change to Nebius API
Browse files- FETCH_HEAD +0 -0
- app.py +96 -83
- requirements.txt +2 -2
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app.py
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@@ -6,21 +6,21 @@ from PIL import Image
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import httpx
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import html
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from lzstring import LZString
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import
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# --- 默认API配置 ---
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DEEPSEEK_BASE_URL = "https://api.deepseek.com"
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# --- 核心工具函数 ---
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def analyze_image(image: Image.Image,
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"""
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Analyze an uploaded image and provide a detailed description of its content and layout.
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Args:
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image: The PIL Image object to analyze
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-
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Returns:
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A detailed description of the image content, layout, and website type
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return "Error: No image provided"
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# 使用提供的API密钥或默认密钥
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api_key =
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if not api_key:
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return "Error:
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try:
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# 配置
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# 转换图片为base64
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buffered = io.BytesIO()
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image.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
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#
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model = genai.GenerativeModel(model_name="gemini-2.5-flash-preview-05-20")
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prompt = """
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Analyze this image and provide a concise description.
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Describe the main elements, colors, layout, and UI components.
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@@ -52,23 +54,39 @@ def analyze_image(image: Image.Image, gemini_api_key: str = "") -> str:
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Focus on structural and visual elements that would be important for recreating the design.
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"""
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response = model.generate_content(contents)
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return response.text
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except Exception as e:
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return f"Error analyzing image: {str(e)}"
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def generate_html_code(description: str,
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"""
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Generate HTML/CSS/JavaScript code based on a website description.
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Args:
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description: Detailed description of the website to generate
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-
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Returns:
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Complete HTML code with embedded CSS and JavaScript
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@@ -77,10 +95,10 @@ def generate_html_code(description: str, deepseek_api_key: str = "") -> str:
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return "Error: Invalid or missing description"
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# 使用提供的API密钥或默认密钥
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api_key =
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if not api_key:
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return "Error:
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prompt = f"""
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Generate a complete, responsive webpage based on this description:
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@@ -99,46 +117,38 @@ def generate_html_code(description: str, deepseek_api_key: str = "") -> str:
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Return only the complete HTML code starting with <!DOCTYPE html> and ending with </html>.
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"""
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headers = {
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"Authorization": f"Bearer {api_key}",
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"Content-Type": "application/json"
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}
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data = {
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"model": "deepseek-chat",
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"messages": [{"role": "user", "content": prompt}],
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"temperature": 0.7,
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"max_tokens": 8000
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}
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try:
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json=data,
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timeout=60
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)
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else:
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return
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except Exception as e:
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return f"Error generating HTML code: {str(e)}"
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@@ -198,7 +208,17 @@ def create_codesandbox(html_code: str) -> str:
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# 尝试创建sandbox
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import requests
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if response.status_code == 200:
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result = response.json()
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@@ -212,33 +232,32 @@ def create_codesandbox(html_code: str) -> str:
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except Exception as e:
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return f"Error creating CodeSandbox: {str(e)}"
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def screenshot_to_code(image: Image.Image,
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"""
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Complete pipeline: analyze image and generate corresponding HTML code.
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Args:
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image: Screenshot image to analyze
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deepseek_api_key: DeepSeek API key for code generation
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Returns:
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Tuple of (description, html_code)
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"""
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# 分析图片
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description = analyze_image(image,
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if description.startswith("Error"):
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return description, "Error: Cannot generate code due to image analysis failure"
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# 生成代码
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html_code = generate_html_code(description,
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return description, html_code
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# --- Gradio界面 ---
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with gr.Blocks(
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theme=gr.themes.Soft(),
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title="AI Website Generator - MCP Compatible",
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css="""
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.api-section { background: #f8f9fa; padding: 15px; border-radius: 8px; margin: 10px 0; }
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.tool-section { border: 1px solid #e0e0e0; padding: 15px; border-radius: 8px; margin: 10px 0; }
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) as app:
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gr.Markdown("""
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# 🚀 AI Website Generator (MCP Compatible)
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Transform website screenshots into functional HTML code using AI.
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**Features:**
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- 📸 Image analysis with
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- 💻 HTML/CSS/JS code generation with DeepSeek
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- 🌐 Direct CodeSandbox deployment
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- 🔧 MCP (Model Context Protocol) compatible
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# API配置
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with gr.Group():
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gr.Markdown("**API
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label="
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type="password",
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placeholder="Leave empty to use default",
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value=""
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)
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deepseek_key = gr.Textbox(
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label="DeepSeek API Key",
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type="password",
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placeholder="
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value=""
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)
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with gr.Column():
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gr.Markdown("#### 📸 Image Analysis Tool")
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img_tool = gr.Image(type="pil", label="Image")
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analyze_btn = gr.Button("Analyze Image")
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analysis_result = gr.Textbox(label="Analysis Result", lines=5)
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with gr.Column():
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gr.Markdown("#### 💻 Code Generation Tool")
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desc_input = gr.Textbox(label="Description", lines=3)
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code_btn = gr.Button("Generate Code")
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code_result = gr.Code(label="Generated Code", language="html")
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# 事件绑定
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generate_btn.click(
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fn=screenshot_to_code,
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inputs=[image_input,
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outputs=[description_output, html_output]
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)
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analyze_btn.click(
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fn=analyze_image,
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inputs=[img_tool,
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outputs=[analysis_result]
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)
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code_btn.click(
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fn=generate_html_code,
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inputs=[desc_input,
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outputs=[code_result]
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)
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import httpx
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import html
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from lzstring import LZString
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import os
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from openai import OpenAI
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# --- 默认API配置 ---
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DEFAULT_NEBIUS_API_KEY = "eyJhbGciOiJIUzI1NiIsImtpZCI6IlV6SXJWd1h0dnprLVRvdzlLZWstc0M1akptWXBvX1VaVkxUZlpnMDRlOFUiLCJ0eXAiOiJKV1QifQ.eyJzdWIiOiJnb29nbGUtb2F1dGgyfDEwNTA1MTQzMDg2MDMwMzIxNDEwMiIsInNjb3BlIjoib3BlbmlkIG9mZmxpbmVfYWNjZXNzIiwiaXNzIjoiYXBpX2tleV9pc3N1ZXIiLCJhdWQiOlsiaHR0cHM6Ly9uZWJpdXMtaW5mZXJlbmNlLmV1LmF1dGgwLmNvbS9hcGkvdjIvIl0sImV4cCI6MTkwNjU5ODA0NCwidXVpZCI6ImNkOGFiMWZlLTIxN2QtNDJlMy04OWUwLWM1YTg4MjcwMGVhNyIsIm5hbWUiOiJodW5nZ2luZyIsImV4cGlyZXNfYXQiOiIyMDMwLTA2LTAyVDAyOjM0OjA0KzAwMDAifQ.MA52QuIiNruK7_lX688RXAEI2TkcCOjcf_02XrpnhI8"
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NEBIUS_BASE_URL = "https://api.studio.nebius.com/v1/"
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# --- 核心工具函数 ---
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def analyze_image(image: Image.Image, nebius_api_key: str = "") -> str:
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"""
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Analyze an uploaded image and provide a detailed description of its content and layout.
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Args:
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image: The PIL Image object to analyze
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nebius_api_key: Nebius API key for image analysis
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Returns:
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A detailed description of the image content, layout, and website type
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return "Error: No image provided"
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# 使用提供的API密钥或默认密钥
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api_key = nebius_api_key.strip() if nebius_api_key.strip() else DEFAULT_NEBIUS_API_KEY
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if not api_key:
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return "Error: Nebius API key not provided"
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try:
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# 配置Nebius OpenAI客户端
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client = OpenAI(
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base_url=NEBIUS_BASE_URL,
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api_key=api_key,
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)
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# 转换图片为base64
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buffered = io.BytesIO()
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image.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
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# 创建提示
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prompt = """
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Analyze this image and provide a concise description.
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Describe the main elements, colors, layout, and UI components.
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Focus on structural and visual elements that would be important for recreating the design.
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"""
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# 使用Qwen2.5-VL-72B-Instruct模型进行图像分析
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response = client.chat.completions.create(
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model="Qwen/Qwen2.5-VL-72B-Instruct",
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messages=[
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{
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"role": "user",
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"content": [
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{"type": "text", "text": prompt},
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{
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"type": "image_url",
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"image_url": {
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"url": f"data:image/png;base64,{img_str}"
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}
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}
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]
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}
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],
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max_tokens=1000,
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temperature=0.7
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)
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return response.choices[0].message.content
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except Exception as e:
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return f"Error analyzing image: {str(e)}"
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def generate_html_code(description: str, nebius_api_key: str = "") -> str:
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"""
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Generate HTML/CSS/JavaScript code based on a website description.
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Args:
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description: Detailed description of the website to generate
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nebius_api_key: Nebius API key for code generation
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Returns:
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Complete HTML code with embedded CSS and JavaScript
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return "Error: Invalid or missing description"
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# 使用提供的API密钥或默认密钥
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api_key = nebius_api_key.strip() if nebius_api_key.strip() else DEFAULT_NEBIUS_API_KEY
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if not api_key:
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return "Error: Nebius API key not provided"
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prompt = f"""
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Generate a complete, responsive webpage based on this description:
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Return only the complete HTML code starting with <!DOCTYPE html> and ending with </html>.
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"""
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try:
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# 配置Nebius OpenAI客户端
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client = OpenAI(
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base_url=NEBIUS_BASE_URL,
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api_key=api_key,
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)
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# 使用DeepSeek-V3-0324模型进行代码生成
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response = client.chat.completions.create(
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model="deepseek-ai/DeepSeek-V3-0324",
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messages=[
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{"role": "user", "content": prompt}
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],
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max_tokens=8000,
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temperature=0.7
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)
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html_code = response.choices[0].message.content
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# 清理代码格式
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if html_code.strip().startswith("```html"):
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html_code = html_code.split("```html", 1)[1].strip()
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if html_code.strip().endswith("```"):
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html_code = html_code.rsplit("```", 1)[0].strip()
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# 确保代码完整性
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if "<!DOCTYPE html>" in html_code and "</html>" in html_code:
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start = html_code.find("<!DOCTYPE html>")
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end = html_code.rfind("</html>") + 7
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return html_code[start:end]
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else:
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return html_code
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except Exception as e:
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return f"Error generating HTML code: {str(e)}"
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# 尝试创建sandbox
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import requests
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# 尝试POST请求创建sandbox
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try:
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response = requests.post(
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"https://codesandbox.io/api/v1/sandboxes/define",
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json=parameters,
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timeout=10
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)
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except:
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# 如果POST失败,返回GET URL
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return codesandbox_url
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if response.status_code == 200:
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result = response.json()
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except Exception as e:
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return f"Error creating CodeSandbox: {str(e)}"
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def screenshot_to_code(image: Image.Image, nebius_api_key: str = "") -> tuple:
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"""
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Complete pipeline: analyze image and generate corresponding HTML code.
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Args:
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image: Screenshot image to analyze
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nebius_api_key: Nebius API key for both image analysis and code generation
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Returns:
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Tuple of (description, html_code)
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"""
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# 分析图片
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description = analyze_image(image, nebius_api_key)
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if description.startswith("Error"):
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return description, "Error: Cannot generate code due to image analysis failure"
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# 生成代码
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html_code = generate_html_code(description, nebius_api_key)
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return description, html_code
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|
| 257 |
# --- Gradio界面 ---
|
| 258 |
with gr.Blocks(
|
| 259 |
theme=gr.themes.Soft(),
|
| 260 |
+
title="AI Website Generator - MCP Compatible (Nebius)",
|
| 261 |
css="""
|
| 262 |
.api-section { background: #f8f9fa; padding: 15px; border-radius: 8px; margin: 10px 0; }
|
| 263 |
.tool-section { border: 1px solid #e0e0e0; padding: 15px; border-radius: 8px; margin: 10px 0; }
|
|
|
|
| 265 |
) as app:
|
| 266 |
|
| 267 |
gr.Markdown("""
|
| 268 |
+
# 🚀 AI Website Generator (MCP Compatible - Nebius)
|
| 269 |
|
| 270 |
+
Transform website screenshots into functional HTML code using Nebius AI.
|
| 271 |
|
| 272 |
**Features:**
|
| 273 |
+
- 📸 Image analysis with Qwen2.5-VL-72B-Instruct
|
| 274 |
+
- 💻 HTML/CSS/JS code generation with DeepSeek-V3-0324
|
| 275 |
- 🌐 Direct CodeSandbox deployment
|
| 276 |
- 🔧 MCP (Model Context Protocol) compatible
|
| 277 |
|
|
|
|
| 289 |
|
| 290 |
# API配置
|
| 291 |
with gr.Group():
|
| 292 |
+
gr.Markdown("**Nebius API Key (Required)**")
|
| 293 |
+
nebius_key = gr.Textbox(
|
| 294 |
+
label="Nebius API Key",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 295 |
type="password",
|
| 296 |
+
placeholder="Enter your Nebius API key",
|
| 297 |
value=""
|
| 298 |
)
|
| 299 |
|
|
|
|
| 339 |
with gr.Column():
|
| 340 |
gr.Markdown("#### 📸 Image Analysis Tool")
|
| 341 |
img_tool = gr.Image(type="pil", label="Image")
|
| 342 |
+
nebius_key_tool = gr.Textbox(label="Nebius API Key", type="password")
|
| 343 |
analyze_btn = gr.Button("Analyze Image")
|
| 344 |
analysis_result = gr.Textbox(label="Analysis Result", lines=5)
|
| 345 |
|
| 346 |
with gr.Column():
|
| 347 |
gr.Markdown("#### 💻 Code Generation Tool")
|
| 348 |
desc_input = gr.Textbox(label="Description", lines=3)
|
| 349 |
+
nebius_key_tool2 = gr.Textbox(label="Nebius API Key", type="password")
|
| 350 |
code_btn = gr.Button("Generate Code")
|
| 351 |
code_result = gr.Code(label="Generated Code", language="html")
|
| 352 |
|
| 353 |
# 事件绑定
|
| 354 |
generate_btn.click(
|
| 355 |
fn=screenshot_to_code,
|
| 356 |
+
inputs=[image_input, nebius_key],
|
| 357 |
outputs=[description_output, html_output]
|
| 358 |
)
|
| 359 |
|
|
|
|
| 365 |
|
| 366 |
analyze_btn.click(
|
| 367 |
fn=analyze_image,
|
| 368 |
+
inputs=[img_tool, nebius_key_tool],
|
| 369 |
outputs=[analysis_result]
|
| 370 |
)
|
| 371 |
|
| 372 |
code_btn.click(
|
| 373 |
fn=generate_html_code,
|
| 374 |
+
inputs=[desc_input, nebius_key_tool2],
|
| 375 |
outputs=[code_result]
|
| 376 |
)
|
| 377 |
|
requirements.txt
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
gradio>=4.19.0
|
| 2 |
pillow>=9.0.0
|
| 3 |
httpx>=0.24.0
|
| 4 |
-
google-generativeai>=0.3.0
|
| 5 |
lzstring>=1.0.4
|
| 6 |
-
requests>=2.28.0
|
|
|
|
|
|
| 1 |
gradio>=4.19.0
|
| 2 |
pillow>=9.0.0
|
| 3 |
httpx>=0.24.0
|
|
|
|
| 4 |
lzstring>=1.0.4
|
| 5 |
+
requests>=2.28.0
|
| 6 |
+
openai>=1.0.0
|