Update app.py
Browse files
app.py
CHANGED
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@@ -10,362 +10,234 @@ import io
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import markdown
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from datetime import datetime
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import tempfile
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from pathlib import Path
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import subprocess
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import sys
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# Function to
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def ensure_playwright():
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try:
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from playwright.sync_api import sync_playwright
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return True
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except ImportError:
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print("Installing playwright for PDF generation...")
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subprocess.check_call([sys.executable, "-m", "pip", "install", "playwright"])
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subprocess.check_call([sys.executable, "-m", "playwright", "install", "chromium"])
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subprocess.check_call([sys.executable, "-m", "playwright", "install", "install-deps"])
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from playwright.sync_api import sync_playwright
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return True
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# Function to convert markdown to HTML with styling and MathJax
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def markdown_to_html(markdown_text, problem_text="", include_problem=True):
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"""Convert markdown to styled HTML
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# Convert markdown to HTML
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html_content = markdown.markdown(markdown_text, extensions=['tables', 'fenced_code'])
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# Get current timestamp
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timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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<
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body {{
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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line-height: 1.8;
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color: #1a1a1a;
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max-width: 900px;
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margin: 0 auto;
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padding: 40px 20px;
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background-color: #f5f7fa;
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}}
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body:not(.mathjax-ready) {{
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opacity: 0;
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}}
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body.mathjax-ready {{
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opacity: 1;
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transition: opacity 0.3s ease-in;
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}}
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.container {{
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background-color: white;
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padding: 50px;
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border-radius: 12px;
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box-shadow: 0 5px 20px rgba(0, 0, 0, 0.1);
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}}
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.header {{
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text-align: center;
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border-bottom: 4px solid #4CAF50;
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padding-bottom: 25px;
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margin-bottom: 40px;
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}}
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.header h1 {{
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color: #2c3e50;
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margin: 0;
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font-size: 2.8em;
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font-weight: 700;
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}}
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.header .subtitle {{
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color: #7f8c8d;
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font-style: italic;
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margin-top: 10px;
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font-size: 1.1em;
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}}
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.problem-section {{
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background-color: #e8f5e9;
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padding: 25px;
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border-radius: 10px;
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margin-bottom: 35px;
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border-left: 6px solid #4CAF50;
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box-shadow: 0 2px 8px rgba(0,0,0,0.05);
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}}
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.problem-section h2 {{
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color: #2c3e50;
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margin-top: 0;
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font-size: 1.6em;
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}}
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.problem-section p {{
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font-size: 1.15em;
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line-height: 1.6;
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margin: 10px 0;
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}}
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.solution-content {{
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background-color: #fafbfc;
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padding: 35px;
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border-radius: 10px;
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border-left: 6px solid #007bff;
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box-shadow: 0 2px 8px rgba(0,0,0,0.05);
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}}
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h1, h2, h3, h4, h5, h6 {{
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color: #2c3e50;
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margin-top: 30px;
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margin-bottom: 15px;
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font-weight: 600;
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line-height: 1.3;
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}}
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h2 {{
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border-bottom: 2px solid #e1e4e8;
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padding-bottom: 12px;
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font-size: 1.8em;
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}}
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h3 {{
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font-size: 1.5em;
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color: #34495e;
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margin-top: 25px;
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}}
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h4 {{
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font-size: 1.3em;
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color: #34495e;
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}}
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p {{
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margin: 15px 0;
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line-height: 1.8;
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}}
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code {{
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background-color: #f1f3f5;
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padding: 3px 8px;
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border-radius: 4px;
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font-family: 'Courier New', Consolas, monospace;
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color: #e83e8c;
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font-size: 0.9em;
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}}
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pre {{
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background-color: #f6f8fa;
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padding: 20px;
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border-radius: 6px;
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overflow-x: auto;
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border: 1px solid #d1d5da;
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line-height: 1.6;
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}}
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pre code {{
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background-color: transparent;
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padding: 0;
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color: #24292e;
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}}
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.step {{
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margin: 30px 0;
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padding: 25px;
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background-color: #ffffff;
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border-radius: 8px;
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border: 1px solid #dee2e6;
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box-shadow: 0 1px 4px rgba(0,0,0,0.05);
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}}
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color: #2c3e50;
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margin-top: 0;
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}}
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ul, ol {{
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padding-left: 30px;
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line-height: 1.8;
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}}
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li {{
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margin: 12px 0;
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}}
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table {{
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border-collapse: collapse;
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width: 100%;
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margin: 25px 0;
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box-shadow: 0 1px 3px rgba(0,0,0,0.1);
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}}
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th, td {{
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border: 1px solid #dee2e6;
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padding: 14px;
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text-align: left;
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}}
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th {{
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background-color: #f8f9fa;
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font-weight: 600;
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color: #495057;
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}}
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tr:nth-child(even) {{
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background-color: #f8f9fa;
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}}
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/* MathJax styling */
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mjx-container {{
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margin: 15px 0 !important;
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overflow-x: auto;
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overflow-y: hidden;
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}}
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mjx-container[display="true"] {{
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margin: 25px 0 !important;
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text-align: center;
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}}
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/* Ensure math displays properly */
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.MathJax, .MathJax_Display {{
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font-size: 1.1em !important;
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}}
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/* Final answer styling */
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.final-answer {{
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background-color: #d4edda;
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border: 3px solid #28a745;
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padding: 30px;
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border-radius: 10px;
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margin-top: 40px;
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text-align: center;
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}}
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.final-answer h2, .final-answer h3 {{
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color: #155724;
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margin-top: 0;
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margin-bottom: 20px;
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}}
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.final-answer mjx-container {{
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font-size: 1.3em !important;
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}}
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.timestamp {{
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text-align: right;
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color: #6c757d;
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font-size: 0.95em;
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margin-top: 40px;
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padding-top: 25px;
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border-top: 2px solid #e9ecef;
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}}
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.print-button {{
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background-color: #007bff;
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color: white;
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border: none;
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padding: 12px 24px;
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border-radius: 6px;
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cursor: pointer;
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font-size: 16px;
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margin: 10px 5px;
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display: inline-block;
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text-decoration: none;
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font-weight: 500;
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transition: background-color 0.2s;
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}}
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.print-button:hover {{
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background-color: #0056b3;
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}}
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}}
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}}
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}}
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</
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<h2>📝 Problem Statement</h2>
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<p><strong>{problem_text}</strong></p>
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</div>
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''' if include_problem and problem_text.strip() else ''}
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<div class="solution-content">
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<h2>🔍 Solution</h2>
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{html_content}
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</div>
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<div class="timestamp">
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Generated on: {timestamp}
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</div>
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</div>
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</
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return styled_html
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# Function to save HTML to file
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"""Save HTML content to a temporary file and return the file path"""
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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filename = f"{filename_prefix}_{timestamp}.html"
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# Create a temporary file
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temp_dir = tempfile.gettempdir()
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file_path = os.path.join(temp_dir, filename)
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with open(file_path, 'w', encoding='utf-8') as f:
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f.write(html_content)
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return file_path
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# Function to convert HTML to PDF
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def html_to_pdf(html_content, filename_prefix="math_solution"):
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"""Convert HTML content to PDF
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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filename = f"{filename_prefix}_{timestamp}.pdf"
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temp_dir = tempfile.gettempdir()
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pdf_path = os.path.join(temp_dir, filename)
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try:
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#
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from playwright.sync_api import sync_playwright
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with sync_playwright() as p:
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# Launch browser
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browser = p.chromium.launch(headless=True)
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page = browser.new_page()
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# Set content and wait for MathJax to render
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page.set_content(html_content)
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# Wait for MathJax to be ready
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page.wait_for_selector('body.mathjax-ready', timeout=10000)
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# Additional wait to ensure everything is rendered
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page.wait_for_timeout(1000)
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-
|
| 414 |
-
# Generate PDF
|
| 415 |
-
page.pdf(
|
| 416 |
-
path=pdf_path,
|
| 417 |
-
format='A4',
|
| 418 |
-
margin={
|
| 419 |
-
'top': '20mm',
|
| 420 |
-
'right': '20mm',
|
| 421 |
-
'bottom': '20mm',
|
| 422 |
-
'left': '20mm'
|
| 423 |
-
},
|
| 424 |
-
print_background=True
|
| 425 |
-
)
|
| 426 |
-
|
| 427 |
-
browser.close()
|
| 428 |
-
|
| 429 |
return pdf_path
|
| 430 |
except Exception as e:
|
| 431 |
-
print(f"Error converting to PDF
|
| 432 |
-
|
| 433 |
-
|
| 434 |
-
# Fallback to weasyprint if playwright fails
|
| 435 |
-
try:
|
| 436 |
-
import weasyprint
|
| 437 |
-
weasyprint.HTML(string=html_content).write_pdf(pdf_path)
|
| 438 |
-
return pdf_path
|
| 439 |
-
except Exception as e2:
|
| 440 |
-
print(f"Error with fallback PDF generation: {str(e2)}")
|
| 441 |
-
return None
|
| 442 |
|
| 443 |
# Enhanced function to generate math solution using OpenRouter with HTML output
|
| 444 |
def generate_math_solution_openrouter(api_key, problem_text, history=None):
|
| 445 |
if not api_key.strip():
|
| 446 |
return "Please enter your OpenRouter API key.", None, None, history
|
| 447 |
-
|
| 448 |
if not problem_text.strip():
|
| 449 |
return "Please enter a math problem.", None, None, history
|
| 450 |
-
|
| 451 |
try:
|
| 452 |
client = OpenAI(
|
| 453 |
base_url="https://openrouter.ai/api/v1",
|
| 454 |
api_key=api_key,
|
| 455 |
)
|
| 456 |
-
|
| 457 |
messages = [
|
| 458 |
-
{
|
| 459 |
-
|
| 460 |
-
|
| 461 |
-
|
| 462 |
-
|
| 463 |
-
|
| 464 |
-
|
| 465 |
-
|
| 466 |
-
|
| 467 |
-
|
| 468 |
-
|
| 469 |
-
|
| 470 |
-
|
| 471 |
-
|
| 472 |
-
- Greek letters: \\pi, \\alpha, \\beta, \\theta, etc.
|
| 473 |
-
|
| 474 |
-
EXAMPLES:
|
| 475 |
-
- Display equation: \\[ ax^2 + bx + c = 0 \\]
|
| 476 |
-
- Inline math: The quadratic formula \\( x = \\frac{-b \\pm \\sqrt{b^2 - 4ac}}{2a} \\) gives us...
|
| 477 |
-
- Final answer: \\[ \\boxed{x = \\frac{1}{3}} \\]
|
| 478 |
-
|
| 479 |
-
For each step:
|
| 480 |
-
1. Show the mathematical operation in LaTeX
|
| 481 |
-
2. Explain why this step is necessary
|
| 482 |
-
3. Connect it to relevant mathematical concepts
|
| 483 |
-
|
| 484 |
-
Format your response using markdown with clear section headers:
|
| 485 |
-
- ## Initial Analysis
|
| 486 |
-
- ## Step-by-Step Solution
|
| 487 |
-
- ### Step 1: [description]
|
| 488 |
-
- ### Step 2: [description]
|
| 489 |
-
- ## Final Answer
|
| 490 |
-
|
| 491 |
-
Use **bold** for important points and proper lists."""},
|
| 492 |
]
|
| 493 |
-
|
| 494 |
# Add conversation history if it exists
|
| 495 |
if history:
|
| 496 |
for exchange in history:
|
| 497 |
messages.append({"role": "user", "content": exchange[0]})
|
| 498 |
if len(exchange) > 1 and exchange[1]:
|
|
|
|
| 499 |
messages.append({"role": "assistant", "content": exchange[1]})
|
| 500 |
-
|
| 501 |
# Add the current problem
|
| 502 |
messages.append({"role": "user", "content": f"Solve this math problem step-by-step: {problem_text}"})
|
| 503 |
-
|
| 504 |
# Create the completion
|
| 505 |
completion = client.chat.completions.create(
|
| 506 |
-
model="
|
| 507 |
messages=messages,
|
| 508 |
extra_headers={
|
| 509 |
"HTTP-Referer": "https://advancedmathtutor.edu",
|
| 510 |
"X-Title": "Advanced Math Tutor",
|
| 511 |
}
|
| 512 |
)
|
| 513 |
-
|
| 514 |
markdown_solution = completion.choices[0].message.content
|
| 515 |
-
|
| 516 |
# Convert to HTML
|
| 517 |
html_solution = markdown_to_html(markdown_solution, problem_text)
|
| 518 |
-
|
| 519 |
# Save HTML file
|
| 520 |
html_file_path = save_html_to_file(html_solution, "openrouter_solution")
|
| 521 |
-
|
| 522 |
-
# Convert to PDF with proper math rendering
|
| 523 |
pdf_file_path = html_to_pdf(html_solution, "openrouter_solution")
|
| 524 |
-
|
| 525 |
# Update history
|
| 526 |
if history is None:
|
| 527 |
history = []
|
| 528 |
history.append((problem_text, markdown_solution))
|
| 529 |
-
|
| 530 |
return html_solution, html_file_path, pdf_file_path, history
|
| 531 |
-
|
| 532 |
except Exception as e:
|
| 533 |
error_message = f"Error: {str(e)}"
|
| 534 |
return error_message, None, None, history
|
|
@@ -537,119 +333,90 @@ def generate_math_solution_openrouter(api_key, problem_text, history=None):
|
|
| 537 |
def generate_math_solution_together(api_key, problem_text, image_path=None, history=None):
|
| 538 |
if not api_key.strip():
|
| 539 |
return "Please enter your Together AI API key.", None, None, history
|
| 540 |
-
|
| 541 |
if not problem_text.strip() and image_path is None:
|
| 542 |
return "Please enter a math problem or upload an image of a math problem.", None, None, history
|
| 543 |
-
|
| 544 |
try:
|
| 545 |
client = Together(api_key=api_key)
|
| 546 |
-
|
| 547 |
# Create the base message structure
|
| 548 |
messages = [
|
| 549 |
{
|
| 550 |
"role": "system",
|
| 551 |
-
"content": """You are an expert math tutor who explains concepts clearly and thoroughly.
|
| 552 |
-
|
| 553 |
-
|
| 554 |
-
|
| 555 |
-
|
| 556 |
-
|
| 557 |
-
|
| 558 |
-
|
| 559 |
-
|
| 560 |
-
|
| 561 |
-
|
| 562 |
-
- Use \\pm for plus-minus
|
| 563 |
-
- Use \\sqrt{...} for square roots
|
| 564 |
-
- Greek letters: \\pi, \\alpha, \\beta, \\theta, etc.
|
| 565 |
-
|
| 566 |
-
EXAMPLES:
|
| 567 |
-
- Display equation: \\[ ax^2 + bx + c = 0 \\]
|
| 568 |
-
- Inline math: The quadratic formula \\( x = \\frac{-b \\pm \\sqrt{b^2 - 4ac}}{2a} \\) gives us...
|
| 569 |
-
- Final answer: \\[ \\boxed{x = \\frac{1}{3}} \\]
|
| 570 |
-
|
| 571 |
-
For each step:
|
| 572 |
-
1. Show the mathematical operation in LaTeX
|
| 573 |
-
2. Explain why this step is necessary
|
| 574 |
-
3. Connect it to relevant mathematical concepts
|
| 575 |
-
|
| 576 |
-
Format your response using markdown with clear section headers:
|
| 577 |
-
- ## Initial Analysis
|
| 578 |
-
- ## Step-by-Step Solution
|
| 579 |
-
- ### Step 1: [description]
|
| 580 |
-
- ### Step 2: [description]
|
| 581 |
-
- ## Final Answer
|
| 582 |
-
|
| 583 |
-
Use **bold** for important points and proper lists."""
|
| 584 |
}
|
| 585 |
]
|
| 586 |
-
|
| 587 |
# Add conversation history if it exists
|
| 588 |
if history:
|
| 589 |
for exchange in history:
|
| 590 |
messages.append({"role": "user", "content": exchange[0]})
|
| 591 |
if len(exchange) > 1 and exchange[1]:
|
|
|
|
| 592 |
messages.append({"role": "assistant", "content": exchange[1]})
|
| 593 |
-
|
| 594 |
# Prepare the user message content
|
| 595 |
user_message_content = []
|
| 596 |
-
|
| 597 |
# Add text content if provided
|
| 598 |
if problem_text.strip():
|
| 599 |
-
user_message_content.append(
|
| 600 |
-
|
| 601 |
-
|
| 602 |
-
|
|
|
|
|
|
|
| 603 |
else:
|
| 604 |
-
user_message_content.append(
|
| 605 |
-
|
| 606 |
-
|
| 607 |
-
|
| 608 |
-
|
|
|
|
| 609 |
# Add image if provided
|
| 610 |
if image_path:
|
| 611 |
# Convert image to base64
|
| 612 |
base64_image = image_to_base64(image_path)
|
| 613 |
if base64_image:
|
| 614 |
-
user_message_content.append(
|
| 615 |
-
|
| 616 |
-
|
| 617 |
-
"
|
|
|
|
|
|
|
| 618 |
}
|
| 619 |
-
|
| 620 |
-
|
| 621 |
# Add the user message with content
|
| 622 |
-
messages.append(
|
| 623 |
-
|
| 624 |
-
|
| 625 |
-
|
| 626 |
-
|
|
|
|
| 627 |
# Create the completion
|
| 628 |
response = client.chat.completions.create(
|
| 629 |
model="ServiceNow-AI/Apriel-1.5-15b-Thinker",
|
| 630 |
messages=messages,
|
| 631 |
stream=False
|
| 632 |
)
|
| 633 |
-
|
| 634 |
markdown_solution = response.choices[0].message.content
|
| 635 |
-
|
| 636 |
# Convert to HTML
|
| 637 |
problem_display = problem_text if problem_text.strip() else "Image-based problem"
|
| 638 |
html_solution = markdown_to_html(markdown_solution, problem_display)
|
| 639 |
-
|
| 640 |
# Save HTML file
|
| 641 |
html_file_path = save_html_to_file(html_solution, "together_solution")
|
| 642 |
-
|
| 643 |
-
# Convert to PDF with proper math rendering
|
| 644 |
pdf_file_path = html_to_pdf(html_solution, "together_solution")
|
| 645 |
-
|
| 646 |
-
# Update history
|
| 647 |
if history is None:
|
| 648 |
history = []
|
| 649 |
history.append((problem_display, markdown_solution))
|
| 650 |
-
|
| 651 |
return html_solution, html_file_path, pdf_file_path, history
|
| 652 |
-
|
| 653 |
except Exception as e:
|
| 654 |
error_message = f"Error: {str(e)}"
|
| 655 |
return error_message, None, None, history
|
|
@@ -658,7 +425,6 @@ def generate_math_solution_together(api_key, problem_text, image_path=None, hist
|
|
| 658 |
def image_to_base64(image_path):
|
| 659 |
if image_path is None:
|
| 660 |
return None
|
| 661 |
-
|
| 662 |
try:
|
| 663 |
with open(image_path, "rb") as img_file:
|
| 664 |
return base64.b64encode(img_file.read()).decode("utf-8")
|
|
@@ -670,12 +436,9 @@ def image_to_base64(image_path):
|
|
| 670 |
def create_demo():
|
| 671 |
with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue")) as demo:
|
| 672 |
gr.Markdown("# 📚 Advanced Math Tutor")
|
| 673 |
-
gr.Markdown(
|
| 674 |
-
|
| 675 |
-
|
| 676 |
-
**PDFs are generated using headless browser** for perfect math rendering!
|
| 677 |
-
""")
|
| 678 |
-
|
| 679 |
# Main tabs
|
| 680 |
with gr.Tabs():
|
| 681 |
# Text-based problem solver (OpenRouter)
|
|
@@ -683,12 +446,12 @@ def create_demo():
|
|
| 683 |
with gr.Row():
|
| 684 |
with gr.Column(scale=1):
|
| 685 |
openrouter_api_key = gr.Textbox(
|
| 686 |
-
label="OpenRouter API Key",
|
| 687 |
placeholder="Enter your OpenRouter API key (starts with sk-or-)",
|
| 688 |
type="password"
|
| 689 |
)
|
| 690 |
text_problem_input = gr.Textbox(
|
| 691 |
-
label="Math Problem",
|
| 692 |
placeholder="Enter your math problem here...",
|
| 693 |
lines=5
|
| 694 |
)
|
|
@@ -697,53 +460,51 @@ def create_demo():
|
|
| 697 |
["Solve the quadratic equation: 3x² + 5x - 2 = 0"],
|
| 698 |
["Find the derivative of f(x) = x³ln(x)"],
|
| 699 |
["Calculate the area of a circle with radius 5 cm"],
|
| 700 |
-
["
|
| 701 |
],
|
| 702 |
inputs=[text_problem_input],
|
| 703 |
label="Example Problems"
|
| 704 |
)
|
| 705 |
-
with gr.Row():
|
| 706 |
-
openrouter_submit_btn = gr.Button("Solve Problem", variant="primary")
|
| 707 |
-
openrouter_clear_btn = gr.Button("Clear")
|
| 708 |
-
|
| 709 |
-
with gr.Column(scale=2):
|
| 710 |
-
openrouter_solution_output = gr.HTML(label="Solution (HTML with LaTeX)")
|
| 711 |
-
|
| 712 |
with gr.Row():
|
| 713 |
-
|
| 714 |
-
|
| 715 |
-
|
| 716 |
-
|
| 717 |
-
|
| 718 |
-
|
| 719 |
-
|
| 720 |
-
|
| 721 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 722 |
openrouter_conversation_history = gr.State(value=None)
|
| 723 |
-
|
| 724 |
def handle_openrouter_submit(api_key, problem_text, history):
|
| 725 |
html_solution, html_file, pdf_file, updated_history = generate_math_solution_openrouter(
|
| 726 |
api_key, problem_text, history
|
| 727 |
)
|
| 728 |
-
|
| 729 |
return (
|
| 730 |
html_solution,
|
| 731 |
updated_history,
|
| 732 |
gr.update(value=html_file, visible=html_file is not None),
|
| 733 |
gr.update(value=pdf_file, visible=pdf_file is not None)
|
| 734 |
)
|
| 735 |
-
|
| 736 |
openrouter_submit_btn.click(
|
| 737 |
fn=handle_openrouter_submit,
|
| 738 |
inputs=[openrouter_api_key, text_problem_input, openrouter_conversation_history],
|
| 739 |
outputs=[
|
| 740 |
-
openrouter_solution_output,
|
| 741 |
openrouter_conversation_history,
|
| 742 |
openrouter_html_download,
|
| 743 |
openrouter_pdf_download
|
| 744 |
]
|
| 745 |
)
|
| 746 |
-
|
| 747 |
def clear_openrouter():
|
| 748 |
return (
|
| 749 |
"",
|
|
@@ -751,78 +512,76 @@ def create_demo():
|
|
| 751 |
gr.update(value=None, visible=False),
|
| 752 |
gr.update(value=None, visible=False)
|
| 753 |
)
|
| 754 |
-
|
| 755 |
openrouter_clear_btn.click(
|
| 756 |
fn=clear_openrouter,
|
| 757 |
inputs=[],
|
| 758 |
outputs=[
|
| 759 |
-
openrouter_solution_output,
|
| 760 |
openrouter_conversation_history,
|
| 761 |
openrouter_html_download,
|
| 762 |
openrouter_pdf_download
|
| 763 |
]
|
| 764 |
)
|
| 765 |
-
|
| 766 |
# Image-based problem solver (Together AI)
|
| 767 |
with gr.TabItem("Image Problem Solver (Together AI)"):
|
| 768 |
with gr.Row():
|
| 769 |
with gr.Column(scale=1):
|
| 770 |
together_api_key = gr.Textbox(
|
| 771 |
-
label="Together AI API Key",
|
| 772 |
placeholder="Enter your Together AI API key",
|
| 773 |
type="password"
|
| 774 |
)
|
| 775 |
together_problem_input = gr.Textbox(
|
| 776 |
-
label="Problem Description (Optional)",
|
| 777 |
-
placeholder="Enter additional context...",
|
| 778 |
lines=3
|
| 779 |
)
|
| 780 |
together_image_input = gr.Image(
|
| 781 |
label="Upload Math Problem Image",
|
| 782 |
type="filepath"
|
| 783 |
)
|
| 784 |
-
with gr.Row():
|
| 785 |
-
together_submit_btn = gr.Button("Solve Problem", variant="primary")
|
| 786 |
-
together_clear_btn = gr.Button("Clear")
|
| 787 |
-
|
| 788 |
-
with gr.Column(scale=2):
|
| 789 |
-
together_solution_output = gr.HTML(label="Solution (HTML with LaTeX)")
|
| 790 |
-
|
| 791 |
with gr.Row():
|
| 792 |
-
|
| 793 |
-
|
| 794 |
-
|
| 795 |
-
|
| 796 |
-
|
| 797 |
-
|
| 798 |
-
|
| 799 |
-
|
| 800 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 801 |
together_conversation_history = gr.State(value=None)
|
| 802 |
-
|
| 803 |
def handle_together_submit(api_key, problem_text, image_path, history):
|
| 804 |
html_solution, html_file, pdf_file, updated_history = generate_math_solution_together(
|
| 805 |
api_key, problem_text, image_path, history
|
| 806 |
)
|
| 807 |
-
|
| 808 |
return (
|
| 809 |
html_solution,
|
| 810 |
updated_history,
|
| 811 |
gr.update(value=html_file, visible=html_file is not None),
|
| 812 |
gr.update(value=pdf_file, visible=pdf_file is not None)
|
| 813 |
)
|
| 814 |
-
|
| 815 |
together_submit_btn.click(
|
| 816 |
fn=handle_together_submit,
|
| 817 |
inputs=[together_api_key, together_problem_input, together_image_input, together_conversation_history],
|
| 818 |
outputs=[
|
| 819 |
-
together_solution_output,
|
| 820 |
together_conversation_history,
|
| 821 |
together_html_download,
|
| 822 |
together_pdf_download
|
| 823 |
]
|
| 824 |
)
|
| 825 |
-
|
| 826 |
def clear_together():
|
| 827 |
return (
|
| 828 |
"",
|
|
@@ -830,57 +589,83 @@ def create_demo():
|
|
| 830 |
gr.update(value=None, visible=False),
|
| 831 |
gr.update(value=None, visible=False)
|
| 832 |
)
|
| 833 |
-
|
| 834 |
together_clear_btn.click(
|
| 835 |
fn=clear_together,
|
| 836 |
inputs=[],
|
| 837 |
outputs=[
|
| 838 |
-
together_solution_output,
|
| 839 |
together_conversation_history,
|
| 840 |
together_html_download,
|
| 841 |
together_pdf_download
|
| 842 |
]
|
| 843 |
)
|
| 844 |
-
|
| 845 |
# Help tab
|
| 846 |
-
with gr.TabItem("Help
|
| 847 |
-
gr.Markdown(
|
| 848 |
-
|
| 849 |
-
|
| 850 |
-
This application requires the following packages:
|
| 851 |
-
|
| 852 |
-
```bash
|
| 853 |
-
pip install gradio openai together pillow markdown playwright
|
| 854 |
-
python -m playwright install chromium
|
| 855 |
-
```
|
| 856 |
-
|
| 857 |
-
**Note:** Playwright is used for PDF generation with perfect math rendering!
|
| 858 |
-
|
| 859 |
-
## Key Features 🎉
|
| 860 |
-
- ✅ **Perfect math rendering** in both HTML and PDF using MathJax
|
| 861 |
-
- ✅ **HTML-formatted solutions** with professional styling
|
| 862 |
-
- ✅ **Download HTML**: Save solutions as HTML files
|
| 863 |
-
- ✅ **Download PDF**: PDFs with properly rendered mathematical notation (using headless browser)
|
| 864 |
-
- ✅ **Print functionality**: Print or save directly to PDF from browser
|
| 865 |
-
- ✅ **Image-to-Math capability** (via Together AI)
|
| 866 |
-
- ✅ **Conversation memory** — keeps context of your previous problems
|
| 867 |
-
- ✅ **Cross-model support** — OpenRouter and Together AI models
|
| 868 |
|
| 869 |
-
|
| 870 |
-
|
| 871 |
-
|
| 872 |
-
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| 873 |
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| 874 |
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| 875 |
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| 878 |
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| 881 |
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|
| 884 |
|
| 885 |
# Launch the app
|
| 886 |
if __name__ == "__main__":
|
|
|
|
| 10 |
import markdown
|
| 11 |
from datetime import datetime
|
| 12 |
import tempfile
|
| 13 |
+
import weasyprint
|
| 14 |
from pathlib import Path
|
|
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|
| 15 |
|
| 16 |
+
# Function to convert markdown to HTML with styling
|
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|
| 17 |
def markdown_to_html(markdown_text, problem_text="", include_problem=True):
|
| 18 |
+
"""Convert markdown to styled HTML"""
|
|
|
|
| 19 |
# Convert markdown to HTML
|
| 20 |
html_content = markdown.markdown(markdown_text, extensions=['tables', 'fenced_code'])
|
|
|
|
| 21 |
# Get current timestamp
|
| 22 |
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
| 23 |
+
# Create styled HTML document
|
| 24 |
+
styled_html = f"""<!DOCTYPE html>
|
| 25 |
+
<html lang="en">
|
| 26 |
+
<head>
|
| 27 |
+
<meta charset="UTF-8">
|
| 28 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 29 |
+
<title>Math Solution - Advanced Math Tutor</title>
|
| 30 |
+
<style>
|
| 31 |
+
body {{
|
| 32 |
+
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
|
| 33 |
+
line-height: 1.6;
|
| 34 |
+
color: #333;
|
| 35 |
+
max-width: 800px;
|
| 36 |
+
margin: 0 auto;
|
| 37 |
+
padding: 20px;
|
| 38 |
+
background-color: #f9f9f9;
|
| 39 |
+
}}
|
| 40 |
+
.container {{
|
| 41 |
+
background-color: white;
|
| 42 |
+
padding: 40px;
|
| 43 |
+
border-radius: 10px;
|
| 44 |
+
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
|
| 45 |
+
}}
|
| 46 |
+
.header {{
|
| 47 |
+
text-align: center;
|
| 48 |
+
border-bottom: 3px solid #4CAF50;
|
| 49 |
+
padding-bottom: 20px;
|
| 50 |
+
margin-bottom: 30px;
|
| 51 |
+
}}
|
| 52 |
+
.header h1 {{
|
| 53 |
+
color: #2c3e50;
|
| 54 |
+
margin: 0;
|
| 55 |
+
font-size: 2.5em;
|
| 56 |
+
}}
|
| 57 |
+
.header .subtitle {{
|
| 58 |
+
color: #7f8c8d;
|
| 59 |
+
font-style: italic;
|
| 60 |
+
margin-top: 10px;
|
| 61 |
+
}}
|
| 62 |
+
.problem-section {{
|
| 63 |
+
background-color: #e8f5e8;
|
| 64 |
+
padding: 20px;
|
| 65 |
+
border-radius: 8px;
|
| 66 |
+
margin-bottom: 30px;
|
| 67 |
+
border-left: 5px solid #4CAF50;
|
| 68 |
+
}}
|
| 69 |
+
.problem-section h2 {{
|
| 70 |
+
color: #2c3e50;
|
| 71 |
+
margin-top: 0;
|
| 72 |
+
}}
|
| 73 |
+
.solution-content {{
|
| 74 |
+
background-color: #f8f9fa;
|
| 75 |
+
padding: 25px;
|
| 76 |
+
border-radius: 8px;
|
| 77 |
+
border-left: 5px solid #007bff;
|
| 78 |
+
}}
|
| 79 |
+
h1, h2, h3, h4, h5, h6 {{
|
| 80 |
+
color: #2c3e50;
|
| 81 |
+
margin-top: 25px;
|
| 82 |
+
margin-bottom: 15px;
|
| 83 |
+
}}
|
| 84 |
+
h2 {{
|
| 85 |
+
border-bottom: 2px solid #eee;
|
| 86 |
+
padding-bottom: 10px;
|
| 87 |
+
}}
|
| 88 |
+
code {{
|
| 89 |
+
background-color: #f1f1f1;
|
| 90 |
+
padding: 2px 6px;
|
| 91 |
+
border-radius: 3px;
|
| 92 |
+
font-family: 'Courier New', monospace;
|
| 93 |
+
color: #d63384;
|
| 94 |
+
}}
|
| 95 |
+
pre {{
|
| 96 |
+
background-color: #f8f8f8;
|
| 97 |
+
padding: 15px;
|
| 98 |
+
border-radius: 5px;
|
| 99 |
+
overflow-x: auto;
|
| 100 |
+
border: 1px solid #ddd;
|
| 101 |
+
}}
|
| 102 |
+
pre code {{
|
| 103 |
+
background-color: transparent;
|
| 104 |
+
padding: 0;
|
| 105 |
+
color: inherit;
|
| 106 |
+
}}
|
| 107 |
+
.math-expression {{
|
| 108 |
+
background-color: #fff3cd;
|
| 109 |
+
padding: 10px;
|
| 110 |
+
border-radius: 5px;
|
| 111 |
+
border: 1px solid #ffeaa7;
|
| 112 |
+
margin: 10px 0;
|
| 113 |
+
font-family: 'Times New Roman', serif;
|
| 114 |
+
font-size: 1.1em;
|
| 115 |
+
}}
|
| 116 |
+
.step {{
|
| 117 |
+
margin: 20px 0;
|
| 118 |
+
padding: 15px;
|
| 119 |
+
background-color: #ffffff;
|
| 120 |
+
border-radius: 8px;
|
| 121 |
+
border: 1px solid #dee2e6;
|
| 122 |
+
}}
|
| 123 |
+
.final-answer {{
|
| 124 |
+
background-color: #d4edda;
|
| 125 |
+
border: 2px solid #4CAF50;
|
| 126 |
+
padding: 20px;
|
| 127 |
+
border-radius: 8px;
|
| 128 |
+
margin-top: 30px;
|
| 129 |
+
text-align: center;
|
| 130 |
+
font-weight: bold;
|
| 131 |
+
font-size: 1.2em;
|
| 132 |
+
}}
|
| 133 |
+
.timestamp {{
|
| 134 |
+
text-align: right;
|
| 135 |
+
color: #6c757d;
|
| 136 |
+
font-size: 0.9em;
|
| 137 |
+
margin-top: 30px;
|
| 138 |
+
padding-top: 20px;
|
| 139 |
+
border-top: 1px solid #eee;
|
| 140 |
+
}}
|
| 141 |
+
ul, ol {{
|
| 142 |
+
padding-left: 25px;
|
| 143 |
+
}}
|
| 144 |
+
li {{
|
| 145 |
+
margin: 8px 0;
|
| 146 |
+
}}
|
| 147 |
+
table {{
|
| 148 |
+
border-collapse: collapse;
|
| 149 |
+
width: 100%;
|
| 150 |
+
margin: 20px 0;
|
| 151 |
+
}}
|
| 152 |
+
th, td {{
|
| 153 |
+
border: 1px solid #ddd;
|
| 154 |
+
padding: 12px;
|
| 155 |
+
text-align: left;
|
| 156 |
+
}}
|
| 157 |
+
th {{
|
| 158 |
+
background-color: #f8f9fa;
|
| 159 |
+
font-weight: bold;
|
| 160 |
+
}}
|
| 161 |
+
.print-button {{
|
| 162 |
+
background-color: #007bff;
|
| 163 |
+
color: white;
|
| 164 |
+
border: none;
|
| 165 |
+
padding: 10px 20px;
|
| 166 |
+
border-radius: 5px;
|
| 167 |
+
cursor: pointer;
|
| 168 |
+
font-size: 16px;
|
| 169 |
+
margin: 10px 5px;
|
| 170 |
+
display: inline-block;
|
| 171 |
+
text-decoration: none;
|
| 172 |
+
}}
|
| 173 |
+
.print-button:hover {{
|
| 174 |
+
background-color: #0056b3;
|
| 175 |
+
}}
|
| 176 |
+
@media print {{
|
| 177 |
body {{
|
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|
| 178 |
background-color: white;
|
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|
| 179 |
}}
|
| 180 |
+
.container {{
|
| 181 |
+
box-shadow: none;
|
|
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|
|
|
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|
|
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|
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|
| 182 |
border: none;
|
|
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|
| 183 |
}}
|
| 184 |
+
.print-button {{
|
| 185 |
+
display: none;
|
| 186 |
+
}}
|
| 187 |
+
}}
|
| 188 |
+
</style>
|
| 189 |
+
<script>
|
| 190 |
+
function printPage() {{
|
| 191 |
+
window.print();
|
| 192 |
+
}}
|
| 193 |
+
</script>
|
| 194 |
+
<!-- MathJax Configuration -->
|
| 195 |
+
<script>
|
| 196 |
+
window.MathJax = {{
|
| 197 |
+
tex: {{
|
| 198 |
+
inlineMath: [['$', '$'], ['\\\\(', '\\\\)']],
|
| 199 |
+
displayMath: [['$$', '$$'], ['\\\\[', '\\\\]']],
|
| 200 |
+
processEscapes: true,
|
| 201 |
+
tags: 'ams',
|
| 202 |
+
macros: {{
|
| 203 |
+
boxed: ['\\\\fbox{\\\\,#1}', 1]
|
| 204 |
}}
|
| 205 |
+
}},
|
| 206 |
+
options: {{
|
| 207 |
+
skipHtmlTags: ['script', 'noscript', 'style', 'textarea', 'pre'],
|
| 208 |
+
ignoreHtmlClass: 'tex2jax_ignore',
|
| 209 |
+
processHtmlClass: 'tex2jax_process'
|
| 210 |
+
}},
|
| 211 |
+
loader: {{load: ['[tex]/ams', '[tex]/bbox']}},
|
| 212 |
+
startup: {{
|
| 213 |
+
ready: () => {{
|
| 214 |
+
MathJax.startup.defaultReady();
|
| 215 |
+
MathJax.typesetPromise();
|
| 216 |
}}
|
| 217 |
}}
|
| 218 |
+
}};
|
| 219 |
+
</script>
|
| 220 |
+
<script id="MathJax-script" async src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
|
| 221 |
+
</head>
|
| 222 |
+
<body>
|
| 223 |
+
<div class="container">
|
| 224 |
+
<div class="header">
|
| 225 |
+
<h1>📚 Advanced Math Tutor</h1>
|
| 226 |
+
<div class="subtitle">Step-by-Step Mathematical Solution</div>
|
| 227 |
+
</div>
|
| 228 |
+
<button class="print-button" onclick="printPage()">🖨️ Print to PDF</button>
|
| 229 |
+
{f'''<div class="problem-section">
|
| 230 |
+
<h2>📝 Problem Statement</h2>
|
| 231 |
+
<p><strong>{problem_text}</strong></p>
|
| 232 |
+
</div>''' if include_problem and problem_text.strip() else ''}
|
| 233 |
+
<div class="solution-content">
|
| 234 |
+
<h2>🔍 Solution</h2>
|
| 235 |
+
{html_content}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 236 |
</div>
|
| 237 |
+
<div class="timestamp">Generated on: {timestamp}</div>
|
| 238 |
+
</div>
|
| 239 |
+
</body>
|
| 240 |
+
</html>"""
|
| 241 |
return styled_html
|
| 242 |
|
| 243 |
# Function to save HTML to file
|
|
|
|
| 245 |
"""Save HTML content to a temporary file and return the file path"""
|
| 246 |
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
| 247 |
filename = f"{filename_prefix}_{timestamp}.html"
|
|
|
|
| 248 |
# Create a temporary file
|
| 249 |
temp_dir = tempfile.gettempdir()
|
| 250 |
file_path = os.path.join(temp_dir, filename)
|
|
|
|
| 251 |
with open(file_path, 'w', encoding='utf-8') as f:
|
| 252 |
f.write(html_content)
|
|
|
|
| 253 |
return file_path
|
| 254 |
|
| 255 |
+
# Function to convert HTML to PDF
|
| 256 |
def html_to_pdf(html_content, filename_prefix="math_solution"):
|
| 257 |
+
"""Convert HTML content to PDF and return the file path"""
|
| 258 |
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
| 259 |
filename = f"{filename_prefix}_{timestamp}.pdf"
|
| 260 |
+
# Create a temporary file for PDF
|
| 261 |
temp_dir = tempfile.gettempdir()
|
| 262 |
pdf_path = os.path.join(temp_dir, filename)
|
|
|
|
| 263 |
try:
|
| 264 |
+
# Convert HTML to PDF using WeasyPrint
|
| 265 |
+
weasyprint.HTML(string=html_content).write_pdf(pdf_path)
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 266 |
return pdf_path
|
| 267 |
except Exception as e:
|
| 268 |
+
print(f"Error converting to PDF: {str(e)}")
|
| 269 |
+
return None
|
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|
| 270 |
|
| 271 |
# Enhanced function to generate math solution using OpenRouter with HTML output
|
| 272 |
def generate_math_solution_openrouter(api_key, problem_text, history=None):
|
| 273 |
if not api_key.strip():
|
| 274 |
return "Please enter your OpenRouter API key.", None, None, history
|
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|
| 275 |
if not problem_text.strip():
|
| 276 |
return "Please enter a math problem.", None, None, history
|
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|
| 277 |
try:
|
| 278 |
client = OpenAI(
|
| 279 |
base_url="https://openrouter.ai/api/v1",
|
| 280 |
api_key=api_key,
|
| 281 |
)
|
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|
| 282 |
messages = [
|
| 283 |
+
{
|
| 284 |
+
"role": "system",
|
| 285 |
+
"content": """You are an expert math tutor who explains concepts clearly and thoroughly. Analyze the given math problem and provide a detailed step-by-step solution. For each step:
|
| 286 |
+
1. Show the mathematical operation
|
| 287 |
+
2. Explain why this step is necessary
|
| 288 |
+
3. Connect it to relevant mathematical concepts
|
| 289 |
+
Format your response using markdown with clear section headers. Begin with an "Initial Analysis" section, follow with numbered steps, and conclude with a "Final Answer" section. Use proper markdown formatting including:
|
| 290 |
+
- Headers (##, ###)
|
| 291 |
+
- **Bold text** for important points
|
| 292 |
+
- Use LaTeX math delimiters: $...$ for inline math, $$...$$ for display math. Use LaTeX syntax inside (e.g., $$A = \\pi r^2$$, $\\boxed{25\\pi}$).
|
| 293 |
+
- Lists and numbered steps
|
| 294 |
+
- Tables if needed for comparisons or data
|
| 295 |
+
Do not use [ ] or code blocks for math expressions; use math delimiters instead."""
|
| 296 |
+
},
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|
| 297 |
]
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|
| 298 |
# Add conversation history if it exists
|
| 299 |
if history:
|
| 300 |
for exchange in history:
|
| 301 |
messages.append({"role": "user", "content": exchange[0]})
|
| 302 |
if len(exchange) > 1 and exchange[1]:
|
| 303 |
+
# Check if there's a response
|
| 304 |
messages.append({"role": "assistant", "content": exchange[1]})
|
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|
| 305 |
# Add the current problem
|
| 306 |
messages.append({"role": "user", "content": f"Solve this math problem step-by-step: {problem_text}"})
|
|
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|
| 307 |
# Create the completion
|
| 308 |
completion = client.chat.completions.create(
|
| 309 |
+
model="deepseek/deepseek-r1-0528:free",
|
| 310 |
messages=messages,
|
| 311 |
extra_headers={
|
| 312 |
"HTTP-Referer": "https://advancedmathtutor.edu",
|
| 313 |
"X-Title": "Advanced Math Tutor",
|
| 314 |
}
|
| 315 |
)
|
|
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|
| 316 |
markdown_solution = completion.choices[0].message.content
|
|
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|
| 317 |
# Convert to HTML
|
| 318 |
html_solution = markdown_to_html(markdown_solution, problem_text)
|
|
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|
| 319 |
# Save HTML file
|
| 320 |
html_file_path = save_html_to_file(html_solution, "openrouter_solution")
|
| 321 |
+
# Convert to PDF
|
|
|
|
| 322 |
pdf_file_path = html_to_pdf(html_solution, "openrouter_solution")
|
|
|
|
| 323 |
# Update history
|
| 324 |
if history is None:
|
| 325 |
history = []
|
| 326 |
history.append((problem_text, markdown_solution))
|
|
|
|
| 327 |
return html_solution, html_file_path, pdf_file_path, history
|
|
|
|
| 328 |
except Exception as e:
|
| 329 |
error_message = f"Error: {str(e)}"
|
| 330 |
return error_message, None, None, history
|
|
|
|
| 333 |
def generate_math_solution_together(api_key, problem_text, image_path=None, history=None):
|
| 334 |
if not api_key.strip():
|
| 335 |
return "Please enter your Together AI API key.", None, None, history
|
|
|
|
| 336 |
if not problem_text.strip() and image_path is None:
|
| 337 |
return "Please enter a math problem or upload an image of a math problem.", None, None, history
|
|
|
|
| 338 |
try:
|
| 339 |
client = Together(api_key=api_key)
|
|
|
|
| 340 |
# Create the base message structure
|
| 341 |
messages = [
|
| 342 |
{
|
| 343 |
"role": "system",
|
| 344 |
+
"content": """You are an expert math tutor who explains concepts clearly and thoroughly. Analyze the given math problem and provide a detailed step-by-step solution. For each step:
|
| 345 |
+
1. Show the mathematical operation
|
| 346 |
+
2. Explain why this step is necessary
|
| 347 |
+
3. Connect it to relevant mathematical concepts
|
| 348 |
+
Format your response using markdown with clear section headers. Begin with an "Initial Analysis" section, follow with numbered steps, and conclude with a "Final Answer" section. Use proper markdown formatting including:
|
| 349 |
+
- Headers (##, ###)
|
| 350 |
+
- **Bold text** for important points
|
| 351 |
+
- Use LaTeX math delimiters: $...$ for inline math, $$...$$ for display math. Use LaTeX syntax inside (e.g., $$A = \\pi r^2$$, $\\boxed{25\\pi}$).
|
| 352 |
+
- Lists and numbered steps
|
| 353 |
+
- Tables if needed for comparisons or data
|
| 354 |
+
Do not use [ ] or code blocks for math expressions; use math delimiters instead."""
|
|
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|
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|
|
|
|
| 355 |
}
|
| 356 |
]
|
|
|
|
| 357 |
# Add conversation history if it exists
|
| 358 |
if history:
|
| 359 |
for exchange in history:
|
| 360 |
messages.append({"role": "user", "content": exchange[0]})
|
| 361 |
if len(exchange) > 1 and exchange[1]:
|
| 362 |
+
# Check if there's a response
|
| 363 |
messages.append({"role": "assistant", "content": exchange[1]})
|
|
|
|
| 364 |
# Prepare the user message content
|
| 365 |
user_message_content = []
|
|
|
|
| 366 |
# Add text content if provided
|
| 367 |
if problem_text.strip():
|
| 368 |
+
user_message_content.append(
|
| 369 |
+
{
|
| 370 |
+
"type": "text",
|
| 371 |
+
"text": f"Solve this math problem: {problem_text}"
|
| 372 |
+
}
|
| 373 |
+
)
|
| 374 |
else:
|
| 375 |
+
user_message_content.append(
|
| 376 |
+
{
|
| 377 |
+
"type": "text",
|
| 378 |
+
"text": "Solve this math problem from the image:"
|
| 379 |
+
}
|
| 380 |
+
)
|
| 381 |
# Add image if provided
|
| 382 |
if image_path:
|
| 383 |
# Convert image to base64
|
| 384 |
base64_image = image_to_base64(image_path)
|
| 385 |
if base64_image:
|
| 386 |
+
user_message_content.append(
|
| 387 |
+
{
|
| 388 |
+
"type": "image_url",
|
| 389 |
+
"image_url": {
|
| 390 |
+
"url": f"data:image/jpeg;base64,{base64_image}"
|
| 391 |
+
}
|
| 392 |
}
|
| 393 |
+
)
|
|
|
|
| 394 |
# Add the user message with content
|
| 395 |
+
messages.append(
|
| 396 |
+
{
|
| 397 |
+
"role": "user",
|
| 398 |
+
"content": user_message_content
|
| 399 |
+
}
|
| 400 |
+
)
|
| 401 |
# Create the completion
|
| 402 |
response = client.chat.completions.create(
|
| 403 |
model="ServiceNow-AI/Apriel-1.5-15b-Thinker",
|
| 404 |
messages=messages,
|
| 405 |
stream=False
|
| 406 |
)
|
|
|
|
| 407 |
markdown_solution = response.choices[0].message.content
|
|
|
|
| 408 |
# Convert to HTML
|
| 409 |
problem_display = problem_text if problem_text.strip() else "Image-based problem"
|
| 410 |
html_solution = markdown_to_html(markdown_solution, problem_display)
|
|
|
|
| 411 |
# Save HTML file
|
| 412 |
html_file_path = save_html_to_file(html_solution, "together_solution")
|
| 413 |
+
# Convert to PDF
|
|
|
|
| 414 |
pdf_file_path = html_to_pdf(html_solution, "together_solution")
|
| 415 |
+
# Update history - for simplicity, just store the text problem
|
|
|
|
| 416 |
if history is None:
|
| 417 |
history = []
|
| 418 |
history.append((problem_display, markdown_solution))
|
|
|
|
| 419 |
return html_solution, html_file_path, pdf_file_path, history
|
|
|
|
| 420 |
except Exception as e:
|
| 421 |
error_message = f"Error: {str(e)}"
|
| 422 |
return error_message, None, None, history
|
|
|
|
| 425 |
def image_to_base64(image_path):
|
| 426 |
if image_path is None:
|
| 427 |
return None
|
|
|
|
| 428 |
try:
|
| 429 |
with open(image_path, "rb") as img_file:
|
| 430 |
return base64.b64encode(img_file.read()).decode("utf-8")
|
|
|
|
| 436 |
def create_demo():
|
| 437 |
with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue")) as demo:
|
| 438 |
gr.Markdown("# 📚 Advanced Math Tutor")
|
| 439 |
+
gr.Markdown(
|
| 440 |
+
"""This application provides step-by-step solutions to math problems using advanced AI models. Solutions are generated in **HTML format** with download and print-to-PDF capabilities. Choose between OpenRouter's Phi-4-reasoning-plus for text-based problems or Together AI's Llama-Vision for problems with images."""
|
| 441 |
+
)
|
|
|
|
|
|
|
|
|
|
| 442 |
# Main tabs
|
| 443 |
with gr.Tabs():
|
| 444 |
# Text-based problem solver (OpenRouter)
|
|
|
|
| 446 |
with gr.Row():
|
| 447 |
with gr.Column(scale=1):
|
| 448 |
openrouter_api_key = gr.Textbox(
|
| 449 |
+
label="OpenRouter API Key",
|
| 450 |
placeholder="Enter your OpenRouter API key (starts with sk-or-)",
|
| 451 |
type="password"
|
| 452 |
)
|
| 453 |
text_problem_input = gr.Textbox(
|
| 454 |
+
label="Math Problem",
|
| 455 |
placeholder="Enter your math problem here...",
|
| 456 |
lines=5
|
| 457 |
)
|
|
|
|
| 460 |
["Solve the quadratic equation: 3x² + 5x - 2 = 0"],
|
| 461 |
["Find the derivative of f(x) = x³ln(x)"],
|
| 462 |
["Calculate the area of a circle with radius 5 cm"],
|
| 463 |
+
["Find all values of x that satisfy the equation: log₂(x-1) + log₂(x+3) = 5"]
|
| 464 |
],
|
| 465 |
inputs=[text_problem_input],
|
| 466 |
label="Example Problems"
|
| 467 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 468 |
with gr.Row():
|
| 469 |
+
openrouter_submit_btn = gr.Button("Solve Problem", variant="primary")
|
| 470 |
+
openrouter_clear_btn = gr.Button("Clear")
|
| 471 |
+
with gr.Column(scale=2):
|
| 472 |
+
openrouter_solution_output = gr.HTML(label="Solution (HTML Format)")
|
| 473 |
+
with gr.Row():
|
| 474 |
+
openrouter_html_download = gr.File(
|
| 475 |
+
label="📄 Download HTML Solution",
|
| 476 |
+
visible=False
|
| 477 |
+
)
|
| 478 |
+
openrouter_pdf_download = gr.File(
|
| 479 |
+
label="📄 Download PDF Solution",
|
| 480 |
+
visible=False
|
| 481 |
+
)
|
| 482 |
+
# Store conversation history (invisible to user)
|
| 483 |
openrouter_conversation_history = gr.State(value=None)
|
| 484 |
+
# Button actions
|
| 485 |
def handle_openrouter_submit(api_key, problem_text, history):
|
| 486 |
html_solution, html_file, pdf_file, updated_history = generate_math_solution_openrouter(
|
| 487 |
api_key, problem_text, history
|
| 488 |
)
|
| 489 |
+
# Return outputs including file updates
|
| 490 |
return (
|
| 491 |
html_solution,
|
| 492 |
updated_history,
|
| 493 |
gr.update(value=html_file, visible=html_file is not None),
|
| 494 |
gr.update(value=pdf_file, visible=pdf_file is not None)
|
| 495 |
)
|
| 496 |
+
|
| 497 |
openrouter_submit_btn.click(
|
| 498 |
fn=handle_openrouter_submit,
|
| 499 |
inputs=[openrouter_api_key, text_problem_input, openrouter_conversation_history],
|
| 500 |
outputs=[
|
| 501 |
+
openrouter_solution_output,
|
| 502 |
openrouter_conversation_history,
|
| 503 |
openrouter_html_download,
|
| 504 |
openrouter_pdf_download
|
| 505 |
]
|
| 506 |
)
|
| 507 |
+
|
| 508 |
def clear_openrouter():
|
| 509 |
return (
|
| 510 |
"",
|
|
|
|
| 512 |
gr.update(value=None, visible=False),
|
| 513 |
gr.update(value=None, visible=False)
|
| 514 |
)
|
| 515 |
+
|
| 516 |
openrouter_clear_btn.click(
|
| 517 |
fn=clear_openrouter,
|
| 518 |
inputs=[],
|
| 519 |
outputs=[
|
| 520 |
+
openrouter_solution_output,
|
| 521 |
openrouter_conversation_history,
|
| 522 |
openrouter_html_download,
|
| 523 |
openrouter_pdf_download
|
| 524 |
]
|
| 525 |
)
|
| 526 |
+
|
| 527 |
# Image-based problem solver (Together AI)
|
| 528 |
with gr.TabItem("Image Problem Solver (Together AI)"):
|
| 529 |
with gr.Row():
|
| 530 |
with gr.Column(scale=1):
|
| 531 |
together_api_key = gr.Textbox(
|
| 532 |
+
label="Together AI API Key",
|
| 533 |
placeholder="Enter your Together AI API key",
|
| 534 |
type="password"
|
| 535 |
)
|
| 536 |
together_problem_input = gr.Textbox(
|
| 537 |
+
label="Problem Description (Optional)",
|
| 538 |
+
placeholder="Enter additional context for the image problem...",
|
| 539 |
lines=3
|
| 540 |
)
|
| 541 |
together_image_input = gr.Image(
|
| 542 |
label="Upload Math Problem Image",
|
| 543 |
type="filepath"
|
| 544 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 545 |
with gr.Row():
|
| 546 |
+
together_submit_btn = gr.Button("Solve Problem", variant="primary")
|
| 547 |
+
together_clear_btn = gr.Button("Clear")
|
| 548 |
+
with gr.Column(scale=2):
|
| 549 |
+
together_solution_output = gr.HTML(label="Solution (HTML Format)")
|
| 550 |
+
with gr.Row():
|
| 551 |
+
together_html_download = gr.File(
|
| 552 |
+
label="📄 Download HTML Solution",
|
| 553 |
+
visible=False
|
| 554 |
+
)
|
| 555 |
+
together_pdf_download = gr.File(
|
| 556 |
+
label="📄 Download PDF Solution",
|
| 557 |
+
visible=False
|
| 558 |
+
)
|
| 559 |
+
# Store conversation history (invisible to user)
|
| 560 |
together_conversation_history = gr.State(value=None)
|
| 561 |
+
# Button actions
|
| 562 |
def handle_together_submit(api_key, problem_text, image_path, history):
|
| 563 |
html_solution, html_file, pdf_file, updated_history = generate_math_solution_together(
|
| 564 |
api_key, problem_text, image_path, history
|
| 565 |
)
|
| 566 |
+
# Return outputs including file updates
|
| 567 |
return (
|
| 568 |
html_solution,
|
| 569 |
updated_history,
|
| 570 |
gr.update(value=html_file, visible=html_file is not None),
|
| 571 |
gr.update(value=pdf_file, visible=pdf_file is not None)
|
| 572 |
)
|
| 573 |
+
|
| 574 |
together_submit_btn.click(
|
| 575 |
fn=handle_together_submit,
|
| 576 |
inputs=[together_api_key, together_problem_input, together_image_input, together_conversation_history],
|
| 577 |
outputs=[
|
| 578 |
+
together_solution_output,
|
| 579 |
together_conversation_history,
|
| 580 |
together_html_download,
|
| 581 |
together_pdf_download
|
| 582 |
]
|
| 583 |
)
|
| 584 |
+
|
| 585 |
def clear_together():
|
| 586 |
return (
|
| 587 |
"",
|
|
|
|
| 589 |
gr.update(value=None, visible=False),
|
| 590 |
gr.update(value=None, visible=False)
|
| 591 |
)
|
| 592 |
+
|
| 593 |
together_clear_btn.click(
|
| 594 |
fn=clear_together,
|
| 595 |
inputs=[],
|
| 596 |
outputs=[
|
| 597 |
+
together_solution_output,
|
| 598 |
together_conversation_history,
|
| 599 |
together_html_download,
|
| 600 |
together_pdf_download
|
| 601 |
]
|
| 602 |
)
|
| 603 |
+
|
| 604 |
# Help tab
|
| 605 |
+
with gr.TabItem("Help"):
|
| 606 |
+
gr.Markdown(
|
| 607 |
+
"""## How to Use the Advanced Math Tutor
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 608 |
|
| 609 |
+
### New Features 🎉
|
| 610 |
+
- **HTML-formatted solutions**: All responses are now generated in beautiful HTML format with MathJax for proper math rendering
|
| 611 |
+
- **Download HTML**: Download the complete solution as an HTML file (math renders perfectly)
|
| 612 |
+
- **Download PDF**: Convert and download solutions as PDF files (note: math may appear as raw LaTeX in server-generated PDF due to limitations; use browser print for best results)
|
| 613 |
+
- **Print functionality**: Use the "Print to PDF" button in the HTML output to print directly (renders math via MathJax)
|
| 614 |
+
|
| 615 |
+
### Getting Started
|
| 616 |
+
#### For Text-Based Problems (OpenRouter)
|
| 617 |
+
1. You'll need an API key from OpenRouter
|
| 618 |
+
2. Sign up at [OpenRouter](https://openrouter.ai/) to get your API key
|
| 619 |
+
3. Enter your API key in the designated field in the "Text Problem Solver" tab
|
| 620 |
+
|
| 621 |
+
#### For Image-Based Problems (Together AI)
|
| 622 |
+
1. You'll need an API key from Together AI
|
| 623 |
+
2. Sign up at [Together AI](https://www.together.ai/) to get your API key
|
| 624 |
+
3. Enter your API key in the designated field in the "Image Problem Solver" tab
|
| 625 |
+
4. Upload an image of your math problem
|
| 626 |
+
5. Optionally add text to provide additional context
|
| 627 |
+
|
| 628 |
+
### Solving Math Problems
|
| 629 |
+
- For text problems: Type or paste your math problem in the input field
|
| 630 |
+
- For image problems: Upload a clear image of the math problem
|
| 631 |
+
- Click "Solve Problem" to get a detailed step-by-step solution in HTML format
|
| 632 |
+
- Use the download buttons to save HTML or PDF versions
|
| 633 |
+
- Click "Print to PDF" within the solution to print directly from your browser
|
| 634 |
+
|
| 635 |
+
### HTML Output Features
|
| 636 |
+
- **Professional styling**: Clean, readable format with proper typography
|
| 637 |
+
- **Mathematical expressions**: Rendered with MathJax for beautiful LaTeX support
|
| 638 |
+
- **Step-by-step sections**: Clearly organized solution steps
|
| 639 |
+
- **Print-friendly**: Optimized for printing and PDF conversion
|
| 640 |
+
- **Timestamps**: Each solution includes generation timestamp
|
| 641 |
+
|
| 642 |
+
**Note**: For best math rendering in PDF, open the HTML in your browser and use "Print to PDF" – this executes MathJax for perfect equations. The server-generated PDF may show raw math delimiters.
|
| 643 |
+
|
| 644 |
+
### Tips for Best Results
|
| 645 |
+
- Be specific in your problem description
|
| 646 |
+
- Include all necessary information
|
| 647 |
+
- For complex equations, use clear notation
|
| 648 |
+
- For algebraic expressions, describe clearly (AI will format math properly)
|
| 649 |
+
- Use parentheses to group terms clearly
|
| 650 |
+
- For images, ensure the math problem is clearly visible and well-lit
|
| 651 |
+
|
| 652 |
+
### Types of Problems You Can Solve
|
| 653 |
+
- Algebra (equations, inequalities, systems of equations)
|
| 654 |
+
- Calculus (derivatives, integrals, limits)
|
| 655 |
+
- Trigonometry
|
| 656 |
+
- Geometry
|
| 657 |
+
- Statistics and Probability
|
| 658 |
+
- Number Theory
|
| 659 |
+
- And many more!
|
| 660 |
+
|
| 661 |
+
### Required Dependencies
|
| 662 |
+
To run this application, you'll need to install:
|
| 663 |
+
```bash
|
| 664 |
+
pip install gradio openai together pillow markdown weasyprint
|
| 665 |
+
|
| 666 |
+
MathJax is loaded via CDN – no additional install needed."""
|
| 667 |
+
)
|
| 668 |
+
return demo
|
| 669 |
|
| 670 |
# Launch the app
|
| 671 |
if __name__ == "__main__":
|