处室分布"],
-            "category": "员工统计与分析"
-        },
-        {
-            "question": "XX部门有哪些员工",
-            "answer": """
-              SELECT p.id AS "id", p.code AS "employee_code", p.name AS "name", o.name AS "department_name" 
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-              JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p.internal_dept = o.id 
-              WHERE p.dr = 0 AND o.enable = 1 AND o.dr = 0 AND o.id IN (
-              SELECT id FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-              START WITH ("name" LIKE '%XX%' OR "shortname" LIKE '%XX%') 
-              AND "enable" = 1 AND "dr" = 0 
-              CONNECT BY PRIOR "id" = "parentid") 
-              LIMIT 1000
-            """,
-            "tags": ["员工", "部门", "列表查询"],
-            "category": "部门人员查询"
-        },
-        {
-            "question": "XX综合部男员工有哪些人",
-            "answer": """
-                 SELECT p."id" AS "ID", p."code" AS "工号", p."name" AS "姓名", 
-                 CASE WHEN p."gender" = '1' THEN '男' 
-                 WHEN p."gender" = '2' THEN '女' END AS "性别", o."name" AS "部门名称" 
-                 FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-                 JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id" 
-                 WHERE p."dr" = 0 AND p."gender" = '1' AND o."id" IN (
-                   SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                   START WITH ("name" LIKE '%综合处%' OR "shortname" LIKE '%综合处%') 
-                   AND "enable" = 1 AND "dr" = 0 CONNECT BY PRIOR "id" = "parentid") 
-                 LIMIT 1000
-                   """,
-            "tags": ["员工", "性别", "部门", "列表查询"],
-            "category": "性别分布统计"
-        },
-        {
-            "question": "XX综合部女员工有那些人",
-            "answer": """
-                   SELECT p."id" AS "id", p."code" AS "工号", p."name" AS "姓名", 
-                   CASE WHEN p."gender" = '1' THEN '男' 
-                   WHEN p."gender" = '2' THEN '女' END AS "性别", o."name" AS "部门名称" 
-                   FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id" 
-                   WHERE p."internal_dept" IN (
-                       SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                       START WITH ("name" LIKE '%XX综合部%' OR "shortname" LIKE '%XX综合部%') 
-                       AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
-                       CONNECT BY PRIOR "id" = "parentid") 
-                   AND p."dr" = 0 AND p."gender" = '2' 
-                   ORDER BY p."create_time" 
-                   DESC LIMIT 1000
-                 """,
-            "tags": ["员工", "性别", "部门"],
-            "category": "性别分布统计"
-        },
-        {
-            "question": "XX部有多少员工,男女员工分别有多少",
-            "answer": """
-                   SELECT COUNT(*) AS "总人数",
-                             SUM(CASE WHEN gender = '1' THEN 1 ELSE 0 END) AS "男员工数",
-                             SUM(CASE WHEN gender = '2' THEN 1 ELSE 0 END) AS "女员工数"
-                   FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
-                   WHERE p.internal_dept IN (SELECT "id" 
-                       FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-                       WITH "name"||"shortname" LIKE '%XX部%'
-                       CONNECT BY PRIOR "id" = "parentid"
-                       )
-                       AND p.dr = 0
-                       LIMIT 1000;
-                 """,
-            "tags": ["员工", "性别", "部门", "人数统计"],
-            "category": "性别分布统计"
-        },
-        {
-            "question": "XX中心男女各多少人",
-            "answer": """
-                   SELECT SUM(CASE WHEN p."gender" = '1' THEN 1 ELSE 0 END) AS "男员工数",
-                                SUM(CASE WHEN p."gender" = '2' THEN 1 ELSE 0 END) AS "女员工数"
-                   FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                   WHERE p."internal_dept" IN (SELECT "id"
-                       FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-                       WITH "name" LIKE '%XX中心%' AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
-                       CONNECT BY PRIOR "id" = "parentid"
-                       )
-                       AND p."dr" = 0
-                       LIMIT 1000;
-                 """,
-            "tags": ["员工", "性别", "部门", "人数统计"],
-            "category": "性别分布统计"
-        },
-        {
-            "question": "XX综合部女员工有多少",
-            "answer": """
-                   SELECT (SELECT COUNT(*)
-                   FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                   WHERE p."internal_dept" IN (SELECT "id"
-                       FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-                       WITH "name"||"shortname" LIKE '%XX综合部%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-                       CONNECT BY PRIOR "id" = "parentid"
-                       )
-                       AND p."gender" = '2'
-                       AND p."dr" = 0
-                       ) AS "女员工数"
-                 """,
-            "tags": ["员工", "性别", "部门", "人数统计"],
-            "category": "性别分布统计"
-        },
-        {
-            "question": "今年新入职XX部门的员工中,男女各有多少",
-            "answer": """
-                   SELECT SUM(CASE WHEN p."gender" = '1' THEN 1 ELSE 0 END) AS "男员工数", 
-                   SUM(CASE WHEN p."gender" = '2' THEN 1 ELSE 0 END) AS "女员工数" 
-                   FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-                   WHERE p."internal_dept" IN (
-                       SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                       START WITH "name" LIKE '%XX%' AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
-                       CONNECT BY PRIOR "id" = "parentid") 
-                   AND p."dr" = 0 AND YEAR(p."input_time") = 2025 
-                   LIMIT 1000;
-               """,
-            "tags": ["员工", "性别", "部门", "人数统计"],
-            "category": "性别分布统计"
-        },
-        {
-            "question": "XX部门博士和硕士分别有多少员工",
-            "answer": """
-          SELECT COUNT(CASE WHEN p."highest_degree" = '3' THEN 1 END) AS "doctor_count", 
-          COUNT(CASE WHEN p."highest_degree" = '2' THEN 1 END) AS "master_count" 
-          FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-          JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id" 
-          WHERE p."dr" = 0 AND p."internal_dept" IN (
-              SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-              START WITH ("name" || "shortname") LIKE '%XX%' 
-              AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
-              CONNECT BY PRIOR "id" = "parentid") 
-          LIMIT 1000
-          """,
-            "tags": ["员工", "学历", "部门", "人数统计"],
-            "category": "学历分布统计"
-        },
-        {
-            "question": "XX部门博士多少人",
-            "answer": '''
-          SELECT COUNT(*) AS "博士人数"
-          FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                   JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
-          WHERE p."internal_dept" IN (SELECT "id"
-                                      FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-          WITH "name"||"shortname" LIKE '%XX%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-          CONNECT BY PRIOR "id" = "parentid"
-              )
-                 AND p."dr" = 0
-                 AND p."highest_degree" = '3'
-              LIMIT 1000
-          ''',
-            "tags": ["员工", "学历", "部门", "人数统计"],
-            "category": "学历分布统计"
-        },
-        {
-            "question": "博士分布在哪些部门,各有多少人",
-            "answer": """
-            SELECT o."name" AS "部门名称", COUNT(*) AS "人数" 
-            FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-            JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id" 
-            WHERE p."highest_degree" = '3' AND p."dr" = 0 AND o."dr" = 0 AND o."enable" = 1 AND o."code" LIKE '%CYJ%' 
-            GROUP BY o."id", o."name" 
-            ORDER BY COUNT(*) DESC LIMIT 1000
-          """,
-            "tags": ["员工", "学历", "部门", "人数统计"],
-            "category": "学历分布统计"
-        },
-        {
-            "question": "张三的年龄是多少",
-            "answer": """
-          SELECT p."name" AS "name", EXTRACT(YEAR FROM CURRENT_DATE) - EXTRACT(YEAR FROM CAST(p."birthday" AS DATE)) AS "age" 
-          FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-          WHERE p."name" = '张三' AND p."dr" = 0 AND p."birthday" IS NOT NULL AND p."birthday" <> '' LIMIT 1;
-          """,
-            "tags": ["员工","个人", "年龄", "单人员工"],
-            "category": "年龄分析"
-        },
-        {
-            "question": "查询XX部门的员工平均年龄",
-            "answer": """
-              SELECT ROUND(AVG(2025 - CAST(SUBSTR(p."birthday", 1, 4) AS INT)), 2) AS "平均年龄"
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                       JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
-              WHERE p."dr" = 0
-                AND o."id" IN (SELECT "id"
-                               FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-              WITH "name"||"shortname" LIKE '%XX部%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-              CONNECT BY PRIOR "id" = "parentid")
-                     AND p."birthday" IS NOT NULL
-                     AND p."birthday" != ''
-                  LIMIT 1000;
-            """,
-            "tags": ["员工", "部门", "年龄", "统计分析"],
-            "category": "年龄分析"
-        },
-        {
-            "question": "XX部门年龄最小的员工是谁,多少岁?",
-            "answer": '''
-                SELECT p."name"                                                                        AS "姓名",
-                       CAST(p."birthday" AS DATE)                                                      AS "出生日期",
-                       EXTRACT(YEAR FROM CURRENT_DATE) - EXTRACT(YEAR FROM CAST(p."birthday" AS DATE)) AS "年龄"
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                WHERE p."internal_dept" IN (SELECT "id"
-                                            FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-                WITH "name" || "shortname" LIKE '%XX%'
-                    AND "dr" = 0
-                    AND "enable" = 1
-                    AND "code" LIKE '%CYJ%'
-                CONNECT BY PRIOR "id" = "parentid"
-                    )
-                       AND p."dr" = 0
-                       AND p."birthday" IS NOT NULL
-                       AND p."birthday" != ''
-                ORDER BY "年龄" ASC
-                    LIMIT 1
-                ''',
-            "tags": ["员工","个人", "部门", "年龄", "最值统计分析"],
-            "category": "年龄分析"
-        },
-        {
-            "question": "XX中心员工年龄段分布图",
-            "answer": '''
-                  SELECT CASE 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 2000 THEN '00后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1990 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 2000 THEN '90后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1980 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 1990 THEN '80后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1970 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 1980 THEN '70后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1960 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 1970 THEN '60后' 
-                  ELSE '其他年龄段' END AS "age_group", COUNT(*) AS "person_count" 
-                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-                  WHERE p."dr" = 0 AND p."birthday" IS NOT NULL AND p."birthday" != '' 
-                  AND p."internal_dept" IN (
-                  SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                  START WITH "name" || "shortname" LIKE '%数信中心%' 
-                  AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
-                  CONNECT BY PRIOR "id" = "parentid"
-                  ) 
-                  GROUP BY CASE WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 2000 THEN '00后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1990 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 2000 THEN '90后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1980 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 1990 THEN '80后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1970 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 1980 THEN '70后' 
-                  WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1960 AND CAST(SUBSTR("birthday", 1, 4) AS INT) < 1970 THEN '60后' 
-                  ELSE '其他年龄段' END ORDER BY "age_group" ASC LIMIT 1000
+                  SELECT "id"             AS "id",
+                         "code"           AS "工号",
+                         "name"           AS "姓名",
+                         "internal_unit"  AS "内部单位",
+                         "external_unit"  AS "外部单位",
+                         "office_address" AS "办公地点"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
+                  WHERE ("office_address" LIKE '%研发基地%' OR "office_city" LIKE '%研发基地%')
+                    AND "dr" = '0' LIMIT 1000
                   ''',
-            "tags": ["员工", "部门", "年龄", "分布统计"],
-            "category": "年龄分析"
-        },
-        {
-            "question": "查询XX部下面的员工以及他们的年龄",
-            "answer": '''
-              SELECT p."id"                                                                   AS "员工ID",
-                     p."name"                                                                 AS "姓名",
-                     o."name"                                                                 AS "所属部门",
-                     CAST(SUBSTR(p."birthday", 1, 4) AS INT)                                  AS "出生年份",
-                     2025 - CAST(SUBSTR(p."birthday", 1, 4) AS INT)                           AS "年龄",
-                     CASE WHEN p."gender" = '1' THEN '男' WHEN p."gender" = '2' THEN '女' END AS "性别"
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                       JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
-              WHERE p."dr" = 0
-                AND o."id" IN (SELECT "id"
-                               FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-              WITH "name"||"shortname" LIKE '%XX部%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-              CONNECT BY PRIOR "id" = "parentid")
-                     AND p."birthday" IS NOT NULL
-                     AND p."birthday" != ''
-              ORDER BY o."name" ASC, p."birthday" DESC
-                  LIMIT 1000;
-          ''',
-            "tags": ["员工", "部门", "年龄"],
-            "category": "年龄分析"
-        },
-        {
-            "question": "XX中心的张三九月份在岗天数",
-            "answer": """
-              WITH dept_ids AS (
-                  SELECT id 
-                  FROM "IUAP_APDOC_BASEDOC"."org_orgs"  
-                  START WITH (name LIKE '%XX中心%' OR shortname LIKE '%XX中心%') 
-                  CONNECT BY PRIOR id = parentid
-              )
-              SELECT p."code" AS "工号", 
-                     p."name" AS "姓名", 
-                     COUNT(CASE WHEN ps."status" = '1001' THEN 1 END) AS "在岗天数"
-              FROM "YJOA_APPSERVICE_DB"."t_yj_person_status" ps 
-              JOIN "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-                ON ps."person_id" = p."code" 
-              WHERE p."name" = '张三' 
-                AND ps."date_value" LIKE '2025-09%' 
-                AND ps."dr" = 0 
-                AND p."dr" = 0 
-                AND p."internal_dept" IN (SELECT id FROM dept_ids)
-              GROUP BY p."code", p."name"
-              LIMIT 1000;
-            """,
-            "tags": ["员工","个人", "部门", "考勤", "在岗天数"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "XX中心今天各个处室在岗人员数量",
-            "answer": '''
-                SELECT o.name AS "处室名称", COUNT(p.id) AS "人数"
-                FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
-                JOIN IUAP_APDOC_BASEDOC.org_orgs o ON p.internal_dept = o.id
-                WHERE p.internal_dept IN (SELECT "id"
-                  FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+        "tags": ["员工", "工作地", "条件筛选查询"],
+        "category": "员工基本信息查询"
+    },
+    {
+        "question": "总共有多少员工",
+        "answer": """
+                  SELECT COUNT(1) AS "total_count"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
+                  WHERE "dr" = 0 LIMIT 1000
+                  """,
+        "tags": ["员工", "人数", "总体统计"],
+        "category": "员工统计与分析"
+    },
+    {
+        "question": "XX中心下有多少员工",
+        "answer": """
+                  SELECT COUNT(*)
+                  FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database
+                  WHERE internal_dept in (SELECT "id"
+                                          FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid")
+                  """,
+        "tags": ["员工", "部门", "人数"],
+        "category": "员工统计与分析"
+    },
+    {
+        "question": "XX中心下各个处室分别有多少人",
+        "answer": """
+                  SELECT o.name AS "处室名称", COUNT(p.id) AS "人数"
+                  FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
+                           JOIN IUAP_APDOC_BASEDOC.org_orgs o ON p.internal_dept = o.id
+                  WHERE p.internal_dept IN (SELECT "id"
+                                            FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
                   WITH "name"||"shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p.dr = 0
+                  GROUP BY o.name
+                  ORDER BY "人数" DESC
+                      LIMIT 1000
+                  """,
+        "tags": ["员工", "部门", "人数"],
+        "category": "员工统计与分析"
+    },
+    {
+        "question": "XX中心下的XX管理处有多少人",
+        "answer": '''
+                  SELECT o.name AS "处室名称", COUNT(p.id) AS "人数"
+                  FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
+                           JOIN IUAP_APDOC_BASEDOC.org_orgs o ON p.internal_dept = o.id
+                  WHERE p.internal_dept IN (SELECT "id"
+                                            FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p.dr = 0
+                         AND o.name LIKE '%XX管理处%'
+                  GROUP BY o.name
+                  ORDER BY "人数" DESC
+                      LIMIT 1000
+                  ''',
+        "tags": ["员工", "部门", "人数"],
+        "category": "员工统计与分析"
+    },
+    {
+        "question": "XX中心正式人员有多少,各个处室有多少?",
+        "answer": '''
+                  SELECT o.name AS "处室名称", COUNT(p.id) AS "正式员工数量"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p.internal_dept = o.id
+                  WHERE p.person_type = 'YG'
+                    AND p.dr = 0
+                    AND o.enable = 1
+                    AND o.dr = 0
+                    AND (
+                      o.id IN (SELECT "id"
+                               FROM "IUAP_APDOC_BASEDOC"."org_orgs" START WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%')
+                          AND "enable" = 1
+                          AND "dr" = 0
+                          CONNECT BY PRIOR "id" = "parentid"
+                      )
+                      )
+                  GROUP BY o.name
+                  ORDER BY "正式员工数量" DESC
+                      LIMIT 1000;
+                  ''',
+        "tags": ["员工", "部门", "人员类型", "正式员工", "处室分布"],
+        "category": "员工统计与分析"
+    },
+    {
+        "question": "XX部门有哪些员工",
+        "answer": """
+                  SELECT p.id AS "id", p.code AS "employee_code", p.name AS "name", o.name AS "department_name"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p.internal_dept = o.id
+                  WHERE p.dr = 0
+                    AND o.enable = 1
+                    AND o.dr = 0
+                    AND o.id IN (SELECT id
+                                 FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%XX%' OR "shortname" LIKE '%XX%')
+                      AND "enable" = 1 AND "dr" = 0
+                  CONNECT BY PRIOR "id" = "parentid")
+                      LIMIT 1000
+                  """,
+        "tags": ["员工", "部门", "列表查询"],
+        "category": "部门人员查询"
+    },
+    {
+        "question": "XX综合部男员工有哪些人",
+        "answer": """
+                  SELECT p."id"                                  AS "ID",
+                         p."code"                                AS "工号",
+                         p."name"                                AS "姓名",
+                         CASE
+                             WHEN p."gender" = '1' THEN '男'
+                             WHEN p."gender" = '2' THEN '女' END AS "性别",
+                         o."name"                                AS "部门名称"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
+                  WHERE p."dr" = 0
+                    AND p."gender" = '1'
+                    AND o."id" IN (SELECT "id"
+                                   FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%综合处%' OR "shortname" LIKE '%综合处%')
+                      AND "enable" = 1 AND "dr" = 0
+                  CONNECT BY PRIOR "id" = "parentid")
+                      LIMIT 1000
+                  """,
+        "tags": ["员工", "性别", "部门", "列表查询"],
+        "category": "性别分布统计"
+    },
+    {
+        "question": "XX综合部女员工有那些人",
+        "answer": """
+                  SELECT p."id"                                  AS "id",
+                         p."code"                                AS "工号",
+                         p."name"                                AS "姓名",
+                         CASE
+                             WHEN p."gender" = '1' THEN '男'
+                             WHEN p."gender" = '2' THEN '女' END AS "性别",
+                         o."name"                                AS "部门名称"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
+                  WHERE p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%XX综合部%' OR "shortname" LIKE '%XX综合部%')
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid")
+                         AND p."dr" = 0
+                         AND p."gender" = '2'
+                  ORDER BY p."create_time"
+                      DESC LIMIT 1000
+                  """,
+        "tags": ["员工", "性别", "部门"],
+        "category": "性别分布统计"
+    },
+    {
+        "question": "XX部有多少员工,男女员工分别有多少",
+        "answer": """
+                  SELECT COUNT(*)                                      AS "总人数",
+                         SUM(CASE WHEN gender = '1' THEN 1 ELSE 0 END) AS "男员工数",
+                         SUM(CASE WHEN gender = '2' THEN 1 ELSE 0 END) AS "女员工数"
+                  FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
+                  WHERE p.internal_dept IN (SELECT "id"
+                                            FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX部%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p.dr = 0
+                      LIMIT 1000;
+                  """,
+        "tags": ["员工", "性别", "部门", "人数统计"],
+        "category": "性别分布统计"
+    },
+    {
+        "question": "XX中心男女各多少人",
+        "answer": """
+                  SELECT SUM(CASE WHEN p."gender" = '1' THEN 1 ELSE 0 END) AS "男员工数",
+                         SUM(CASE WHEN p."gender" = '2' THEN 1 ELSE 0 END) AS "女员工数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                  WHERE p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name" LIKE '%XX中心%' AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p."dr" = 0
+                      LIMIT 1000;
+                  """,
+        "tags": ["员工", "性别", "部门", "人数统计"],
+        "category": "性别分布统计"
+    },
+    {
+        "question": "XX综合部女员工有多少",
+        "answer": """
+                  SELECT (SELECT COUNT(*)
+                          FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                          WHERE p."internal_dept" IN (SELECT "id"
+                                                      FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX综合部%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p."gender" = '2'
+                         AND p."dr" = 0
+                      ) AS "女员工数"
+                  """,
+        "tags": ["员工", "性别", "部门", "人数统计"],
+        "category": "性别分布统计"
+    },
+    {
+        "question": "今年新入职XX部门的员工中,男女各有多少",
+        "answer": """
+                  SELECT SUM(CASE WHEN p."gender" = '1' THEN 1 ELSE 0 END) AS "男员工数",
+                         SUM(CASE WHEN p."gender" = '2' THEN 1 ELSE 0 END) AS "女员工数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                  WHERE p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name" LIKE '%XX%' AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid")
+                         AND p."dr" = 0
+                         AND YEAR (p."input_time") = 2025
+                      LIMIT 1000;
+                  """,
+        "tags": ["员工", "性别", "部门", "人数统计"],
+        "category": "性别分布统计"
+    },
+    {
+        "question": "XX部门博士和硕士分别有多少员工",
+        "answer": """
+                  SELECT COUNT(CASE WHEN p."highest_degree" = '3' THEN 1 END) AS "doctor_count",
+                         COUNT(CASE WHEN p."highest_degree" = '2' THEN 1 END) AS "master_count"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
+                  WHERE p."dr" = 0
+                    AND p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" || "shortname") LIKE '%XX%'
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid")
+                      LIMIT 1000
+                  """,
+        "tags": ["员工", "学历", "部门", "人数统计"],
+        "category": "学历分布统计"
+    },
+    {
+        "question": "XX部门博士多少人",
+        "answer": '''
+                  SELECT COUNT(*) AS "博士人数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
+                  WHERE p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p."dr" = 0
+                         AND p."highest_degree" = '3'
+                      LIMIT 1000
+                  ''',
+        "tags": ["员工", "学历", "部门", "人数统计"],
+        "category": "学历分布统计"
+    },
+    {
+        "question": "博士分布在哪些部门,各有多少人",
+        "answer": """
+                  SELECT o."name" AS "部门名称", COUNT(*) AS "人数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
+                  WHERE p."highest_degree" = '3'
+                    AND p."dr" = 0
+                    AND o."dr" = 0
+                    AND o."enable" = 1
+                    AND o."code" LIKE '%CYJ%'
+                  GROUP BY o."id", o."name"
+                  ORDER BY COUNT(*) DESC LIMIT 1000
+                  """,
+        "tags": ["员工", "学历", "部门", "人数统计"],
+        "category": "学历分布统计"
+    },
+    {
+        "question": "张三的年龄是多少",
+        "answer": """
+                  SELECT p."name"                                                                        AS "name",
+                         EXTRACT(YEAR FROM CURRENT_DATE) - EXTRACT(YEAR FROM CAST(p."birthday" AS DATE)) AS "age"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                  WHERE p."name" = '张三'
+                    AND p."dr" = 0
+                    AND p."birthday" IS NOT NULL
+                    AND p."birthday" <> '' LIMIT 1;
+                  """,
+        "tags": ["员工", "个人", "年龄", "单人员工"],
+        "category": "年龄分析"
+    },
+    {
+        "question": "查询XX部门的员工平均年龄",
+        "answer": """
+                  SELECT ROUND(AVG(2025 - CAST(SUBSTR(p."birthday", 1, 4) AS INT)), 2) AS "平均年龄"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
+                  WHERE p."dr" = 0
+                    AND o."id" IN (SELECT "id"
+                                   FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX部%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid")
+                         AND p."birthday" IS NOT NULL
+                         AND p."birthday" != ''
+                      LIMIT 1000;
+                  """,
+        "tags": ["员工", "部门", "年龄", "统计分析"],
+        "category": "年龄分析"
+    },
+    {
+        "question": "XX部门年龄最小的员工是谁,多少岁?",
+        "answer": '''
+                  SELECT p."name"                                                                        AS "姓名",
+                         CAST(p."birthday" AS DATE)                                                      AS "出生日期",
+                         EXTRACT(YEAR FROM CURRENT_DATE) - EXTRACT(YEAR FROM CAST(p."birthday" AS DATE)) AS "年龄"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                  WHERE p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name" || "shortname" LIKE '%XX%'
+                      AND "dr" = 0
+                      AND "enable" = 1
+                      AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p."dr" = 0
+                         AND p."birthday" IS NOT NULL
+                         AND p."birthday" != ''
+                  ORDER BY "年龄" ASC
+                      LIMIT 1
+                  ''',
+        "tags": ["员工", "个人", "部门", "年龄", "最值统计分析"],
+        "category": "年龄分析"
+    },
+    {
+        "question": "XX中心员工年龄段分布图",
+        "answer": '''
+                  SELECT CASE
+                             WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 2000 THEN '00后'
+                             WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1990 AND
+                                  CAST(SUBSTR("birthday", 1, 4) AS INT) < 2000 THEN '90后'
+                             WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1980 AND
+                                  CAST(SUBSTR("birthday", 1, 4) AS INT) < 1990 THEN '80后'
+                             WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1970 AND
+                                  CAST(SUBSTR("birthday", 1, 4) AS INT) < 1980 THEN '70后'
+                             WHEN CAST(SUBSTR("birthday", 1, 4) AS INT) >= 1960 AND
+                                  CAST(SUBSTR("birthday", 1, 4) AS INT) < 1970 THEN '60后'
+                             ELSE '其他年龄段' END AS "age_group",
+                         COUNT(*)                  AS "person_count"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                  WHERE p."dr" = 0
+                    AND p."birthday" IS NOT NULL
+                    AND p."birthday" != '' 
+                  AND p."internal_dept" IN (
+                  SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
+                  START WITH "name" || "shortname" LIKE '%xx中心%' 
+                  AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
                   CONNECT BY PRIOR "id" = "parentid"
                   )
-                  AND p.id IN (
+                  GROUP BY CASE WHEN CAST (SUBSTR("birthday", 1, 4) AS INT) >= 2000 THEN '00后'
+                      WHEN CAST (SUBSTR("birthday", 1, 4) AS INT) >= 1990 AND CAST (SUBSTR("birthday", 1, 4) AS INT) < 2000 THEN '90后'
+                      WHEN CAST (SUBSTR("birthday", 1, 4) AS INT) >= 1980 AND CAST (SUBSTR("birthday", 1, 4) AS INT) < 1990 THEN '80后'
+                      WHEN CAST (SUBSTR("birthday", 1, 4) AS INT) >= 1970 AND CAST (SUBSTR("birthday", 1, 4) AS INT) < 1980 THEN '70后'
+                      WHEN CAST (SUBSTR("birthday", 1, 4) AS INT) >= 1960 AND CAST (SUBSTR("birthday", 1, 4) AS INT) < 1970 THEN '60后'
+                      ELSE '其他年龄段'
+                  END ORDER BY "age_group" ASC LIMIT 1000
+                  ''',
+        "tags": ["员工", "部门", "年龄", "分布统计"],
+        "category": "年龄分析"
+    },
+    {
+        "question": "查询XX部下面的员工以及他们的年龄",
+        "answer": '''
+                  SELECT p."id"                                                                   AS "员工ID",
+                         p."name"                                                                 AS "姓名",
+                         o."name"                                                                 AS "所属部门",
+                         CAST(SUBSTR(p."birthday", 1, 4) AS INT)                                  AS "出生年份",
+                         2025 - CAST(SUBSTR(p."birthday", 1, 4) AS INT)                           AS "年龄",
+                         CASE WHEN p."gender" = '1' THEN '男' WHEN p."gender" = '2' THEN '女' END AS "性别"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p."internal_dept" = o."id"
+                  WHERE p."dr" = 0
+                    AND o."id" IN (SELECT "id"
+                                   FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX部%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid")
+                         AND p."birthday" IS NOT NULL
+                         AND p."birthday" != ''
+                  ORDER BY o."name" ASC, p."birthday" DESC
+                      LIMIT 1000;
+                  ''',
+        "tags": ["员工", "部门", "年龄"],
+        "category": "年龄分析"
+    },
+    {
+        "question": "XX中心的张三九月份在岗天数",
+        "answer": """
+                  WITH dept_ids AS (SELECT id
+                                    FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH (name LIKE '%XX中心%' OR shortname LIKE '%XX中心%')
+                  CONNECT BY PRIOR id = parentid
+                      )
+                  SELECT p."code"                                         AS "工号",
+                         p."name"                                         AS "姓名",
+                         COUNT(CASE WHEN ps."status" = '1001' THEN 1 END) AS "在岗天数"
+                  FROM "YJOA_APPSERVICE_DB"."t_yj_person_status" ps
+                           JOIN "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                                ON ps."person_id" = p."code"
+                  WHERE p."name" = '张三'
+                    AND ps."date_value" LIKE '2025-09%'
+                    AND ps."dr" = 0
+                    AND p."dr" = 0
+                    AND p."internal_dept" IN (SELECT id FROM dept_ids)
+                  GROUP BY p."code", p."name" LIMIT 1000;
+                  """,
+        "tags": ["员工", "个人", "部门", "考勤", "在岗天数"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "XX中心今天各个处室在岗人员数量",
+        "answer": '''
+                  SELECT o.name AS "处室名称", COUNT(p.id) AS "人数"
+                  FROM YJOA_APPSERVICE_DB.t_pr3rl2oj_yj_person_database p
+                           JOIN IUAP_APDOC_BASEDOC.org_orgs o ON p.internal_dept = o.id
+                  WHERE p.internal_dept IN (SELECT "id"
+                                            FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name"||"shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p.id IN (
                   SELECT person_id
                   FROM "YJOA_APPSERVICE_DB"."t_yj_person_status"
                   WHERE status = '1001'
-                  AND date_value = TO_CHAR(SYSDATE, 'yyyy-MM-dd')
-                  AND dr = 0)
-                  AND p.dr = 0
+                    AND date_value = TO_CHAR(SYSDATE
+                      , 'yyyy-MM-dd')
+                    AND dr = 0)
+                    AND p.dr = 0
                   GROUP BY o.name
                   ORDER BY "人数" DESC
-                  LIMIT 1000
-              ''',
-            "tags": ["员工", "部门", "考勤", "在岗人数"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "XX部门昨天在岗人员数量",
-            "answer": '''
-                SELECT COUNT(p.id) AS "人数" 
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-                JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p.internal_dept = o.id 
-                JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" s ON p.id = s.person_id 
-                WHERE o.id IN (SELECT id FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                START WITH "name" || "shortname" LIKE '%XX%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%' 
-                CONNECT BY PRIOR "id" = "parentid") 
-                AND s.status = '1001' AND s.date_value = TO_CHAR(SYSDATE - 1, 'yyyy-MM-dd') 
-                AND s.dr = 0 AND p.dr = 0 LIMIT 1000
-                ''',
-            "tags": ["员工", "部门", "考勤", "在岗人数"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "XX中心的李四十月份休息了多少天",
-            "answer": """
-              SELECT COUNT(*) AS rest_days 
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-              INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps 
-              ON p."code" = ps."person_id" 
-              WHERE p."name" = '谭杰明' 
-              AND p."internal_dept" IN (
-                  SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                  START WITH ("name" LIKE '%数信中心%' OR "shortname" LIKE '%数信中心%') 
-                  AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
+                      LIMIT 1000
+                  ''',
+        "tags": ["员工", "部门", "考勤", "在岗人数"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "XX部门昨天在岗人员数量",
+        "answer": '''
+                  SELECT COUNT(p.id) AS "人数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o ON p.internal_dept = o.id
+                           JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" s ON p.id = s.person_id
+                  WHERE o.id IN (SELECT id
+                                 FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name" || "shortname" LIKE '%XX%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid")
+                         AND s.status = '1001'
+                         AND s.date_value = TO_CHAR(SYSDATE - 1
+                           , 'yyyy-MM-dd')
+                         AND s.dr = 0
+                         AND p.dr = 0 LIMIT 1000
+                  ''',
+        "tags": ["员工", "部门", "考勤", "在岗人数"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "XX中心的李四十月份休息了多少天",
+        "answer": """
+                  SELECT COUNT(*) AS rest_days
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps
+                                      ON p."code" = ps."person_id"
+                  WHERE p."name" = '谭杰明'
+                    AND p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%xx中心%' OR "shortname" LIKE '%xx中心%')
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
                   CONNECT BY PRIOR "id" = "parentid"
-              ) 
-              AND ps."status" = '1003' 
-              AND ps."date_value" LIKE '2025-10%' 
-              AND p."dr" = 0 AND ps."dr" = 0 LIMIT 1000
-            """,
-            "tags": ["员工", "个人","部门", "考勤", "休息天数"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "10月XX中心有哪些有员工请假",
-            "answer": '''
-                SELECT p."id" AS "id",
-                p."code" AS "工号",
-                p."name" AS "姓名",
-                p."internal_unit" AS "内部单位",
-                p."external_unit" AS "外部单位",
-                CASE WHEN ps."status" = '1003' THEN '休假,请假' ELSE ps."status" END AS "状态"
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps ON p."code" = ps."person_id"
-                WHERE ps."status" = '1003'
-                AND ps."date_value" LIKE '2025-10%'
-                and p.internal_dept in (SELECT "id"
-                FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-                WITH "name" || "shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-                CONNECT BY PRIOR "id" = "parentid"
-                )
-                AND p."dr" = 0
-                AND ps."dr" = 0 LIMIT 1000
-                ''',
-            "tags": ["员工", "部门", "考勤", "请假"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "数信部门9月有多少个人迟到",
-            "answer": '''
-                SELECT p."id" AS "id",
-                p."code" AS "工号",
-                p."name" AS "姓名",
-                p."internal_unit" AS "内部单位",
-                p."external_unit" AS "外部单位",
-                CASE WHEN ps."status" = '1003' THEN '休假,请假' ELSE ps."status" END AS "状态"
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps ON p."code" = ps."person_id"
-                WHERE ps."status" = '1003'
-                AND ps."date_value" LIKE '2025-10%'
-                and p.internal_dept in (SELECT "id"
-                FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
-                WITH "name" || "shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
-                CONNECT BY PRIOR "id" = "parentid"
-                )
-                AND p."dr" = 0
-                AND ps."dr" = 0 LIMIT 1000
-                ''',
-            "tags": ["员工", "部门", "考勤", "迟到"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "9月有哪些员工在休假",
-            "answer": '''
-              SELECT DISTINCT p."id"            AS "id",
-                              p."code"          AS "工号",
-                              p."name"          AS "姓名",
-                              p."internal_unit" AS "内部单位",
-                              p."external_unit" AS "外部单位"
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                       INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps ON p."code" = ps."person_id"
-              WHERE ps."status" = '1003'
-                AND ps."date_value" LIKE '2025-09%' LIMIT 1000
-              ''',
-            "tags": ["员工", "考勤", "休假"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "张三 8月的考勤查询",
-            "answer": '''
-              SELECT DISTINCT p."code"                                              AS "工号",
-                              p."name"                                              AS "姓名",
-                              p."internal_unit"                                     AS "内部单位",
-                              p."external_unit"                                     AS "外部单位",
-                              CASE
-                                  WHEN ps."status" = '1001' THEN '在岗'
-                                  WHEN ps."status" = '1002' THEN '出差'
-                                  WHEN ps."status" = '1003' THEN '休假,请假'
-                                  WHEN ps."status" = '1005' THEN '旷工'
-                                  WHEN ps."status" = '1006' THEN '迟到,早退'
-                                  WHEN ps."status" = '1007' THEN '休息日'
-                                  WHEN ps."status" = '4001' THEN 'am在岗pm缺勤'
-                                  WHEN ps."status" = '4002' THEN 'am缺勤pm在岗'
-                                  WHEN ps."status" = '6001' THEN 'am在岗pm早退'
-                                  WHEN ps."status" = '6002' THEN 'am迟到pm在岗'
-                                  WHEN ps."status" = '6004' THEN 'am迟到pm缺勤'
-                                  WHEN ps."status" = '4006' THEN 'am缺勤pm早退' END AS "人员状态",
-                              ps."date_value"                                       AS "日期"
-              FROM "YJOA_APPSERVICE_DB"."t_yj_person_status" ps
-                       JOIN "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p ON ps."person_id" = p."code"
-              WHERE p."name" = '张三'
-                AND ps."date_value" LIKE '2025-08%'
-                AND ps."dr" = 0
-              ORDER BY ps."date_value" DESC LIMIT 1000
-              ''',
-            "tags": ["员工", "考勤", "个人"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "张三今天早上9点半之前,有打卡记录吗",
-            "answer": '''
-              SELECT a."person_name"        AS "姓名",
-                     a."attendance_time"    AS "考勤时间",
-                     a."attendance_address" AS "考勤地址",
-                     CASE
-                         WHEN a."status" = 1 THEN '在岗'
-                         WHEN a."status" = 2 THEN '出差'
-                         WHEN a."status" = 3 THEN '休假'
-                         END                AS "状态",
-                     CASE
-                         WHEN a."enter_or_exit" = 1 THEN '进'
-                         WHEN a."enter_or_exit" = 2 THEN '出'
-                         END                AS "进出类型"
-              FROM "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a
-              WHERE a."person_name" = '张三'
-                AND a."attendance_time" >= '2025-10-16 00:00:00'
-                AND a."attendance_time" < '2025-10-16 09:30:00'
-                AND a."dr" = 0
-              ORDER BY a."attendance_time" DESC LIMIT 1000
-              ''',
-            "tags": ["员工", "考勤", "打卡记录", "个人", "时间段", "明细查询"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "XX中心员工最近三天谁天天迟到",
-            "answer": '''
-                SELECT p."id" AS "id", p."code" AS "code", p."name" AS "name", o."name" AS "department_name" 
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-                INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps 
-                ON p."code" = ps."person_id" 
-                INNER JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o 
-                ON p."internal_dept" = o."id" 
-                WHERE ps."date_value" IN ('2025-10-20', '2025-10-21', '2025-10-22') 
-                AND ps."status" = '1006' AND p."dr" = 0 AND ps."dr" = 0 AND o."dr" = 0 
-                AND o."enable" = 1 AND o."code" LIKE '%CYJ%' AND o."id" IN (
-                    SELECT id FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                    START WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%') 
-                    AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
-                    CONNECT BY PRIOR "id" = "parentid"
-                    ) 
-                GROUP BY p."id", p."code", p."name", o."name" HAVING COUNT(*) = 3 LIMIT 1000
-                ''',
-            "tags": ["员工", "考勤", "部门", "天数", "迟到"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "XX中心员工本周迟到两次及以上的人",
-            "answer": '''
-                 SELECT p."id" AS "id", p."code" AS "工号", p."name" AS "姓名", o."name" AS "部门", COUNT(ps."id") AS "迟到次数" 
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-                INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps 
-                ON p."code" = ps."person_id" 
-                INNER JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o 
-                ON p."internal_dept" = o."id" 
-                WHERE p."internal_dept" IN (
-                    SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-                    START WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%') 
-                    AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
-                    CONNECT BY PRIOR "id" = "parentid"
-                    ) 
-                AND ps."status" = '1006' AND ps."date_value" 
-                BETWEEN '2025-10-16' AND '2025-10-22' AND p."dr" = 0 
-                AND ps."dr" = 0 
-                GROUP BY p."id", p."code", p."name", o."name" 
-                HAVING COUNT(ps."id") >= 2 
-                ORDER BY COUNT(ps."id") DESC LIMIT 1000
-            ''',
-            "tags": ["员工", "考勤", "部门", "天数", "迟到","次数统计"],
-            "category": "考勤管理"
-        },
-        {
-            "question": "来自联通的有多少员工",
-            "answer": """
-              SELECT "id" AS "id",
-                     "code" AS "工号",
-                     "name" AS "姓名",
-                     "external_unit" AS "外部单位"
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
-              WHERE "external_unit" LIKE '%联通%' LIMIT 1000
-              """,
-            "tags": ["员工", "外部单位", "统计查询"],
-            "category": "外部单位统计"
-        },
-        {
-            "question": "各个外部单位下的员工人数统计",
-            "answer": """
-              SELECT "external_unit" AS "外部单位", COUNT(*) AS "员工人数"
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
-              WHERE "external_unit" IS NOT NULL
-              AND "external_unit" != ''
-              GROUP BY "external_unit"
-              ORDER BY "员工人数" DESC LIMIT 1000
-            """,
-            "tags": ["员工", "外部单位", "人数统计"],
-            "category": "外部单位统计"
-        },
-        {
-            "question": "XX中心员工在林芝工作的天数",
-            "answer": '''
-              SELECT p."code" AS "工号", p."name" AS "姓名", 
-              COUNT(DISTINCT TO_CHAR(a."attendance_time", 'yyyy-MM-dd')) AS "在林芝工作天数" 
-              FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p 
-              LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a ON p."code" = a."person_id" 
-              LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" ac ON a."access_control_point" = ac."ac_point" 
-              WHERE p."dr" = 0 AND a."dr" = 0 AND ac."region" = 5 AND a."attendance_time" >= '2025-09-01' 
-               AND a."attendance_time" < '2025-10-01' 
-               AND p."internal_dept" IN (
-               SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs" 
-               START WITH ("name" LIKE '%数信中心%' OR "shortname" LIKE '%数信中心%') 
-               AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%' 
-               CONNECT BY PRIOR "id" = "parentid"
-               ) 
-               GROUP BY p."code", p."name" ORDER BY "在林芝工作天数" DESC LIMIT 1000;
-                ''',
-            "tags": ["员工", "部门", "考勤", "工作地", "区域", "工作天数统计"],
-            "category": "工作地考勤统计分析"
+                      )
+                         AND ps."status" = '1003'
+                         AND ps."date_value" LIKE '2025-10%'
+                         AND p."dr" = 0
+                         AND ps."dr" = 0 LIMIT 1000
+                  """,
+        "tags": ["员工", "个人", "部门", "考勤", "休息天数"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "10月XX中心有哪些有员工请假",
+        "answer": '''
+                  SELECT p."id"                                                               AS "id",
+                         p."code"                                                             AS "工号",
+                         p."name"                                                             AS "姓名",
+                         p."internal_unit"                                                    AS "内部单位",
+                         p."external_unit"                                                    AS "外部单位",
+                         CASE WHEN ps."status" = '1003' THEN '休假,请假' ELSE ps."status" END AS "状态"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps ON p."code" = ps."person_id"
+                  WHERE ps."status" = '1003'
+                    AND ps."date_value" LIKE '2025-10%'
+                    and p.internal_dept in (SELECT "id"
+                                            FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name" || "shortname" LIKE '%XX中心%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p."dr" = 0
+                         AND ps."dr" = 0 LIMIT 1000
+                  ''',
+        "tags": ["员工", "部门", "考勤", "请假"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "xx部门9月有多少个人迟到",
+        "answer": '''
+                  SELECT p."id"                                                               AS "id",
+                         p."code"                                                             AS "工号",
+                         p."name"                                                             AS "姓名",
+                         p."internal_unit"                                                    AS "内部单位",
+                         p."external_unit"                                                    AS "外部单位",
+                         CASE WHEN ps."status" = '1003' THEN '休假,请假' ELSE ps."status" END AS "状态"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps ON p."code" = ps."person_id"
+                  WHERE ps."status" = '1003'
+                    AND ps."date_value" LIKE '2025-10%'
+                    and p.internal_dept in (SELECT "id"
+                                            FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH "name" || "shortname" LIKE '%xx部门%' AND "dr"=0 AND "enable"=1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND p."dr" = 0
+                         AND ps."dr" = 0 LIMIT 1000
+                  ''',
+        "tags": ["员工", "部门", "考勤", "迟到"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "9月有哪些员工在休假",
+        "answer": '''
+                  SELECT DISTINCT p."id"            AS "id",
+                                  p."code"          AS "工号",
+                                  p."name"          AS "姓名",
+                                  p."internal_unit" AS "内部单位",
+                                  p."external_unit" AS "外部单位"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps ON p."code" = ps."person_id"
+                  WHERE ps."status" = '1003'
+                    AND ps."date_value" LIKE '2025-09%' LIMIT 1000
+                  ''',
+        "tags": ["员工", "考勤", "休假"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "张三 8月的考勤查询",
+        "answer": '''
+                  SELECT DISTINCT p."code"                                              AS "工号",
+                                  p."name"                                              AS "姓名",
+                                  p."internal_unit"                                     AS "内部单位",
+                                  p."external_unit"                                     AS "外部单位",
+                                  CASE
+                                      WHEN ps."status" = '1001' THEN '在岗'
+                                      WHEN ps."status" = '1002' THEN '出差'
+                                      WHEN ps."status" = '1003' THEN '休假,请假'
+                                      WHEN ps."status" = '1005' THEN '旷工'
+                                      WHEN ps."status" = '1006' THEN '迟到,早退'
+                                      WHEN ps."status" = '1007' THEN '休息日'
+                                      WHEN ps."status" = '4001' THEN 'am在岗pm缺勤'
+                                      WHEN ps."status" = '4002' THEN 'am缺勤pm在岗'
+                                      WHEN ps."status" = '6001' THEN 'am在岗pm早退'
+                                      WHEN ps."status" = '6002' THEN 'am迟到pm在岗'
+                                      WHEN ps."status" = '6004' THEN 'am迟到pm缺勤'
+                                      WHEN ps."status" = '4006' THEN 'am缺勤pm早退' END AS "人员状态",
+                                  ps."date_value"                                       AS "日期"
+                  FROM "YJOA_APPSERVICE_DB"."t_yj_person_status" ps
+                           JOIN "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p ON ps."person_id" = p."code"
+                  WHERE p."name" = '张三'
+                    AND ps."date_value" LIKE '2025-08%'
+                    AND ps."dr" = 0
+                  ORDER BY ps."date_value" DESC LIMIT 1000
+                  ''',
+        "tags": ["员工", "考勤", "个人"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "张三今天早上9点半之前,有打卡记录吗",
+        "answer": '''
+                  SELECT a."person_name"        AS "姓名",
+                         a."attendance_time"    AS "考勤时间",
+                         a."attendance_address" AS "考勤地址",
+                         CASE
+                             WHEN a."status" = 1 THEN '在岗'
+                             WHEN a."status" = 2 THEN '出差'
+                             WHEN a."status" = 3 THEN '休假'
+                             END                AS "状态",
+                         CASE
+                             WHEN a."enter_or_exit" = 1 THEN '进'
+                             WHEN a."enter_or_exit" = 2 THEN '出'
+                             END                AS "进出类型"
+                  FROM "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a
+                  WHERE a."person_name" = '张三'
+                    AND a."attendance_time" >= '2025-10-16 00:00:00'
+                    AND a."attendance_time" < '2025-10-16 09:30:00'
+                    AND a."dr" = 0
+                  ORDER BY a."attendance_time" DESC LIMIT 1000
+                  ''',
+        "tags": ["员工", "考勤", "打卡记录", "个人", "时间段", "明细查询"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "XX中心员工最近三天谁天天迟到",
+        "answer": '''
+                  SELECT p."id" AS "id", p."code" AS "code", p."name" AS "name", o."name" AS "department_name"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps
+                                      ON p."code" = ps."person_id"
+                           INNER JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o
+                                      ON p."internal_dept" = o."id"
+                  WHERE ps."date_value" IN ('2025-10-20', '2025-10-21', '2025-10-22')
+                    AND ps."status" = '1006'
+                    AND p."dr" = 0
+                    AND ps."dr" = 0
+                    AND o."dr" = 0
+                    AND o."enable" = 1
+                    AND o."code" LIKE '%CYJ%'
+                    AND o."id" IN (SELECT id
+                                   FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%')
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                  GROUP BY p."id", p."code", p."name", o."name"
+                  HAVING COUNT (*) = 3 LIMIT 1000
+                  ''',
+        "tags": ["员工", "考勤", "部门", "天数", "迟到"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "XX中心员工本周迟到两次及以上的人",
+        "answer": '''
+                  SELECT p."id"         AS "id",
+                         p."code"       AS "工号",
+                         p."name"       AS "姓名",
+                         o."name"       AS "部门",
+                         COUNT(ps."id") AS "迟到次数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           INNER JOIN "YJOA_APPSERVICE_DB"."t_yj_person_status" ps
+                                      ON p."code" = ps."person_id"
+                           INNER JOIN "IUAP_APDOC_BASEDOC"."org_orgs" o
+                                      ON p."internal_dept" = o."id"
+                  WHERE p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%')
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND ps."status" = '1006'
+                         AND ps."date_value"
+                      BETWEEN '2025-10-16'
+                         AND '2025-10-22'
+                         AND p."dr" = 0
+                         AND ps."dr" = 0
+                  GROUP BY p."id", p."code", p."name", o."name"
+                  HAVING COUNT (ps."id") >= 2
+                  ORDER BY COUNT (ps."id") DESC LIMIT 1000
+                  ''',
+        "tags": ["员工", "考勤", "部门", "天数", "迟到", "次数统计"],
+        "category": "考勤管理"
+    },
+    {
+        "question": "来自联通的有多少员工",
+        "answer": """
+                  SELECT "id"            AS "id",
+                         "code"          AS "工号",
+                         "name"          AS "姓名",
+                         "external_unit" AS "外部单位"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
+                  WHERE "external_unit" LIKE '%联通%' LIMIT 1000
+                  """,
+        "tags": ["员工", "外部单位", "统计查询"],
+        "category": "外部单位统计"
+    },
+    {
+        "question": "各个外部单位下的员工人数统计",
+        "answer": """
+                  SELECT "external_unit" AS "外部单位", COUNT(*) AS "员工人数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database"
+                  WHERE "external_unit" IS NOT NULL
+                    AND "external_unit" != ''
+                  GROUP BY "external_unit"
+                  ORDER BY "员工人数" DESC LIMIT 1000
+                  """,
+        "tags": ["员工", "外部单位", "人数统计"],
+        "category": "外部单位统计"
+    },
+    {
+        "question": "XX中心员工在林芝工作的天数",
+        "answer": '''
+                  SELECT p."code"                                                   AS "工号",
+                         p."name"                                                   AS "姓名",
+                         COUNT(DISTINCT TO_CHAR(a."attendance_time", 'yyyy-MM-dd')) AS "在林芝工作天数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a ON p."code" = a."person_id"
+                           LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" ac
+                                     ON a."access_control_point" = ac."ac_point"
+                  WHERE p."dr" = 0
+                    AND a."dr" = 0
+                    AND ac."region" = 5
+                    AND a."attendance_time" >= '2025-09-01'
+                    AND a."attendance_time" < '2025-10-01'
+                    AND p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%xx中心%' OR "shortname" LIKE '%xx中心%')
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                  GROUP BY p."code", p."name"
+                  ORDER BY "在林芝工作天数" DESC LIMIT 1000;
+                  ''',
+        "tags": ["员工", "部门", "考勤", "工作地", "区域", "工作天数统计"],
+        "category": "工作地考勤统计分析"
 
-        },
-        {
-            "question": "查询张三9月在林芝的打卡记录",
-            "answer": '''
+    },
+    {
+        "question": "查询张三9月在林芝的打卡记录",
+        "answer": '''
                   SELECT a."person_name"                         AS "姓名",
                          a."person_id"                           AS "人员ID",
                          a."attendance_time"                     AS "考勤时间",
@@ -716,10 +780,11 @@ question_and_answer = [
                              WHEN b."region" = 2 THEN '成都'
                              WHEN b."region" = 3 THEN '秭归'
                              WHEN b."region" = 4 THEN '拉萨'
-                             WHEN b."region" = 5 THEN '林芝' END AS "地区",  b."ac_point" AS "门禁点"
+                             WHEN b."region" = 5 THEN '林芝' END AS "地区",
+                         b."ac_point"                            AS "门禁点"
                   FROM "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a
-                      JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" b
-                  ON a."access_control_point" = b."ac_point"
+                           JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" b
+                                ON a."access_control_point" = b."ac_point"
                   WHERE a."person_name" = '张三'
                     AND b."region" = 5
                     AND a."attendance_time" >= '2025-09-01'
@@ -727,115 +792,146 @@ question_and_answer = [
                       < '2025-10-01'
                     AND a."dr" = 0
                   ORDER BY a."attendance_time" DESC LIMIT 1000
-              ''',
-            "tags": ["员工", "个人","考勤", "工作地", "区域", "打卡统计"],
-            "category": "工作地考勤统计分析"
-        },
-        {
-            "question": "张三9月在林芝工作有多少天",
-            "answer": '''
-              SELECT count(distinct (TO_CHAR(a."attendance_time", 'yyyy-MM-dd'))) as count
-              FROM "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" b
-              ON a."access_control_point" = b."ac_point"
-        
-              WHERE a."person_name" = '张三'
-                and b.region=5
-                AND a."attendance_time" >= '2025-09-01'
-                AND a."attendance_time"
-                  < '2025-10-01'
-                AND a."dr" = 0 LIMIT 1000
-              ''',
-            "tags": ["员工","个人", "考勤", "工作地", "区域", "工作天数"],
-            "category": "工作地考勤统计分析"
-        },
-        {
-            "question": "张三在藏多少天了",
-            "answer": '''
-	              SELECT COUNT(DISTINCT TO_CHAR(a.attendance_time, 'yyyy-MM-dd')) AS days_in_tibet 
-	              FROM YJOA_APPSERVICE_DB.t_yj_person_attendance a 
-	              LEFT JOIN YJOA_APPSERVICE_DB.t_yj_person_ac_area b 
-	              ON a.access_control_point = b.ac_point 
-	              WHERE a.person_name = '张三' AND b.region IN (4,5,6,7,8) 
-	              AND a.dr = 0 AND a.attendance_time >= '2025-01-01' 
-	              AND a.attendance_time < '2025-10-24' LIMIT 1000
-              ''',
-            "tags": ["员工", "个人", "考勤", "工作地", "区域", "工作天数"],
-            "category": "工作地考勤统计分析"
-        },
-        {
-            "question": "张三最早在藏是哪一天",
-            "answer": '''
-	              SELECT TO_CHAR(a.attendance_time, 'yyyy-MM-dd') AS earliest_date 
-	              FROM YJOA_APPSERVICE_DB.t_yj_person_attendance a 
-	              JOIN YJOA_APPSERVICE_DB.t_yj_person_ac_area b 
-	              ON a.access_control_point = b.ac_point 
-	              WHERE a.person_name = '张三' AND b.region IN (4,5,6,7,8) 
-	              AND a.dr = 0 ORDER BY a.attendance_time ASC LIMIT 1
-          ''',
-            "tags": ["员工", "个人", "考勤", "工作地", "区域", "最早在藏时间"],
-            "category": "工作地考勤统计分析"
-        },
-        {
-            "question": "张三从5月到10月每个月分别在藏多长时间",
-            "answer": '''
-                SELECT TO_CHAR(a.attendance_time, 'yyyy-MM') AS month, COUNT(DISTINCT TO_CHAR(a.attendance_time, 'yyyy-MM-dd')) AS tibet_days 
-                FROM YJOA_APPSERVICE_DB.t_yj_person_attendance a 
-                LEFT JOIN YJOA_APPSERVICE_DB.t_yj_person_ac_area ac ON a.access_control_point = ac.ac_point 
-                WHERE a.person_name = '张三' 
-                  AND a.dr = 0 
-                  AND ac.region IN (4,5) 
-                  AND a.attendance_time >= '2025-05-01' 
-                  AND a.attendance_time < '2025-11-01' 
-                GROUP BY TO_CHAR(a.attendance_time, 'yyyy-MM') 
-                ORDER BY TO_CHAR(a.attendance_time, 'yyyy-MM') ASC 
-                LIMIT 1000
-            ''',
-            "tags": ["员工", "个人", "考勤", "工作地", "区域", "每月在藏天数"],
-            "category": "工作地考勤统计分析"
-        },
-        {
-            "question": "XX中心在林芝最长时间的是谁,待了多少天",
-            "answer": '''
-                SELECT p."code" AS "工号", p."name" AS "姓名", COUNT(DISTINCT TO_CHAR(a."attendance_time", 'yyyy-MM-dd')) AS "在林芝工作天数"
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a ON p."code" = a."person_id"
-                LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" ac ON a."access_control_point" = ac."ac_point"
-                WHERE p."dr" = 0 AND a."dr" = 0 AND ac."region" = 5
-                  AND p."internal_dept" IN (
-                    SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs"
-                    START WITH ("name" LIKE '%数信中心%' OR "shortname" LIKE '%数信中心%')
-                    AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
-                    CONNECT BY PRIOR "id" = "parentid"
-                  )
-                GROUP BY p."code", p."name"
-                ORDER BY "在林芝工作天数" DESC
-                LIMIT 1;
-            ''',
-            "tags": ["员工", "个人", "考勤", "工作地", "区域", "天数","最值"],
-            "category": "工作地考勤统计分析"
-        },
-        {
-            "question": "XX中心的员工九月在林芝工作的天数排名",
-            "answer": '''
-                SELECT p."code" AS "工号", p."name" AS "姓名", COUNT(DISTINCT TO_CHAR(a."attendance_time", 'yyyy-MM-dd')) AS "在林芝工作天数"
-                FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
-                LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a ON p."code" = a."person_id"
-                LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" ac ON a."access_control_point" = ac."ac_point"
-                WHERE p."dr" = 0 AND a."dr" = 0 AND ac."region" = 5
-                  AND p."internal_dept" IN (
-                    SELECT "id" FROM "IUAP_APDOC_BASEDOC"."org_orgs"
-                    START WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%')
-                    AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
-                    CONNECT BY PRIOR "id" = "parentid"
-                  )
-                  AND TO_CHAR(a."attendance_time", 'yyyy-MM') = '2025-09'
-                GROUP BY p."code", p."name"
-                ORDER BY "在林芝工作天数" DESC
-                LIMIT 1000;
-            ''',
-            "tags": ["员工", "个人", "考勤", "工作地", "区域", "天数", "排名"],
-            "category": "工作地考勤统计分析"
-        },
+                  ''',
+        "tags": ["员工", "个人", "考勤", "工作地", "区域", "打卡统计"],
+        "category": "工作地考勤统计分析"
+    },
+    {
+        "question": "张三9月在林芝工作有多少天",
+        "answer": '''
+                  SELECT count(distinct (TO_CHAR(a."attendance_time", 'yyyy-MM-dd'))) as count
+                  FROM "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" b
+                  ON a."access_control_point" = b."ac_point"
+
+                  WHERE a."person_name" = '张三'
+                    and b.region=5
+                    AND a."attendance_time" >= '2025-09-01'
+                    AND a."attendance_time"
+                      < '2025-10-01'
+                    AND a."dr" = 0 LIMIT 1000
+                  ''',
+        "tags": ["员工", "个人", "考勤", "工作地", "区域", "工作天数"],
+        "category": "工作地考勤统计分析"
+    },
+    {
+        "question": "张三在藏多少天了",
+        "answer": '''
+                  SELECT COUNT(DISTINCT TO_CHAR(a.attendance_time, 'yyyy-MM-dd')) AS days_in_tibet
+                  FROM YJOA_APPSERVICE_DB.t_yj_person_attendance a
+                           LEFT JOIN YJOA_APPSERVICE_DB.t_yj_person_ac_area b
+                                     ON a.access_control_point = b.ac_point
+                  WHERE a.person_name = '张三'
+                    AND b.region IN (4, 5, 6, 7, 8)
+                    AND a.dr = 0
+                    AND a.attendance_time >= '2025-01-01'
+                    AND a.attendance_time < '2025-10-24' LIMIT 1000
+                  ''',
+        "tags": ["员工", "个人", "考勤", "工作地", "区域", "工作天数"],
+        "category": "工作地考勤统计分析"
+    },
+    {
+        "question": "张三最早在藏是哪一天",
+        "answer": '''
+                  SELECT TO_CHAR(a.attendance_time, 'yyyy-MM-dd') AS earliest_date
+                  FROM YJOA_APPSERVICE_DB.t_yj_person_attendance a
+                           JOIN YJOA_APPSERVICE_DB.t_yj_person_ac_area b
+                                ON a.access_control_point = b.ac_point
+                  WHERE a.person_name = '张三'
+                    AND b.region IN (4, 5, 6, 7, 8)
+                    AND a.dr = 0
+                  ORDER BY a.attendance_time ASC LIMIT 1
+                  ''',
+        "tags": ["员工", "个人", "考勤", "工作地", "区域", "最早在藏时间"],
+        "category": "工作地考勤统计分析"
+    },
+    {
+        "question": "张三从5月到10月每个月分别在藏多长时间",
+        "answer": '''
+                  SELECT TO_CHAR(a.attendance_time, 'yyyy-MM') AS month, COUNT(DISTINCT TO_CHAR(a.attendance_time, 'yyyy-MM-dd')) AS tibet_days
+                  FROM YJOA_APPSERVICE_DB.t_yj_person_attendance a
+                      LEFT JOIN YJOA_APPSERVICE_DB.t_yj_person_ac_area ac
+                  ON a.access_control_point = ac.ac_point
+                  WHERE a.person_name = '张三'
+                    AND a.dr = 0
+                    AND ac.region IN (4
+                      , 5)
+                    AND a.attendance_time >= '2025-05-01'
+                    AND a.attendance_time
+                      < '2025-11-01'
+                  GROUP BY TO_CHAR(a.attendance_time, 'yyyy-MM')
+                  ORDER BY TO_CHAR(a.attendance_time, 'yyyy-MM') ASC
+                      LIMIT 1000
+                  ''',
+        "tags": ["员工", "个人", "考勤", "工作地", "区域", "每月在藏天数"],
+        "category": "工作地考勤统计分析"
+    },
+    {
+        "question": "XX中心在林芝最长时间的是谁,待了多少天",
+        "answer": '''
+                  SELECT p."code"                                                   AS "工号",
+                         p."name"                                                   AS "姓名",
+                         COUNT(DISTINCT TO_CHAR(a."attendance_time", 'yyyy-MM-dd')) AS "在林芝工作天数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a ON p."code" = a."person_id"
+                           LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" ac
+                                     ON a."access_control_point" = ac."ac_point"
+                  WHERE p."dr" = 0
+                    AND a."dr" = 0
+                    AND ac."region" = 5
+                    AND p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%xx中心%' OR "shortname" LIKE '%xx中心%')
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                  GROUP BY p."code", p."name"
+                  ORDER BY "在林芝工作天数" DESC
+                      LIMIT 1;
+                  ''',
+        "tags": ["员工", "个人", "考勤", "工作地", "区域", "天数", "最值"],
+        "category": "工作地考勤统计分析"
+    },
+    {
+        "question": "XX中心的员工九月在林芝工作的天数排名",
+        "answer": '''
+                  SELECT p."code"                                                   AS "工号",
+                         p."name"                                                   AS "姓名",
+                         COUNT(DISTINCT TO_CHAR(a."attendance_time", 'yyyy-MM-dd')) AS "在林芝工作天数"
+                  FROM "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p
+                           LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_attendance" a ON p."code" = a."person_id"
+                           LEFT JOIN "YJOA_APPSERVICE_DB"."t_yj_person_ac_area" ac
+                                     ON a."access_control_point" = ac."ac_point"
+                  WHERE p."dr" = 0
+                    AND a."dr" = 0
+                    AND ac."region" = 5
+                    AND p."internal_dept" IN (SELECT "id"
+                                              FROM "IUAP_APDOC_BASEDOC"."org_orgs" START
+                  WITH ("name" LIKE '%XX中心%' OR "shortname" LIKE '%XX中心%')
+                      AND "dr" = 0 AND "enable" = 1 AND "code" LIKE '%CYJ%'
+                  CONNECT BY PRIOR "id" = "parentid"
+                      )
+                         AND TO_CHAR(a."attendance_time"
+                           , 'yyyy-MM') = '2025-09'
+                  GROUP BY p."code", p."name"
+                  ORDER BY "在林芝工作天数" DESC
+                      LIMIT 1000;
+                  ''',
+        "tags": ["员工", "个人", "考勤", "工作地", "区域", "天数", "排名"],
+        "category": "工作地考勤统计分析"
+    }, {
+        "question": "张三10月份是否有迟到",
+        "answer": '''
+                  SELECT CASE WHEN COUNT(*) > 0 THEN '是' ELSE '否' END AS "是否迟到"
+                  FROM "YJOA_APPSERVICE_DB"."t_yj_person_status" ps
+                           JOIN "YJOA_APPSERVICE_DB"."t_pr3rl2oj_yj_person_database" p ON ps."person_id" = p."code"
+                  WHERE p."name" = '张三'
+                    AND ps."status" = '1006'
+                    AND ps."date_value" LIKE '2025-10%'
+                    AND ps."dr" = 0
+                    AND p."dr" = 0
+                  ''',
+        "tags": ["员工", "个人", "考勤"],
+        "category": "考勤"
+    }
 
 ]
-