diff --git a/AI/Text2Sql/Model/__pycache__/biModel.cpython-310.pyc b/AI/Text2Sql/Model/__pycache__/biModel.cpython-310.pyc
index a9bc3867..bbda8044 100644
Binary files a/AI/Text2Sql/Model/__pycache__/biModel.cpython-310.pyc and b/AI/Text2Sql/Model/__pycache__/biModel.cpython-310.pyc differ
diff --git a/AI/Text2Sql/Model/biModel.py b/AI/Text2Sql/Model/biModel.py
index e9d615b5..d5d5ed92 100644
--- a/AI/Text2Sql/Model/biModel.py
+++ b/AI/Text2Sql/Model/biModel.py
@@ -138,3 +138,38 @@ async def get_column_names(db: asyncpg.Connection, sql: str):
         return column_names
     else:
         return []
+
+def generate_columns(data):
+    """
+    根据数据生成 category_columns_str 和 value_column_str
+    :param data: 数据集（列表字典格式，例如：[{"行政区划": "北京", "学校": "清华附中", "课程数量": 100}, ...]）
+    :return: (category_columns_str, value_column_str)
+    """
+    # 获取所有字段名
+    columns = list(data[0].keys()) if data else []
+
+    # 1. 有行政区划+学校两个字段的
+    if "行政区划" in columns and "学校" in columns:
+        category_columns_str = "行政区划,学校"
+    # 2. 有学段+科目的
+    elif "学段" in columns and "科目" in columns:
+        category_columns_str = "学段,科目"
+    # 3. 只有行政区的
+    elif "行政区划" in columns:
+        category_columns_str = "行政区划"
+    # 4. 只有学段的
+    elif "学段" in columns:
+        category_columns_str = "学段"
+    # 5. 上面都不是的，用第一个字段记录
+    else:
+        category_columns_str = columns[0] if columns else ""
+
+    # 6. Y轴一般的常见词是：课程数量，数量，如果都没有，用最后一个字段记录
+    if "课程数量" in columns:
+        value_column_str = "课程数量"
+    elif "数量" in columns:
+        value_column_str = "数量"
+    else:
+        value_column_str = columns[-1] if columns else ""
+
+    return category_columns_str, value_column_str
\ No newline at end of file
diff --git a/AI/Text2Sql/__pycache__/app.cpython-310.pyc b/AI/Text2Sql/__pycache__/app.cpython-310.pyc
index fe668967..4af9c7a1 100644
Binary files a/AI/Text2Sql/__pycache__/app.cpython-310.pyc and b/AI/Text2Sql/__pycache__/app.cpython-310.pyc differ
diff --git a/AI/Text2Sql/app.py b/AI/Text2Sql/app.py
index ec60ef91..b43f8ddf 100644
--- a/AI/Text2Sql/app.py
+++ b/AI/Text2Sql/app.py
@@ -144,8 +144,17 @@ async def get_docx_stream(
     _data = await db.fetch(sql)
     # print(_data)
     # 将 asyncpg.Record 转换为 JSON 格式
-    json_data = json.dumps([dict(record) for record in _data], ensure_ascii=False)
-    prompt = prompt + json.dumps(json_data, ensure_ascii=False)
+    from decimal import Decimal
+
+    # Define a custom function to handle Decimal objects
+    def decimal_default(obj):
+        if isinstance(obj, Decimal):
+            return float(obj)  # Convert Decimal to float
+        raise TypeError(f"Object of type {obj.__class__.__name__} is not JSON serializable")
+
+    # In your get_docx_stream function, modify the json.dumps calls:
+    json_data = json.dumps([dict(record) for record in _data], ensure_ascii=False, default=decimal_default)
+    prompt = prompt + json_data  # No need to call json.dumps again on json_data
 
     # 调用 OpenAI API 生成总结（流式输出）
     response = await client.chat.completions.create(
@@ -333,8 +342,6 @@ async def get_data_scheme_by_id(
 async def get_chart(
         question_id: str = Form(None, description="问题ID（POST请求）"),
         title: str = Form(None, description="图表标题（POST请求）"),
-        category_columns_str: str = Form(None, description="分类数据列（X 轴或饼图标签）"),
-        value_column_str: str = Form(None, description="数值数据列（Y 轴或饼图值）"),
         db: asyncpg.Connection = Depends(get_db)
 ):
     # 根据问题ID获取查询SQL
@@ -342,6 +349,11 @@ async def get_chart(
     # 执行SQL获取数据集
     _data = await get_data_by_sql(db, sql)
 
+    # 调用函数
+    category_columns_str, value_column_str = generate_columns(_data)
+    print(f"category_columns_str: {category_columns_str}")
+    print(f"value_column_str: {value_column_str}")
+
     # 图表文件名称
     uuid_str = str(uuid.uuid4())
     filename = f"static/html/{uuid_str}.html"
diff --git a/AI/Text2Sql/static/docx/0853596e-829f-42e7-a3a7-48bfecadf4cf.docx b/AI/Text2Sql/static/docx/0853596e-829f-42e7-a3a7-48bfecadf4cf.docx
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new file mode 100644
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diff --git a/AI/Text2Sql/static/html/7c5a59eb-58ee-4aa3-b68d-6004c3e1d09d.html b/AI/Text2Sql/static/html/7c5a59eb-58ee-4aa3-b68d-6004c3e1d09d.html
new file mode 100644
index 00000000..0a6bc4cf
--- /dev/null
+++ b/AI/Text2Sql/static/html/7c5a59eb-58ee-4aa3-b68d-6004c3e1d09d.html
@@ -0,0 +1,715 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="UTF-8">
+    <title>长春云校数据统计分析系统</title>
+                <script type="text/javascript" src="https://assets.pyecharts.org/assets/v5/echarts.min.js"></script>
+
+    
+</head>
+<body >
+    <style>.box {  } </style>
+    <div class="box">
+                <div id="e7a49fae809e43168ed9f3e2568274ac" class="chart-container" style="width:900px; height:500px; "></div>
+    <script>
+        var chart_e7a49fae809e43168ed9f3e2568274ac = echarts.init(
+            document.getElementById('e7a49fae809e43168ed9f3e2568274ac'), 'white', {renderer: 'canvas'});
+        var option_e7a49fae809e43168ed9f3e2568274ac = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "bar",
+            "name": "\u8bfe\u7a0b\u6570\u91cf",
+            "legendHoverLink": true,
+            "data": [
+                581,
+                538,
+                350,
+                295,
+                295,
+                292,
+                249,
+                216,
+                149,
+                32,
+                26,
+                22,
+                18,
+                14,
+                14,
+                4,
+                2,
+                2,
+                713,
+                574,
+                477,
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+                56,
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+                24,
+                21,
+                19,
+                3,
+                2
+            ],
+            "realtimeSort": false,
+            "showBackground": false,
+            "stackStrategy": "samesign",
+            "cursor": "pointer",
+            "barWidth": "30%",
+            "barMinHeight": 0,
+            "barCategoryGap": "20%",
+            "barGap": "30%",
+            "large": false,
+            "largeThreshold": 400,
+            "seriesLayoutBy": "column",
+            "datasetIndex": 0,
+            "clip": true,
+            "zlevel": 0,
+            "z": 2,
+            "label": {
+                "show": true,
+                "margin": 8,
+                "valueAnimation": false
+            },
+            "itemStyle": {
+                "color":             function(params) {                var colorList = ['#5470C6', '#91CC75', '#EE6666', '#73C0DE', '#3BA272', '#FC8452', '#9A60B4', '#EA7CCC'];                return colorList[params.dataIndex % colorList.length];            }        
+            }
+        }
+    ],
+    "legend": [
+        {
+            "data": [
+                "\u8bfe\u7a0b\u6570\u91cf"
+            ],
+            "selected": {},
+            "show": false,
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
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+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "xAxis": [
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+            "gridIndex": 0,
+            "axisLabel": {
+                "show": true,
+                "rotate": 45,
+                "margin": 8,
+                "valueAnimation": false
+            },
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+            "offset": 0,
+            "splitNumber": 5,
+            "boundaryGap": true,
+            "minInterval": 0,
+            "splitLine": {
+                "show": false,
+                "lineStyle": {
+                    "show": true,
+                    "width": 1,
+                    "opacity": 1,
+                    "curveness": 0,
+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
+            "animationDelay": 0,
+            "animationDurationUpdate": 300,
+            "animationEasingUpdate": "cubicOut",
+            "animationDelayUpdate": 0,
+            "data": [
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+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
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