File size: 28,533 Bytes
fbe34cb 871e4ec ca5e34e 871e4ec 0754a59 fd80886 0754a59 fd80886 fbe34cb 0754a59 fd80886 0754a59 fd80886 0754a59 fd80886 ca5e34e fbe34cb fd80886 fbe34cb fd80886 fbe34cb fd80886 fbe34cb fd80886 fbe34cb fd80886 fbe34cb fd80886 fbe34cb fd80886 fbe34cb fd80886 fbe34cb fd80886 871e4ec fd80886 871e4ec ca5e34e fd80886 ca5e34e 871e4ec fd80886 ca5e34e 871e4ec fd80886 871e4ec fd80886 871e4ec ca5e34e fd80886 ca5e34e 871e4ec ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fbe34cb ca5e34e fd80886 ca5e34e fbe34cb ca5e34e fbe34cb ca5e34e fbe34cb ca5e34e fbe34cb 85415db ca5e34e 85415db fbe34cb ca5e34e fd80886 fbe34cb fd80886 fbe34cb ca5e34e fbe34cb fd80886 ca5e34e fd80886 ca5e34e fd80886 fbe34cb fd80886 ca5e34e fd80886 fbe34cb fd80886 fbe34cb ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fd80886 ca5e34e fbe34cb fd80886 fbe34cb ca5e34e fbe34cb ca5e34e fbe34cb ca5e34e fd80886 fbe34cb 85415db ca5e34e fbe34cb 85415db fd80886 fbe34cb fd80886 ca5e34e fd80886 ca5e34e fbe34cb |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 |
import gradio as gr
import os
import re
import time
import base64
from openai import OpenAI
from together import Together
from PIL import Image
import io
import markdown
from datetime import datetime
import tempfile
import weasyprint
from pathlib import Path
# Function to convert markdown to HTML with styling
def markdown_to_html(markdown_text, problem_text="", include_problem=True):
"""Convert markdown to styled HTML"""
# Convert markdown to HTML
html_content = markdown.markdown(markdown_text, extensions=['tables', 'fenced_code'])
# Get current timestamp
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
# Create styled HTML document
styled_html = f"""
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Math Solution - Advanced Math Tutor</title>
<style>
body {{
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
line-height: 1.6;
color: #333;
max-width: 800px;
margin: 0 auto;
padding: 20px;
background-color: #f9f9f9;
}}
.container {{
background-color: white;
padding: 40px;
border-radius: 10px;
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
}}
.header {{
text-align: center;
border-bottom: 3px solid #4CAF50;
padding-bottom: 20px;
margin-bottom: 30px;
}}
.header h1 {{
color: #2c3e50;
margin: 0;
font-size: 2.5em;
}}
.header .subtitle {{
color: #7f8c8d;
font-style: italic;
margin-top: 10px;
}}
.problem-section {{
background-color: #e8f5e8;
padding: 20px;
border-radius: 8px;
margin-bottom: 30px;
border-left: 5px solid #4CAF50;
}}
.problem-section h2 {{
color: #2c3e50;
margin-top: 0;
}}
.solution-content {{
background-color: #f8f9fa;
padding: 25px;
border-radius: 8px;
border-left: 5px solid #007bff;
}}
h1, h2, h3, h4, h5, h6 {{
color: #2c3e50;
margin-top: 25px;
margin-bottom: 15px;
}}
h2 {{
border-bottom: 2px solid #eee;
padding-bottom: 10px;
}}
code {{
background-color: #f1f1f1;
padding: 2px 6px;
border-radius: 3px;
font-family: 'Courier New', monospace;
color: #d63384;
}}
pre {{
background-color: #f8f8f8;
padding: 15px;
border-radius: 5px;
overflow-x: auto;
border: 1px solid #ddd;
}}
pre code {{
background-color: transparent;
padding: 0;
color: inherit;
}}
.math-expression {{
background-color: #fff3cd;
padding: 10px;
border-radius: 5px;
border: 1px solid #ffeaa7;
margin: 10px 0;
font-family: 'Times New Roman', serif;
font-size: 1.1em;
}}
.step {{
margin: 20px 0;
padding: 15px;
background-color: #ffffff;
border-radius: 8px;
border: 1px solid #dee2e6;
}}
.final-answer {{
background-color: #d4edda;
border: 2px solid #4CAF50;
padding: 20px;
border-radius: 8px;
margin-top: 30px;
text-align: center;
font-weight: bold;
font-size: 1.2em;
}}
.timestamp {{
text-align: right;
color: #6c757d;
font-size: 0.9em;
margin-top: 30px;
padding-top: 20px;
border-top: 1px solid #eee;
}}
ul, ol {{
padding-left: 25px;
}}
li {{
margin: 8px 0;
}}
table {{
border-collapse: collapse;
width: 100%;
margin: 20px 0;
}}
th, td {{
border: 1px solid #ddd;
padding: 12px;
text-align: left;
}}
th {{
background-color: #f8f9fa;
font-weight: bold;
}}
.print-button {{
background-color: #007bff;
color: white;
border: none;
padding: 10px 20px;
border-radius: 5px;
cursor: pointer;
font-size: 16px;
margin: 10px 5px;
display: inline-block;
text-decoration: none;
}}
.print-button:hover {{
background-color: #0056b3;
}}
@media print {{
body {{
background-color: white;
}}
.container {{
box-shadow: none;
border: none;
}}
.print-button {{
display: none;
}}
}}
</style>
<script>
function printPage() {{
window.print();
}}
</script>
</head>
<body>
<div class="container">
<div class="header">
<h1>📚 Advanced Math Tutor</h1>
<div class="subtitle">Step-by-Step Mathematical Solution</div>
</div>
<button class="print-button" onclick="printPage()">🖨️ Print to PDF</button>
{f'''
<div class="problem-section">
<h2>📝 Problem Statement</h2>
<p><strong>{problem_text}</strong></p>
</div>
''' if include_problem and problem_text.strip() else ''}
<div class="solution-content">
<h2>🔍 Solution</h2>
{html_content}
</div>
<div class="timestamp">
Generated on: {timestamp}
</div>
</div>
</body>
</html>
"""
return styled_html
# Function to save HTML to file
def save_html_to_file(html_content, filename_prefix="math_solution"):
"""Save HTML content to a temporary file and return the file path"""
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
filename = f"{filename_prefix}_{timestamp}.html"
# Create a temporary file
temp_dir = tempfile.gettempdir()
file_path = os.path.join(temp_dir, filename)
with open(file_path, 'w', encoding='utf-8') as f:
f.write(html_content)
return file_path
# Function to convert HTML to PDF
def html_to_pdf(html_content, filename_prefix="math_solution"):
"""Convert HTML content to PDF and return the file path"""
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
filename = f"{filename_prefix}_{timestamp}.pdf"
# Create a temporary file for PDF
temp_dir = tempfile.gettempdir()
pdf_path = os.path.join(temp_dir, filename)
try:
# Convert HTML to PDF using WeasyPrint
weasyprint.HTML(string=html_content).write_pdf(pdf_path)
return pdf_path
except Exception as e:
print(f"Error converting to PDF: {str(e)}")
return None
# Enhanced function to generate math solution using OpenRouter with HTML output
def generate_math_solution_openrouter(api_key, problem_text, history=None):
if not api_key.strip():
return "Please enter your OpenRouter API key.", None, None, history
if not problem_text.strip():
return "Please enter a math problem.", None, None, history
try:
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key=api_key,
)
messages = [
{"role": "system", "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:
1. Show the mathematical operation
2. Explain why this step is necessary
3. Connect it to relevant mathematical concepts
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:
- Headers (##, ###)
- **Bold text** for important points
- `Code blocks` for mathematical expressions
- Lists and numbered steps
- Tables if needed for comparisons or data"""},
]
# Add conversation history if it exists
if history:
for exchange in history:
messages.append({"role": "user", "content": exchange[0]})
if len(exchange) > 1 and exchange[1]: # Check if there's a response
messages.append({"role": "assistant", "content": exchange[1]})
# Add the current problem
messages.append({"role": "user", "content": f"Solve this math problem step-by-step: {problem_text}"})
# Create the completion
completion = client.chat.completions.create(
model="microsoft/phi-4-reasoning-plus:free",
messages=messages,
extra_headers={
"HTTP-Referer": "https://advancedmathtutor.edu",
"X-Title": "Advanced Math Tutor",
}
)
markdown_solution = completion.choices[0].message.content
# Convert to HTML
html_solution = markdown_to_html(markdown_solution, problem_text)
# Save HTML file
html_file_path = save_html_to_file(html_solution, "openrouter_solution")
# Convert to PDF
pdf_file_path = html_to_pdf(html_solution, "openrouter_solution")
# Update history
if history is None:
history = []
history.append((problem_text, markdown_solution))
return html_solution, html_file_path, pdf_file_path, history
except Exception as e:
error_message = f"Error: {str(e)}"
return error_message, None, None, history
# Enhanced function to generate math solution using Together AI with HTML output
def generate_math_solution_together(api_key, problem_text, image_path=None, history=None):
if not api_key.strip():
return "Please enter your Together AI API key.", None, None, history
if not problem_text.strip() and image_path is None:
return "Please enter a math problem or upload an image of a math problem.", None, None, history
try:
client = Together(api_key=api_key)
# Create the base message structure
messages = [
{
"role": "system",
"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:
1. Show the mathematical operation
2. Explain why this step is necessary
3. Connect it to relevant mathematical concepts
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:
- Headers (##, ###)
- **Bold text** for important points
- `Code blocks` for mathematical expressions
- Lists and numbered steps
- Tables if needed for comparisons or data"""
}
]
# Add conversation history if it exists
if history:
for exchange in history:
messages.append({"role": "user", "content": exchange[0]})
if len(exchange) > 1 and exchange[1]: # Check if there's a response
messages.append({"role": "assistant", "content": exchange[1]})
# Prepare the user message content
user_message_content = []
# Add text content if provided
if problem_text.strip():
user_message_content.append({
"type": "text",
"text": f"Solve this math problem: {problem_text}"
})
else:
user_message_content.append({
"type": "text",
"text": "Solve this math problem from the image:"
})
# Add image if provided
if image_path:
# Convert image to base64
base64_image = image_to_base64(image_path)
if base64_image:
user_message_content.append({
"type": "image_url",
"image_url": {
"url": f"data:image/jpeg;base64,{base64_image}"
}
})
# Add the user message with content
messages.append({
"role": "user",
"content": user_message_content
})
# Create the completion
response = client.chat.completions.create(
model="meta-llama/Llama-Vision-Free",
messages=messages,
stream=False
)
markdown_solution = response.choices[0].message.content
# Convert to HTML
problem_display = problem_text if problem_text.strip() else "Image-based problem"
html_solution = markdown_to_html(markdown_solution, problem_display)
# Save HTML file
html_file_path = save_html_to_file(html_solution, "together_solution")
# Convert to PDF
pdf_file_path = html_to_pdf(html_solution, "together_solution")
# Update history - for simplicity, just store the text problem
if history is None:
history = []
history.append((problem_display, markdown_solution))
return html_solution, html_file_path, pdf_file_path, history
except Exception as e:
error_message = f"Error: {str(e)}"
return error_message, None, None, history
# Function to convert image to base64
def image_to_base64(image_path):
if image_path is None:
return None
try:
with open(image_path, "rb") as img_file:
return base64.b64encode(img_file.read()).decode("utf-8")
except Exception as e:
print(f"Error converting image to base64: {str(e)}")
return None
# Define the Gradio interface
def create_demo():
with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue")) as demo:
gr.Markdown("# 📚 Advanced Math Tutor")
gr.Markdown("""
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.
""")
# Main tabs
with gr.Tabs():
# Text-based problem solver (OpenRouter)
with gr.TabItem("Text Problem Solver (OpenRouter)"):
with gr.Row():
with gr.Column(scale=1):
openrouter_api_key = gr.Textbox(
label="OpenRouter API Key",
placeholder="Enter your OpenRouter API key (starts with sk-or-)",
type="password"
)
text_problem_input = gr.Textbox(
label="Math Problem",
placeholder="Enter your math problem here...",
lines=5
)
example_problems = gr.Examples(
examples=[
["Solve the quadratic equation: 3x² + 5x - 2 = 0"],
["Find the derivative of f(x) = x³ln(x)"],
["Calculate the area of a circle with radius 5 cm"],
["Find all values of x that satisfy the equation: log₂(x-1) + log₂(x+3) = 5"]
],
inputs=[text_problem_input],
label="Example Problems"
)
with gr.Row():
openrouter_submit_btn = gr.Button("Solve Problem", variant="primary")
openrouter_clear_btn = gr.Button("Clear")
with gr.Column(scale=2):
openrouter_solution_output = gr.HTML(label="Solution (HTML Format)")
with gr.Row():
openrouter_html_download = gr.File(
label="📄 Download HTML Solution",
visible=False
)
openrouter_pdf_download = gr.File(
label="📄 Download PDF Solution",
visible=False
)
# Store conversation history (invisible to user)
openrouter_conversation_history = gr.State(value=None)
# Button actions
def handle_openrouter_submit(api_key, problem_text, history):
html_solution, html_file, pdf_file, updated_history = generate_math_solution_openrouter(
api_key, problem_text, history
)
# Return outputs including file updates
return (
html_solution,
updated_history,
gr.update(value=html_file, visible=html_file is not None),
gr.update(value=pdf_file, visible=pdf_file is not None)
)
openrouter_submit_btn.click(
fn=handle_openrouter_submit,
inputs=[openrouter_api_key, text_problem_input, openrouter_conversation_history],
outputs=[
openrouter_solution_output,
openrouter_conversation_history,
openrouter_html_download,
openrouter_pdf_download
]
)
def clear_openrouter():
return (
"",
None,
gr.update(value=None, visible=False),
gr.update(value=None, visible=False)
)
openrouter_clear_btn.click(
fn=clear_openrouter,
inputs=[],
outputs=[
openrouter_solution_output,
openrouter_conversation_history,
openrouter_html_download,
openrouter_pdf_download
]
)
# Image-based problem solver (Together AI)
with gr.TabItem("Image Problem Solver (Together AI)"):
with gr.Row():
with gr.Column(scale=1):
together_api_key = gr.Textbox(
label="Together AI API Key",
placeholder="Enter your Together AI API key",
type="password"
)
together_problem_input = gr.Textbox(
label="Problem Description (Optional)",
placeholder="Enter additional context for the image problem...",
lines=3
)
together_image_input = gr.Image(
label="Upload Math Problem Image",
type="filepath"
)
with gr.Row():
together_submit_btn = gr.Button("Solve Problem", variant="primary")
together_clear_btn = gr.Button("Clear")
with gr.Column(scale=2):
together_solution_output = gr.HTML(label="Solution (HTML Format)")
with gr.Row():
together_html_download = gr.File(
label="📄 Download HTML Solution",
visible=False
)
together_pdf_download = gr.File(
label="📄 Download PDF Solution",
visible=False
)
# Store conversation history (invisible to user)
together_conversation_history = gr.State(value=None)
# Button actions
def handle_together_submit(api_key, problem_text, image_path, history):
html_solution, html_file, pdf_file, updated_history = generate_math_solution_together(
api_key, problem_text, image_path, history
)
# Return outputs including file updates
return (
html_solution,
updated_history,
gr.update(value=html_file, visible=html_file is not None),
gr.update(value=pdf_file, visible=pdf_file is not None)
)
together_submit_btn.click(
fn=handle_together_submit,
inputs=[together_api_key, together_problem_input, together_image_input, together_conversation_history],
outputs=[
together_solution_output,
together_conversation_history,
together_html_download,
together_pdf_download
]
)
def clear_together():
return (
"",
None,
gr.update(value=None, visible=False),
gr.update(value=None, visible=False)
)
together_clear_btn.click(
fn=clear_together,
inputs=[],
outputs=[
together_solution_output,
together_conversation_history,
together_html_download,
together_pdf_download
]
)
# Help tab
with gr.TabItem("Help"):
gr.Markdown("""
## How to Use the Advanced Math Tutor
### New Features 🎉
- **HTML-formatted solutions**: All responses are now generated in beautiful HTML format
- **Download HTML**: Download the complete solution as an HTML file
- **Download PDF**: Convert and download solutions as PDF files
- **Print functionality**: Use the "Print to PDF" button in the HTML output to print directly
### Getting Started
#### For Text-Based Problems (OpenRouter)
1. You'll need an API key from OpenRouter
2. Sign up at [OpenRouter](https://openrouter.ai/) to get your API key
3. Enter your API key in the designated field in the "Text Problem Solver" tab
#### For Image-Based Problems (Together AI)
1. You'll need an API key from Together AI
2. Sign up at [Together AI](https://www.together.ai/) to get your API key
3. Enter your API key in the designated field in the "Image Problem Solver" tab
4. Upload an image of your math problem
5. Optionally add text to provide additional context
### Solving Math Problems
- For text problems: Type or paste your math problem in the input field
- For image problems: Upload a clear image of the math problem
- Click "Solve Problem" to get a detailed step-by-step solution in HTML format
- Use the download buttons to save HTML or PDF versions
- Click "Print to PDF" within the solution to print directly from your browser
### HTML Output Features
- **Professional styling**: Clean, readable format with proper typography
- **Mathematical expressions**: Highlighted math expressions and code blocks
- **Step-by-step sections**: Clearly organized solution steps
- **Print-friendly**: Optimized for printing and PDF conversion
- **Timestamps**: Each solution includes generation timestamp
### Tips for Best Results
- Be specific in your problem description
- Include all necessary information
- For complex equations, use clear notation
- For algebraic expressions, use ^ for exponents (e.g., x^2 for x²)
- Use parentheses to group terms clearly
- For images, ensure the math problem is clearly visible and well-lit
### Types of Problems You Can Solve
- Algebra (equations, inequalities, systems of equations)
- Calculus (derivatives, integrals, limits)
- Trigonometry
- Geometry
- Statistics and Probability
- Number Theory
- And many more!
### Required Dependencies
To run this application, you'll need to install:
```bash
pip install gradio openai together pillow markdown weasyprint
```
""")
# Footer
gr.Markdown("""
---
### About
This enhanced application uses Microsoft's Phi-4-reasoning-plus model via OpenRouter for text-based problems
and Llama-Vision-Free via Together AI for image-based problems.
**New Features:**
- HTML-formatted responses with professional styling
- Download solutions as HTML files
- Convert and download solutions as PDF files
- Print-to-PDF functionality
- Enhanced formatting with mathematical expressions highlighting
Your API keys are required but not stored permanently.
""")
return demo
# Launch the app
if __name__ == "__main__":
demo = create_demo()
demo.launch() |