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Create app.py
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app.py
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| 1 |
+
import gradio as gr
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| 2 |
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from groq import Groq
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| 3 |
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from fpdf import FPDF
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| 4 |
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import json
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| 5 |
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import os
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| 6 |
+
import re
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| 7 |
+
from datetime import datetime
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| 8 |
+
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| 9 |
+
# Initialize Groq client from environment variable
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| 10 |
+
GROQ_API_KEY = os.environ.get("GROQ_API_KEY")
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| 11 |
+
if not GROQ_API_KEY:
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| 12 |
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raise ValueError("GROQ_API_KEY not found in environment variables. Please set it in Space Secrets.")
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| 13 |
+
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| 14 |
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client = Groq(api_key=GROQ_API_KEY)
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| 15 |
+
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| 16 |
+
def clean_json_string(content):
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| 17 |
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"""Remove invalid control characters from JSON string"""
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| 18 |
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content = re.sub(r'[\x00-\x08\x0B\x0C\x0E-\x1F\x7F-\x9F]', '', content)
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| 19 |
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return content
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+
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+
def generate_roadmap(domain, level, time_available, time_unit):
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| 22 |
+
"""Generate roadmap using Groq API"""
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if time_unit == "Weeks":
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| 24 |
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total_weeks = int(time_available)
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| 25 |
+
elif time_unit == "Months":
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total_weeks = int(time_available) * 4
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| 27 |
+
elif time_unit == "Years":
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| 28 |
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total_weeks = int(time_available) * 52
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| 29 |
+
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| 30 |
+
system_prompt = """You are an expert educational curriculum designer. Return only valid JSON without any markdown formatting or explanatory text."""
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| 31 |
+
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| 32 |
+
user_prompt = f"""Create a detailed learning roadmap for {domain} at {level} level.
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| 33 |
+
Duration: {time_available} {time_unit.lower()} ({total_weeks} weeks).
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| 34 |
+
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| 35 |
+
STRICT REQUIREMENTS:
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| 36 |
+
1. Return ONLY valid JSON, no markdown, no backticks, no explanation
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| 37 |
+
2. Use this exact structure:
|
| 38 |
+
{{
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| 39 |
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"domain": "{domain}",
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| 40 |
+
"level": "{level}",
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| 41 |
+
"duration": "{time_available} {time_unit}",
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| 42 |
+
"overview": "Brief overview text here",
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| 43 |
+
"phases": [
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| 44 |
+
{{
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| 45 |
+
"phase_name": "Phase Name",
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| 46 |
+
"duration_weeks": number,
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| 47 |
+
"description": "Description here",
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| 48 |
+
"topics": [
|
| 49 |
+
{{
|
| 50 |
+
"name": "Topic name",
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| 51 |
+
"resources": ["resource 1", "resource 2"],
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| 52 |
+
"practice_project": "Project description"
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| 53 |
+
}}
|
| 54 |
+
],
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| 55 |
+
"milestones": ["milestone 1", "milestone 2"]
|
| 56 |
+
}}
|
| 57 |
+
],
|
| 58 |
+
"essential_resources": {{
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| 59 |
+
"courses": ["course 1"],
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| 60 |
+
"books": ["book 1"],
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| 61 |
+
"communities": ["community 1"],
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| 62 |
+
"tools": ["tool 1"]
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| 63 |
+
}},
|
| 64 |
+
"tips_for_success": ["tip 1", "tip 2"],
|
| 65 |
+
"next_steps": "What to do next"
|
| 66 |
+
}}
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| 67 |
+
|
| 68 |
+
3. Ensure all strings are properly escaped (no raw newlines or tabs in strings)
|
| 69 |
+
4. Use \\n for newlines within strings if needed"""
|
| 70 |
+
|
| 71 |
+
try:
|
| 72 |
+
response = client.chat.completions.create(
|
| 73 |
+
model="llama-3.3-70b-versatile",
|
| 74 |
+
messages=[
|
| 75 |
+
{"role": "system", "content": system_prompt},
|
| 76 |
+
{"role": "user", "content": user_prompt}
|
| 77 |
+
],
|
| 78 |
+
temperature=0.7,
|
| 79 |
+
max_tokens=4096
|
| 80 |
+
)
|
| 81 |
+
|
| 82 |
+
content = response.choices[0].message.content.strip()
|
| 83 |
+
|
| 84 |
+
# Clean up markdown code blocks
|
| 85 |
+
if content.startswith("```json"):
|
| 86 |
+
content = content[7:]
|
| 87 |
+
elif content.startswith("```"):
|
| 88 |
+
content = content[3:]
|
| 89 |
+
if content.endswith("```"):
|
| 90 |
+
content = content[:-3]
|
| 91 |
+
|
| 92 |
+
content = content.strip()
|
| 93 |
+
content = clean_json_string(content)
|
| 94 |
+
|
| 95 |
+
# Try to parse JSON
|
| 96 |
+
try:
|
| 97 |
+
data = json.loads(content)
|
| 98 |
+
return data
|
| 99 |
+
except json.JSONDecodeError as e:
|
| 100 |
+
# Try to fix common issues
|
| 101 |
+
content = re.sub(r'(".*?)\n(.*?")', r'\1\\n\2', content, flags=re.DOTALL)
|
| 102 |
+
content = re.sub(r'(".*?)\t(.*?")', r'\1\\t\2', content, flags=re.DOTALL)
|
| 103 |
+
data = json.loads(content)
|
| 104 |
+
return data
|
| 105 |
+
|
| 106 |
+
except Exception as e:
|
| 107 |
+
return {"error": f"Failed to generate roadmap: {str(e)}"}
|
| 108 |
+
|
| 109 |
+
def format_roadmark_for_display(roadmap_data):
|
| 110 |
+
"""Format roadmap as HTML"""
|
| 111 |
+
if "error" in roadmap_data:
|
| 112 |
+
return f"<p style='color:red; padding:20px;'>{roadmap_data['error']}</p>", None
|
| 113 |
+
|
| 114 |
+
try:
|
| 115 |
+
html_output = f"""
|
| 116 |
+
<div style="font-family: 'Segoe UI', sans-serif; max-width: 900px; margin: 0 auto;">
|
| 117 |
+
<div style="background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; padding: 30px; border-radius: 15px; margin-bottom: 20px;">
|
| 118 |
+
<h1 style="margin: 0;">🎯 {roadmap_data.get('domain', 'Unknown')} Roadmap</h1>
|
| 119 |
+
<p>Level: {roadmap_data.get('level', 'N/A')} | Duration: {roadmap_data.get('duration', 'N/A')}</p>
|
| 120 |
+
</div>
|
| 121 |
+
<div style="background: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;">
|
| 122 |
+
<h3>Overview</h3>
|
| 123 |
+
<p>{roadmap_data.get('overview', 'No overview provided').replace(chr(10), '<br>')}</p>
|
| 124 |
+
</div>
|
| 125 |
+
"""
|
| 126 |
+
|
| 127 |
+
for i, phase in enumerate(roadmap_data.get('phases', []), 1):
|
| 128 |
+
html_output += f"""
|
| 129 |
+
<div style="border: 2px solid #e9ecef; border-radius: 15px; margin-bottom: 20px; overflow: hidden;">
|
| 130 |
+
<div style="background: #667eea; color: white; padding: 15px;">
|
| 131 |
+
<h3 style="margin:0;">Phase {i}: {phase.get('phase_name', 'Unnamed')}</h3>
|
| 132 |
+
<p style="margin:5px 0 0 0;">Duration: {phase.get('duration_weeks', 'N/A')} weeks</p>
|
| 133 |
+
</div>
|
| 134 |
+
<div style="padding: 20px;">
|
| 135 |
+
<p>{phase.get('description', '').replace(chr(10), '<br>')}</p>
|
| 136 |
+
<h4>Topics:</h4>
|
| 137 |
+
"""
|
| 138 |
+
|
| 139 |
+
for topic in phase.get('topics', []):
|
| 140 |
+
html_output += f"<div style='background:#f8f9fa; padding:10px; margin:10px 0; border-radius:5px;'>"
|
| 141 |
+
html_output += f"<p style='margin:0;'><b>{topic.get('name', 'Unnamed')}</b></p>"
|
| 142 |
+
html_output += f"<ul style='margin:5px 0;'>"
|
| 143 |
+
for res in topic.get('resources', []):
|
| 144 |
+
html_output += f"<li>{res}</li>"
|
| 145 |
+
html_output += f"</ul>"
|
| 146 |
+
html_output += f"<p style='background:#fff3cd; padding:5px; margin:5px 0; border-radius:3px;'><b>Project:</b> {topic.get('practice_project', 'N/A')}</p>"
|
| 147 |
+
html_output += f"</div>"
|
| 148 |
+
|
| 149 |
+
if phase.get('milestones'):
|
| 150 |
+
html_output += f"<h4>Milestones:</h4><ul>"
|
| 151 |
+
for ms in phase['milestones']:
|
| 152 |
+
html_output += f"<li>☐ {ms}</li>"
|
| 153 |
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html_output += f"</ul>"
|
| 154 |
+
|
| 155 |
+
html_output += "</div></div>"
|
| 156 |
+
|
| 157 |
+
html_output += "</div>"
|
| 158 |
+
return html_output, json.dumps(roadmap_data)
|
| 159 |
+
|
| 160 |
+
except Exception as e:
|
| 161 |
+
return f"<p style='color:red; padding:20px;'>Error formatting display: {str(e)}</p>", None
|
| 162 |
+
|
| 163 |
+
def generate_pdf(roadmap_data, domain):
|
| 164 |
+
"""Generate PDF file"""
|
| 165 |
+
try:
|
| 166 |
+
if isinstance(roadmap_data, str):
|
| 167 |
+
roadmap_data = json.loads(roadmap_data)
|
| 168 |
+
|
| 169 |
+
if not roadmap_data or "error" in roadmap_data:
|
| 170 |
+
return None
|
| 171 |
+
|
| 172 |
+
pdf = FPDF()
|
| 173 |
+
pdf.set_auto_page_break(auto=True, margin=15)
|
| 174 |
+
|
| 175 |
+
def clean(text):
|
| 176 |
+
if text is None:
|
| 177 |
+
return ""
|
| 178 |
+
text = str(text)
|
| 179 |
+
return text.encode('latin-1', 'replace').decode('latin-1')
|
| 180 |
+
|
| 181 |
+
# Title Page
|
| 182 |
+
pdf.add_page()
|
| 183 |
+
pdf.set_font("Arial", 'B', 24)
|
| 184 |
+
pdf.set_text_color(102, 126, 234)
|
| 185 |
+
pdf.cell(0, 20, clean(f"Learning Roadmap: {roadmap_data.get('domain', domain)}"), ln=True, align='C')
|
| 186 |
+
|
| 187 |
+
pdf.set_font("Arial", '', 12)
|
| 188 |
+
pdf.set_text_color(100, 100, 100)
|
| 189 |
+
pdf.cell(0, 10, clean(f"Level: {roadmap_data.get('level', 'N/A')} | Duration: {roadmap_data.get('duration', 'N/A')}"), ln=True, align='C')
|
| 190 |
+
pdf.ln(10)
|
| 191 |
+
|
| 192 |
+
# Overview
|
| 193 |
+
pdf.set_font("Arial", 'B', 16)
|
| 194 |
+
pdf.set_text_color(0, 0, 0)
|
| 195 |
+
pdf.cell(0, 10, "Overview", ln=True)
|
| 196 |
+
pdf.set_font("Arial", '', 11)
|
| 197 |
+
pdf.multi_cell(0, 6, clean(roadmap_data.get('overview', 'No overview')))
|
| 198 |
+
pdf.ln(5)
|
| 199 |
+
|
| 200 |
+
# Phases
|
| 201 |
+
for i, phase in enumerate(roadmap_data.get('phases', []), 1):
|
| 202 |
+
pdf.add_page()
|
| 203 |
+
pdf.set_font("Arial", 'B', 18)
|
| 204 |
+
pdf.set_fill_color(102, 126, 234)
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| 205 |
+
pdf.set_text_color(255, 255, 255)
|
| 206 |
+
pdf.cell(0, 12, clean(f"Phase {i}: {phase.get('phase_name', f'Phase {i}')}"), ln=True, fill=True)
|
| 207 |
+
|
| 208 |
+
pdf.set_text_color(100, 100, 100)
|
| 209 |
+
pdf.set_font("Arial", 'I', 11)
|
| 210 |
+
pdf.cell(0, 8, f"Duration: {phase.get('duration_weeks', 'N/A')} weeks", ln=True)
|
| 211 |
+
pdf.ln(2)
|
| 212 |
+
|
| 213 |
+
pdf.set_text_color(0, 0, 0)
|
| 214 |
+
pdf.set_font("Arial", '', 11)
|
| 215 |
+
pdf.multi_cell(0, 6, clean(phase.get('description', '')))
|
| 216 |
+
pdf.ln(5)
|
| 217 |
+
|
| 218 |
+
pdf.set_font("Arial", 'B', 13)
|
| 219 |
+
pdf.set_text_color(102, 126, 234)
|
| 220 |
+
pdf.cell(0, 8, "Topics & Resources:", ln=True)
|
| 221 |
+
|
| 222 |
+
for topic in phase.get('topics', []):
|
| 223 |
+
pdf.set_font("Arial", 'B', 11)
|
| 224 |
+
pdf.set_text_color(0, 0, 0)
|
| 225 |
+
pdf.cell(0, 6, clean(f"- {topic.get('name', 'Topic')}"), ln=True)
|
| 226 |
+
|
| 227 |
+
pdf.set_font("Arial", '', 10)
|
| 228 |
+
pdf.set_text_color(80, 80, 80)
|
| 229 |
+
for resource in topic.get('resources', []):
|
| 230 |
+
pdf.cell(10)
|
| 231 |
+
pdf.cell(0, 5, clean(f" * {resource}"), ln=True)
|
| 232 |
+
|
| 233 |
+
pdf.set_text_color(200, 100, 0)
|
| 234 |
+
pdf.set_font("Arial", 'B', 10)
|
| 235 |
+
pdf.cell(0, 5, clean(f"Project: {topic.get('practice_project', 'N/A')}"), ln=True)
|
| 236 |
+
pdf.ln(3)
|
| 237 |
+
|
| 238 |
+
if phase.get('milestones'):
|
| 239 |
+
pdf.set_font("Arial", 'B', 12)
|
| 240 |
+
pdf.set_text_color(40, 167, 69)
|
| 241 |
+
pdf.cell(0, 8, "Milestones:", ln=True)
|
| 242 |
+
pdf.set_font("Arial", '', 10)
|
| 243 |
+
pdf.set_text_color(0, 0, 0)
|
| 244 |
+
for milestone in phase.get('milestones', []):
|
| 245 |
+
pdf.cell(10)
|
| 246 |
+
pdf.cell(0, 5, clean(f"[ ] {milestone}"), ln=True)
|
| 247 |
+
pdf.ln(5)
|
| 248 |
+
|
| 249 |
+
# Resources
|
| 250 |
+
if roadmap_data.get('essential_resources'):
|
| 251 |
+
pdf.add_page()
|
| 252 |
+
pdf.set_font("Arial", 'B', 18)
|
| 253 |
+
pdf.set_fill_color(102, 126, 234)
|
| 254 |
+
pdf.set_text_color(255, 255, 255)
|
| 255 |
+
pdf.cell(0, 12, "Essential Resources", ln=True, fill=True)
|
| 256 |
+
pdf.ln(5)
|
| 257 |
+
|
| 258 |
+
resources = roadmap_data['essential_resources']
|
| 259 |
+
sections = [
|
| 260 |
+
("Recommended Courses", resources.get('courses', [])),
|
| 261 |
+
("Books", resources.get('books', [])),
|
| 262 |
+
("Communities", resources.get('communities', [])),
|
| 263 |
+
("Tools", resources.get('tools', []))
|
| 264 |
+
]
|
| 265 |
+
|
| 266 |
+
for title, items in sections:
|
| 267 |
+
if items:
|
| 268 |
+
pdf.set_font("Arial", 'B', 13)
|
| 269 |
+
pdf.set_text_color(102, 126, 234)
|
| 270 |
+
pdf.cell(0, 8, clean(title), ln=True)
|
| 271 |
+
pdf.set_font("Arial", '', 10)
|
| 272 |
+
pdf.set_text_color(0, 0, 0)
|
| 273 |
+
for item in items:
|
| 274 |
+
pdf.cell(5)
|
| 275 |
+
pdf.cell(0, 5, clean(f"- {item}"), ln=True)
|
| 276 |
+
pdf.ln(3)
|
| 277 |
+
|
| 278 |
+
# Save to /tmp for Hugging Face
|
| 279 |
+
safe_domain = "".join(c for c in domain if c.isalnum() or c in (' ', '-', '_')).rstrip().replace(' ', '_') or "roadmap"
|
| 280 |
+
filename = f"roadmap_{safe_domain}_{datetime.now().strftime('%Y%m%d')}.pdf"
|
| 281 |
+
filepath = os.path.join("/tmp", filename)
|
| 282 |
+
pdf.output(filepath)
|
| 283 |
+
return filepath
|
| 284 |
+
|
| 285 |
+
except Exception as e:
|
| 286 |
+
print(f"PDF Error: {e}")
|
| 287 |
+
return None
|
| 288 |
+
|
| 289 |
+
# Build Gradio Interface
|
| 290 |
+
def create_app():
|
| 291 |
+
with gr.Blocks(title="AI Learning Roadmap Generator") as app:
|
| 292 |
+
roadmap_json = gr.State("")
|
| 293 |
+
domain_name = gr.State("")
|
| 294 |
+
|
| 295 |
+
gr.Markdown("# 🎯 AI Learning Roadmap Generator")
|
| 296 |
+
gr.Markdown("Generate personalized learning paths for any skill domain")
|
| 297 |
+
|
| 298 |
+
with gr.Row():
|
| 299 |
+
with gr.Column(scale=1):
|
| 300 |
+
domain_input = gr.Textbox(label="Learning Domain", placeholder="e.g., Machine Learning, Web Development...")
|
| 301 |
+
level_input = gr.Dropdown(["Beginner", "Intermediate", "Advanced"], label="Level", value="Beginner")
|
| 302 |
+
|
| 303 |
+
with gr.Row():
|
| 304 |
+
time_input = gr.Number(value=3, minimum=1, label="Time")
|
| 305 |
+
time_unit = gr.Dropdown(["Weeks", "Months", "Years"], value="Months", label="Unit")
|
| 306 |
+
|
| 307 |
+
generate_btn = gr.Button("🚀 Generate Roadmap", variant="primary")
|
| 308 |
+
|
| 309 |
+
gr.Examples(
|
| 310 |
+
[["Machine Learning", "Beginner", 6, "Months"],
|
| 311 |
+
["Web Development", "Intermediate", 4, "Months"],
|
| 312 |
+
["Python Programming", "Beginner", 8, "Weeks"]],
|
| 313 |
+
inputs=[domain_input, level_input, time_input, time_unit]
|
| 314 |
+
)
|
| 315 |
+
|
| 316 |
+
with gr.Column(scale=2):
|
| 317 |
+
html_output = gr.HTML(label="Your Roadmap")
|
| 318 |
+
|
| 319 |
+
with gr.Row():
|
| 320 |
+
download_btn = gr.Button("📄 Download PDF", variant="primary", visible=False)
|
| 321 |
+
|
| 322 |
+
pdf_output = gr.File(label="Your PDF", interactive=False, visible=False)
|
| 323 |
+
|
| 324 |
+
def generate(domain, level, time_val, unit):
|
| 325 |
+
if not domain or not domain.strip():
|
| 326 |
+
return "Please enter a domain", gr.update(visible=False), gr.update(visible=False), "", ""
|
| 327 |
+
|
| 328 |
+
result = generate_roadmap(domain, level, time_val, unit)
|
| 329 |
+
|
| 330 |
+
if "error" in result:
|
| 331 |
+
return f"<p style='color:red; padding:20px;'>❌ {result['error']}</p>", gr.update(visible=False), gr.update(visible=False), "", ""
|
| 332 |
+
|
| 333 |
+
html, json_str = format_roadmark_for_display(result)
|
| 334 |
+
if json_str is None:
|
| 335 |
+
return html, gr.update(visible=False), gr.update(visible=False), "", ""
|
| 336 |
+
|
| 337 |
+
return html, gr.update(visible=True), gr.update(visible=True), json_str, domain
|
| 338 |
+
|
| 339 |
+
def download(json_data, dom):
|
| 340 |
+
if not json_data:
|
| 341 |
+
return None
|
| 342 |
+
return generate_pdf(json_data, dom)
|
| 343 |
+
|
| 344 |
+
generate_btn.click(
|
| 345 |
+
fn=generate,
|
| 346 |
+
inputs=[domain_input, level_input, time_input, time_unit],
|
| 347 |
+
outputs=[html_output, download_btn, pdf_output, roadmap_json, domain_name]
|
| 348 |
+
)
|
| 349 |
+
|
| 350 |
+
download_btn.click(
|
| 351 |
+
fn=download,
|
| 352 |
+
inputs=[roadmap_json, domain_name],
|
| 353 |
+
outputs=pdf_output
|
| 354 |
+
)
|
| 355 |
+
|
| 356 |
+
return app
|
| 357 |
+
|
| 358 |
+
app = create_app()
|
| 359 |
+
app.launch()
|