Create app.py
Browse files
app.py
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| 1 |
+
import gradio as gr
|
| 2 |
+
import requests
|
| 3 |
+
import json
|
| 4 |
+
import os
|
| 5 |
+
import re
|
| 6 |
+
|
| 7 |
+
# API Configuration
|
| 8 |
+
GROQ_API_KEY = os.environ.get("GROQ_API_KEY", "")
|
| 9 |
+
GEMINI_API_KEY = os.environ.get("GEMINI_API_KEY", "")
|
| 10 |
+
|
| 11 |
+
# Problem themes and topics
|
| 12 |
+
THEMES = {
|
| 13 |
+
"๐ฎ Gaming": ["video games", "esports", "streaming", "game development"],
|
| 14 |
+
"โฝ Sports": ["soccer", "basketball", "olympics", "skateboarding"],
|
| 15 |
+
"๐ Space": ["astronauts", "planets", "rockets", "aliens"],
|
| 16 |
+
"๐ Food": ["pizza party", "baking", "restaurant", "food truck"],
|
| 17 |
+
"๐ต Music": ["concert", "band", "playlist", "music festival"],
|
| 18 |
+
"๐พ Animals": ["zoo", "pets", "wildlife", "ocean creatures"],
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| 19 |
+
"๐ป Tech": ["coding", "robots", "apps", "social media"],
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| 20 |
+
"๐จ Art": ["painting", "museum", "crafts", "design"],
|
| 21 |
+
}
|
| 22 |
+
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| 23 |
+
GRADE_LEVELS = {
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| 24 |
+
"Elementary (1-5)": "simple addition, subtraction, multiplication, division",
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| 25 |
+
"Middle School (6-8)": "fractions, decimals, percentages, basic algebra",
|
| 26 |
+
"High School (9-12)": "algebra, geometry, trigonometry, basic calculus",
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| 27 |
+
"College+": "advanced calculus, linear algebra, differential equations"
|
| 28 |
+
}
|
| 29 |
+
|
| 30 |
+
def call_groq_api(prompt: str):
|
| 31 |
+
"""Call Groq API"""
|
| 32 |
+
if not GROQ_API_KEY:
|
| 33 |
+
return None
|
| 34 |
+
|
| 35 |
+
url = "https://api.groq.com/openai/v1/chat/completions"
|
| 36 |
+
headers = {
|
| 37 |
+
"Authorization": f"Bearer {GROQ_API_KEY}",
|
| 38 |
+
"Content-Type": "application/json"
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
payload = {
|
| 42 |
+
"model": "llama-3.3-70b-versatile",
|
| 43 |
+
"messages": [{"role": "user", "content": prompt}],
|
| 44 |
+
"temperature": 0.7,
|
| 45 |
+
"max_tokens": 1500
|
| 46 |
+
}
|
| 47 |
+
|
| 48 |
+
try:
|
| 49 |
+
response = requests.post(url, headers=headers, json=payload, timeout=30)
|
| 50 |
+
response.raise_for_status()
|
| 51 |
+
return response.json()["choices"][0]["message"]["content"]
|
| 52 |
+
except Exception as e:
|
| 53 |
+
print(f"Groq error: {e}")
|
| 54 |
+
return None
|
| 55 |
+
|
| 56 |
+
def call_gemini_api(prompt: str):
|
| 57 |
+
"""Fallback to Gemini"""
|
| 58 |
+
if not GEMINI_API_KEY:
|
| 59 |
+
return None
|
| 60 |
+
|
| 61 |
+
url = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash-exp:generateContent?key={GEMINI_API_KEY}"
|
| 62 |
+
|
| 63 |
+
payload = {
|
| 64 |
+
"contents": [{"parts": [{"text": prompt}]}],
|
| 65 |
+
"generationConfig": {"temperature": 0.7, "maxOutputTokens": 1500}
|
| 66 |
+
}
|
| 67 |
+
|
| 68 |
+
try:
|
| 69 |
+
response = requests.post(url, json=payload, timeout=30)
|
| 70 |
+
response.raise_for_status()
|
| 71 |
+
return response.json()["candidates"][0]["content"]["parts"][0]["text"]
|
| 72 |
+
except Exception as e:
|
| 73 |
+
print(f"Gemini error: {e}")
|
| 74 |
+
return None
|
| 75 |
+
|
| 76 |
+
def generate_problem(theme: str, grade: str, custom_topic: str = ""):
|
| 77 |
+
"""Generate a story problem"""
|
| 78 |
+
|
| 79 |
+
topic = custom_topic if custom_topic else THEMES.get(theme, ["general math"])[0]
|
| 80 |
+
math_level = GRADE_LEVELS.get(grade, "basic arithmetic")
|
| 81 |
+
|
| 82 |
+
prompt = f"""Create an engaging math story problem for {grade} students.
|
| 83 |
+
|
| 84 |
+
Theme: {topic}
|
| 85 |
+
Math concepts: {math_level}
|
| 86 |
+
|
| 87 |
+
Requirements:
|
| 88 |
+
1. Write a fun, relatable story (2-3 sentences)
|
| 89 |
+
2. Include specific numbers that make sense
|
| 90 |
+
3. Ask 2-3 questions of increasing difficulty
|
| 91 |
+
4. Make it realistic and age-appropriate
|
| 92 |
+
5. Use emojis to make it engaging
|
| 93 |
+
|
| 94 |
+
Format your response as:
|
| 95 |
+
TITLE: [Catchy title with emoji]
|
| 96 |
+
STORY: [The scenario]
|
| 97 |
+
QUESTIONS:
|
| 98 |
+
1. [Question 1 - easiest]
|
| 99 |
+
2. [Question 2 - medium]
|
| 100 |
+
3. [Question 3 - hardest]
|
| 101 |
+
|
| 102 |
+
Example for reference:
|
| 103 |
+
TITLE: ๐ฎ The Streaming Marathon
|
| 104 |
+
STORY: Alex is streaming a gaming marathon to raise money for charity. They stream for 6 hours on Saturday and 4 hours on Sunday. Their average viewership is 250 people per hour, and each viewer donates $0.50 per hour watched.
|
| 105 |
+
QUESTIONS:
|
| 106 |
+
1. How many total hours did Alex stream?
|
| 107 |
+
2. How many total viewer-hours did they get?
|
| 108 |
+
3. How much money did they raise for charity?"""
|
| 109 |
+
|
| 110 |
+
response = call_groq_api(prompt) or call_gemini_api(prompt)
|
| 111 |
+
|
| 112 |
+
if not response:
|
| 113 |
+
return "โ **Error**: Please add GROQ_API_KEY or GEMINI_API_KEY in Space settings.", ""
|
| 114 |
+
|
| 115 |
+
return format_problem_html(response), response
|
| 116 |
+
|
| 117 |
+
def solve_problem(problem_text: str):
|
| 118 |
+
"""Solve a given problem with step-by-step explanation"""
|
| 119 |
+
|
| 120 |
+
prompt = f"""Solve this math problem with detailed step-by-step explanations.
|
| 121 |
+
|
| 122 |
+
Problem:
|
| 123 |
+
{problem_text}
|
| 124 |
+
|
| 125 |
+
Provide:
|
| 126 |
+
1. A clear breakdown of what's being asked
|
| 127 |
+
2. Step-by-step solution for each question
|
| 128 |
+
3. Visual aids (use ASCII art, diagrams if helpful)
|
| 129 |
+
4. Final answers clearly marked
|
| 130 |
+
5. A "Check your work" tip
|
| 131 |
+
|
| 132 |
+
Format with markdown for readability. Use emojis to make it engaging."""
|
| 133 |
+
|
| 134 |
+
response = call_groq_api(prompt) or call_gemini_api(prompt)
|
| 135 |
+
|
| 136 |
+
if not response:
|
| 137 |
+
return "โ **Error**: Please add API key in Space settings."
|
| 138 |
+
|
| 139 |
+
return format_solution_html(response)
|
| 140 |
+
|
| 141 |
+
def format_problem_html(text: str):
|
| 142 |
+
"""Format problem in nice HTML"""
|
| 143 |
+
html = f"""
|
| 144 |
+
<div style="background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
| 145 |
+
padding: 30px; border-radius: 15px; color: white; font-family: 'Segoe UI', sans-serif;">
|
| 146 |
+
<div style="background: rgba(255,255,255,0.15); backdrop-filter: blur(10px);
|
| 147 |
+
padding: 25px; border-radius: 12px; margin-bottom: 20px;">
|
| 148 |
+
<pre style="color: white; font-size: 16px; line-height: 1.8; white-space: pre-wrap; font-family: inherit;">
|
| 149 |
+
{text}
|
| 150 |
+
</pre>
|
| 151 |
+
</div>
|
| 152 |
+
<div style="text-align: center; margin-top: 15px; color: rgba(255,255,255,0.8); font-size: 14px;">
|
| 153 |
+
โจ Scroll down to see the solution! โจ
|
| 154 |
+
</div>
|
| 155 |
+
</div>
|
| 156 |
+
"""
|
| 157 |
+
return html
|
| 158 |
+
|
| 159 |
+
def format_solution_html(text: str):
|
| 160 |
+
"""Format solution in nice HTML"""
|
| 161 |
+
html = f"""
|
| 162 |
+
<div style="background: linear-gradient(135deg, #11998e 0%, #38ef7d 100%);
|
| 163 |
+
padding: 30px; border-radius: 15px; color: white; font-family: 'Segoe UI', sans-serif;">
|
| 164 |
+
<div style="background: rgba(255,255,255,0.15); backdrop-filter: blur(10px);
|
| 165 |
+
padding: 25px; border-radius: 12px;">
|
| 166 |
+
<h2 style="margin-top: 0; color: white;">๐ Step-by-Step Solution</h2>
|
| 167 |
+
<div style="color: white; font-size: 15px; line-height: 1.8;">
|
| 168 |
+
{text.replace(chr(10), '<br>')}
|
| 169 |
+
</div>
|
| 170 |
+
</div>
|
| 171 |
+
</div>
|
| 172 |
+
"""
|
| 173 |
+
return html
|
| 174 |
+
|
| 175 |
+
# Gradio Interface
|
| 176 |
+
with gr.Blocks(
|
| 177 |
+
theme=gr.themes.Soft(),
|
| 178 |
+
css="""
|
| 179 |
+
.gradio-container {max-width: 900px !important;}
|
| 180 |
+
.generate-btn {background: linear-gradient(90deg, #667eea, #764ba2) !important;
|
| 181 |
+
color: white !important; font-weight: 600 !important; border: none !important;}
|
| 182 |
+
.solve-btn {background: linear-gradient(90deg, #11998e, #38ef7d) !important;
|
| 183 |
+
color: white !important; font-weight: 600 !important; border: none !important;}
|
| 184 |
+
""",
|
| 185 |
+
title="๐งฎ Math Story Problem Generator"
|
| 186 |
+
) as demo:
|
| 187 |
+
|
| 188 |
+
gr.Markdown("""
|
| 189 |
+
# ๐งฎ Math Story Problem Generator & Solver
|
| 190 |
+
### Transform boring math into exciting stories! ๐
|
| 191 |
+
|
| 192 |
+
**Generate** personalized word problems based on your interests, or **paste** any problem to get a detailed solution.
|
| 193 |
+
""")
|
| 194 |
+
|
| 195 |
+
with gr.Tabs():
|
| 196 |
+
# GENERATE TAB
|
| 197 |
+
with gr.Tab("โจ Generate Problem"):
|
| 198 |
+
with gr.Row():
|
| 199 |
+
with gr.Column():
|
| 200 |
+
theme_choice = gr.Dropdown(
|
| 201 |
+
choices=list(THEMES.keys()),
|
| 202 |
+
value="๐ฎ Gaming",
|
| 203 |
+
label="๐ Choose Theme",
|
| 204 |
+
info="Pick what interests you!"
|
| 205 |
+
)
|
| 206 |
+
|
| 207 |
+
grade_choice = gr.Dropdown(
|
| 208 |
+
choices=list(GRADE_LEVELS.keys()),
|
| 209 |
+
value="Middle School (6-8)",
|
| 210 |
+
label="๐ Grade Level"
|
| 211 |
+
)
|
| 212 |
+
|
| 213 |
+
custom_topic = gr.Textbox(
|
| 214 |
+
label="๐ฏ Custom Topic (Optional)",
|
| 215 |
+
placeholder="e.g., 'TikTok followers', 'Minecraft building', 'sneaker collection'",
|
| 216 |
+
lines=1
|
| 217 |
+
)
|
| 218 |
+
|
| 219 |
+
generate_btn = gr.Button(
|
| 220 |
+
"๐ Generate Story Problem",
|
| 221 |
+
variant="primary",
|
| 222 |
+
size="lg",
|
| 223 |
+
elem_classes="generate-btn"
|
| 224 |
+
)
|
| 225 |
+
|
| 226 |
+
problem_output = gr.HTML(label="Generated Problem")
|
| 227 |
+
problem_text_state = gr.State()
|
| 228 |
+
|
| 229 |
+
with gr.Row():
|
| 230 |
+
show_solution_btn = gr.Button(
|
| 231 |
+
"๐ Show Solution",
|
| 232 |
+
variant="secondary",
|
| 233 |
+
size="lg",
|
| 234 |
+
elem_classes="solve-btn"
|
| 235 |
+
)
|
| 236 |
+
|
| 237 |
+
solution_output = gr.HTML(label="Solution", visible=False)
|
| 238 |
+
|
| 239 |
+
# SOLVE TAB
|
| 240 |
+
with gr.Tab("๐ Solve Problem"):
|
| 241 |
+
gr.Markdown("""
|
| 242 |
+
### Paste any math problem and get a detailed solution!
|
| 243 |
+
Works with story problems, equations, geometry, algebra, and more.
|
| 244 |
+
""")
|
| 245 |
+
|
| 246 |
+
paste_problem = gr.Textbox(
|
| 247 |
+
label="๐ Paste Your Math Problem",
|
| 248 |
+
placeholder="Example: A train leaves Chicago at 60 mph. Another train leaves NYC (800 miles away) at 40 mph. When do they meet?",
|
| 249 |
+
lines=5
|
| 250 |
+
)
|
| 251 |
+
|
| 252 |
+
solve_btn = gr.Button(
|
| 253 |
+
"๐ง Solve It!",
|
| 254 |
+
variant="primary",
|
| 255 |
+
size="lg",
|
| 256 |
+
elem_classes="solve-btn"
|
| 257 |
+
)
|
| 258 |
+
|
| 259 |
+
solve_output = gr.HTML(label="Solution")
|
| 260 |
+
|
| 261 |
+
gr.Markdown("""
|
| 262 |
+
---
|
| 263 |
+
## ๐ฏ Features
|
| 264 |
+
- โ
**Personalized**: Choose themes you love
|
| 265 |
+
- โ
**Adaptive**: Problems match your grade level
|
| 266 |
+
- โ
**Step-by-Step**: Detailed solutions with explanations
|
| 267 |
+
- โ
**Visual**: ASCII art and diagrams when helpful
|
| 268 |
+
- โ
**Free**: Powered by free AI APIs!
|
| 269 |
+
|
| 270 |
+
## ๐ Setup
|
| 271 |
+
Add **GROQ_API_KEY** (from console.groq.com) as a HuggingFace Secret to enable generation.
|
| 272 |
+
Gemini API also supported as fallback!
|
| 273 |
+
|
| 274 |
+
## ๐ก Tips
|
| 275 |
+
- Try custom topics that match your interests
|
| 276 |
+
- Generate multiple problems to practice
|
| 277 |
+
- Challenge yourself with harder grade levels
|
| 278 |
+
- Use the solver to check your own work
|
| 279 |
+
|
| 280 |
+
---
|
| 281 |
+
*Built with โค๏ธ for math learners everywhere*
|
| 282 |
+
""")
|
| 283 |
+
|
| 284 |
+
# Event handlers
|
| 285 |
+
def generate_and_show(theme, grade, custom):
|
| 286 |
+
html, text = generate_problem(theme, grade, custom)
|
| 287 |
+
return html, text, gr.update(visible=False)
|
| 288 |
+
|
| 289 |
+
def show_solution_for_problem(problem_text):
|
| 290 |
+
if not problem_text:
|
| 291 |
+
return gr.update(visible=False)
|
| 292 |
+
solution = solve_problem(problem_text)
|
| 293 |
+
return gr.update(value=solution, visible=True)
|
| 294 |
+
|
| 295 |
+
generate_btn.click(
|
| 296 |
+
fn=generate_and_show,
|
| 297 |
+
inputs=[theme_choice, grade_choice, custom_topic],
|
| 298 |
+
outputs=[problem_output, problem_text_state, solution_output]
|
| 299 |
+
)
|
| 300 |
+
|
| 301 |
+
show_solution_btn.click(
|
| 302 |
+
fn=show_solution_for_problem,
|
| 303 |
+
inputs=[problem_text_state],
|
| 304 |
+
outputs=[solution_output]
|
| 305 |
+
)
|
| 306 |
+
|
| 307 |
+
solve_btn.click(
|
| 308 |
+
fn=solve_problem,
|
| 309 |
+
inputs=[paste_problem],
|
| 310 |
+
outputs=[solve_output]
|
| 311 |
+
)
|
| 312 |
+
|
| 313 |
+
if __name__ == "__main__":
|
| 314 |
+
demo.launch()
|