V2.0 五大核心增强: 锚点定位/原生图表/插件架构/WebSocket/LLM智能

2026-05-29 14:14:53 +08:00
parent 5546e5fca1
commit 8618867f92
51 changed files with 3368 additions and 0 deletions
--- a/ppt_manager/README.md
+++ b/ppt_manager/README.md
@@ -0,0 +1,115 @@
+# 📊 PPT智能管理系统
+
+PPT管理系统，实现**静态模板内容**与**动态数据内容**的智能合并。
+
+## ✨ 核心特性
+
+- 📁 **静态PPT管理**: 固定不变的原理内容放在本地PPT模板中
+- 🔄 **动态内容生成**: Python脚本负责数据采集、图表生成
+- 🎯 **页面映射配置**: YAML配置文件定义每页是静态还是动态
+- 🖱️ **一键生成**: Web界面点击按钮自动合成最终PPT
+- 📝 **日志记录**: 使用loguru完整记录生成过程
+
+## 📁 项目结构
+
+```
+ppt_manager/
+├── static_ppt/              # 静态PPT模板目录
+│   └── macro_analysis_template.pptx    # 23页模板示例
+├── config/
+│   └── project_config.yaml  # 项目配置：页面映射关系
+├── scripts/                  # 动态内容生成脚本
+│   ├── gdp_chart.py         # GDP图表生成
+│   ├── inflation_chart.py   # CPI/PPI图表
+│   ├── employment_table.py  # 就业数据表
+│   ├── trade_chart.py       # 进出口图表
+│   └── market_analysis.py   # 市场分析图表
+├── dynamic_content/          # 动态生成的图片存放
+├── output/                   # 最终生成的PPT输出目录
+├── logs/                     # 日志目录
+├── src/
+│   ├── config_loader.py      # 配置加载器
+│   ├── ppt_core.py           # PPT核心操作
+│   ├── dynamic_generator.py  # 动态内容生成器
+│   └── ppt_generator.py      # 主合成引擎
+├── templates/
+│   └── index.html            # Web界面
+├── app.py                     # Flask Web应用
+├── main.py                    # 命令行入口
+├── create_sample_template.py  # 创建示例模板脚本
+└── requirements.txt           # Python依赖
+```
+
+## 🚀 快速开始
+
+### 1. 安装依赖
+
+```bash
+cd ppt_manager
+pip install -r requirements.txt
+```
+
+### 2. 初始化示例静态PPT模板
+
+```bash
+python create_sample_template.py
+```
+
+### 3. 运行系统
+
+**方式一：Web界面（推荐）**
+```bash
+python app.py
+```
+然后在浏览器打开: http://localhost:5000
+
+**方式二：命令行**
+```bash
+python main.py macro_analysis
+```
+
+## ⚙️ 配置说明
+
+在 [config/project_config.yaml](file:///f:/ppt/ppt_manager/config/project_config.yaml) 中配置：
+
+```yaml
+projects:
+  macro_analysis:
+    name: "宏观数据分析报告"
+    static_ppt: "static_ppt/macro_analysis_template.pptx"
+    total_slides: 23
+    slide_mapping:
+      1: static                      # 静态页，来自模板
+      2: static
+      3: static
+      4: dynamic_chart_gdp           # 动态页，执行对应脚本
+      5: dynamic_chart_inflation
+      ...
+    dynamic_generators:
+      dynamic_chart_gdp: "scripts/gdp_chart.py"    # 脚本对应关系
+      ...
+```
+
+## 📝 动态脚本编写规范
+
+每个动态脚本必须包含一个 `generate(output_dir)` 函数，返回生成的图片路径：
+
+```python
+def generate(output_dir):
+    # 1. 采集数据（API/爬虫/数据库等）
+    # 2. 生成图表（matplotlib/plotly等）
+    # 3. 返回图片完整路径
+    return str(image_path)
+```
+
+## 🎯 使用场景示例
+
+| 页面 | 类型 | 内容 | 更新频率 |
+|------|------|------|----------|
+| 1-3页 | static | 封面、目录、分析框架 | 固定不变 |
+| 4页 | dynamic | GDP趋势图 | 每月更新 |
+| 5页 | dynamic | CPI/PPI通胀图 | 每月更新 |
+| 7页 | dynamic | 就业数据表 | 每月更新 |
+| 10页 | dynamic | 进出口贸易 | 每月更新 |
+| 13页 | dynamic | A股市场分析 | 每周更新 |
+| 其他页 | static | 原理、方法论 | 固定不变 |
--- a/ppt_manager/app.py
+++ b/ppt_manager/app.py
@@ -0,0 +1,70 @@
+from flask import Flask, render_template, jsonify, send_file, request
+from pathlib import Path
+import sys
+import os
+
+sys.path.insert(0, str(Path(__file__).parent / "src"))
+
+from src.ppt_generator import PPTGenerator
+from loguru import logger
+
+app = Flask(__name__)
+app.config['JSON_AS_ASCII'] = False
+
+generator = PPTGenerator()
+
+@app.route('/')
+def index():
+    projects = generator.list_projects()
+    return render_template('index.html', projects=projects)
+
+@app.route('/api/projects')
+def list_projects():
+    projects = generator.list_projects()
+    return jsonify({'success': True, 'projects': projects})
+
+@app.route('/api/generate/<project_name>', methods=['POST'])
+def generate_ppt(project_name):
+    try:
+        output_path = generator.generate_project(project_name)
+        if output_path:
+            filename = os.path.basename(output_path)
+            return jsonify({
+                'success': True,
+                'message': 'PPT生成成功',
+                'filename': filename,
+                'download_url': f'/download/{filename}'
+            })
+        else:
+            return jsonify({'success': False, 'message': 'PPT生成失败，请查看日志'})
+    except Exception as e:
+        logger.exception(f"生成PPT时发生错误: {e}")
+        return jsonify({'success': False, 'message': str(e)})
+
+@app.route('/download/<filename>')
+def download_file(filename):
+    output_dir = Path(__file__).parent / "output"
+    file_path = output_dir / filename
+    if file_path.exists():
+        return send_file(str(file_path), as_attachment=True)
+    return jsonify({'success': False, 'message': '文件不存在'})
+
+@app.route('/api/files')
+def list_files():
+    output_dir = Path(__file__).parent / "output"
+    files = []
+    if output_dir.exists():
+        for f in sorted(output_dir.glob("*.pptx"), reverse=True):
+            files.append({
+                'name': f.name,
+                'size': round(f.stat().st_size / 1024 / 1024, 2),
+                'modified': f.stat().st_mtime
+            })
+    return jsonify({'success': True, 'files': files})
+
+if __name__ == '__main__':
+    print("\n" + "="*60)
+    print("PPT管理系统 Web 界面启动中...")
+    print("请在浏览器中打开: http://localhost:5000")
+    print("="*60 + "\n")
+    app.run(debug=True, host='0.0.0.0', port=5000)
--- a/ppt_manager/config/project_config.yaml
+++ b/ppt_manager/config/project_config.yaml
@@ -0,0 +1,42 @@
+projects:
+  macro_analysis:
+    name: "宏观数据分析报告"
+    static_ppt: "static_ppt/macro_analysis_template.pptx"
+    total_slides: 23
+    slide_mapping:
+      1: static
+      2: static
+      3: static
+      4: dynamic_chart_gdp
+      5: dynamic_chart_inflation
+      6: static
+      7: dynamic_table_employment
+      8: static
+      9: static
+      10: dynamic_chart_trade
+      11: static
+      12: static
+      13: dynamic_content_market
+      14: static
+      15: static
+      16: static
+      17: static
+      18: static
+      19: static
+      20: static
+      21: static
+      22: static
+      23: static
+    dynamic_generators:
+      dynamic_chart_gdp: "scripts/gdp_chart.py"
+      dynamic_chart_inflation: "scripts/inflation_chart.py"
+      dynamic_table_employment: "scripts/employment_table.py"
+      dynamic_chart_trade: "scripts/trade_chart.py"
+      dynamic_content_market: "scripts/market_analysis.py"
+
+settings:
+  output_dir: "output"
+  dynamic_content_dir: "dynamic_content"
+  log_level: "INFO"
+  image_width: 900
+  image_height: 500
--- a/ppt_manager/create_sample_template.py
+++ b/ppt_manager/create_sample_template.py
@@ -0,0 +1,56 @@
+from pptx import Presentation
+from pptx.util import Inches, Pt
+from pptx.enum.text import PP_ALIGN
+from pathlib import Path
+from loguru import logger
+
+def create_sample_template():
+    prs = Presentation()
+    
+    prs.slide_width = Inches(10)
+    prs.slide_height = Inches(7.5)
+    
+    logger.info("正在创建23页示例静态PPT模板...")
+    
+    for page_num in range(1, 24):
+        slide_layout = prs.slide_layouts[5] if page_num == 1 else prs.slide_layouts[6]
+        slide = prs.slides.add_slide(slide_layout)
+        
+        left = Inches(1)
+        top = Inches(0.5)
+        width = Inches(8)
+        height = Inches(1)
+        
+        title_box = slide.shapes.add_textbox(left, top, width, height)
+        tf = title_box.text_frame
+        p = tf.paragraphs[0]
+        
+        if page_num == 1:
+            p.text = "宏观数据分析报告"
+            p.font.size = Pt(36)
+        else:
+            p.text = f"第 {page_num} 页 - 示例内容"
+            p.font.size = Pt(24)
+        
+        p.font.bold = True
+        p.alignment = PP_ALIGN.CENTER
+        
+        if page_num not in [4, 5, 7, 10, 13]:
+            content_left = Inches(1)
+            content_top = Inches(2)
+            content_width = Inches(8)
+            content_height = Inches(4)
+            
+            content_box = slide.shapes.add_textbox(content_left, content_top, content_width, content_height)
+            content_tf = content_box.text_frame
+            content_tf.text = "这里是静态内容区域，原理固定不变的部分。\n\n定期更新的数据内容将由Python脚本自动生成并替换对应页面。"
+            content_tf.paragraphs[0].font.size = Pt(14)
+    
+    output_path = Path(__file__).parent / "static_ppt" / "macro_analysis_template.pptx"
+    output_path.parent.mkdir(parents=True, exist_ok=True)
+    prs.save(str(output_path))
+    logger.success(f"示例模板已创建: {output_path}")
+    return str(output_path)
+
+if __name__ == "__main__":
+    create_sample_template()
--- a/ppt_manager/main.py
+++ b/ppt_manager/main.py
@@ -0,0 +1,38 @@
+import sys
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).parent / "src"))
+
+print("=" * 60)
+print("📊 PPT智能管理系统 - 命令行工具")
+print("=" * 60)
+
+from src.ppt_generator import PPTGenerator
+
+def main():
+    generator = PPTGenerator()
+    
+    print("\n可用项目:")
+    projects = generator.list_projects()
+    for proj in projects:
+        print(f"  [{proj['id']}]: {proj['name']} ({proj['total_slides']}页)")
+    
+    if len(sys.argv) > 1:
+        project_name = sys.argv[1]
+        print(f"\n正在生成项目: {project_name}...")
+        output_path = generator.generate_project(project_name)
+        if output_path:
+            print(f"\n✅ 生成成功! 文件位置: {output_path}")
+        else:
+            print("\n❌ 生成失败，请查看日志")
+    else:
+        print("\n使用方法:")
+        print("  命令行方式: python main.py macro_analysis")
+        print("  Web界面方式: python app.py (然后打开 http://localhost:5000)")
+        
+        choice = input("\n是否现在生成示例项目 [macro_analysis]? (y/n): ").strip().lower()
+        if choice == 'y':
+            generator.generate_project('macro_analysis')
+
+if __name__ == "__main__":
+    main()
--- a/ppt_manager/requirements.txt
+++ b/ppt_manager/requirements.txt
@@ -0,0 +1,11 @@
+python-pptx>=0.6.21
+Flask>=2.3.0
+pandas>=2.0.0
+matplotlib>=3.7.0
+plotly>=5.15.0
+requests>=2.31.0
+PyYAML>=6.0
+loguru>=0.7.0
+kaleido>=0.2.1
+lxml>=4.9.0
+Pillow>=10.0.0
--- a/ppt_manager/scripts/employment_table.py
+++ b/ppt_manager/scripts/employment_table.py
@@ -0,0 +1,62 @@
+import pandas as pd
+import numpy as np
+from pathlib import Path
+from loguru import logger
+import matplotlib.pyplot as plt
+
+def generate(output_dir):
+    logger.info("开始生成就业数据表")
+    
+    categories = ['城镇调查失业率', '青年失业率', '制造业PMI', '服务业PMI']
+    current = [5.1, 15.3, 49.8, 53.2]
+    previous = [5.2, 15.6, 49.5, 53.0]
+    change = [c - p for c, p in zip(current, previous)]
+    
+    data = pd.DataFrame({
+        '指标': categories,
+        '当前值': current,
+        '上期值': previous,
+        '变动': change
+    })
+    
+    fig, ax = plt.subplots(figsize=(10, 6))
+    ax.axis('tight')
+    ax.axis('off')
+    
+    table_data = []
+    for _, row in data.iterrows():
+        change_color = '#4CAF50' if row['变动'] >= 0 else '#F44336'
+        table_data.append([
+            row['指标'],
+            f"{row['当前值']:.1f}",
+            f"{row['上期值']:.1f}",
+            f"{row['变动']:+.1f}"
+        ])
+    
+    table = ax.table(
+        cellText=table_data,
+        colLabels=['指标', '当前值', '上期值', '变动'],
+        cellLoc='center',
+        loc='center',
+        colColours=['#4A90E2'] * 4
+    )
+    
+    table.auto_set_font_size(False)
+    table.set_fontsize(12)
+    table.scale(1, 2)
+    
+    for key, cell in table.get_celld().items():
+        if key[0] > 0 and key[1] == 3:
+            cell.set_text_props(color='green' if '+' in cell.get_text().get_text() else 'red')
+    
+    ax.set_title('就业与PMI数据摘要', fontsize=16, fontweight='bold', pad=20)
+    
+    output_path = Path(output_dir) / 'employment_table.png'
+    plt.savefig(str(output_path), dpi=150, bbox_inches='tight')
+    plt.close()
+    
+    logger.info(f"就业数据表已生成: {output_path}")
+    return str(output_path)
+
+if __name__ == "__main__":
+    generate(Path.cwd())
--- a/ppt_manager/scripts/gdp_chart.py
+++ b/ppt_manager/scripts/gdp_chart.py
@@ -0,0 +1,32 @@
+import pandas as pd
+import numpy as np
+from pathlib import Path
+from loguru import logger
+
+def generate(output_dir):
+    logger.info("开始生成GDP趋势图表")
+    
+    quarters = ['2024Q1', '2024Q2', '2024Q3', '2024Q4', '2025Q1', '2025Q2']
+    gdp_growth = [5.2, 4.8, 5.0, 5.3, np.random.uniform(4.5, 5.5), np.random.uniform(4.5, 5.5)]
+    
+    data = pd.DataFrame({
+        '季度': quarters,
+        'GDP增长率(%)': [round(x, 2) for x in gdp_growth]
+    })
+    data = data.set_index('季度')
+    
+    from dynamic_generator import DynamicContentGenerator
+    generator = DynamicContentGenerator()
+    output_path = generator.generate_chart_matplotlib(
+        data,
+        title='中国GDP增长趋势',
+        x_label='季度',
+        y_label='增长率 (%)',
+        filename='gdp_chart.png',
+        kind='line'
+    )
+    
+    return output_path
+
+if __name__ == "__main__":
+    generate(Path.cwd())
--- a/ppt_manager/scripts/inflation_chart.py
+++ b/ppt_manager/scripts/inflation_chart.py
@@ -0,0 +1,34 @@
+import pandas as pd
+import numpy as np
+from pathlib import Path
+from loguru import logger
+
+def generate(output_dir):
+    logger.info("开始生成CPI/PPI通胀图表")
+    
+    months = ['1月', '2月', '3月', '4月', '5月', '6月']
+    cpi = [0.7, 0.8, 0.9, 1.0, np.random.uniform(0.8, 1.2), np.random.uniform(0.8, 1.2)]
+    ppi = [-2.5, -2.3, -2.0, -1.8, np.random.uniform(-2.5, -1.5), np.random.uniform(-2.5, -1.5)]
+    
+    data = pd.DataFrame({
+        '月份': months,
+        'CPI(%)': [round(x, 2) for x in cpi],
+        'PPI(%)': [round(x, 2) for x in ppi]
+    })
+    data = data.set_index('月份')
+    
+    from dynamic_generator import DynamicContentGenerator
+    generator = DynamicContentGenerator()
+    output_path = generator.generate_chart_plotly(
+        data,
+        title='CPI与PPI走势',
+        x_label='月份',
+        y_label='同比 (%)',
+        filename='inflation_chart.png',
+        kind='line'
+    )
+    
+    return output_path
+
+if __name__ == "__main__":
+    generate(Path.cwd())
--- a/ppt_manager/scripts/market_analysis.py
+++ b/ppt_manager/scripts/market_analysis.py
@@ -0,0 +1,66 @@
+import pandas as pd
+import numpy as np
+from loguru import logger
+
+def generate(output_dir):
+    logger.info("开始生成市场分析图")
+    
+    indices = ['上证指数', '深证成指', '创业板指', '沪深300']
+    current = [3150, 10200, 2050, 3800]
+    change_pct = [
+        np.random.uniform(-2, 2),
+        np.random.uniform(-2, 2),
+        np.random.uniform(-2, 2),
+        np.random.uniform(-2, 2)
+    ]
+    
+    data = pd.DataFrame({
+        '指数': indices,
+        '点位': current,
+        '涨跌幅(%)': [round(x, 2) for x in change_pct]
+    })
+    
+    import matplotlib.pyplot as plt
+    plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei']
+    plt.rcParams['axes.unicode_minus'] = False
+    
+    colors = ['green' if x < 0 else 'red' for x in change_pct]
+    
+    fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 7))
+    
+    bars = ax1.bar(data['指数'], data['点位'], color=colors, alpha=0.7)
+    ax1.set_title('主要指数点位', fontsize=14, fontweight='bold')
+    ax1.set_ylabel('点位')
+    ax1.grid(axis='y', linestyle='--', alpha=0.3)
+    
+    for bar in bars:
+        height = bar.get_height()
+        ax1.text(bar.get_x() + bar.get_width()/2., height,
+                 f'{int(height)}', ha='center', va='bottom')
+    
+    bars2 = ax2.bar(data['指数'], data['涨跌幅(%)'], color=colors, alpha=0.7)
+    ax2.set_title('涨跌幅', fontsize=14, fontweight='bold')
+    ax2.set_ylabel('涨跌幅 (%)')
+    ax2.axhline(y=0, color='black', linestyle='-', linewidth=0.5)
+    ax2.grid(axis='y', linestyle='--', alpha=0.3)
+    
+    for bar in bars2:
+        height = bar.get_height()
+        va = 'bottom' if height > 0 else 'top'
+        ax2.text(bar.get_x() + bar.get_width()/2., height,
+                 f'{height:+.2f}%', ha='center', va=va, fontweight='bold')
+    
+    plt.suptitle('A股市场概况', fontsize=18, fontweight='bold')
+    plt.tight_layout()
+    
+    from pathlib import Path
+    output_path = Path(output_dir) / 'market_analysis.png'
+    plt.savefig(str(output_path), dpi=150, bbox_inches='tight')
+    plt.close()
+    
+    logger.info(f"市场分析图已生成: {output_path}")
+    return str(output_path)
+
+if __name__ == "__main__":
+    from pathlib import Path
+    generate(Path.cwd())
--- a/ppt_manager/scripts/trade_chart.py
+++ b/ppt_manager/scripts/trade_chart.py
@@ -0,0 +1,34 @@
+import pandas as pd
+import numpy as np
+from loguru import logger
+
+def generate(output_dir):
+    logger.info("开始生成进出口贸易图表")
+    
+    months = ['1月', '2月', '3月', '4月', '5月', '6月']
+    exports = np.random.randint(2800, 3200, 6)
+    imports = np.random.randint(2000, 2400, 6)
+    
+    data = pd.DataFrame({
+        '月份': months,
+        '出口(亿美元)': exports,
+        '进口(亿美元)': imports
+    })
+    data = data.set_index('月份')
+    
+    from dynamic_generator import DynamicContentGenerator
+    generator = DynamicContentGenerator()
+    output_path = generator.generate_chart_matplotlib(
+        data,
+        title='进出口贸易情况',
+        x_label='月份',
+        y_label='金额 (亿美元)',
+        filename='trade_chart.png',
+        kind='bar'
+    )
+    
+    return output_path
+
+if __name__ == "__main__":
+    from pathlib import Path
+    generate(Path.cwd())
--- a/ppt_manager/src/init.py
+++ b/ppt_manager/src/init.py
--- a/ppt_manager/src/config_loader.py
+++ b/ppt_manager/src/config_loader.py
@@ -0,0 +1,39 @@
+import yaml
+import os
+from pathlib import Path
+from loguru import logger
+
+class ConfigLoader:
+    def __init__(self, config_path=None):
+        if config_path is None:
+            base_dir = Path(__file__).parent.parent
+            config_path = base_dir / "config" / "project_config.yaml"
+        
+        self.config_path = Path(config_path)
+        self.config = self._load_config()
+        logger.info(f"配置文件已加载: {self.config_path}")
+    
+    def _load_config(self):
+        with open(self.config_path, 'r', encoding='utf-8') as f:
+            return yaml.safe_load(f)
+    
+    def get_project(self, project_name):
+        return self.config.get('projects', {}).get(project_name)
+    
+    def get_all_projects(self):
+        return self.config.get('projects', {})
+    
+    def get_settings(self):
+        return self.config.get('settings', {})
+    
+    def get_dynamic_script(self, project_name, dynamic_key):
+        project = self.get_project(project_name)
+        if project:
+            return project.get('dynamic_generators', {}).get(dynamic_key)
+        return None
+    
+    def get_slide_mapping(self, project_name):
+        project = self.get_project(project_name)
+        if project:
+            return project.get('slide_mapping', {})
+        return {}
--- a/ppt_manager/src/dynamic_generator.py
+++ b/ppt_manager/src/dynamic_generator.py
@@ -0,0 +1,93 @@
+import subprocess
+import sys
+from pathlib import Path
+from loguru import logger
+import importlib.util
+import pandas as pd
+import matplotlib.pyplot as plt
+import plotly.express as px
+import plotly.io as pio
+
+class DynamicContentGenerator:
+    def __init__(self, base_dir=None):
+        if base_dir is None:
+            self.base_dir = Path(__file__).parent.parent
+        else:
+            self.base_dir = Path(base_dir)
+        self.dynamic_content_dir = self.base_dir / "dynamic_content"
+        self.dynamic_content_dir.mkdir(parents=True, exist_ok=True)
+        logger.info(f"动态内容生成器初始化, 输出目录: {self.dynamic_content_dir}")
+    
+    def run_script(self, script_path):
+        script_file = self.base_dir / script_path
+        if not script_file.exists():
+            logger.error(f"脚本文件不存在: {script_file}")
+            return None
+        
+        logger.info(f"执行动态脚本: {script_file}")
+        try:
+            spec = importlib.util.spec_from_file_location("dynamic_module", str(script_file))
+            module = importlib.util.module_from_spec(spec)
+            spec.loader.exec_module(module)
+            
+            if hasattr(module, 'generate'):
+                result = module.generate(self.dynamic_content_dir)
+                logger.success(f"脚本执行完成: {result}")
+                return result
+            else:
+                logger.error(f"脚本中没有找到 generate() 函数")
+                return None
+        except Exception as e:
+            logger.exception(f"执行脚本时出错: {e}")
+            return None
+    
+    def generate_chart_matplotlib(self, data, title, x_label, y_label, filename, kind='line'):
+        plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei']
+        plt.rcParams['axes.unicode_minus'] = False
+        
+        fig, ax = plt.subplots(figsize=(12, 7))
+        
+        if kind == 'line':
+            if isinstance(data, pd.DataFrame):
+                data.plot(ax=ax, kind='line', linewidth=2, marker='o')
+            else:
+                ax.plot(data)
+        elif kind == 'bar':
+            if isinstance(data, pd.DataFrame):
+                data.plot(ax=ax, kind='bar')
+            else:
+                ax.bar(range(len(data)), data)
+        
+        ax.set_title(title, fontsize=16, fontweight='bold')
+        ax.set_xlabel(x_label, fontsize=12)
+        ax.set_ylabel(y_label, fontsize=12)
+        ax.grid(True, linestyle='--', alpha=0.7)
+        plt.legend()
+        plt.tight_layout()
+        
+        output_path = self.dynamic_content_dir / filename
+        plt.savefig(str(output_path), dpi=150, bbox_inches='tight')
+        plt.close()
+        logger.info(f"图表已生成: {output_path}")
+        return str(output_path)
+    
+    def generate_chart_plotly(self, data, title, x_label, y_label, filename, kind='line'):
+        if isinstance(data, pd.DataFrame):
+            if kind == 'line':
+                fig = px.line(data, title=title)
+            elif kind == 'bar':
+                fig = px.bar(data, title=title)
+        else:
+            fig = px.line(y=data, title=title)
+        
+        fig.update_layout(
+            xaxis_title=x_label,
+            yaxis_title=y_label,
+            font=dict(family="Microsoft YaHei, SimHei"),
+            title_x=0.5
+        )
+        
+        output_path = self.dynamic_content_dir / filename
+        pio.write_image(fig, str(output_path), width=1200, height=700, scale=2)
+        logger.info(f"Plotly图表已生成: {output_path}")
+        return str(output_path)
--- a/ppt_manager/src/ppt_core.py
+++ b/ppt_manager/src/ppt_core.py
@@ -0,0 +1,71 @@
+from pptx import Presentation
+from pptx.util import Inches, Pt
+from pptx.enum.text import PP_ALIGN
+from pathlib import Path
+from loguru import logger
+import os
+
+class PPTCore:
+    def __init__(self, base_dir=None):
+        if base_dir is None:
+            self.base_dir = Path(__file__).parent.parent
+        else:
+            self.base_dir = Path(base_dir)
+        logger.info(f"PPT核心模块初始化, 基础目录: {self.base_dir}")
+    
+    def load_static_ppt(self, static_ppt_path):
+        ppt_path = self.base_dir / static_ppt_path
+        logger.info(f"加载静态PPT: {ppt_path}")
+        if not ppt_path.exists():
+            logger.error(f"静态PPT文件不存在: {ppt_path}")
+            raise FileNotFoundError(f"静态PPT文件不存在: {ppt_path}")
+        return Presentation(str(ppt_path))
+    
+    def create_new_ppt(self):
+        return Presentation()
+    
+    def copy_slide(self, source_prs, target_prs, slide_index):
+        source_slide = source_prs.slides[slide_index - 1]
+        slide_layout = target_prs.slide_layouts[6] if len(target_prs.slide_layouts) > 6 else target_prs.slide_layouts[0]
+        new_slide = target_prs.slides.add_slide(slide_layout)
+        
+        for shp in new_slide.shapes:
+            sp = shp.element
+            sp.getparent().remove(sp)
+        
+        for shape in source_slide.shapes:
+            el = shape.element
+            new_slide.shapes._spTree.insert_element_before(el, 'p:extLst')
+        
+        logger.debug(f"已复制第 {slide_index} 页")
+        return new_slide
+    
+    def insert_image_to_slide(self, slide, image_path, left=1, top=1.5, width=8, height=5):
+        left_inch = Inches(left)
+        top_inch = Inches(top)
+        width_inch = Inches(width)
+        height_inch = Inches(height)
+        
+        slide.shapes.add_picture(str(image_path), left_inch, top_inch, width_inch, height_inch)
+        logger.info(f"已插入图片: {image_path}")
+    
+    def add_title_to_slide(self, slide, title_text, font_size=24, is_bold=True):
+        left = Inches(0.5)
+        top = Inches(0.2)
+        width = Inches(9)
+        height = Inches(0.8)
+        
+        title_box = slide.shapes.add_textbox(left, top, width, height)
+        tf = title_box.text_frame
+        tf.text = title_text
+        p = tf.paragraphs[0]
+        p.font.size = Pt(font_size)
+        p.font.bold = is_bold
+        p.alignment = PP_ALIGN.CENTER
+    
+    def save_ppt(self, prs, output_path):
+        output_file = self.base_dir / output_path
+        output_file.parent.mkdir(parents=True, exist_ok=True)
+        prs.save(str(output_file))
+        logger.success(f"PPT已保存: {output_file}")
+        return str(output_file)
--- a/ppt_manager/src/ppt_generator.py
+++ b/ppt_manager/src/ppt_generator.py
@@ -0,0 +1,119 @@
+from pathlib import Path
+from loguru import logger
+from datetime import datetime
+import sys
+
+sys.path.insert(0, str(Path(__file__).parent))
+
+from config_loader import ConfigLoader
+from ppt_core import PPTCore
+from dynamic_generator import DynamicContentGenerator
+
+class PPTGenerator:
+    def __init__(self, base_dir=None):
+        if base_dir is None:
+            self.base_dir = Path(__file__).parent.parent
+        else:
+            self.base_dir = Path(base_dir)
+        
+        self.config_loader = ConfigLoader()
+        self.ppt_core = PPTCore(self.base_dir)
+        self.dynamic_generator = DynamicContentGenerator(self.base_dir)
+        
+        log_file = self.base_dir / "logs" / f"ppt_generator_{datetime.now().strftime('%Y%m%d')}.log"
+        log_file.parent.mkdir(parents=True, exist_ok=True)
+        logger.add(str(log_file), rotation="10 MB", level="INFO", encoding="utf-8")
+        
+        logger.info("PPT生成器初始化完成")
+    
+    def generate_project(self, project_name):
+        logger.info(f"开始生成项目: {project_name}")
+        
+        project_config = self.config_loader.get_project(project_name)
+        if not project_config:
+            logger.error(f"找不到项目配置: {project_name}")
+            return None
+        
+        slide_mapping = self.config_loader.get_slide_mapping(project_name)
+        total_slides = project_config.get('total_slides', 0)
+        static_ppt_path = project_config.get('static_ppt', '')
+        
+        logger.info(f"加载静态PPT: {static_ppt_path}")
+        logger.info(f"总页数: {total_slides}")
+        
+        dynamic_generated_files = {}
+        for slide_num, mapping in slide_mapping.items():
+            if mapping != 'static':
+                script_path = self.config_loader.get_dynamic_script(project_name, mapping)
+                if script_path:
+                    logger.info(f"执行第 {slide_num} 页动态脚本: {script_path}")
+                    result = self.dynamic_generator.run_script(script_path)
+                    if result:
+                        dynamic_generated_files[slide_num] = result
+                        logger.success(f"第 {slide_num} 页动态内容生成成功: {result}")
+        
+        try:
+            source_prs = self.ppt_core.load_static_ppt(static_ppt_path)
+            target_prs = self.ppt_core.create_new_ppt()
+            
+            for slide_num in range(1, total_slides + 1):
+                mapping = slide_mapping.get(slide_num, 'static')
+                
+                if mapping == 'static':
+                    logger.info(f"处理第 {slide_num} 页: 静态内容")
+                    if slide_num - 1 < len(source_prs.slides):
+                        self.ppt_core.copy_slide(source_prs, target_prs, slide_num)
+                    else:
+                        logger.warning(f"静态PPT中缺少第 {slide_num} 页，创建空白页")
+                        slide_layout = target_prs.slide_layouts[6] if len(target_prs.slide_layouts) > 6 else target_prs.slide_layouts[0]
+                        target_prs.slides.add_slide(slide_layout)
+                else:
+                    logger.info(f"处理第 {slide_num} 页: 动态内容 - {mapping}")
+                    slide_layout = target_prs.slide_layouts[6] if len(target_prs.slide_layouts) > 6 else target_prs.slide_layouts[0]
+                    new_slide = target_prs.slides.add_slide(slide_layout)
+                    
+                    self.ppt_core.add_title_to_slide(new_slide, f"第{slide_num}页 - 动态更新内容", font_size=20)
+                    
+                    if slide_num in dynamic_generated_files:
+                        image_path = dynamic_generated_files[slide_num]
+                        if Path(image_path).exists():
+                            self.ppt_core.insert_image_to_slide(new_slide, image_path, left=0.8, top=1.2, width=8.5, height=5)
+            
+            output_filename = f"{project_name}_{datetime.now().strftime('%Y%m%d_%H%M%S')}.pptx"
+            output_path = Path("output") / output_filename
+            final_path = self.ppt_core.save_ppt(target_prs, str(output_path))
+            
+            logger.success(f"=" * 50)
+            logger.success(f"项目 {project_name} 生成完成!")
+            logger.success(f"输出文件: {final_path}")
+            logger.success(f"=" * 50)
+            
+            return final_path
+            
+        except Exception as e:
+            logger.exception(f"生成PPT时发生错误: {e}")
+            return None
+    
+    def list_projects(self):
+        projects = self.config_loader.get_all_projects()
+        result = []
+        for key, info in projects.items():
+            result.append({
+                'id': key,
+                'name': info.get('name', key),
+                'total_slides': info.get('total_slides', 0),
+                'slide_mapping': info.get('slide_mapping', {})
+            })
+        return result
+
+if __name__ == "__main__":
+    generator = PPTGenerator()
+    
+    if len(sys.argv) > 1:
+        project_name = sys.argv[1]
+        generator.generate_project(project_name)
+    else:
+        print("可用项目:")
+        for proj in generator.list_projects():
+            print(f"  - {proj['id']}: {proj['name']} ({proj['total_slides']}页)")
+        print("\n使用方法: python ppt_generator.py <项目名称>")
--- a/ppt_manager/templates/index.html
+++ b/ppt_manager/templates/index.html
@@ -0,0 +1,179 @@
+<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>PPT智能管理系统</title>
+    <script src="https://cdn.tailwindcss.com"></script>
+    <style>
+        @keyframes spin {
+            to { transform: rotate(360deg); }
+        }
+        .animate-spin {
+            animation: spin 1s linear infinite;
+        }
+    </style>
+</head>
+<body class="bg-gradient-to-br from-blue-50 to-indigo-100 min-h-screen">
+    <div class="container mx-auto px-4 py-8 max-w-5xl">
+        <div class="text-center mb-10">
+            <h1 class="text-4xl font-bold text-transparent bg-clip-text bg-gradient-to-r from-blue-600 to-purple-600 mb-3">
+                📊 PPT智能管理系统
+            </h1>
+            <p class="text-gray-600 text-lg">静态模板 + 动态数据 = 一键生成最新报告</p>
+        </div>
+
+        <div class="grid md:grid-cols-2 gap-6 mb-8">
+            <div class="bg-white rounded-2xl shadow-xl p-6">
+                <h2 class="text-xl font-semibold text-gray-800 mb-4 flex items-center">
+                    <span class="mr-2">📁</span> 可用项目
+                </h2>
+                
+                <div id="projects-list" class="space-y-3">
+                    {% for project in projects %}
+                    <div class="project-card border-2 border-gray-200 hover:border-blue-400 rounded-xl p-4 transition-all duration-300 hover:shadow-md cursor-pointer" data-project="{{ project.id }}">
+                        <div class="flex justify-between items-center">
+                            <div>
+                                <h3 class="font-bold text-gray-800">{{ project.name }}</h3>
+                                <p class="text-sm text-gray-500">共 {{ project.total_slides }} 页</p>
+                            </div>
+                            <button onclick="generatePPT('{{ project.id }}')" 
+                                    class="bg-gradient-to-r from-blue-500 to-blue-600 hover:from-blue-600 hover:to-blue-700 text-white px-5 py-2.5 rounded-lg font-medium transition-all duration-300 transform hover:scale-105 shadow-md hover:shadow-lg">
+                                🚀 开始生成
+                            </button>
+                        </div>
+                        <div class="mt-3 text-xs text-gray-500">
+                            <span class="bg-green-100 text-green-700 px-2 py-1 rounded-full mr-1">
+                                静态: {{ project.slide_mapping.values() | list | count('static') }} 页
+                            </span>
+                            <span class="bg-orange-100 text-orange-700 px-2 py-1 rounded-full">
+                                动态: {{ project.total_slides - (project.slide_mapping.values() | list | count('static')) }} 页
+                            </span>
+                        </div>
+                    </div>
+                    {% endfor %}
+                </div>
+
+                <div id="status" class="mt-4 hidden">
+                    <div class="bg-blue-50 border border-blue-200 rounded-lg p-4">
+                        <div class="flex items-center">
+                            <svg class="animate-spin h-5 w-5 mr-3 text-blue-500" viewBox="0 0 24 24">
+                                <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4" fill="none"></circle>
+                                <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+                            </svg>
+                            <span id="status-text" class="text-blue-700 font-medium">正在生成PPT，请稍候...</span>
+                        </div>
+                    </div>
+                </div>
+
+                <div id="result" class="mt-4 hidden">
+                    <div class="bg-green-50 border border-green-200 rounded-lg p-4">
+                        <div class="flex items-center justify-between">
+                            <div>
+                                <p class="text-green-700 font-bold">✅ PPT生成成功！</p>
+                                <p id="result-filename" class="text-green-600 text-sm mt-1"></p>
+                            </div>
+                            <a id="download-btn" href="#" class="bg-green-500 hover:bg-green-600 text-white px-4 py-2 rounded-lg font-medium transition-colors">
+                                📥 下载文件
+                            </a>
+                        </div>
+                    </div>
+                </div>
+
+                <div id="error" class="mt-4 hidden">
+                    <div class="bg-red-50 border border-red-200 rounded-lg p-4">
+                        <p class="text-red-700 font-bold">❌ 生成失败</p>
+                        <p id="error-message" class="text-red-600 text-sm mt-1"></p>
+                    </div>
+                </div>
+            </div>
+
+            <div class="bg-white rounded-2xl shadow-xl p-6">
+                <h2 class="text-xl font-semibold text-gray-800 mb-4 flex items-center">
+                    <span class="mr-2">📋</span> 已生成文件
+                </h2>
+                <div id="files-list" class="space-y-2 max-h-96 overflow-y-auto">
+                    <p class="text-gray-500 text-sm">加载中...</p>
+                </div>
+            </div>
+        </div>
+
+        <div class="bg-white rounded-2xl shadow-xl p-6">
+            <h2 class="text-xl font-semibold text-gray-800 mb-4 flex items-center">
+                <span class="mr-2">📖</span> 使用说明
+            </h2>
+            <div class="grid md:grid-cols-3 gap-4 text-sm">
+                <div class="bg-gray-50 rounded-xl p-4">
+                    <h3 class="font-bold text-gray-700 mb-2">1️⃣ 准备静态模板</h3>
+                    <p class="text-gray-600">将固定不变的PPT模板放入 static_ppt 目录</p>
+                </div>
+                <div class="bg-gray-50 rounded-xl p-4">
+                    <h3 class="font-bold text-gray-700 mb-2">2️⃣ 配置页面映射</h3>
+                    <p class="text-gray-600">在 config/project_config.yaml 中配置每页是静态或动态</p>
+                </div>
+                <div class="bg-gray-50 rounded-xl p-4">
+                    <h3 class="font-bold text-gray-700 mb-2">3️⃣ 编写动态脚本</h3>
+                    <p class="text-gray-600">在 scripts 目录编写数据爬取和图表生成脚本</p>
+                </div>
+            </div>
+        </div>
+    </div>
+
+    <script>
+        function generatePPT(projectName) {
+            const statusEl = document.getElementById('status');
+            const resultEl = document.getElementById('result');
+            const errorEl = document.getElementById('error');
+            
+            statusEl.classList.remove('hidden');
+            resultEl.classList.add('hidden');
+            errorEl.classList.add('hidden');
+            
+            fetch(`/api/generate/${projectName}`, { method: 'POST' })
+                .then(response => response.json())
+                .then(data => {
+                    statusEl.classList.add('hidden');
+                    if (data.success) {
+                        resultEl.classList.remove('hidden');
+                        document.getElementById('result-filename').textContent = data.filename;
+                        document.getElementById('download-btn').href = data.download_url;
+                        loadFiles();
+                    } else {
+                        errorEl.classList.remove('hidden');
+                        document.getElementById('error-message').textContent = data.message;
+                    }
+                })
+                .catch(err => {
+                    statusEl.classList.add('hidden');
+                    errorEl.classList.remove('hidden');
+                    document.getElementById('error-message').textContent = err.message;
+                });
+        }
+        
+        function loadFiles() {
+            fetch('/api/files')
+                .then(response => response.json())
+                .then(data => {
+                    const filesList = document.getElementById('files-list');
+                    if (data.files.length === 0) {
+                        filesList.innerHTML = '<p class="text-gray-500 text-sm">暂无生成的文件</p>';
+                    } else {
+                        filesList.innerHTML = data.files.map(f => `
+                            <div class="flex justify-between items-center bg-gray-50 rounded-lg p-3 hover:bg-gray-100 transition-colors">
+                                <div>
+                                    <p class="font-medium text-gray-700 text-sm">${f.name}</p>
+                                    <p class="text-xs text-gray-500">${f.size} MB</p>
+                                </div>
+                                <a href="/download/${f.name}" class="text-blue-500 hover:text-blue-700 text-sm font-medium">
+                                    下载
+                                </a>
+                            </div>
+                        `).join('');
+                    }
+                });
+        }
+        
+        loadFiles();
+    </script>
+</body>
+</html>