Update app.py
Browse files
app.py
CHANGED
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@@ -13,17 +13,27 @@ import tempfile
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import weasyprint
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from pathlib import Path
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# Function to convert markdown to HTML with styling
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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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# Create styled HTML document
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styled_html = f"""
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<!DOCTYPE html>
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<html lang="en">
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@@ -31,152 +41,222 @@ def markdown_to_html(markdown_text, problem_text="", include_problem=True):
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Math Solution - Advanced Math Tutor</title>
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<style>
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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.
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color: #333;
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max-width:
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margin: 0 auto;
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padding: 20px;
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background-color: #
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}}
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.container {{
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background-color: white;
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padding:
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border-radius:
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box-shadow: 0
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}}
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.header {{
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text-align: center;
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border-bottom:
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padding-bottom:
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margin-bottom:
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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.
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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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}}
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.problem-section {{
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background-color: #
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padding:
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border-radius:
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margin-bottom:
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border-left:
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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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}}
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.solution-content {{
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background-color: #
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padding:
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border-radius:
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border-left:
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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:
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margin-bottom: 15px;
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}}
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h2 {{
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border-bottom: 2px solid #
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padding-bottom:
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}}
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code {{
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background-color: #
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padding:
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border-radius:
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font-family: 'Courier New', monospace;
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color: #
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}}
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pre {{
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background-color: #
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padding:
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border-radius:
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overflow-x: auto;
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border: 1px solid #
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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:
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}}
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.math-expression {{
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background-color: #
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padding:
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border-radius:
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border: 1px solid #
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margin:
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font-size: 1.
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}}
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.step {{
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margin:
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padding:
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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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}}
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.final-answer {{
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background-color: #d4edda;
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border:
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padding:
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border-radius:
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margin-top:
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text-align: center;
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font-
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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.
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margin-top:
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padding-top:
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border-top:
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}}
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ul, ol {{
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padding-left:
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}}
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li {{
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margin:
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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:
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}}
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th, td {{
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border: 1px solid #
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padding:
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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:
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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:
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border-radius:
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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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}}
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.print-button:hover {{
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background-color: #0056b3;
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}}
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@media print {{
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body {{
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background-color: white;
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@@ -184,6 +264,7 @@ def markdown_to_html(markdown_text, problem_text="", include_problem=True):
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.container {{
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box-shadow: none;
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border: none;
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}}
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.print-button {{
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display: none;
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@@ -194,6 +275,15 @@ def markdown_to_html(markdown_text, problem_text="", include_problem=True):
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function printPage() {{
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window.print();
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}}
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</script>
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</head>
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<body>
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@@ -242,7 +332,7 @@ def save_html_to_file(html_content, filename_prefix="math_solution"):
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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 and return the file path"""
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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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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weasyprint.HTML(string=html_content).write_pdf(pdf_path)
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return pdf_path
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except Exception as e:
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"""You are an expert math tutor who explains concepts clearly and thoroughly.
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Analyze the given math problem and provide a detailed step-by-step solution.
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For each step:
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1. Show the mathematical operation
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2. Explain why this step is necessary
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3. Connect it to relevant mathematical concepts
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Format your response using markdown with clear section headers.
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Begin with an "Initial Analysis" section, follow with numbered steps,
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and conclude with a "Final Answer" section.
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Use proper markdown formatting including:
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- Headers (##, ###)
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- **Bold text** for important points
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- `Code blocks` for mathematical expressions
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- Lists and numbered steps
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- Tables if needed for comparisons or data"""},
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]
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if history:
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for exchange in history:
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messages.append({"role": "user", "content": exchange[0]})
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if len(exchange) > 1 and exchange[1]:
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messages.append({"role": "assistant", "content": exchange[1]})
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# Add the current problem
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# Create the completion
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completion = client.chat.completions.create(
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model="
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messages=messages,
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extra_headers={
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"HTTP-Referer": "https://advancedmathtutor.edu",
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"content": """You are an expert math tutor who explains concepts clearly and thoroughly.
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Analyze the given math problem and provide a detailed step-by-step solution.
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For each step:
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1. Show the mathematical operation
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2. Explain why this step is necessary
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3. Connect it to relevant mathematical concepts
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Format your response using markdown with clear section headers.
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Begin with an "Initial Analysis" section, follow with numbered steps,
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and conclude with a "Final Answer" section.
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Use proper markdown formatting including:
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- Headers (##, ###)
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- **Bold text** for important points
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- `Code blocks` for mathematical expressions
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- Lists and numbered steps
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- Tables if needed for comparisons or data"""
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}
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if history:
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for exchange in history:
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messages.append({"role": "user", "content": exchange[0]})
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if len(exchange) > 1 and exchange[1]:
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messages.append({"role": "assistant", "content": exchange[1]})
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# Prepare the user message content
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# Convert to PDF
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pdf_file_path = html_to_pdf(html_solution, "together_solution")
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# Update history
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if history is None:
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history = []
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history.append((problem_display, markdown_solution))
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gr.Markdown("# 📚 Advanced Math Tutor")
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gr.Markdown("""
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This application provides step-by-step solutions to math problems using advanced AI models.
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Solutions are generated in **HTML format** with
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Choose between OpenRouter
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Apriel-1.5-15b-Thinker for problems with images.
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""")
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# Main tabs
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["Solve the quadratic equation: 3x² + 5x - 2 = 0"],
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["Find the derivative of f(x) = x³ln(x)"],
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["Calculate the area of a circle with radius 5 cm"],
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["Find all values of x that satisfy
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],
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inputs=[text_problem_input],
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label="Example Problems"
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openrouter_clear_btn = gr.Button("Clear")
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with gr.Column(scale=2):
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openrouter_solution_output = gr.HTML(label="Solution (HTML
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with gr.Row():
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openrouter_html_download = gr.File(
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visible=False
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)
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# Store conversation history (invisible to user)
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openrouter_conversation_history = gr.State(value=None)
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# Button actions
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def handle_openrouter_submit(api_key, problem_text, history):
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html_solution, html_file, pdf_file, updated_history = generate_math_solution_openrouter(
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api_key, problem_text, history
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)
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# Return outputs including file updates
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return (
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html_solution,
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updated_history,
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)
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together_problem_input = gr.Textbox(
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label="Problem Description (Optional)",
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placeholder="Enter additional context
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lines=3
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)
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together_image_input = gr.Image(
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together_clear_btn = gr.Button("Clear")
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with gr.Column(scale=2):
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together_solution_output = gr.HTML(label="Solution (HTML
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with gr.Row():
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together_html_download = gr.File(
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visible=False
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)
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# Store conversation history (invisible to user)
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together_conversation_history = gr.State(value=None)
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# Button actions
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def handle_together_submit(api_key, problem_text, image_path, history):
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html_solution, html_file, pdf_file, updated_history = generate_math_solution_together(
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api_key, problem_text, image_path, history
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)
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# Return outputs including file updates
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return (
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html_solution,
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updated_history,
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gr.Markdown("""
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## How to Use the Advanced Math Tutor
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###
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- **
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- **
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- **Download
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- **
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### Getting Started
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#### For Text
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1.
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2.
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3.
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#### For Image
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1.
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2.
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3.
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4. Upload an image of your math problem
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5. Optionally add text to provide additional context
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###
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###
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- **Timestamps**: Each solution includes generation timestamp
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###
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- For algebraic expressions, use ^ for exponents (e.g., x^2 for x²)
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- Use parentheses to group terms clearly
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- For images, ensure the math problem is clearly visible and well-lit
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### Types of Problems You Can Solve
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- Algebra (equations, inequalities, systems of equations)
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- Calculus (derivatives, integrals, limits)
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- Trigonometry
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- Geometry
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- Statistics and Probability
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- Number Theory
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- And many more!
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### Required Dependencies
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To run this application, you'll need to install:
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| 698 |
-
```bash
|
| 699 |
-
pip install gradio openai together pillow markdown weasyprint
|
| 700 |
-
```
|
| 701 |
""")
|
| 702 |
|
| 703 |
-
# Footer
|
| 704 |
gr.Markdown("""
|
| 705 |
---
|
| 706 |
### About
|
| 707 |
-
|
| 708 |
-
|
| 709 |
-
|
| 710 |
-
**New Features:**
|
| 711 |
-
- HTML-formatted responses with professional styling
|
| 712 |
-
- Download solutions as HTML files
|
| 713 |
-
- Convert and download solutions as PDF files
|
| 714 |
-
- Print-to-PDF functionality
|
| 715 |
-
- Enhanced formatting with mathematical expressions highlighting
|
| 716 |
-
|
| 717 |
-
Your API keys are required but not stored permanently.
|
| 718 |
""")
|
| 719 |
|
| 720 |
return demo
|
|
|
|
| 13 |
import weasyprint
|
| 14 |
from pathlib import Path
|
| 15 |
|
| 16 |
+
# Function to convert markdown to HTML with styling and MathJax
|
| 17 |
def markdown_to_html(markdown_text, problem_text="", include_problem=True):
|
| 18 |
+
"""Convert markdown to styled HTML with proper math rendering"""
|
| 19 |
|
| 20 |
# Convert markdown to HTML
|
| 21 |
html_content = markdown.markdown(markdown_text, extensions=['tables', 'fenced_code'])
|
| 22 |
|
| 23 |
+
# Replace LaTeX delimiters for MathJax
|
| 24 |
+
# Handle display math: \[ ... \] and $$ ... $$
|
| 25 |
+
html_content = re.sub(r'\\\[(.*?)\\\]', r'\\[\1\\]', html_content, flags=re.DOTALL)
|
| 26 |
+
html_content = re.sub(r'\$\$(.*?)\$\$', r'\\[\1\\]', html_content, flags=re.DOTALL)
|
| 27 |
+
|
| 28 |
+
# Handle inline math: \( ... \) and $ ... $
|
| 29 |
+
html_content = re.sub(r'\\\((.*?)\\\)', r'\\(\1\\)', html_content)
|
| 30 |
+
# Be careful with single $ as it might be regular dollar signs
|
| 31 |
+
html_content = re.sub(r'(?<!\$)\$(?!\$)([^\$]+?)(?<!\$)\$(?!\$)', r'\\(\1\\)', html_content)
|
| 32 |
+
|
| 33 |
# Get current timestamp
|
| 34 |
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
| 35 |
|
| 36 |
+
# Create styled HTML document with MathJax
|
| 37 |
styled_html = f"""
|
| 38 |
<!DOCTYPE html>
|
| 39 |
<html lang="en">
|
|
|
|
| 41 |
<meta charset="UTF-8">
|
| 42 |
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 43 |
<title>Math Solution - Advanced Math Tutor</title>
|
| 44 |
+
|
| 45 |
+
<!-- MathJax for rendering mathematical notation -->
|
| 46 |
+
<script src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
|
| 47 |
+
<script id="MathJax-script" async src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
|
| 48 |
+
<script>
|
| 49 |
+
window.MathJax = {{
|
| 50 |
+
tex: {{
|
| 51 |
+
inlineMath: [['\\\\(', '\\\\)']],
|
| 52 |
+
displayMath: [['\\\\[', '\\\\]']],
|
| 53 |
+
processEscapes: true,
|
| 54 |
+
processEnvironments: true
|
| 55 |
+
}},
|
| 56 |
+
options: {{
|
| 57 |
+
skipHtmlTags: ['script', 'noscript', 'style', 'textarea', 'pre']
|
| 58 |
+
}}
|
| 59 |
+
}};
|
| 60 |
+
</script>
|
| 61 |
+
|
| 62 |
<style>
|
| 63 |
body {{
|
| 64 |
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
|
| 65 |
+
line-height: 1.8;
|
| 66 |
color: #333;
|
| 67 |
+
max-width: 900px;
|
| 68 |
margin: 0 auto;
|
| 69 |
padding: 20px;
|
| 70 |
+
background-color: #f5f7fa;
|
| 71 |
}}
|
| 72 |
.container {{
|
| 73 |
background-color: white;
|
| 74 |
+
padding: 50px;
|
| 75 |
+
border-radius: 12px;
|
| 76 |
+
box-shadow: 0 5px 15px rgba(0, 0, 0, 0.08);
|
| 77 |
}}
|
| 78 |
.header {{
|
| 79 |
text-align: center;
|
| 80 |
+
border-bottom: 4px solid #4CAF50;
|
| 81 |
+
padding-bottom: 25px;
|
| 82 |
+
margin-bottom: 40px;
|
| 83 |
}}
|
| 84 |
.header h1 {{
|
| 85 |
color: #2c3e50;
|
| 86 |
margin: 0;
|
| 87 |
+
font-size: 2.8em;
|
| 88 |
+
font-weight: 700;
|
| 89 |
}}
|
| 90 |
.header .subtitle {{
|
| 91 |
color: #7f8c8d;
|
| 92 |
font-style: italic;
|
| 93 |
margin-top: 10px;
|
| 94 |
+
font-size: 1.1em;
|
| 95 |
}}
|
| 96 |
.problem-section {{
|
| 97 |
+
background-color: #e8f5e9;
|
| 98 |
+
padding: 25px;
|
| 99 |
+
border-radius: 10px;
|
| 100 |
+
margin-bottom: 35px;
|
| 101 |
+
border-left: 6px solid #4CAF50;
|
| 102 |
+
box-shadow: 0 2px 5px rgba(0,0,0,0.05);
|
| 103 |
}}
|
| 104 |
.problem-section h2 {{
|
| 105 |
color: #2c3e50;
|
| 106 |
margin-top: 0;
|
| 107 |
+
font-size: 1.6em;
|
| 108 |
+
}}
|
| 109 |
+
.problem-section p {{
|
| 110 |
+
font-size: 1.1em;
|
| 111 |
+
line-height: 1.6;
|
| 112 |
}}
|
| 113 |
.solution-content {{
|
| 114 |
+
background-color: #fafbfc;
|
| 115 |
+
padding: 30px;
|
| 116 |
+
border-radius: 10px;
|
| 117 |
+
border-left: 6px solid #007bff;
|
| 118 |
+
box-shadow: 0 2px 5px rgba(0,0,0,0.05);
|
| 119 |
}}
|
| 120 |
h1, h2, h3, h4, h5, h6 {{
|
| 121 |
color: #2c3e50;
|
| 122 |
+
margin-top: 30px;
|
| 123 |
margin-bottom: 15px;
|
| 124 |
+
font-weight: 600;
|
| 125 |
}}
|
| 126 |
h2 {{
|
| 127 |
+
border-bottom: 2px solid #e1e4e8;
|
| 128 |
+
padding-bottom: 12px;
|
| 129 |
+
font-size: 1.8em;
|
| 130 |
+
}}
|
| 131 |
+
h3 {{
|
| 132 |
+
font-size: 1.4em;
|
| 133 |
+
color: #34495e;
|
| 134 |
+
}}
|
| 135 |
+
h4 {{
|
| 136 |
+
font-size: 1.2em;
|
| 137 |
+
color: #34495e;
|
| 138 |
}}
|
| 139 |
code {{
|
| 140 |
+
background-color: #f1f3f5;
|
| 141 |
+
padding: 3px 8px;
|
| 142 |
+
border-radius: 4px;
|
| 143 |
+
font-family: 'Courier New', Consolas, monospace;
|
| 144 |
+
color: #e83e8c;
|
| 145 |
+
font-size: 0.9em;
|
| 146 |
}}
|
| 147 |
pre {{
|
| 148 |
+
background-color: #f6f8fa;
|
| 149 |
+
padding: 20px;
|
| 150 |
+
border-radius: 6px;
|
| 151 |
overflow-x: auto;
|
| 152 |
+
border: 1px solid #d1d5da;
|
| 153 |
+
line-height: 1.6;
|
| 154 |
}}
|
| 155 |
pre code {{
|
| 156 |
background-color: transparent;
|
| 157 |
padding: 0;
|
| 158 |
+
color: #24292e;
|
| 159 |
}}
|
| 160 |
.math-expression {{
|
| 161 |
+
background-color: #fff9e6;
|
| 162 |
+
padding: 15px;
|
| 163 |
+
border-radius: 6px;
|
| 164 |
+
border: 1px solid #ffe066;
|
| 165 |
+
margin: 15px 0;
|
| 166 |
+
text-align: center;
|
| 167 |
+
font-size: 1.15em;
|
| 168 |
}}
|
| 169 |
.step {{
|
| 170 |
+
margin: 25px 0;
|
| 171 |
+
padding: 20px;
|
| 172 |
background-color: #ffffff;
|
| 173 |
border-radius: 8px;
|
| 174 |
border: 1px solid #dee2e6;
|
| 175 |
+
box-shadow: 0 1px 3px rgba(0,0,0,0.05);
|
| 176 |
}}
|
| 177 |
.final-answer {{
|
| 178 |
background-color: #d4edda;
|
| 179 |
+
border: 3px solid #28a745;
|
| 180 |
+
padding: 25px;
|
| 181 |
+
border-radius: 10px;
|
| 182 |
+
margin-top: 35px;
|
| 183 |
text-align: center;
|
| 184 |
+
font-size: 1.3em;
|
| 185 |
+
}}
|
| 186 |
+
.final-answer h2, .final-answer h3 {{
|
| 187 |
+
color: #155724;
|
| 188 |
+
margin-top: 0;
|
| 189 |
}}
|
| 190 |
.timestamp {{
|
| 191 |
text-align: right;
|
| 192 |
color: #6c757d;
|
| 193 |
+
font-size: 0.95em;
|
| 194 |
+
margin-top: 40px;
|
| 195 |
+
padding-top: 25px;
|
| 196 |
+
border-top: 2px solid #e9ecef;
|
| 197 |
}}
|
| 198 |
ul, ol {{
|
| 199 |
+
padding-left: 30px;
|
| 200 |
+
line-height: 1.8;
|
| 201 |
}}
|
| 202 |
li {{
|
| 203 |
+
margin: 10px 0;
|
| 204 |
}}
|
| 205 |
table {{
|
| 206 |
border-collapse: collapse;
|
| 207 |
width: 100%;
|
| 208 |
+
margin: 25px 0;
|
| 209 |
+
box-shadow: 0 1px 3px rgba(0,0,0,0.1);
|
| 210 |
}}
|
| 211 |
th, td {{
|
| 212 |
+
border: 1px solid #dee2e6;
|
| 213 |
+
padding: 14px;
|
| 214 |
text-align: left;
|
| 215 |
}}
|
| 216 |
th {{
|
| 217 |
background-color: #f8f9fa;
|
| 218 |
+
font-weight: 600;
|
| 219 |
+
color: #495057;
|
| 220 |
+
}}
|
| 221 |
+
tr:nth-child(even) {{
|
| 222 |
+
background-color: #f8f9fa;
|
| 223 |
}}
|
| 224 |
.print-button {{
|
| 225 |
background-color: #007bff;
|
| 226 |
color: white;
|
| 227 |
border: none;
|
| 228 |
+
padding: 12px 24px;
|
| 229 |
+
border-radius: 6px;
|
| 230 |
cursor: pointer;
|
| 231 |
font-size: 16px;
|
| 232 |
margin: 10px 5px;
|
| 233 |
display: inline-block;
|
| 234 |
text-decoration: none;
|
| 235 |
+
font-weight: 500;
|
| 236 |
+
transition: background-color 0.2s;
|
| 237 |
}}
|
| 238 |
.print-button:hover {{
|
| 239 |
background-color: #0056b3;
|
| 240 |
}}
|
| 241 |
+
|
| 242 |
+
/* Math styling */
|
| 243 |
+
mjx-container {{
|
| 244 |
+
margin: 10px 0 !important;
|
| 245 |
+
}}
|
| 246 |
+
|
| 247 |
+
mjx-container[display="true"] {{
|
| 248 |
+
margin: 20px 0 !important;
|
| 249 |
+
}}
|
| 250 |
+
|
| 251 |
+
/* Boxed answers */
|
| 252 |
+
.boxed {{
|
| 253 |
+
border: 2px solid #4CAF50;
|
| 254 |
+
padding: 10px 15px;
|
| 255 |
+
border-radius: 5px;
|
| 256 |
+
display: inline-block;
|
| 257 |
+
background-color: #f0f9f0;
|
| 258 |
+
}}
|
| 259 |
+
|
| 260 |
@media print {{
|
| 261 |
body {{
|
| 262 |
background-color: white;
|
|
|
|
| 264 |
.container {{
|
| 265 |
box-shadow: none;
|
| 266 |
border: none;
|
| 267 |
+
padding: 20px;
|
| 268 |
}}
|
| 269 |
.print-button {{
|
| 270 |
display: none;
|
|
|
|
| 275 |
function printPage() {{
|
| 276 |
window.print();
|
| 277 |
}}
|
| 278 |
+
|
| 279 |
+
// Wait for MathJax to finish rendering before showing content
|
| 280 |
+
window.addEventListener('load', function() {{
|
| 281 |
+
if (window.MathJax) {{
|
| 282 |
+
MathJax.startup.promise.then(function () {{
|
| 283 |
+
console.log('MathJax rendering complete');
|
| 284 |
+
}});
|
| 285 |
+
}}
|
| 286 |
+
}});
|
| 287 |
</script>
|
| 288 |
</head>
|
| 289 |
<body>
|
|
|
|
| 332 |
|
| 333 |
return file_path
|
| 334 |
|
| 335 |
+
# Function to convert HTML to PDF with proper math rendering
|
| 336 |
def html_to_pdf(html_content, filename_prefix="math_solution"):
|
| 337 |
"""Convert HTML content to PDF and return the file path"""
|
| 338 |
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
|
|
|
| 343 |
pdf_path = os.path.join(temp_dir, filename)
|
| 344 |
|
| 345 |
try:
|
| 346 |
+
# Note: WeasyPrint doesn't support MathJax rendering
|
| 347 |
+
# For PDF with proper math, we need to use a different approach
|
| 348 |
+
# This creates a basic PDF - for proper math rendering in PDF,
|
| 349 |
+
# consider using tools like puppeteer or selenium with headless browser
|
| 350 |
weasyprint.HTML(string=html_content).write_pdf(pdf_path)
|
| 351 |
return pdf_path
|
| 352 |
except Exception as e:
|
|
|
|
| 372 |
"""You are an expert math tutor who explains concepts clearly and thoroughly.
|
| 373 |
Analyze the given math problem and provide a detailed step-by-step solution.
|
| 374 |
For each step:
|
| 375 |
+
1. Show the mathematical operation using proper LaTeX notation wrapped in \\[ \\] for display math or \\( \\) for inline math
|
| 376 |
2. Explain why this step is necessary
|
| 377 |
3. Connect it to relevant mathematical concepts
|
| 378 |
|
| 379 |
+
IMPORTANT: Use proper LaTeX notation for all mathematical expressions:
|
| 380 |
+
- Use \\[ ... \\] for display (centered) equations
|
| 381 |
+
- Use \\( ... \\) for inline math
|
| 382 |
+
- Use \\boxed{} for final answers
|
| 383 |
+
- Use \\text{} for text within math mode
|
| 384 |
+
- Example: \\[ A = \\pi r^{2} \\]
|
| 385 |
+
- Example: The area \\( A \\) equals \\( \\pi r^{2} \\)
|
| 386 |
+
|
| 387 |
Format your response using markdown with clear section headers.
|
| 388 |
Begin with an "Initial Analysis" section, follow with numbered steps,
|
| 389 |
and conclude with a "Final Answer" section.
|
|
|
|
| 391 |
Use proper markdown formatting including:
|
| 392 |
- Headers (##, ###)
|
| 393 |
- **Bold text** for important points
|
|
|
|
| 394 |
- Lists and numbered steps
|
| 395 |
- Tables if needed for comparisons or data"""},
|
| 396 |
]
|
|
|
|
| 399 |
if history:
|
| 400 |
for exchange in history:
|
| 401 |
messages.append({"role": "user", "content": exchange[0]})
|
| 402 |
+
if len(exchange) > 1 and exchange[1]:
|
| 403 |
messages.append({"role": "assistant", "content": exchange[1]})
|
| 404 |
|
| 405 |
# Add the current problem
|
|
|
|
| 407 |
|
| 408 |
# Create the completion
|
| 409 |
completion = client.chat.completions.create(
|
| 410 |
+
model="deepseek/deepseek-r1-0528:free",
|
| 411 |
messages=messages,
|
| 412 |
extra_headers={
|
| 413 |
"HTTP-Referer": "https://advancedmathtutor.edu",
|
|
|
|
| 455 |
"content": """You are an expert math tutor who explains concepts clearly and thoroughly.
|
| 456 |
Analyze the given math problem and provide a detailed step-by-step solution.
|
| 457 |
For each step:
|
| 458 |
+
1. Show the mathematical operation using proper LaTeX notation wrapped in \\[ \\] for display math or \\( \\) for inline math
|
| 459 |
2. Explain why this step is necessary
|
| 460 |
3. Connect it to relevant mathematical concepts
|
| 461 |
|
| 462 |
+
IMPORTANT: Use proper LaTeX notation for all mathematical expressions:
|
| 463 |
+
- Use \\[ ... \\] for display (centered) equations
|
| 464 |
+
- Use \\( ... \\) for inline math
|
| 465 |
+
- Use \\boxed{} for final answers
|
| 466 |
+
- Use \\text{} for text within math mode
|
| 467 |
+
- Example: \\[ A = \\pi r^{2} \\]
|
| 468 |
+
- Example: The area \\( A \\) equals \\( \\pi r^{2} \\)
|
| 469 |
+
|
| 470 |
Format your response using markdown with clear section headers.
|
| 471 |
Begin with an "Initial Analysis" section, follow with numbered steps,
|
| 472 |
and conclude with a "Final Answer" section.
|
|
|
|
| 474 |
Use proper markdown formatting including:
|
| 475 |
- Headers (##, ###)
|
| 476 |
- **Bold text** for important points
|
|
|
|
| 477 |
- Lists and numbered steps
|
| 478 |
- Tables if needed for comparisons or data"""
|
| 479 |
}
|
|
|
|
| 483 |
if history:
|
| 484 |
for exchange in history:
|
| 485 |
messages.append({"role": "user", "content": exchange[0]})
|
| 486 |
+
if len(exchange) > 1 and exchange[1]:
|
| 487 |
messages.append({"role": "assistant", "content": exchange[1]})
|
| 488 |
|
| 489 |
# Prepare the user message content
|
|
|
|
| 538 |
# Convert to PDF
|
| 539 |
pdf_file_path = html_to_pdf(html_solution, "together_solution")
|
| 540 |
|
| 541 |
+
# Update history
|
| 542 |
if history is None:
|
| 543 |
history = []
|
| 544 |
history.append((problem_display, markdown_solution))
|
|
|
|
| 567 |
gr.Markdown("# 📚 Advanced Math Tutor")
|
| 568 |
gr.Markdown("""
|
| 569 |
This application provides step-by-step solutions to math problems using advanced AI models.
|
| 570 |
+
Solutions are generated in **HTML format** with proper mathematical notation rendering using MathJax.
|
| 571 |
+
Choose between OpenRouter or Together AI for problem solving.
|
|
|
|
| 572 |
""")
|
| 573 |
|
| 574 |
# Main tabs
|
|
|
|
| 592 |
["Solve the quadratic equation: 3x² + 5x - 2 = 0"],
|
| 593 |
["Find the derivative of f(x) = x³ln(x)"],
|
| 594 |
["Calculate the area of a circle with radius 5 cm"],
|
| 595 |
+
["Find all values of x that satisfy: log₂(x-1) + log₂(x+3) = 5"]
|
| 596 |
],
|
| 597 |
inputs=[text_problem_input],
|
| 598 |
label="Example Problems"
|
|
|
|
| 602 |
openrouter_clear_btn = gr.Button("Clear")
|
| 603 |
|
| 604 |
with gr.Column(scale=2):
|
| 605 |
+
openrouter_solution_output = gr.HTML(label="Solution (HTML with LaTeX)")
|
| 606 |
|
| 607 |
with gr.Row():
|
| 608 |
openrouter_html_download = gr.File(
|
|
|
|
| 614 |
visible=False
|
| 615 |
)
|
| 616 |
|
|
|
|
| 617 |
openrouter_conversation_history = gr.State(value=None)
|
| 618 |
|
|
|
|
| 619 |
def handle_openrouter_submit(api_key, problem_text, history):
|
| 620 |
html_solution, html_file, pdf_file, updated_history = generate_math_solution_openrouter(
|
| 621 |
api_key, problem_text, history
|
| 622 |
)
|
| 623 |
|
|
|
|
| 624 |
return (
|
| 625 |
html_solution,
|
| 626 |
updated_history,
|
|
|
|
| 669 |
)
|
| 670 |
together_problem_input = gr.Textbox(
|
| 671 |
label="Problem Description (Optional)",
|
| 672 |
+
placeholder="Enter additional context...",
|
| 673 |
lines=3
|
| 674 |
)
|
| 675 |
together_image_input = gr.Image(
|
|
|
|
| 681 |
together_clear_btn = gr.Button("Clear")
|
| 682 |
|
| 683 |
with gr.Column(scale=2):
|
| 684 |
+
together_solution_output = gr.HTML(label="Solution (HTML with LaTeX)")
|
| 685 |
|
| 686 |
with gr.Row():
|
| 687 |
together_html_download = gr.File(
|
|
|
|
| 693 |
visible=False
|
| 694 |
)
|
| 695 |
|
|
|
|
| 696 |
together_conversation_history = gr.State(value=None)
|
| 697 |
|
|
|
|
| 698 |
def handle_together_submit(api_key, problem_text, image_path, history):
|
| 699 |
html_solution, html_file, pdf_file, updated_history = generate_math_solution_together(
|
| 700 |
api_key, problem_text, image_path, history
|
| 701 |
)
|
| 702 |
|
|
|
|
| 703 |
return (
|
| 704 |
html_solution,
|
| 705 |
updated_history,
|
|
|
|
| 742 |
gr.Markdown("""
|
| 743 |
## How to Use the Advanced Math Tutor
|
| 744 |
|
| 745 |
+
### Key Features 🎉
|
| 746 |
+
- **Professional math rendering**: All equations rendered using MathJax/LaTeX
|
| 747 |
+
- **HTML-formatted solutions**: Beautiful, readable format
|
| 748 |
+
- **Download HTML**: Save solutions as HTML files with proper math notation
|
| 749 |
+
- **Download PDF**: Convert solutions to PDF (Note: PDF math rendering may vary)
|
| 750 |
+
- **Print functionality**: Print directly from your browser
|
| 751 |
|
| 752 |
### Getting Started
|
| 753 |
|
| 754 |
+
#### For Text Problems (OpenRouter)
|
| 755 |
+
1. Get API key from [OpenRouter](https://openrouter.ai/)
|
| 756 |
+
2. Enter your problem in proper notation
|
| 757 |
+
3. Get beautifully formatted solutions with proper mathematical notation
|
| 758 |
|
| 759 |
+
#### For Image Problems (Together AI)
|
| 760 |
+
1. Get API key from [Together AI](https://www.together.ai/)
|
| 761 |
+
2. Upload a clear image of the math problem
|
| 762 |
+
3. Optionally add context
|
|
|
|
|
|
|
| 763 |
|
| 764 |
+
### Math Notation Tips
|
| 765 |
+
- Superscripts: x² or x^2
|
| 766 |
+
- Subscripts: x₁ or x_1
|
| 767 |
+
- Fractions: Use / or describe as "numerator over denominator"
|
| 768 |
+
- Greek letters: pi, alpha, beta, theta, etc.
|
| 769 |
+
- Square roots: √ or sqrt()
|
| 770 |
|
| 771 |
+
### Types of Problems
|
| 772 |
+
- Algebra, Calculus, Trigonometry
|
| 773 |
+
- Geometry, Statistics
|
| 774 |
+
- Number Theory, Linear Algebra
|
| 775 |
+
- And much more!
|
|
|
|
| 776 |
|
| 777 |
+
### Note on PDF Export
|
| 778 |
+
The HTML version will always have perfect math rendering. The PDF export uses
|
| 779 |
+
WeasyPrint which may have limitations with complex math notation. For best results,
|
| 780 |
+
use the "Print to PDF" button in the HTML view instead.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 781 |
""")
|
| 782 |
|
|
|
|
| 783 |
gr.Markdown("""
|
| 784 |
---
|
| 785 |
### About
|
| 786 |
+
Enhanced with **MathJax** for professional mathematical notation rendering.
|
| 787 |
+
Your API keys are never stored permanently.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 788 |
""")
|
| 789 |
|
| 790 |
return demo
|