396 lines
12 KiB
Python
396 lines
12 KiB
Python
import os
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import sys
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import json
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import requests
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from datetime import datetime
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from dotenv import load_dotenv
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import pathlib
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# Load .env from the same directory as this script
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env_path = pathlib.Path(__file__).parent / ".env"
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load_dotenv(dotenv_path=env_path)
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# =================================================================
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# Configuration
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# =================================================================
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API_KEY = os.getenv("OPENAI_API_KEY")
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BASE_URL = os.getenv("OPENAI_BASE_URL")
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MODEL = os.getenv("OPENAI_MODEL", "gpt-4o") # Default to gpt-4o if not set
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if not API_KEY or not BASE_URL:
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print(
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"Error: OPENAI_API_KEY and OPENAI_BASE_URL environment variables must be set."
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)
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sys.exit(1)
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# =================================================================
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# Prompts (Extracted from 信息图.py)
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# =================================================================
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SYSTEM_PROMPT_INFOGRAPHIC_ASSISTANT = """
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You are a professional infographic design expert who can analyze user-provided text content and convert it into AntV Infographic syntax format.
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## Infographic Syntax Specification
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Infographic syntax is a Mermaid-like declarative syntax for describing infographic templates, data, and themes.
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### Syntax Rules
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- Entry uses `infographic <template-name>`
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- Key-value pairs are separated by spaces, **absolutely NO colons allowed**
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- Use two spaces for indentation
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- Object arrays use `-` with line breaks
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⚠️ **IMPORTANT WARNING: This is NOT YAML format!**
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- ❌ Wrong: `children:` `items:` `data:` (with colons)
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- ✅ Correct: `children` `items` `data` (without colons)
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### Template Library & Selection Guide
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#### 1. List & Hierarchy (Text-heavy)
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- **Linear & Short (Steps/Phases)** -> `list-row-horizontal-icon-arrow`
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- **Linear & Long (Rankings/Details)** -> `list-vertical`
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- **Grouped / Parallel (Features/Catalog)** -> `list-grid`
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- **Hierarchical (Org Chart/Taxonomy)** -> `tree-vertical` or `tree-horizontal`
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- **Central Idea (Brainstorming)** -> `mindmap`
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#### 2. Sequence & Relationship (Flow-based)
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- **Time-based (History/Plan)** -> `sequence-roadmap-vertical-simple`
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- **Process Flow (Complex)** -> `sequence-zigzag` or `sequence-horizontal`
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- **Resource Flow / Distribution** -> `relation-sankey`
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- **Circular Relationship** -> `relation-circle`
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#### 3. Comparison & Analysis
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- **Binary Comparison (A vs B)** -> `compare-binary`
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- **SWOT Analysis** -> `compare-swot`
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- **Multi-item Comparison Table** -> `compare-table`
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- **Quadrant Analysis (Importance vs Urgency)** -> `quadrant-quarter`
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#### 4. Charts & Data (Metric-heavy)
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- **Key Metrics / Data Cards** -> `statistic-card`
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- **Distribution / Comparison** -> `chart-bar` or `chart-column`
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- **Trend over Time** -> `chart-line` or `chart-area`
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- **Proportion / Part-to-Whole** -> `chart-pie` or `chart-doughnut`
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### Infographic Syntax Guide
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#### 1. Structure
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- **Entry**: `infographic <template-name>`
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- **Blocks**: `data`, `theme`, `design` (optional)
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- **Format**: Key-value pairs separated by spaces, 2-space indentation.
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- **Arrays**: Object arrays use `-` (newline), simple arrays use inline values.
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#### 2. Data Block (`data`)
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- `title`: Main title
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- `desc`: Subtitle or description
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- `items`: List of data items
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- - `label`: Item title
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- - `value`: Numerical value (required for Charts/Stats)
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- - `desc`: Item description (optional)
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- - `icon`: Icon name (e.g., `mdi/rocket-launch`)
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- - `time`: Time label (Optional, for Roadmap/Sequence)
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- - `children`: Nested items (ONLY for Tree/Mindmap/Sankey/SWOT)
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- - `illus`: Illustration name (ONLY for Quadrant)
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#### 3. Theme Block (`theme`)
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- `colorPrimary`: Main color (Hex)
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- `colorBg`: Background color (Hex)
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- `palette`: Color list (Space separated)
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- `textColor`: Text color (Hex)
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- `stylize`: Style effect (e.g., `rough`, `flat`)
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### Examples
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#### Chart (Bar Chart)
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infographic chart-bar
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data
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title Revenue Growth
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desc Monthly revenue in 2024
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items
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- label Jan
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value 1200
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- label Feb
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value 1500
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- label Mar
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value 1800
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#### Comparison (SWOT)
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infographic compare-swot
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data
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title Project SWOT
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items
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- label Strengths
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children
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- label Strong team
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- label Innovative tech
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- label Weaknesses
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children
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- label Limited budget
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- label Opportunities
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children
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- label Emerging market
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- label Threats
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children
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- label High competition
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#### Relationship (Sankey)
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infographic relation-sankey
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data
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title Energy Flow
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items
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- label Solar
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value 100
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children
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- label Grid
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value 60
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- label Battery
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value 40
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- label Wind
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value 80
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children
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- label Grid
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value 80
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#### Quadrant (Importance vs Urgency)
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infographic quadrant-quarter
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data
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title Task Management
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items
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- label Critical Bug
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desc Fix immediately
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illus mdi/bug
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- label Feature Request
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desc Plan for next sprint
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illus mdi/star
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### Output Rules
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1. **Strict Syntax**: Follow the indentation and formatting rules exactly.
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2. **No Explanations**: Output ONLY the syntax code block.
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3. **Language**: Use the user's requested language for content.
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"""
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USER_PROMPT_GENERATE_INFOGRAPHIC = """
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请分析以下文本内容，将其核心信息转换为 AntV Infographic 语法格式。
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---
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**用户上下文信息:**
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用户姓名: {user_name}
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当前日期时间: {current_date_time_str}
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用户语言: {user_language}
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---
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**文本内容:**
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{long_text_content}
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请根据文本特点选择最合适的信息图模板，并输出规范的 infographic 语法。注意保持正确的缩进格式（两个空格）。
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"""
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# =================================================================
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# Test Cases
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# =================================================================
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TEST_CASES = [
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{
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"name": "List Grid (Features)",
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"content": """
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MiniMax 2025 模型矩阵全解析：
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1. 极致 MoE 架构优化：国内首批 MoE 路线坚定者。
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2. Video-01 视频生成：杀手锏级多模态能力。
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3. 情感陪伴与角色扮演：源自星野基因。
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4. 超长上下文与精准召回：支持 128k+ 窗口。
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""",
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},
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{
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"name": "Tree Vertical (Hierarchy)",
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"content": """
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公司组织架构：
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- 研发部
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- 后端组
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- 前端组
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- 市场部
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- 销售组
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- 推广组
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""",
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},
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{
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"name": "Statistic Card (Metrics)",
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"content": """
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2024年Q4 核心指标：
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- 总用户数：1,234,567
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- 日活跃用户：89%
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- 营收增长：+45%
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""",
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},
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{
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"name": "Mindmap (Brainstorming)",
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"content": """
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人工智能的应用领域：
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- 生成式 AI：文本生成、图像生成、视频生成
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- 预测性 AI：股市预测、天气预报
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- 决策 AI：自动驾驶、游戏博弈
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""",
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},
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{
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"name": "SWOT Analysis",
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"content": """
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某初创咖啡品牌的 SWOT 分析：
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优势：产品口味独特，选址精准。
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劣势：品牌知名度低，资金压力大。
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机会：线上外卖市场增长，年轻人对精品咖啡需求增加。
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威胁：行业巨头价格战，原材料成本上涨。
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""",
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},
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{
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"name": "Sankey (Relationship)",
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"content": """
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家庭月度开支流向：
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总收入 10000 元。
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其中 4000 元用于房贷。
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3000 元用于日常消费（包括 2000 元餐饮，1000 元交通）。
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2000 元用于教育培训。
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1000 元存入银行。
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""",
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},
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{
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"name": "Quadrant (Analysis)",
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"content": """
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个人任务象限分析：
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- 紧急且重要：修复线上紧急 Bug，准备下午的客户会议。
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- 重要不紧急：制定年度学习计划，健身锻炼。
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- 紧急不重要：回复琐碎的邮件，接听推销电话。
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- 不紧急不重要：刷社交媒体，看无聊的综艺。
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""",
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},
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{
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"name": "Chart Bar (Data)",
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"content": """
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2023年各季度营收情况（亿元）：
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第一季度：12.5
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第二季度：15.8
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第三季度：14.2
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第四季度：18.9
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""",
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},
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]
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# =================================================================
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# Helper Functions
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# =================================================================
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def generate_infographic(content):
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now = datetime.now()
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current_date_time_str = now.strftime("%Y年%m月%d日 %H:%M:%S")
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formatted_user_prompt = USER_PROMPT_GENERATE_INFOGRAPHIC.format(
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user_name="TestUser",
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current_date_time_str=current_date_time_str,
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user_language="zh-CN",
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long_text_content=content,
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)
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headers = {"Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json"}
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payload = {
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"model": MODEL,
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"messages": [
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{"role": "system", "content": SYSTEM_PROMPT_INFOGRAPHIC_ASSISTANT},
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{"role": "user", "content": formatted_user_prompt},
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],
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"stream": False,
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}
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try:
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response = requests.post(
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f"{BASE_URL}/chat/completions", headers=headers, json=payload
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)
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response.raise_for_status()
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return response.json()["choices"][0]["message"]["content"]
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except Exception as e:
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print(f"API Request Failed: {e}")
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return None
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def validate_syntax(syntax):
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if not syntax:
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return False, "Empty output"
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# Basic checks
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if "infographic" not in syntax.lower():
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return False, "Missing 'infographic' keyword"
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if "data" not in syntax.lower() and "items" not in syntax.lower():
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return False, "Missing 'data' or 'items' block"
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# Check for colons in keys (simple heuristic)
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lines = syntax.split("\n")
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for line in lines:
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stripped = line.strip()
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if not stripped:
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continue
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# Ignore lines that are likely values or descriptions containing colons
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first_word = stripped.split()[0]
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if first_word in ["title", "desc", "label", "value", "time", "icon"]:
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continue # These can have colons in value
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# Check for key: pattern at start of line
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if re.match(r"^\w+:", stripped):
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return False, f"Found colon in key: {stripped}"
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return True, "Syntax looks valid"
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# =================================================================
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# Main Execution
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# =================================================================
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import re
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def main():
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print(f"Starting Infographic Generation Verification...")
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print(f"API: {BASE_URL}")
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print(f"Model: {MODEL}")
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print("-" * 50)
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results = []
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for case in TEST_CASES:
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print(f"\nTesting Case: {case['name']}")
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print("Generating...")
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output = generate_infographic(case["content"])
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if output:
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# Clean output (remove markdown code blocks if present)
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clean_output = output
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if "```" in output:
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match = re.search(
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r"```(?:infographic|mermaid)?\s*(.*?)\s*```", output, re.DOTALL
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)
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if match:
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clean_output = match.group(1).strip()
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print(f"Output Preview:\n{clean_output[:200]}...")
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is_valid, message = validate_syntax(clean_output)
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if is_valid:
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print(f"✅ Validation Passed: {message}")
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results.append({"name": case["name"], "status": "PASS"})
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else:
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print(f"❌ Validation Failed: {message}")
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print(f"Full Output:\n{output}")
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results.append({"name": case["name"], "status": "FAIL"})
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else:
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print("❌ Generation Failed")
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results.append({"name": case["name"], "status": "ERROR"})
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print("\n" + "=" * 50)
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print("Summary")
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print("=" * 50)
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for res in results:
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print(f"{res['name']}: {res['status']}")
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if __name__ == "__main__":
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main()
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