Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,3 +1,4 @@
|
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
from groq import Groq
|
| 3 |
import os
|
|
@@ -14,8 +15,9 @@ client = Groq(
|
|
| 14 |
class QuizApp:
|
| 15 |
def __init__(self):
|
| 16 |
self.current_questions = []
|
|
|
|
| 17 |
self.user_data = {}
|
| 18 |
-
|
| 19 |
def generate_questions(self, text, num_questions):
|
| 20 |
prompt = f"""Create {num_questions} multiple choice questions based on this text:
|
| 21 |
{text}
|
|
@@ -26,20 +28,19 @@ class QuizApp:
|
|
| 26 |
3. Have only one correct answer
|
| 27 |
4. Be educational and test understanding
|
| 28 |
|
| 29 |
-
Return
|
| 30 |
[
|
| 31 |
{{
|
| 32 |
-
"question": "
|
| 33 |
"options": [
|
| 34 |
"Correct answer",
|
| 35 |
"Wrong answer 1",
|
| 36 |
"Wrong answer 2",
|
| 37 |
"Wrong answer 3"
|
| 38 |
],
|
| 39 |
-
"
|
| 40 |
}}
|
| 41 |
-
]
|
| 42 |
-
Only return the JSON array, no other text."""
|
| 43 |
|
| 44 |
try:
|
| 45 |
response = client.chat.completions.create(
|
|
@@ -49,65 +50,39 @@ class QuizApp:
|
|
| 49 |
],
|
| 50 |
model="llama-3.2-3b-preview",
|
| 51 |
temperature=0.5,
|
| 52 |
-
max_tokens=2048
|
| 53 |
-
top_p=0.9
|
| 54 |
)
|
| 55 |
|
| 56 |
response_text = response.choices[0].message.content.strip()
|
| 57 |
-
# Remove any markdown formatting
|
| 58 |
response_text = response_text.replace("```json", "").replace("```", "").strip()
|
| 59 |
|
| 60 |
questions = json.loads(response_text)
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
else:
|
| 64 |
-
self.current_questions = questions.get("questions", [])
|
| 65 |
-
|
| 66 |
-
# Validate question format
|
| 67 |
-
for q in self.current_questions:
|
| 68 |
-
if not all(key in q for key in ["question", "options", "correct_answers"]):
|
| 69 |
-
raise ValueError("Invalid question format")
|
| 70 |
-
if len(q["options"]) != 4:
|
| 71 |
-
raise ValueError("Each question must have exactly 4 options")
|
| 72 |
-
|
| 73 |
-
return json.dumps(self.current_questions, indent=2)
|
| 74 |
|
| 75 |
except Exception as e:
|
| 76 |
print(f"Error generating questions: {e}")
|
| 77 |
-
return
|
| 78 |
-
|
| 79 |
-
"options": ["Error", "Error", "Error", "Error"],
|
| 80 |
-
"correct_answers": [0]
|
| 81 |
-
}])
|
| 82 |
-
|
| 83 |
def calculate_score(self, answers):
|
| 84 |
-
|
| 85 |
-
answers = json.loads(answers) if isinstance(answers, str) else answers
|
| 86 |
-
total = len(self.current_questions)
|
| 87 |
-
correct = 0
|
| 88 |
-
|
| 89 |
-
for q, a in zip(self.current_questions, answers):
|
| 90 |
-
if set(a) == set(q["correct_answers"]):
|
| 91 |
-
correct += 1
|
| 92 |
-
|
| 93 |
-
return (correct / total) * 100
|
| 94 |
-
except Exception as e:
|
| 95 |
-
print(f"Error calculating score: {e}")
|
| 96 |
return 0
|
| 97 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 98 |
def generate_certificate(self, name, score, course_name, company_logo=None, participant_photo=None):
|
| 99 |
try:
|
| 100 |
-
# Create certificate with a light blue background
|
| 101 |
certificate = Image.new('RGB', (1200, 800), '#F0F8FF')
|
| 102 |
draw = ImageDraw.Draw(certificate)
|
| 103 |
|
| 104 |
-
# Load fonts
|
| 105 |
try:
|
| 106 |
title_font = ImageFont.truetype("arial.ttf", 60)
|
| 107 |
text_font = ImageFont.truetype("arial.ttf", 40)
|
| 108 |
subtitle_font = ImageFont.truetype("arial.ttf", 30)
|
| 109 |
except:
|
| 110 |
-
print("Using default font as Arial not found")
|
| 111 |
title_font = ImageFont.load_default()
|
| 112 |
text_font = ImageFont.load_default()
|
| 113 |
subtitle_font = ImageFont.load_default()
|
|
@@ -119,16 +94,14 @@ class QuizApp:
|
|
| 119 |
draw.text((600, 100), "CertifyMe AI", font=title_font, fill='#4682B4', anchor="mm")
|
| 120 |
draw.text((600, 160), "Certificate of Achievement", font=subtitle_font, fill='#4682B4', anchor="mm")
|
| 121 |
draw.text((600, 300), "This is to certify that", font=text_font, fill='black', anchor="mm")
|
| 122 |
-
draw.text((600, 380), name, font=text_font, fill='#4682B4', anchor="mm")
|
| 123 |
draw.text((600, 460), "has successfully completed", font=text_font, fill='black', anchor="mm")
|
| 124 |
-
draw.text((600, 540), course_name, font=text_font, fill='#4682B4', anchor="mm")
|
| 125 |
draw.text((600, 620), f"with a score of {score:.1f}%", font=text_font, fill='black', anchor="mm")
|
| 126 |
|
| 127 |
-
# Add date
|
| 128 |
current_date = datetime.now().strftime("%B %d, %Y")
|
| 129 |
draw.text((600, 700), current_date, font=text_font, fill='black', anchor="mm")
|
| 130 |
|
| 131 |
-
# Add logo if provided
|
| 132 |
if company_logo is not None:
|
| 133 |
try:
|
| 134 |
logo = Image.open(company_logo)
|
|
@@ -137,7 +110,6 @@ class QuizApp:
|
|
| 137 |
except Exception as e:
|
| 138 |
print(f"Error adding logo: {e}")
|
| 139 |
|
| 140 |
-
# Add photo if provided
|
| 141 |
if participant_photo is not None:
|
| 142 |
try:
|
| 143 |
photo = Image.open(participant_photo)
|
|
@@ -146,7 +118,6 @@ class QuizApp:
|
|
| 146 |
except Exception as e:
|
| 147 |
print(f"Error adding photo: {e}")
|
| 148 |
|
| 149 |
-
# Save certificate
|
| 150 |
temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.png')
|
| 151 |
certificate.save(temp_file.name)
|
| 152 |
return temp_file.name
|
|
@@ -154,108 +125,94 @@ class QuizApp:
|
|
| 154 |
print(f"Error generating certificate: {e}")
|
| 155 |
return None
|
| 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 |
-
gr.Markdown(f"### Question {i+1}")
|
| 189 |
-
gr.Markdown(q["question"])
|
| 190 |
-
radio = gr.Radio(
|
| 191 |
-
choices=q["options"],
|
| 192 |
-
label="Select your answer",
|
| 193 |
-
value=None,
|
| 194 |
-
visible=True
|
| 195 |
-
)
|
| 196 |
-
answers.append(radio)
|
| 197 |
-
return quiz_container
|
| 198 |
-
|
| 199 |
-
def process_answers(answers):
|
| 200 |
-
processed = []
|
| 201 |
-
for i, ans in enumerate(answers):
|
| 202 |
-
if ans is not None:
|
| 203 |
-
processed.append([i])
|
| 204 |
-
return processed
|
| 205 |
-
|
| 206 |
-
questions_display = gr.JSON(visible=False) # Hidden JSON storage
|
| 207 |
-
quiz_area = gr.Group(visible=False) # Container for dynamic quiz content
|
| 208 |
-
|
| 209 |
-
submit_btn = gr.Button("Submit Assessment", variant="primary", visible=False)
|
| 210 |
-
score_display = gr.Number(label="Your Score", visible=False)
|
| 211 |
-
|
| 212 |
-
# Update the question display when questions are generated
|
| 213 |
-
questions_display.change(
|
| 214 |
-
fn=lambda q: (
|
| 215 |
-
gr.Group(visible=True),
|
| 216 |
-
gr.Button(visible=True),
|
| 217 |
-
format_questions(q)
|
| 218 |
-
),
|
| 219 |
-
inputs=[questions_display],
|
| 220 |
-
outputs=[quiz_area, submit_btn, current_questions]
|
| 221 |
)
|
| 222 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 223 |
|
| 224 |
# Step 3: Get Certified
|
| 225 |
-
with gr.Tab("🎓 Step 3: Get Certified"
|
| 226 |
-
gr.
|
| 227 |
-
### Certification
|
| 228 |
-
- Your certificate will be generated automatically if you score 80% or above
|
| 229 |
-
- The certificate includes your name, score, and completion date
|
| 230 |
-
- Company logo and photo will be included if provided
|
| 231 |
-
- You can download your certificate once it's generated
|
| 232 |
-
""")
|
| 233 |
-
|
| 234 |
course_name = gr.Textbox(
|
| 235 |
-
label="Certification Title",
|
| 236 |
value="Professional Assessment Certification"
|
| 237 |
)
|
| 238 |
certificate_display = gr.Image(label="Your Certificate")
|
| 239 |
|
| 240 |
-
# Helper functions for tab navigation
|
| 241 |
-
def generate_and_switch_tab(text, num_questions):
|
| 242 |
-
questions = quiz_app.generate_questions(text, num_questions)
|
| 243 |
-
return questions, 1, gr.Markdown(visible=True), gr.Button(visible=True)
|
| 244 |
-
|
| 245 |
-
def calculate_score(selected_answers, questions):
|
| 246 |
-
correct = 0
|
| 247 |
-
total = len(questions)
|
| 248 |
-
for q, ans in zip(questions, selected_answers):
|
| 249 |
-
if set(ans) == set(q["correct_answers"]):
|
| 250 |
-
correct += 1
|
| 251 |
-
score = (correct / total) * 100 if total > 0 else 0
|
| 252 |
-
return score, 2
|
| 253 |
-
|
| 254 |
# Event handlers
|
| 255 |
generate_btn.click(
|
| 256 |
-
fn=
|
| 257 |
inputs=[text_input, num_questions],
|
| 258 |
-
outputs=[
|
| 259 |
).then(
|
| 260 |
fn=lambda tab: gr.Tabs(selected=tab),
|
| 261 |
inputs=[current_tab],
|
|
@@ -263,8 +220,8 @@ class QuizApp:
|
|
| 263 |
)
|
| 264 |
|
| 265 |
submit_btn.click(
|
| 266 |
-
fn=
|
| 267 |
-
inputs=[
|
| 268 |
outputs=[score_display, current_tab]
|
| 269 |
).then(
|
| 270 |
fn=lambda tab: gr.Tabs(selected=tab),
|
|
@@ -272,7 +229,6 @@ class QuizApp:
|
|
| 272 |
outputs=[tabs]
|
| 273 |
)
|
| 274 |
|
| 275 |
-
# Certificate generation remains the same
|
| 276 |
score_display.change(
|
| 277 |
fn=lambda score, user_name, course, logo, photo: (
|
| 278 |
quiz_app.generate_certificate(user_name, score, course, logo, photo)
|
|
@@ -284,11 +240,11 @@ class QuizApp:
|
|
| 284 |
|
| 285 |
return demo
|
| 286 |
|
| 287 |
-
# Main execution remains the same
|
| 288 |
if __name__ == "__main__":
|
| 289 |
if not os.getenv("GROQ_API_KEY"):
|
| 290 |
print("Please set your GROQ_API_KEY environment variable")
|
| 291 |
exit(1)
|
| 292 |
-
|
| 293 |
-
demo =
|
| 294 |
-
demo.launch()
|
|
|
|
|
|
| 1 |
+
```python
|
| 2 |
import gradio as gr
|
| 3 |
from groq import Groq
|
| 4 |
import os
|
|
|
|
| 15 |
class QuizApp:
|
| 16 |
def __init__(self):
|
| 17 |
self.current_questions = []
|
| 18 |
+
self.current_answers = []
|
| 19 |
self.user_data = {}
|
| 20 |
+
|
| 21 |
def generate_questions(self, text, num_questions):
|
| 22 |
prompt = f"""Create {num_questions} multiple choice questions based on this text:
|
| 23 |
{text}
|
|
|
|
| 28 |
3. Have only one correct answer
|
| 29 |
4. Be educational and test understanding
|
| 30 |
|
| 31 |
+
Return in this exact JSON format:
|
| 32 |
[
|
| 33 |
{{
|
| 34 |
+
"question": "What is the main topic discussed?",
|
| 35 |
"options": [
|
| 36 |
"Correct answer",
|
| 37 |
"Wrong answer 1",
|
| 38 |
"Wrong answer 2",
|
| 39 |
"Wrong answer 3"
|
| 40 |
],
|
| 41 |
+
"correct_answer": 0
|
| 42 |
}}
|
| 43 |
+
]"""
|
|
|
|
| 44 |
|
| 45 |
try:
|
| 46 |
response = client.chat.completions.create(
|
|
|
|
| 50 |
],
|
| 51 |
model="llama-3.2-3b-preview",
|
| 52 |
temperature=0.5,
|
| 53 |
+
max_tokens=2048
|
|
|
|
| 54 |
)
|
| 55 |
|
| 56 |
response_text = response.choices[0].message.content.strip()
|
|
|
|
| 57 |
response_text = response_text.replace("```json", "").replace("```", "").strip()
|
| 58 |
|
| 59 |
questions = json.loads(response_text)
|
| 60 |
+
self.current_questions = questions
|
| 61 |
+
return questions
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
|
| 63 |
except Exception as e:
|
| 64 |
print(f"Error generating questions: {e}")
|
| 65 |
+
return []
|
| 66 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
| 67 |
def calculate_score(self, answers):
|
| 68 |
+
if not answers or not self.current_questions:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
return 0
|
| 70 |
+
|
| 71 |
+
total = len(self.current_questions)
|
| 72 |
+
correct = sum(1 for q, a in zip(self.current_questions, answers)
|
| 73 |
+
if q['correct_answer'] == a)
|
| 74 |
+
return (correct / total) * 100
|
| 75 |
+
|
| 76 |
def generate_certificate(self, name, score, course_name, company_logo=None, participant_photo=None):
|
| 77 |
try:
|
|
|
|
| 78 |
certificate = Image.new('RGB', (1200, 800), '#F0F8FF')
|
| 79 |
draw = ImageDraw.Draw(certificate)
|
| 80 |
|
|
|
|
| 81 |
try:
|
| 82 |
title_font = ImageFont.truetype("arial.ttf", 60)
|
| 83 |
text_font = ImageFont.truetype("arial.ttf", 40)
|
| 84 |
subtitle_font = ImageFont.truetype("arial.ttf", 30)
|
| 85 |
except:
|
|
|
|
| 86 |
title_font = ImageFont.load_default()
|
| 87 |
text_font = ImageFont.load_default()
|
| 88 |
subtitle_font = ImageFont.load_default()
|
|
|
|
| 94 |
draw.text((600, 100), "CertifyMe AI", font=title_font, fill='#4682B4', anchor="mm")
|
| 95 |
draw.text((600, 160), "Certificate of Achievement", font=subtitle_font, fill='#4682B4', anchor="mm")
|
| 96 |
draw.text((600, 300), "This is to certify that", font=text_font, fill='black', anchor="mm")
|
| 97 |
+
draw.text((600, 380), name or "Participant", font=text_font, fill='#4682B4', anchor="mm")
|
| 98 |
draw.text((600, 460), "has successfully completed", font=text_font, fill='black', anchor="mm")
|
| 99 |
+
draw.text((600, 540), course_name or "Assessment", font=text_font, fill='#4682B4', anchor="mm")
|
| 100 |
draw.text((600, 620), f"with a score of {score:.1f}%", font=text_font, fill='black', anchor="mm")
|
| 101 |
|
|
|
|
| 102 |
current_date = datetime.now().strftime("%B %d, %Y")
|
| 103 |
draw.text((600, 700), current_date, font=text_font, fill='black', anchor="mm")
|
| 104 |
|
|
|
|
| 105 |
if company_logo is not None:
|
| 106 |
try:
|
| 107 |
logo = Image.open(company_logo)
|
|
|
|
| 110 |
except Exception as e:
|
| 111 |
print(f"Error adding logo: {e}")
|
| 112 |
|
|
|
|
| 113 |
if participant_photo is not None:
|
| 114 |
try:
|
| 115 |
photo = Image.open(participant_photo)
|
|
|
|
| 118 |
except Exception as e:
|
| 119 |
print(f"Error adding photo: {e}")
|
| 120 |
|
|
|
|
| 121 |
temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.png')
|
| 122 |
certificate.save(temp_file.name)
|
| 123 |
return temp_file.name
|
|
|
|
| 125 |
print(f"Error generating certificate: {e}")
|
| 126 |
return None
|
| 127 |
|
| 128 |
+
def create_quiz_interface():
|
| 129 |
+
quiz_app = QuizApp()
|
| 130 |
+
|
| 131 |
+
def generate_question_blocks(questions):
|
| 132 |
+
blocks = []
|
| 133 |
+
for i, q in enumerate(questions):
|
| 134 |
+
with gr.Group():
|
| 135 |
+
gr.Markdown(f"### Question {i+1}")
|
| 136 |
+
gr.Markdown(q["question"])
|
| 137 |
+
radio = gr.Radio(
|
| 138 |
+
choices=q["options"],
|
| 139 |
+
type="index",
|
| 140 |
+
label="Select your answer"
|
| 141 |
+
)
|
| 142 |
+
blocks.append(radio)
|
| 143 |
+
return blocks
|
| 144 |
+
|
| 145 |
+
def update_quiz(text, num_questions):
|
| 146 |
+
questions = quiz_app.generate_questions(text, num_questions)
|
| 147 |
+
if not questions:
|
| 148 |
+
return [gr.Group(visible=False)], 1, []
|
| 149 |
|
| 150 |
+
quiz_blocks = generate_question_blocks(questions)
|
| 151 |
+
return quiz_blocks, 1, questions
|
| 152 |
+
|
| 153 |
+
def calculate_final_score(answers, questions):
|
| 154 |
+
score = quiz_app.calculate_score(answers)
|
| 155 |
+
return score, 2
|
| 156 |
+
|
| 157 |
+
with gr.Blocks(title="CertifyMe AI") as demo:
|
| 158 |
+
current_tab = gr.State(0)
|
| 159 |
+
current_questions = gr.State([])
|
| 160 |
+
|
| 161 |
+
gr.Markdown("""
|
| 162 |
+
# 🎓 CertifyMe AI
|
| 163 |
+
### Transform Your Knowledge into Recognized Achievements
|
| 164 |
+
""")
|
| 165 |
+
|
| 166 |
+
with gr.Tabs() as tabs:
|
| 167 |
+
# Step 1: Profile Setup
|
| 168 |
+
with gr.Tab("📋 Step 1: Profile Setup") as tab1:
|
| 169 |
+
with gr.Row():
|
| 170 |
+
name = gr.Textbox(label="Full Name", placeholder="Enter your full name")
|
| 171 |
+
email = gr.Textbox(label="Email", placeholder="Enter your email")
|
| 172 |
|
| 173 |
+
text_input = gr.Textbox(
|
| 174 |
+
label="Learning Content",
|
| 175 |
+
placeholder="Enter the text content you want to be assessed on",
|
| 176 |
+
lines=10
|
| 177 |
+
)
|
| 178 |
+
|
| 179 |
+
with gr.Row():
|
| 180 |
+
num_questions = gr.Slider(
|
| 181 |
+
minimum=1,
|
| 182 |
+
maximum=5,
|
| 183 |
+
value=3,
|
| 184 |
+
step=1,
|
| 185 |
+
label="Number of Questions"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 186 |
)
|
| 187 |
|
| 188 |
+
with gr.Row():
|
| 189 |
+
company_logo = gr.Image(label="Company Logo (Optional)", type="filepath")
|
| 190 |
+
participant_photo = gr.Image(label="Your Photo (Optional)", type="filepath")
|
| 191 |
+
|
| 192 |
+
generate_btn = gr.Button("Generate Assessment", variant="primary")
|
| 193 |
+
|
| 194 |
+
# Step 2: Take Assessment
|
| 195 |
+
with gr.Tab("📝 Step 2: Take Assessment") as tab2:
|
| 196 |
+
quiz_container = gr.Group()
|
| 197 |
+
with quiz_container:
|
| 198 |
+
question_blocks = []
|
| 199 |
+
submit_btn = gr.Button("Submit Assessment", variant="primary")
|
| 200 |
+
gr.Markdown("### Answer all questions and click Submit to get your score")
|
| 201 |
|
| 202 |
# Step 3: Get Certified
|
| 203 |
+
with gr.Tab("🎓 Step 3: Get Certified") as tab3:
|
| 204 |
+
score_display = gr.Number(label="Your Score", value=0)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 205 |
course_name = gr.Textbox(
|
| 206 |
+
label="Certification Title",
|
| 207 |
value="Professional Assessment Certification"
|
| 208 |
)
|
| 209 |
certificate_display = gr.Image(label="Your Certificate")
|
| 210 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 211 |
# Event handlers
|
| 212 |
generate_btn.click(
|
| 213 |
+
fn=update_quiz,
|
| 214 |
inputs=[text_input, num_questions],
|
| 215 |
+
outputs=[quiz_container, current_tab, current_questions]
|
| 216 |
).then(
|
| 217 |
fn=lambda tab: gr.Tabs(selected=tab),
|
| 218 |
inputs=[current_tab],
|
|
|
|
| 220 |
)
|
| 221 |
|
| 222 |
submit_btn.click(
|
| 223 |
+
fn=calculate_final_score,
|
| 224 |
+
inputs=[quiz_container, current_questions],
|
| 225 |
outputs=[score_display, current_tab]
|
| 226 |
).then(
|
| 227 |
fn=lambda tab: gr.Tabs(selected=tab),
|
|
|
|
| 229 |
outputs=[tabs]
|
| 230 |
)
|
| 231 |
|
|
|
|
| 232 |
score_display.change(
|
| 233 |
fn=lambda score, user_name, course, logo, photo: (
|
| 234 |
quiz_app.generate_certificate(user_name, score, course, logo, photo)
|
|
|
|
| 240 |
|
| 241 |
return demo
|
| 242 |
|
|
|
|
| 243 |
if __name__ == "__main__":
|
| 244 |
if not os.getenv("GROQ_API_KEY"):
|
| 245 |
print("Please set your GROQ_API_KEY environment variable")
|
| 246 |
exit(1)
|
| 247 |
+
|
| 248 |
+
demo = create_quiz_interface()
|
| 249 |
+
demo.launch()
|
| 250 |
+
```
|