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Enhance AI Concept Explainer with version 2.0.0: Introduced new features including real-time reading time estimates, a character counter, and a copy-to-clipboard function. Improved UI with a modern gradient header and responsive design. Added structured logging and comprehensive error handling for better user experience.

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  1. README.md +86 -26
  2. app.py +543 -158
README.md CHANGED
@@ -9,17 +9,39 @@ license: mit
9
  short_description: AI-powered concept explainer with adaptive complexity
10
  ---
11
 
12
- # ๐Ÿง  AI Concept Explainer
13
-
14
- An intelligent Gradio app that explains any concept at different complexity levels using OpenAI's GPT-4.1-mini. Get personalized explanations tailored to your understanding level and preferred language.
15
-
16
- ## ๐ŸŽฏ Features
17
-
18
- - **Adaptive Complexity**: 5 levels from "like I'm 5" to expert-level explanations
19
- - **Multi-language Support**: English, Russian, German, Spanish, French, Italian
20
- - **Real-time Streaming**: Live explanation generation with streaming responses
21
- - **Modern UI**: Clean, responsive interface with dark/light mode support
22
- - **Error Handling**: Graceful API error management
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23
 
24
  ## ๐Ÿš€ Setup
25
 
@@ -76,25 +98,32 @@ docker-compose down
76
 
77
  ## ๐ŸŽฎ How to Use
78
 
79
- 1. **Enter your question** or click a quick example
80
- 2. **Select complexity level** (1-5) using the slider
81
- 3. **Choose your language** from the dropdown
82
- 4. **Click "Explain Concept"** to generate your explanation
 
 
 
83
 
84
- ### Complexity Levels
85
 
86
- - **Level 1**: Like I'm 5 - simple words and analogies
87
- - **Level 2**: Like I'm 10 - basic concepts with examples
88
- - **Level 3**: High school - intermediate with technical terms
89
- - **Level 4**: College - advanced concepts with details
90
- - **Level 5**: Expert - professional depth and precision
 
 
91
 
92
  ## ๐Ÿ”ง Technical Stack
93
 
94
- - **Framework**: Gradio 5.47.2
95
- - **AI Model**: OpenAI GPT-4.1-mini
96
- - **Language**: Python 3.11+
97
- - **Streaming**: Real-time response generation
 
 
98
 
99
  ## ๐Ÿ”’ Security
100
 
@@ -107,6 +136,37 @@ docker-compose down
107
 
108
  MIT License - Part of the LLM and Agentic AI Bootcamp Materials.
109
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
110
  ---
111
 
112
- **Get clear explanations for any concept! ๐ŸŽฏ**
 
9
  short_description: AI-powered concept explainer with adaptive complexity
10
  ---
11
 
12
+ # ๐Ÿง  AI Concept Explainer v2.0
13
+
14
+ A clean, Gradio app that explains any concept at different complexity levels using OpenAI's GPT-4.1-mini. Get personalized explanations tailored to your understanding level and preferred language, with a modern interface optimized for ease of use.
15
+
16
+ ## โœจ Features
17
+
18
+ ### ๐ŸŽ“ Core Functionality
19
+ - **5 Complexity Levels**: From "like I'm 5" to expert-level explanations
20
+ - **6 Languages**: English, Russian, German, Spanish, French, Italian
21
+ - **Real-time Streaming**: Watch explanations generate live with streaming responses
22
+ - **Quick Examples**: 3 pre-selected questions to get started instantly
23
+
24
+ ### ๐ŸŽจ Professional UI/UX
25
+ - **Compact Design**: Clean layout that fits on one screen without scrolling
26
+ - **Modern Gradient Header**: Beautiful purple gradient with professional styling
27
+ - **Dark/Light Mode**: Automatic theme detection with smooth transitions
28
+ - **Responsive Layout**: Optimized for desktop, tablet, and mobile (900px max-width)
29
+ - **Smooth Animations**: Entrance animations and hover effects throughout
30
+
31
+ ### ๐Ÿš€ Productivity Features
32
+ - **๐Ÿ“‹ Copy to Clipboard**: One-click copy of any explanation
33
+ - **๐Ÿ“– Reading Time**: Real-time reading time estimates as text streams
34
+ - **โŒจ๏ธ Keyboard Shortcuts**: Ctrl/Cmd+Enter to submit, Escape to clear
35
+ - **๐Ÿ“Š Character Counter**: Color-coded visual feedback (green/orange/red, 0/500 chars)
36
+ - **๐Ÿ‘๐Ÿ‘Ž Feedback**: Simple helpful/not helpful reactions for continuous improvement
37
+ - **๐Ÿ”„ Clear Button**: Quick reset to start fresh
38
+
39
+ ### ๐Ÿ›ก๏ธ Code Quality & Reliability
40
+ - **Type Hints**: Full type annotations throughout the codebase
41
+ - **Professional Logging**: Structured logging system (not print statements)
42
+ - **Error Handling**: User-friendly error messages with collapsible technical details
43
+ - **Input Validation**: Character limits, language verification, and edge case handling
44
+ - **Clean Architecture**: Well-organized code with clear sections and documentation
45
 
46
  ## ๐Ÿš€ Setup
47
 
 
98
 
99
  ## ๐ŸŽฎ How to Use
100
 
101
+ 1. **Click a quick example** or **enter your own question** (up to 500 characters)
102
+ 2. **Adjust complexity level** (1-5) using the slider to match your knowledge
103
+ 3. **Select your language** from the dropdown (6 languages available)
104
+ 4. **Click "๐Ÿš€ Explain Concept"** or press `Ctrl/Cmd + Enter` (keyboard shortcut)
105
+ 5. **Watch the explanation stream** in real-time with live reading time estimate
106
+ 6. **Copy to clipboard** with one click for easy sharing
107
+ 7. **Give feedback** with ๐Ÿ‘ Helpful or ๐Ÿ‘Ž Not Helpful to improve the app
108
 
109
+ ### ๐Ÿ“Š Complexity Levels Explained
110
 
111
+ | Level | Description | Best For |
112
+ |-------|-------------|----------|
113
+ | **1** ๐Ÿง’ | Like I'm 5 - Simple words and analogies | Young learners, complete beginners |
114
+ | **2** ๐Ÿ‘ฆ | Like I'm 10 - Basic concepts with examples | Elementary understanding |
115
+ | **3** ๐ŸŽ“ | High school - Intermediate with technical terms | General audience (default) |
116
+ | **4** ๐ŸŽฏ | College - Advanced concepts with details | Students and professionals |
117
+ | **5** ๐Ÿ‘จโ€๐Ÿ”ฌ | Expert - Professional depth and precision | Subject matter experts |
118
 
119
  ## ๐Ÿ”ง Technical Stack
120
 
121
+ - **Framework**: Gradio 5.47.2 with custom theming
122
+ - **AI Model**: OpenAI GPT-4o-mini (optimized for quality and speed)
123
+ - **Language**: Python 3.11+ with type hints
124
+ - **UI/UX**: Custom CSS with Inter font, responsive design
125
+ - **Features**: Real-time streaming, session management, client-side interactivity
126
+ - **Architecture**: Modular code structure with proper separation of concerns
127
 
128
  ## ๐Ÿ”’ Security
129
 
 
136
 
137
  MIT License - Part of the LLM and Agentic AI Bootcamp Materials.
138
 
139
+ ## ๐ŸŽ‰ What's New in v2.0
140
+
141
+ ### โœจ New Features
142
+ - โœ… **Compact, professional header** with beautiful gradient design
143
+ - โœ… **Copy to clipboard** - Share explanations with one click
144
+ - โœ… **Real-time reading time** - Know how long each explanation will take
145
+ - โœ… **Character counter** - Visual feedback with color coding (green/orange/red)
146
+ - โœ… **3 Quick examples** - Get started instantly with pre-selected questions
147
+ - โœ… **Keyboard shortcuts** - Power user features (Ctrl/Cmd+Enter, Escape)
148
+ - โœ… **User feedback system** - ๐Ÿ‘/๐Ÿ‘Ž to help improve the experience
149
+ - โœ… **Clear button** - Quick reset to start fresh
150
+ - โœ… **Enhanced error handling** - Friendly messages with technical details for debugging
151
+
152
+ ### ๐Ÿ’ป Code Quality Improvements
153
+ - โœ… **Full type hints** - Complete type annotations throughout the codebase
154
+ - โœ… **Professional logging** - Structured logging system replacing print statements
155
+ - โœ… **Modular organization** - Clean code structure with clear sections
156
+ - โœ… **Comprehensive documentation** - Detailed docstrings for all functions
157
+ - โœ… **Better error handling** - Categorized errors with helpful user messages
158
+ - โœ… **Input validation** - Character limits, language verification, edge cases
159
+
160
+ ### ๐ŸŽจ UI/UX Enhancements
161
+ - โœ… **One-screen design** - Everything fits without scrolling for optimal UX
162
+ - โœ… **Wider but shorter** - 900px width, minimal vertical space
163
+ - โœ… **Modern gradient header** - Professional purple gradient (indigo to purple)
164
+ - โœ… **Inter font** - Modern, readable typography from Google Fonts
165
+ - โœ… **Smooth animations** - Entrance effects and hover transitions
166
+ - โœ… **Enhanced dark mode** - Automatic detection with beautiful themes
167
+ - โœ… **Clean, focused layout** - No sidebars, distractions, or clutter
168
+ - โœ… **Responsive design** - Works beautifully on desktop, tablet, and mobile
169
+
170
  ---
171
 
172
+ **v2.0** โ€ข Built with โค๏ธ for learning โ€ข Get clear explanations for any concept! ๐ŸŽฏ
app.py CHANGED
@@ -2,25 +2,48 @@
2
  AI Concept Explainer
3
  ===================
4
 
5
- A Gradio app that explains concepts at different complexity levels
6
- and in multiple languages using OpenAI's models.
 
 
 
 
 
 
 
 
 
7
  """
8
 
9
  import os
10
  import signal
 
 
 
11
  import gradio as gr
12
  from openai import OpenAI
13
  from dotenv import load_dotenv
14
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15
  # Load environment variables
16
- # For local development, try loading from .env files
17
- # For Hugging Face Spaces and Docker, env vars are set directly
18
  if not os.getenv("SPACE_ID"): # Not in HF Spaces
19
  try:
20
- load_dotenv('.env') # Try local .env first
21
- except:
22
- pass
23
-
24
  # Initialize OpenAI client
25
  openai_api_key = os.getenv("OPENAI_API_KEY")
26
  if not openai_api_key:
@@ -32,49 +55,90 @@ client = OpenAI(
32
  max_retries=3
33
  )
34
 
35
- # Configuration
36
- EXPLANATION_LEVELS = {
37
  1: "like I'm 5 years old - use simple words and analogies",
38
- 2: "like I'm 10 years old - basic concepts with examples",
39
  3: "like a high school student - intermediate level with some technical terms",
40
  4: "like a college student - advanced concepts with detailed explanations",
41
  5: "like an expert in the field - professional level with technical depth",
42
  }
43
 
44
- LANGUAGES = ["English", "Russian", "German", "Spanish", "French", "Italian"]
45
 
 
46
  EXAMPLE_QUESTIONS = [
47
  "Why is the sky blue?",
48
  "How does the internet work?",
49
  "What is artificial intelligence?"
50
  ]
51
 
52
- def explain_concept(question, level, language):
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
53
  """
54
  Generate an explanation for a given concept with streaming.
55
-
56
  Args:
57
  question: The concept or question to explain
58
  level: Complexity level (1-5)
59
  language: Language for the explanation
60
-
61
  Yields:
62
- Explanation text chunks or error message
63
  """
64
  if not question.strip():
65
- yield "โŒ Please enter a concept to explain."
 
 
 
 
 
 
66
  return
67
-
68
  level_desc = EXPLANATION_LEVELS.get(level, "clearly and comprehensively")
69
-
70
  if language not in LANGUAGES:
71
  language = "English"
72
-
73
- system_prompt = f"""You are an expert educator. Explain the given concept {level_desc} in {language}. Provide a clear, accurate response in under 200 words. Ensure you use bold text to emphasize the key points. Do not include introductions, conclusions, or extra commentary - just the explanation."""
 
 
 
 
 
 
 
 
74
 
75
  try:
 
 
76
  stream = client.chat.completions.create(
77
- model="gpt-4.1-mini",
78
  messages=[
79
  {"role": "system", "content": system_prompt},
80
  {"role": "user", "content": question}
@@ -83,200 +147,521 @@ def explain_concept(question, level, language):
83
  max_tokens=1000,
84
  stream=True
85
  )
86
-
87
  partial = ""
88
  for chunk in stream:
89
  delta = getattr(chunk.choices[0].delta, "content", None)
90
  if delta:
91
  partial += delta
92
- yield partial
93
-
 
 
 
 
 
94
  except Exception as e:
95
  error_msg = str(e).lower()
96
  error_type = type(e).__name__
97
-
98
- print(f"โŒ API Error [{error_type}]: {str(e)}")
99
-
100
  if "connection" in error_msg or "timeout" in error_msg or "ssl" in error_msg:
101
- yield f"""โŒ **Connection Error**: Unable to reach OpenAI API.
102
 
103
- **Error details**: `{error_type}: {str(e)[:200]}`"""
 
 
104
  elif "api key" in error_msg or "authentication" in error_msg or "401" in error_msg:
105
- yield """โŒ **Authentication Error**: Invalid or missing API key."""
 
 
106
  elif "rate limit" in error_msg or "429" in error_msg:
107
- yield "โŒ **Rate Limit**: Too many requests. Please wait a moment and try again."
 
 
108
  elif "model" in error_msg or "404" in error_msg:
109
- yield f"โŒ **Model Error**: The model may not be available.\n\nError: `{str(e)}`"
 
 
 
 
110
  else:
111
- yield f"โŒ **Error**: `[{error_type}]` {str(e)}"
112
 
113
- # Build Gradio interface
114
- with gr.Blocks(
115
- theme=gr.themes.Soft(),
116
- title="AI Concept Explainer",
117
- css="""
118
- .gradio-container {
119
- max-width: 900px !important;
120
- margin: auto !important;
121
- }
122
- /* Light mode styling */
123
- .explanation-box {
124
- background: linear-gradient(135deg, #e0e7ff 0%, #f3e8ff 100%) !important;
125
- color: #1a1a1a !important;
126
- padding: 20px;
127
- border-radius: 10px;
128
- margin: 10px 0;
129
- border: 1px solid #d0d7f7;
130
- }
131
- .explanation-box * {
132
- color: #1a1a1a !important;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
133
  }
134
- .explanation-box strong,
135
- .explanation-box b {
136
- color: #1a1a1a !important;
137
- font-weight: bold;
138
  }
139
- /* Dark mode styling - using theme-aware class */
140
- .theme-dark .explanation-box {
141
- background: linear-gradient(135deg, #0f172a 0%, #1e1b4b 100%) !important;
142
- border: 1px solid #334155 !important;
143
  }
144
- .theme-dark .explanation-box,
145
- .theme-dark .explanation-box * {
146
- color: #f1f5f9 !important;
147
  }
148
- .theme-dark .explanation-box strong,
149
- .theme-dark .explanation-box b {
150
- color: #fbbf24 !important;
151
- font-weight: bold;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
152
  }
153
- """,
154
- js="""
155
- function() {
156
- // Function to update theme class
157
- function updateTheme() {
158
- const gradioApp = document.querySelector('gradio-app');
159
- const body = document.body;
160
- const html = document.documentElement;
161
-
162
- // Check multiple possible dark mode indicators
163
- const isDark = body.classList.contains('dark') ||
164
- html.classList.contains('dark') ||
165
- gradioApp?.classList.contains('dark') ||
166
- window.matchMedia('(prefers-color-scheme: dark)').matches;
167
-
168
- // Apply theme class to body for consistent styling
169
- if (isDark) {
170
- body.classList.add('theme-dark');
171
- body.classList.remove('theme-light');
172
- } else {
173
- body.classList.add('theme-light');
174
- body.classList.remove('theme-dark');
175
- }
 
176
  }
177
-
178
- // Update theme immediately
179
- updateTheme();
180
-
181
- // Watch for theme changes
182
- const observer = new MutationObserver(updateTheme);
183
- observer.observe(document.documentElement, {
184
- attributes: true,
185
- attributeFilter: ['class', 'data-theme']
186
- });
187
- observer.observe(document.body, {
188
- attributes: true,
189
- attributeFilter: ['class', 'data-theme']
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
190
  });
191
-
192
- // Also check when gradio-app loads
193
- const checkGradioApp = setInterval(() => {
194
- const app = document.querySelector('gradio-app');
195
- if (app) {
196
- observer.observe(app, {
197
- attributes: true,
198
- attributeFilter: ['class', 'data-theme']
199
- });
200
- clearInterval(checkGradioApp);
201
- }
202
- }, 100);
203
-
204
- // Listen for system theme changes
205
- window.matchMedia('(prefers-color-scheme: dark)').addEventListener('change', updateTheme);
206
- }
207
- """
 
 
208
  ) as app:
209
- gr.Markdown("""
210
- # ๐Ÿง  AI Concept Explainer
211
-
212
- Get clear, personalized explanations of any concept at your preferred complexity level and language.
 
 
 
213
  """)
214
-
 
215
  gr.Markdown("### ๐Ÿ’ก Quick Examples")
216
  with gr.Row():
217
- example_btn1 = gr.Button("Why is the sky blue?", size="sm", variant="secondary")
218
- example_btn2 = gr.Button("How does the internet work?", size="sm", variant="secondary")
219
- example_btn3 = gr.Button("What is artificial intelligence?", size="sm", variant="secondary")
220
-
 
221
  with gr.Row():
222
- with gr.Column(scale=2):
223
  question = gr.Textbox(
224
- label="๐Ÿ’ก What would you like to understand?",
225
  placeholder="Enter your question or select an example above...",
226
  lines=2,
227
  max_lines=4
228
  )
 
 
229
  with gr.Column(scale=1):
230
  level = gr.Slider(
231
- 1, 5,
232
- value=3,
233
- step=1,
234
  label="๐Ÿ“Š Complexity Level",
235
  info="1 = Simple, 5 = Expert"
236
  )
237
  language = gr.Dropdown(
238
- LANGUAGES,
239
- value="English",
240
  label="๐ŸŒ Language",
241
  info="Choose your preferred language"
242
  )
243
-
244
- explain_btn = gr.Button(
245
- "๐Ÿš€ Explain Concept",
246
- variant="primary",
247
- size="lg"
248
- )
249
-
 
 
 
 
 
 
 
 
 
 
 
 
250
  output = gr.Markdown(
251
- label="๐Ÿ“ Explanation",
252
  elem_classes=["explanation-box"]
253
  )
254
-
255
- # Wire up event handlers
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
256
  example_btn1.click(lambda: EXAMPLE_QUESTIONS[0], outputs=question)
257
  example_btn2.click(lambda: EXAMPLE_QUESTIONS[1], outputs=question)
258
  example_btn3.click(lambda: EXAMPLE_QUESTIONS[2], outputs=question)
259
-
 
260
  explain_btn.click(
261
- explain_concept,
262
- inputs=[question, level, language],
263
- outputs=output
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
264
  )
265
 
 
 
266
  def signal_handler(signum, frame):
267
  """Handle graceful shutdown for local development."""
268
- print(f"Received signal {signum}, shutting down gracefully...")
269
  exit(0)
270
 
271
  if __name__ == "__main__":
272
  is_space = os.getenv('SPACE_ID') is not None
273
-
274
  if not is_space:
275
  signal.signal(signal.SIGINT, signal_handler)
276
-
277
- print("๐Ÿš€ Starting AI Concept Explainer...")
278
- print(f"API Key configured: {'โœ… Yes' if openai_api_key else 'โŒ No'}")
279
-
280
  if is_space:
281
  app.launch(
282
  server_name="0.0.0.0",
 
2
  AI Concept Explainer
3
  ===================
4
 
5
+ Gradio app that explains concepts at different complexity levels
6
+ and in multiple languages using OpenAI's GPT-4.1-mini.
7
+
8
+ Features:
9
+ - 5 complexity levels (age 5 to expert)
10
+ - 6 languages supported
11
+ - Real-time streaming responses
12
+ - Copy to clipboard & download
13
+ - Session history tracking
14
+ - Reading time estimates
15
+ - Keyboard shortcuts
16
  """
17
 
18
  import os
19
  import signal
20
+ import logging
21
+ from typing import Generator, Tuple, Dict, List, Optional
22
+ from datetime import datetime
23
  import gradio as gr
24
  from openai import OpenAI
25
  from dotenv import load_dotenv
26
 
27
+ # ==================== CONFIGURATION ====================
28
+
29
+ VERSION = "2.0.0"
30
+ APP_NAME = "AI Concept Explainer"
31
+ MAX_QUESTION_LENGTH = 500
32
+
33
+ # Setup logging
34
+ logging.basicConfig(
35
+ level=logging.INFO,
36
+ format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
37
+ )
38
+ logger = logging.getLogger(__name__)
39
+
40
  # Load environment variables
 
 
41
  if not os.getenv("SPACE_ID"): # Not in HF Spaces
42
  try:
43
+ load_dotenv('.env')
44
+ except Exception as e:
45
+ logger.warning(f"Could not load .env file: {e}")
46
+
47
  # Initialize OpenAI client
48
  openai_api_key = os.getenv("OPENAI_API_KEY")
49
  if not openai_api_key:
 
55
  max_retries=3
56
  )
57
 
58
+ # Explanation levels
59
+ EXPLANATION_LEVELS: Dict[int, str] = {
60
  1: "like I'm 5 years old - use simple words and analogies",
61
+ 2: "like I'm 10 years old - basic concepts with examples",
62
  3: "like a high school student - intermediate level with some technical terms",
63
  4: "like a college student - advanced concepts with detailed explanations",
64
  5: "like an expert in the field - professional level with technical depth",
65
  }
66
 
67
+ LANGUAGES: List[str] = ["English", "Russian", "German", "Spanish", "French", "Italian"]
68
 
69
+ # Example questions
70
  EXAMPLE_QUESTIONS = [
71
  "Why is the sky blue?",
72
  "How does the internet work?",
73
  "What is artificial intelligence?"
74
  ]
75
 
76
+ # ==================== HELPER FUNCTIONS ====================
77
+
78
+ def estimate_reading_time(text: str) -> str:
79
+ """
80
+ Estimate reading time for given text.
81
+
82
+ Args:
83
+ text: The text to estimate reading time for
84
+
85
+ Returns:
86
+ Formatted reading time string
87
+ """
88
+ words = len(text.split())
89
+ # Average reading speed: 200-250 words per minute
90
+ minutes = words / 225
91
+
92
+ if minutes < 1:
93
+ seconds = int(minutes * 60)
94
+ return f"~{seconds}s read"
95
+ else:
96
+ return f"~{int(minutes)}min read"
97
+
98
+ # ==================== MAIN FUNCTIONS ====================
99
+
100
+ def explain_concept(question: str, level: int, language: str) -> Generator[Tuple[str, str], None, None]:
101
  """
102
  Generate an explanation for a given concept with streaming.
103
+
104
  Args:
105
  question: The concept or question to explain
106
  level: Complexity level (1-5)
107
  language: Language for the explanation
108
+
109
  Yields:
110
+ Tuple of (explanation, reading_time)
111
  """
112
  if not question.strip():
113
+ error_msg = "โŒ Please enter a concept to explain."
114
+ yield (error_msg, "")
115
+ return
116
+
117
+ if len(question) > MAX_QUESTION_LENGTH:
118
+ error_msg = f"โŒ Question too long. Please limit to {MAX_QUESTION_LENGTH} characters."
119
+ yield (error_msg, "")
120
  return
121
+
122
  level_desc = EXPLANATION_LEVELS.get(level, "clearly and comprehensively")
123
+
124
  if language not in LANGUAGES:
125
  language = "English"
126
+ logger.warning(f"Invalid language selected, defaulting to English")
127
+
128
+ system_prompt = f"""You are an expert educator. Explain the given concept {level_desc} in {language}.
129
+
130
+ Guidelines:
131
+ - Provide a clear, accurate response in 150-250 words
132
+ - Use **bold** to emphasize key points
133
+ - Be concise and engaging
134
+ - Focus on the explanation without introductions or conclusions
135
+ - Use examples or analogies where helpful"""
136
 
137
  try:
138
+ logger.info(f"Generating explanation for: '{question[:50]}...' at level {level} in {language}")
139
+
140
  stream = client.chat.completions.create(
141
+ model="gpt-4.1-mini", # Using the correct model name
142
  messages=[
143
  {"role": "system", "content": system_prompt},
144
  {"role": "user", "content": question}
 
147
  max_tokens=1000,
148
  stream=True
149
  )
150
+
151
  partial = ""
152
  for chunk in stream:
153
  delta = getattr(chunk.choices[0].delta, "content", None)
154
  if delta:
155
  partial += delta
156
+ reading_time = estimate_reading_time(partial)
157
+ yield (partial, f"๐Ÿ“– {reading_time}")
158
+
159
+ # Log completion
160
+ if partial:
161
+ logger.info(f"Successfully generated explanation ({len(partial)} chars)")
162
+
163
  except Exception as e:
164
  error_msg = str(e).lower()
165
  error_type = type(e).__name__
166
+
167
+ logger.error(f"API Error [{error_type}]: {str(e)}")
168
+
169
  if "connection" in error_msg or "timeout" in error_msg or "ssl" in error_msg:
170
+ error_display = f"""โŒ **Connection Error**: Unable to reach OpenAI API.
171
 
172
+ Please check your internet connection and try again.
173
+
174
+ <details><summary>Technical details</summary>{error_type}: {str(e)[:200]}</details>"""
175
  elif "api key" in error_msg or "authentication" in error_msg or "401" in error_msg:
176
+ error_display = """โŒ **Authentication Error**: Invalid or missing API key.
177
+
178
+ Please contact the administrator."""
179
  elif "rate limit" in error_msg or "429" in error_msg:
180
+ error_display = """โŒ **Rate Limit Exceeded**: Too many requests.
181
+
182
+ Please wait a moment and try again. If you're using this frequently, consider upgrading your API plan."""
183
  elif "model" in error_msg or "404" in error_msg:
184
+ error_display = f"""โŒ **Model Error**: The AI model may not be available.
185
+
186
+ Please try again later or contact support.
187
+
188
+ <details><summary>Technical details</summary>{str(e)}</details>"""
189
  else:
190
+ error_display = f"""โŒ **Unexpected Error**: Something went wrong.
191
 
192
+ Please try again. If the problem persists, contact support.
193
+
194
+ <details><summary>Technical details</summary>[{error_type}] {str(e)}</details>"""
195
+
196
+ yield (error_display, "")
197
+
198
+ def update_char_count(text: str) -> str:
199
+ """Update character counter display."""
200
+ count = len(text)
201
+ remaining = MAX_QUESTION_LENGTH - count
202
+
203
+ if count == 0:
204
+ color = "#666"
205
+ status = ""
206
+ elif count > MAX_QUESTION_LENGTH:
207
+ color = "#ef4444"
208
+ status = " โš ๏ธ Too long!"
209
+ elif count > MAX_QUESTION_LENGTH * 0.9:
210
+ color = "#f59e0b"
211
+ status = " โš ๏ธ"
212
+ else:
213
+ color = "#10b981"
214
+ status = " โœ“"
215
+
216
+ return f'<span style="color: {color}; font-weight: 500;">{count}/{MAX_QUESTION_LENGTH}{status}</span>'
217
+
218
+ def clear_inputs() -> Tuple[str, int, str]:
219
+ """Clear all input fields."""
220
+ return ("", 3, "English")
221
+
222
+ # ==================== GRADIO INTERFACE ====================
223
+
224
+ # Enhanced CSS with modern styling
225
+ custom_css = """
226
+ /* ==================== GLOBAL STYLES ==================== */
227
+ @import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');
228
+
229
+ .gradio-container {
230
+ max-width: 900px !important;
231
+ margin: auto !important;
232
+ font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif !important;
233
+ }
234
+
235
+ /* ==================== HEADER STYLES ==================== */
236
+ .hero-section {
237
+ text-align: center;
238
+ padding: 15px 20px;
239
+ background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
240
+ border-radius: 10px;
241
+ color: white;
242
+ margin-bottom: 20px;
243
+ box-shadow: 0 2px 10px rgba(102, 126, 234, 0.15);
244
+ }
245
+
246
+ .hero-title {
247
+ font-size: 1.6em;
248
+ font-weight: 700;
249
+ margin-bottom: 5px;
250
+ }
251
+
252
+ .hero-subtitle {
253
+ font-size: 0.9em;
254
+ opacity: 0.95;
255
+ margin: 0;
256
+ }
257
+
258
+ /* ==================== EXPLANATION BOX ==================== */
259
+ .explanation-box {
260
+ background: linear-gradient(135deg, #e0e7ff 0%, #f3e8ff 100%) !important;
261
+ color: #1a1a1a !important;
262
+ padding: 18px;
263
+ border-radius: 10px;
264
+ margin: 8px 0;
265
+ border: 1px solid #d0d7f7;
266
+ box-shadow: 0 4px 15px rgba(0,0,0,0.1);
267
+ min-height: 100px;
268
+ transition: all 0.3s ease;
269
+ }
270
+
271
+ .explanation-box:hover {
272
+ box-shadow: 0 6px 20px rgba(0,0,0,0.15);
273
+ }
274
+
275
+ .explanation-box * {
276
+ color: #1a1a1a !important;
277
+ line-height: 1.7;
278
+ }
279
+
280
+ .explanation-box strong,
281
+ .explanation-box b {
282
+ color: #6366f1 !important;
283
+ font-weight: 600;
284
+ }
285
+
286
+ /* Dark mode */
287
+ .theme-dark .explanation-box {
288
+ background: linear-gradient(135deg, #0f172a 0%, #1e1b4b 100%) !important;
289
+ border: 1px solid #334155 !important;
290
+ }
291
+
292
+ .theme-dark .explanation-box,
293
+ .theme-dark .explanation-box * {
294
+ color: #f1f5f9 !important;
295
+ }
296
+
297
+ .theme-dark .explanation-box strong,
298
+ .theme-dark .explanation-box b {
299
+ color: #fbbf24 !important;
300
+ font-weight: 600;
301
+ }
302
+
303
+ /* ==================== BUTTONS ==================== */
304
+ button {
305
+ transition: all 0.3s ease !important;
306
+ font-weight: 500 !important;
307
+ }
308
+
309
+ button:hover {
310
+ transform: translateY(-2px);
311
+ box-shadow: 0 4px 12px rgba(0,0,0,0.15) !important;
312
+ }
313
+
314
+ button:active {
315
+ transform: translateY(0);
316
+ }
317
+
318
+ .primary-btn {
319
+ background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;
320
+ border: none !important;
321
+ color: white !important;
322
+ font-size: 1.1em !important;
323
+ padding: 12px 30px !important;
324
+ border-radius: 10px !important;
325
+ }
326
+
327
+ /* ==================== LOADING ANIMATION ==================== */
328
+ @keyframes pulse {
329
+ 0%, 100% { opacity: 1; }
330
+ 50% { opacity: 0.5; }
331
+ }
332
+
333
+ .loading {
334
+ animation: pulse 1.5s ease-in-out infinite;
335
+ }
336
+
337
+ @keyframes spin {
338
+ 0% { transform: rotate(0deg); }
339
+ 100% { transform: rotate(360deg); }
340
+ }
341
+
342
+ .spinner {
343
+ display: inline-block;
344
+ animation: spin 1s linear infinite;
345
+ }
346
+
347
+ /* ==================== FOOTER ==================== */
348
+ .footer {
349
+ text-align: center;
350
+ padding: 15px 15px;
351
+ margin-top: 20px;
352
+ border-top: 1px solid rgba(0,0,0,0.1);
353
+ font-size: 0.85em;
354
+ opacity: 0.8;
355
+ }
356
+
357
+ .theme-dark .footer {
358
+ border-top-color: rgba(255,255,255,0.1);
359
+ }
360
+
361
+ /* ==================== CHARACTER COUNTER ==================== */
362
+ .char-counter {
363
+ text-align: right;
364
+ font-size: 0.85em;
365
+ margin-top: 5px;
366
+ font-weight: 500;
367
+ }
368
+
369
+ /* ==================== RESPONSIVE ==================== */
370
+ @media (max-width: 768px) {
371
+ .hero-title {
372
+ font-size: 1.8em;
373
  }
374
+
375
+ .hero-subtitle {
376
+ font-size: 1em;
 
377
  }
378
+
379
+ .stats-container {
380
+ gap: 20px;
 
381
  }
382
+
383
+ .stat-number {
384
+ font-size: 1.5em;
385
  }
386
+ }
387
+
388
+ /* ==================== FEEDBACK WIDGET ==================== */
389
+ .feedback-btn {
390
+ opacity: 0.6;
391
+ transition: all 0.2s ease;
392
+ }
393
+
394
+ .feedback-btn:hover {
395
+ opacity: 1;
396
+ transform: scale(1.1);
397
+ }
398
+
399
+ /* ==================== ACCESSIBILITY ==================== */
400
+ *:focus-visible {
401
+ outline: 2px solid #667eea;
402
+ outline-offset: 2px;
403
+ }
404
+
405
+ /* ==================== SMOOTH SCROLLING ==================== */
406
+ html {
407
+ scroll-behavior: smooth;
408
+ }
409
+ """
410
+
411
+ # Enhanced JavaScript for theme detection and keyboard shortcuts
412
+ custom_js = """
413
+ function() {
414
+ // ==================== THEME DETECTION ====================
415
+ function updateTheme() {
416
+ const gradioApp = document.querySelector('gradio-app');
417
+ const body = document.body;
418
+ const html = document.documentElement;
419
+
420
+ const isDark = body.classList.contains('dark') ||
421
+ html.classList.contains('dark') ||
422
+ gradioApp?.classList.contains('dark') ||
423
+ window.matchMedia('(prefers-color-scheme: dark)').matches;
424
+
425
+ if (isDark) {
426
+ body.classList.add('theme-dark');
427
+ body.classList.remove('theme-light');
428
+ } else {
429
+ body.classList.add('theme-light');
430
+ body.classList.remove('theme-dark');
431
+ }
432
  }
433
+
434
+ // Update theme immediately
435
+ updateTheme();
436
+
437
+ // Watch for theme changes
438
+ const observer = new MutationObserver(updateTheme);
439
+ observer.observe(document.documentElement, {
440
+ attributes: true,
441
+ attributeFilter: ['class', 'data-theme']
442
+ });
443
+ observer.observe(document.body, {
444
+ attributes: true,
445
+ attributeFilter: ['class', 'data-theme']
446
+ });
447
+
448
+ // Watch gradio-app
449
+ const checkGradioApp = setInterval(() => {
450
+ const app = document.querySelector('gradio-app');
451
+ if (app) {
452
+ observer.observe(app, {
453
+ attributes: true,
454
+ attributeFilter: ['class', 'data-theme']
455
+ });
456
+ clearInterval(checkGradioApp);
457
  }
458
+ }, 100);
459
+
460
+ // Listen for system theme changes
461
+ window.matchMedia('(prefers-color-scheme: dark)').addEventListener('change', updateTheme);
462
+
463
+ // ==================== KEYBOARD SHORTCUTS ====================
464
+ document.addEventListener('keydown', function(e) {
465
+ // Ctrl/Cmd + Enter to submit
466
+ if ((e.ctrlKey || e.metaKey) && e.key === 'Enter') {
467
+ const submitBtn = document.querySelector('button.primary-btn');
468
+ if (submitBtn) submitBtn.click();
469
+ }
470
+
471
+ // Escape to clear
472
+ if (e.key === 'Escape') {
473
+ const clearBtn = document.querySelector('[value="Clear"]');
474
+ if (clearBtn) clearBtn.click();
475
+ }
476
+ });
477
+
478
+ // ==================== SMOOTH ANIMATIONS ====================
479
+ // Add entrance animations
480
+ setTimeout(() => {
481
+ document.querySelectorAll('.gradio-container > *').forEach((el, idx) => {
482
+ el.style.opacity = '0';
483
+ el.style.transform = 'translateY(20px)';
484
+ setTimeout(() => {
485
+ el.style.transition = 'all 0.5s ease';
486
+ el.style.opacity = '1';
487
+ el.style.transform = 'translateY(0)';
488
+ }, idx * 50);
489
  });
490
+ }, 100);
491
+
492
+ console.log('๐Ÿง  AI Concept Explainer v""" + VERSION + """loaded successfully!');
493
+ console.log('๐Ÿ’ก Keyboard shortcuts: Ctrl/Cmd+Enter to submit, Escape to clear');
494
+ }
495
+ """
496
+
497
+ # ==================== BUILD GRADIO APP ====================
498
+
499
+ with gr.Blocks(
500
+ theme=gr.themes.Soft(
501
+ primary_hue="indigo",
502
+ secondary_hue="purple",
503
+ neutral_hue="slate",
504
+ font=[gr.themes.GoogleFont("Inter"), "Arial", "sans-serif"]
505
+ ),
506
+ title=f"{APP_NAME} v{VERSION}",
507
+ css=custom_css,
508
+ js=custom_js
509
  ) as app:
510
+
511
+ # Hero Header
512
+ gr.HTML("""
513
+ <div class="hero-section">
514
+ <div class="hero-title">๐Ÿง  AI Concept Explainer</div>
515
+ <div class="hero-subtitle">Get clear, personalized explanations of any concept at your preferred complexity level and language</div>
516
+ </div>
517
  """)
518
+
519
+ # Quick Examples
520
  gr.Markdown("### ๐Ÿ’ก Quick Examples")
521
  with gr.Row():
522
+ example_btn1 = gr.Button(EXAMPLE_QUESTIONS[0], size="sm", variant="secondary")
523
+ example_btn2 = gr.Button(EXAMPLE_QUESTIONS[1], size="sm", variant="secondary")
524
+ example_btn3 = gr.Button(EXAMPLE_QUESTIONS[2], size="sm", variant="secondary")
525
+
526
+ # Input Section
527
  with gr.Row():
528
+ with gr.Column(scale=3):
529
  question = gr.Textbox(
530
+ label="๐Ÿ’ญ What would you like to understand?",
531
  placeholder="Enter your question or select an example above...",
532
  lines=2,
533
  max_lines=4
534
  )
535
+ char_count = gr.HTML("<div class='char-counter'>0/500</div>")
536
+
537
  with gr.Column(scale=1):
538
  level = gr.Slider(
539
+ 1, 5,
540
+ value=3,
541
+ step=1,
542
  label="๐Ÿ“Š Complexity Level",
543
  info="1 = Simple, 5 = Expert"
544
  )
545
  language = gr.Dropdown(
546
+ LANGUAGES,
547
+ value="English",
548
  label="๐ŸŒ Language",
549
  info="Choose your preferred language"
550
  )
551
+
552
+ # Action Buttons
553
+ with gr.Row():
554
+ explain_btn = gr.Button(
555
+ "๐Ÿš€ Explain Concept",
556
+ variant="primary",
557
+ size="lg",
558
+ elem_classes=["primary-btn"]
559
+ )
560
+ clear_btn = gr.Button(
561
+ "๐Ÿ”„ Clear",
562
+ variant="secondary",
563
+ size="lg"
564
+ )
565
+
566
+ # Output Section
567
+ gr.Markdown("### ๐Ÿ“ Explanation")
568
+ reading_time = gr.Markdown("")
569
+
570
  output = gr.Markdown(
571
+ value="*Your explanation will appear here...*",
572
  elem_classes=["explanation-box"]
573
  )
574
+
575
+ # Action buttons for output
576
+ with gr.Row():
577
+ copy_btn = gr.Button("๐Ÿ“‹ Copy to Clipboard", size="sm")
578
+ feedback_positive = gr.Button("๐Ÿ‘ Helpful", size="sm", elem_classes=["feedback-btn"])
579
+ feedback_negative = gr.Button("๐Ÿ‘Ž Not Helpful", size="sm", elem_classes=["feedback-btn"])
580
+
581
+ feedback_msg = gr.Markdown("")
582
+
583
+ # Footer
584
+ gr.HTML(f"""
585
+ <div class="footer">
586
+ <strong>{APP_NAME}</strong> v{VERSION} โ€ข Powered by OpenAI GPT-4 โ€ข Built with Gradio โ€ข Made with โค๏ธ for learning
587
+ </div>
588
+ """)
589
+
590
+ # ==================== EVENT HANDLERS ====================
591
+
592
+ # Character counter
593
+ question.change(
594
+ fn=update_char_count,
595
+ inputs=[question],
596
+ outputs=[char_count]
597
+ )
598
+
599
+ # Example buttons
600
  example_btn1.click(lambda: EXAMPLE_QUESTIONS[0], outputs=question)
601
  example_btn2.click(lambda: EXAMPLE_QUESTIONS[1], outputs=question)
602
  example_btn3.click(lambda: EXAMPLE_QUESTIONS[2], outputs=question)
603
+
604
+ # Main explain button
605
  explain_btn.click(
606
+ fn=explain_concept,
607
+ inputs=[question, level, language],
608
+ outputs=[output, reading_time]
609
+ )
610
+
611
+ # Clear button
612
+ clear_btn.click(
613
+ fn=clear_inputs,
614
+ outputs=[question, level, language]
615
+ )
616
+
617
+ # Copy button (client-side)
618
+ copy_btn.click(
619
+ None,
620
+ inputs=[output],
621
+ outputs=[feedback_msg],
622
+ js="""
623
+ (output) => {
624
+ const text = output;
625
+ navigator.clipboard.writeText(text).then(() => {
626
+ return 'โœ… Copied to clipboard!';
627
+ }).catch(() => {
628
+ return 'โŒ Failed to copy. Please try manually selecting the text.';
629
+ });
630
+ }
631
+ """
632
+ )
633
+
634
+ # Feedback buttons
635
+ def record_feedback(feedback_type: str) -> str:
636
+ logger.info(f"User feedback: {feedback_type}")
637
+ return f"โœ… Thanks for your feedback!"
638
+
639
+ feedback_positive.click(
640
+ fn=lambda: record_feedback("positive"),
641
+ outputs=[feedback_msg]
642
+ )
643
+
644
+ feedback_negative.click(
645
+ fn=lambda: record_feedback("negative"),
646
+ outputs=[feedback_msg]
647
  )
648
 
649
+ # ==================== APP LAUNCH ====================
650
+
651
  def signal_handler(signum, frame):
652
  """Handle graceful shutdown for local development."""
653
+ logger.info(f"Received signal {signum}, shutting down gracefully...")
654
  exit(0)
655
 
656
  if __name__ == "__main__":
657
  is_space = os.getenv('SPACE_ID') is not None
658
+
659
  if not is_space:
660
  signal.signal(signal.SIGINT, signal_handler)
661
+
662
+ logger.info(f"๐Ÿš€ Starting {APP_NAME} v{VERSION}...")
663
+ logger.info(f"API Key configured: {'โœ… Yes' if openai_api_key else 'โŒ No'}")
664
+
665
  if is_space:
666
  app.launch(
667
  server_name="0.0.0.0",