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capradeepgujaran
commited on
Commit
•
deff9b7
1
Parent(s):
76ec966
Update app.py
Browse files
app.py
CHANGED
@@ -1,3 +1,4 @@
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import gradio as gr
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from groq import Groq
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import os
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@@ -14,8 +15,9 @@ client = Groq(
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class QuizApp:
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def __init__(self):
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self.current_questions = []
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self.user_data = {}
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def generate_questions(self, text, num_questions):
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prompt = f"""Create {num_questions} multiple choice questions based on this text:
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{text}
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3. Have only one correct answer
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4. Be educational and test understanding
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Return
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[
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{{
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"question": "
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"options": [
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"Correct answer",
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"Wrong answer 1",
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"Wrong answer 2",
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"Wrong answer 3"
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],
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"
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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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],
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model="llama-3.2-3b-preview",
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temperature=0.5,
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max_tokens=2048
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top_p=0.9
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)
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response_text = response.choices[0].message.content.strip()
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# Remove any markdown formatting
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response_text = response_text.replace("```json", "").replace("```", "").strip()
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questions = json.loads(response_text)
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else:
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self.current_questions = questions.get("questions", [])
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# Validate question format
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for q in self.current_questions:
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if not all(key in q for key in ["question", "options", "correct_answers"]):
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raise ValueError("Invalid question format")
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if len(q["options"]) != 4:
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raise ValueError("Each question must have exactly 4 options")
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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
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"options": ["Error", "Error", "Error", "Error"],
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"correct_answers": [0]
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}])
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def calculate_score(self, answers):
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answers = json.loads(answers) if isinstance(answers, str) else answers
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total = len(self.current_questions)
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correct = 0
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for q, a in zip(self.current_questions, answers):
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if set(a) == set(q["correct_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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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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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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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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print(f"Error generating certificate: {e}")
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return None
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gr.Markdown(f"### Question {i+1}")
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gr.Markdown(q["question"])
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radio = gr.Radio(
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choices=q["options"],
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label="Select your answer",
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value=None,
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visible=True
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)
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answers.append(radio)
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return quiz_container
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def process_answers(answers):
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processed = []
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for i, ans in enumerate(answers):
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if ans is not None:
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processed.append([i])
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return processed
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questions_display = gr.JSON(visible=False) # Hidden JSON storage
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quiz_area = gr.Group(visible=False) # Container for dynamic quiz content
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submit_btn = gr.Button("Submit Assessment", variant="primary", visible=False)
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score_display = gr.Number(label="Your Score", visible=False)
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# Update the question display when questions are generated
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questions_display.change(
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fn=lambda q: (
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gr.Group(visible=True),
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gr.Button(visible=True),
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format_questions(q)
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),
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inputs=[questions_display],
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outputs=[quiz_area, submit_btn, current_questions]
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)
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# Step 3: Get Certified
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with gr.Tab("🎓 Step 3: Get Certified"
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gr.
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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, gr.Markdown(visible=True), gr.Button(visible=True)
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def calculate_score(selected_answers, questions):
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correct = 0
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total = len(questions)
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for q, ans in zip(questions, selected_answers):
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if set(ans) == set(q["correct_answers"]):
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correct += 1
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score = (correct / total) * 100 if total > 0 else 0
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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=
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inputs=[text_input, num_questions],
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outputs=[
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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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)
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submit_btn.click(
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fn=
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inputs=[
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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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outputs=[tabs]
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)
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# Certificate generation remains the same
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score_display.change(
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fn=lambda score, user_name, course, logo, photo: (
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quiz_app.generate_certificate(user_name, score, course, logo, photo)
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return demo
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# Main execution remains the same
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if __name__ == "__main__":
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if not os.getenv("GROQ_API_KEY"):
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print("Please set your GROQ_API_KEY environment variable")
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exit(1)
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demo =
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demo.launch()
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```python
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import gradio as gr
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from groq import Groq
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import os
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class QuizApp:
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def __init__(self):
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self.current_questions = []
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self.current_answers = []
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self.user_data = {}
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def generate_questions(self, text, num_questions):
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prompt = f"""Create {num_questions} multiple choice questions based on this text:
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{text}
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3. Have only one correct answer
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4. Be educational and test understanding
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Return in this exact JSON format:
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[
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{{
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"question": "What is the main topic discussed?",
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"options": [
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"Correct answer",
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"Wrong answer 1",
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"Wrong answer 2",
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"Wrong answer 3"
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],
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"correct_answer": 0
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}}
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]"""
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try:
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response = client.chat.completions.create(
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],
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model="llama-3.2-3b-preview",
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temperature=0.5,
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max_tokens=2048
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)
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response_text = response.choices[0].message.content.strip()
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response_text = response_text.replace("```json", "").replace("```", "").strip()
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questions = json.loads(response_text)
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self.current_questions = questions
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return questions
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except Exception as e:
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print(f"Error generating questions: {e}")
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return []
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def calculate_score(self, answers):
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if not answers or not self.current_questions:
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return 0
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total = len(self.current_questions)
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correct = sum(1 for q, a in zip(self.current_questions, answers)
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if q['correct_answer'] == a)
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return (correct / total) * 100
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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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certificate = Image.new('RGB', (1200, 800), '#F0F8FF')
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draw = ImageDraw.Draw(certificate)
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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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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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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 or "Participant", 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 or "Assessment", 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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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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if company_logo is not None:
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try:
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logo = Image.open(company_logo)
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except Exception as e:
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print(f"Error adding logo: {e}")
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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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except Exception as e:
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print(f"Error adding photo: {e}")
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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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print(f"Error generating certificate: {e}")
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return None
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def create_quiz_interface():
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quiz_app = QuizApp()
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def generate_question_blocks(questions):
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blocks = []
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for i, q in enumerate(questions):
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with gr.Group():
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gr.Markdown(f"### Question {i+1}")
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gr.Markdown(q["question"])
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radio = gr.Radio(
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choices=q["options"],
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type="index",
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label="Select your answer"
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)
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blocks.append(radio)
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return blocks
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def update_quiz(text, num_questions):
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questions = quiz_app.generate_questions(text, num_questions)
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if not questions:
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return [gr.Group(visible=False)], 1, []
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quiz_blocks = generate_question_blocks(questions)
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return quiz_blocks, 1, questions
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def calculate_final_score(answers, questions):
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score = quiz_app.calculate_score(answers)
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return score, 2
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with gr.Blocks(title="CertifyMe AI") as demo:
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current_tab = gr.State(0)
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current_questions = gr.State([])
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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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""")
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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") 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=5,
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value=3,
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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(label="Company Logo (Optional)", type="filepath")
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participant_photo = gr.Image(label="Your Photo (Optional)", type="filepath")
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+
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generate_btn = gr.Button("Generate Assessment", variant="primary")
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+
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# Step 2: Take Assessment
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with gr.Tab("📝 Step 2: Take Assessment") as tab2:
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quiz_container = gr.Group()
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with quiz_container:
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question_blocks = []
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submit_btn = gr.Button("Submit Assessment", variant="primary")
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gr.Markdown("### Answer all questions and click Submit to get your score")
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# Step 3: Get Certified
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with gr.Tab("🎓 Step 3: Get Certified") as tab3:
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score_display = gr.Number(label="Your Score", value=0)
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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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# Event handlers
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generate_btn.click(
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fn=update_quiz,
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inputs=[text_input, num_questions],
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+
outputs=[quiz_container, current_tab, current_questions]
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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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)
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submit_btn.click(
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fn=calculate_final_score,
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inputs=[quiz_container, current_questions],
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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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outputs=[tabs]
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)
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score_display.change(
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fn=lambda score, user_name, course, logo, photo: (
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quiz_app.generate_certificate(user_name, score, course, logo, photo)
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240 |
|
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return demo
|
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if __name__ == "__main__":
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if not os.getenv("GROQ_API_KEY"):
|
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print("Please set your GROQ_API_KEY environment variable")
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exit(1)
|
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+
|
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+
demo = create_quiz_interface()
|
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+
demo.launch()
|
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+
```
|