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capradeepgujaran
commited on
Commit
•
b1c910f
1
Parent(s):
4ccbe29
Update app.py
Browse files
app.py
CHANGED
@@ -20,31 +20,35 @@ class QuizApp:
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prompt = f"""Generate {num_questions} multiple choice questions based on this text:
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{text}
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}}
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Only return the JSON, no other text."""
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# Use Groq API directly
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response = client.chat.completions.create(
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messages=[{"role": "user", "content": prompt}],
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model="llama-3.2-3b-preview",
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temperature=0.7,
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max_tokens=1024
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)
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try:
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questions = json.loads(response.choices[0].message.content)
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return json.dumps({"error": "Failed to generate valid questions. Please try again."})
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def calculate_score(self, answers):
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correct += 1
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return (correct / total) * 100
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except:
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return 0
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def generate_certificate(self, name, score, course_name, company_logo=None, participant_photo=None):
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# Create certificate
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certificate = Image.new('RGB', (1200, 800), 'white')
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draw = ImageDraw.Draw(certificate)
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# Load a default font
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text_font = ImageFont.load_default()
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# Add certificate content
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draw.text((600, 100), "Certificate of Completion", font=title_font, fill='black', anchor="mm")
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draw.text((600, 300), f"This is to certify that", font=text_font, fill='black', anchor="mm")
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draw.text((600, 380), name, font=text_font, fill='black', anchor="mm")
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draw.text((600, 460), f"has successfully completed", font=text_font, fill='black', anchor="mm")
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draw.text((600, 540), course_name, font=text_font, fill='black', anchor="mm")
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draw.text((600, 620), f"with a score of {score:.1f}%", font=text_font, fill='black', anchor="mm")
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# Add date
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current_date = datetime.now().strftime("%B %d, %Y")
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draw.text((600, 700), current_date, font=text_font, fill='black', anchor="mm")
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# Add logo if provided
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if company_logo is not None:
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try:
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logo = Image.open(company_logo)
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logo = logo.resize((150, 150))
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certificate.paste(logo, (50, 50))
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except Exception as e:
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print(f"Error adding logo: {e}")
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# Add photo if provided
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if participant_photo is not None:
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try:
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except
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print(
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def create_quiz_app():
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quiz_app = QuizApp()
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with gr.Blocks(title="
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gr.
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label="Number of Questions"
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)
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#
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# Event handlers
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generate_btn.click(
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fn=
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inputs=[text_input, num_questions],
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outputs=questions_display
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)
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submit_btn.click(
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fn=
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inputs=[answers_input],
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outputs=score_display
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)
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score_display.change(
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@@ -198,4 +265,4 @@ if __name__ == "__main__":
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exit(1)
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demo = create_quiz_app()
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demo.launch(
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prompt = f"""Generate {num_questions} multiple choice questions based on this text:
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{text}
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Format your response as a list of questions, where each question is a JSON object with the following structure:
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[
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{{
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"question": "Question text",
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"options": ["option1", "option2", "option3", "option4"],
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"correct_answers": [0, 1]
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}}
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]
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Only return the JSON array, no other text."""
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try:
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response = client.chat.completions.create(
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messages=[{"role": "user", "content": prompt}],
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model="llama2-70b-4096",
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temperature=0.7,
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max_tokens=1024
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)
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# Parse the response directly as a list
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questions = json.loads(response.choices[0].message.content)
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if isinstance(questions, list):
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self.current_questions = questions
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else:
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# If we get an object with a questions key, extract the list
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self.current_questions = questions.get("questions", [])
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return json.dumps(self.current_questions, indent=2)
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except Exception as e:
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print(f"Error generating questions: {e}")
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return json.dumps({"error": "Failed to generate valid questions. Please try again."})
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def calculate_score(self, answers):
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correct += 1
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return (correct / total) * 100
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except Exception as e:
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print(f"Error calculating score: {e}")
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return 0
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def generate_certificate(self, name, score, course_name, company_logo=None, participant_photo=None):
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try:
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# Create certificate with a light blue background
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certificate = Image.new('RGB', (1200, 800), '#F0F8FF')
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draw = ImageDraw.Draw(certificate)
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# Load fonts
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try:
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title_font = ImageFont.truetype("arial.ttf", 60)
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text_font = ImageFont.truetype("arial.ttf", 40)
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subtitle_font = ImageFont.truetype("arial.ttf", 30)
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except:
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print("Using default font as Arial not found")
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title_font = ImageFont.load_default()
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text_font = ImageFont.load_default()
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subtitle_font = ImageFont.load_default()
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# Add decorative border
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draw.rectangle([20, 20, 1180, 780], outline='#4682B4', width=3)
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# Draw certificate content
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draw.text((600, 100), "CertifyMe AI", font=title_font, fill='#4682B4', anchor="mm")
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draw.text((600, 160), "Certificate of Achievement", font=subtitle_font, fill='#4682B4', anchor="mm")
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draw.text((600, 300), "This is to certify that", font=text_font, fill='black', anchor="mm")
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draw.text((600, 380), name, font=text_font, fill='#4682B4', anchor="mm")
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draw.text((600, 460), "has successfully completed", font=text_font, fill='black', anchor="mm")
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draw.text((600, 540), course_name, font=text_font, fill='#4682B4', anchor="mm")
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draw.text((600, 620), f"with a score of {score:.1f}%", font=text_font, fill='black', anchor="mm")
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# Add date
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current_date = datetime.now().strftime("%B %d, %Y")
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draw.text((600, 700), current_date, font=text_font, fill='black', anchor="mm")
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# Add logo if provided
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if company_logo is not None:
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try:
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logo = Image.open(company_logo)
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logo = logo.resize((150, 150))
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certificate.paste(logo, (50, 50))
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except Exception as e:
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print(f"Error adding logo: {e}")
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# Add photo if provided
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if participant_photo is not None:
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try:
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photo = Image.open(participant_photo)
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photo = photo.resize((150, 150))
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certificate.paste(photo, (1000, 50))
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except Exception as e:
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print(f"Error adding photo: {e}")
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# Save certificate
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temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.png')
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certificate.save(temp_file.name)
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return temp_file.name
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except Exception as e:
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print(f"Error generating certificate: {e}")
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return None
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def create_quiz_app():
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quiz_app = QuizApp()
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with gr.Blocks(title="CertifyMe AI") as demo:
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# Store current tab state
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current_tab = gr.State(0)
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gr.Markdown("""
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# CertifyMe AI
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### Transform Your Knowledge into Recognized Achievements
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Get AI-powered assessments and professional certificates for any learning content.
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""")
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# Create tabs
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with gr.Tabs() as tabs:
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# Step 1: Profile Setup
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with gr.Tab("📋 Step 1: Profile Setup", id=0) as tab1:
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with gr.Row():
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name = gr.Textbox(label="Full Name", placeholder="Enter your full name")
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email = gr.Textbox(label="Email", placeholder="Enter your email")
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text_input = gr.Textbox(
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label="Learning Content",
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placeholder="Enter the text content you want to be assessed on",
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lines=10
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)
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with gr.Row():
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num_questions = gr.Slider(
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minimum=1,
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maximum=10,
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value=5,
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step=1,
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label="Number of Questions"
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)
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with gr.Row():
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company_logo = gr.Image(
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label="Company Logo (Optional)",
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type="filepath"
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)
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participant_photo = gr.Image(
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label="Your Photo (Optional)",
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type="filepath"
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)
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generate_btn = gr.Button("Generate Assessment", variant="primary")
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# Instructions for Step 1
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gr.Markdown("""
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### Instructions:
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1. Enter your full name and email
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2. Paste or type the learning content you want to be assessed on
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3. Select the number of questions for your assessment
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4. Optionally upload a company logo and your photo for the certificate
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5. Click 'Generate Assessment' to proceed
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""")
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# Step 2: Take Assessment
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with gr.Tab("📝 Step 2: Take Assessment", id=1) as tab2:
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gr.Markdown("""
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### Assessment Instructions:
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1. Review each question carefully
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2. For each question, you may select one or more correct options
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3. Enter your answers as arrays of indices (e.g., [0, 2] for first and third options)
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4. Click 'Submit Assessment' when you're ready
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5. You need 80% or higher to earn your certificate
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""")
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questions_display = gr.JSON(label="Assessment Questions")
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answers_input = gr.JSON(
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label="Your Answers",
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placeholder="Enter answers as arrays of indices, e.g., [[0], [1, 2], [3]]"
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)
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submit_btn = gr.Button("Submit Assessment", variant="primary")
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score_display = gr.Number(label="Your Score")
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# Step 3: Get Certified
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with gr.Tab("🎓 Step 3: Get Certified", id=2) as tab3:
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gr.Markdown("""
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### Certification
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- Your certificate will be generated automatically if you score 80% or above
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- The certificate includes your name, score, and completion date
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- Company logo and photo will be included if provided
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- You can download your certificate once it's generated
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""")
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course_name = gr.Textbox(
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label="Certification Title",
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value="Professional Assessment Certification"
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)
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certificate_display = gr.Image(label="Your Certificate")
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# Helper functions for tab navigation
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def generate_and_switch_tab(text, num_questions):
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questions = quiz_app.generate_questions(text, num_questions)
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return questions, 1
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def submit_and_switch_tab(answers):
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score = quiz_app.calculate_score(answers)
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return score, 2
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# Event handlers
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generate_btn.click(
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fn=generate_and_switch_tab,
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inputs=[text_input, num_questions],
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outputs=[questions_display, current_tab]
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).then(
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fn=lambda tab: gr.Tabs(selected=tab),
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inputs=[current_tab],
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outputs=[tabs]
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)
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submit_btn.click(
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fn=submit_and_switch_tab,
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inputs=[answers_input],
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outputs=[score_display, current_tab]
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).then(
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fn=lambda tab: gr.Tabs(selected=tab),
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inputs=[current_tab],
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outputs=[tabs]
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)
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score_display.change(
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exit(1)
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demo = create_quiz_app()
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demo.launch()
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