CertifyMeAI / app.py
capradeepgujaran's picture
Update app.py
46ca1dc verified
raw
history blame
14.5 kB
import gradio as gr
from groq import Groq
import os
from PIL import Image, ImageDraw, ImageFont
from datetime import datetime
import json
import tempfile
# Initialize Groq client
client = Groq(
api_key=os.getenv("GROQ_API_KEY")
)
class QuizApp:
def __init__(self):
self.current_questions = []
def generate_questions(self, text, num_questions):
prompt = f"""Create {num_questions} multiple choice questions based on this text:
{text}
Each question should:
1. Have a clear, concise question text
2. Have exactly 4 options
3. Have only one correct answer
4. Be educational and test understanding
Return in this exact JSON format:
[
{{
"question": "What is the main topic discussed?",
"options": [
"Correct answer",
"Wrong answer 1",
"Wrong answer 2",
"Wrong answer 3"
],
"correct_answer": 0
}}
]"""
try:
response = client.chat.completions.create(
messages=[
{"role": "system", "content": "You are a quiz generator that creates clear, single-choice questions."},
{"role": "user", "content": prompt}
],
model="llama-3.2-3b-preview",
temperature=0.5,
max_tokens=2048
)
response_text = response.choices[0].message.content.strip()
response_text = response_text.replace("```json", "").replace("```", "").strip()
questions = json.loads(response_text)
self.current_questions = questions
return True, questions
except Exception as e:
print(f"Error generating questions: {e}")
return False, []
def calculate_score(self, answers):
if not answers or not self.current_questions:
return 0
total = len(self.current_questions)
correct = 0
for i, (q, a) in enumerate(zip(self.current_questions, answers)):
if a is not None and q['correct_answer'] == int(a):
correct += 1
return (correct / total) * 100
def create_quiz_interface():
quiz_app = QuizApp()
with gr.Blocks(title="CertifyMe AI", theme=gr.themes.Soft()) as demo:
# State variables
current_questions = gr.State([])
# Header
gr.Markdown("""
# 🎓 CertifyMe AI
### Transform Your Knowledge into Recognized Achievements
""")
# Tabs
with gr.Tabs() as tabs:
# Step 1: Profile Setup
with gr.Tab("📋 Step 1: Profile Setup") as tab1:
with gr.Row():
name = gr.Textbox(label="Full Name", placeholder="Enter your full name")
email = gr.Textbox(label="Email", placeholder="Enter your email")
text_input = gr.Textbox(
label="Learning Content",
placeholder="Enter the text content you want to be assessed on",
lines=10
)
num_questions = gr.Slider(
minimum=1,
maximum=5,
value=3,
step=1,
label="Number of Questions"
)
with gr.Row():
company_logo = gr.Image(label="Company Logo (Optional)", type="filepath")
participant_photo = gr.Image(label="Your Photo (Optional)", type="filepath")
generate_btn = gr.Button("Generate Assessment", variant="primary", size="lg")
# Step 2: Take Assessment
with gr.Tab("📝 Step 2: Take Assessment") as tab2:
questions_markdown = gr.Markdown("")
answers = []
for i in range(5): # Pre-create radio buttons
radio = gr.Radio(
choices=[],
label=f"Question {i+1}",
visible=False
)
answers.append(radio)
submit_btn = gr.Button("Submit Assessment", variant="primary", size="lg")
# Step 3: Get Certified
with gr.Tab("🎓 Step 3: Get Certified") as tab3:
score_display = gr.Number(label="Your Score")
course_name = gr.Textbox(
label="Certification Title",
value="Professional Assessment Certification"
)
certificate_display = gr.Image(label="Your Certificate")
def update_questions(text, num_questions):
success, questions = quiz_app.generate_questions(text, num_questions)
if not success:
return (
gr.update(value="Failed to generate questions. Please try again."),
*[gr.update(visible=False, choices=[]) for _ in range(5)],
questions,
0
)
# Update question display
questions_html = ""
for i, q in enumerate(questions, 1):
questions_html += f"### Question {i}\n{q['question']}\n\n"
# Update radio buttons
updates = []
for i in range(5):
if i < len(questions):
updates.append(gr.update(
visible=True,
choices=questions[i]["options"],
value=None
))
else:
updates.append(gr.update(visible=False, choices=[]))
return (gr.update(value=questions_html), *updates, questions, 1)
def submit_quiz(q1, q2, q3, q4, q5, questions):
answers = [q1, q2, q3, q4, q5][:len(questions)]
score = quiz_app.calculate_score(answers)
return score, 2
# Event handlers
generate_btn.click(
fn=update_questions,
inputs=[text_input, num_questions],
outputs=[questions_markdown, *answers, current_questions, gr.State(1)]
).then(
fn=lambda x: gr.update(selected=x),
inputs=[gr.State(1)],
outputs=tabs
)
submit_btn.click(
fn=submit_quiz,
inputs=[*answers, current_questions],
outputs=[score_display, gr.State(2)]
).then(
fn=lambda x: gr.update(selected=x),
inputs=[gr.State(2)],
outputs=tabs
)
def generate_certificate(score, user_name, course, logo, photo):
if score >= 80:
# Certificate generation code here (same as before)
return "Certificate generated!"
return None
def generate_certificate(score, name, course_name, company_logo=None, participant_photo=None):
"""
Generate a certificate with custom styling and optional logo/photo
Args:
score (float): Assessment score (0-100)
name (str): Participant's name
course_name (str): Name of the course/assessment
company_logo (str, optional): Path to company logo image
participant_photo (str, optional): Path to participant's photo
Returns:
str: Path to generated certificate image file
"""
try:
# Create certificate with a light blue background
certificate = Image.new('RGB', (1200, 800), '#F0F8FF')
draw = ImageDraw.Draw(certificate)
# Try to load fonts, fallback to default if necessary
try:
title_font = ImageFont.truetype("arial.ttf", 60)
text_font = ImageFont.truetype("arial.ttf", 40)
subtitle_font = ImageFont.truetype("arial.ttf", 30)
except Exception as e:
print(f"Font loading error: {e}. Using default font.")
title_font = ImageFont.load_default()
text_font = ImageFont.load_default()
subtitle_font = ImageFont.load_default()
# Add decorative border
border_color = '#4682B4' # Steel blue
draw.rectangle([20, 20, 1180, 780], outline=border_color, width=3)
# Add inner border
draw.rectangle([40, 40, 1160, 760], outline=border_color, width=1)
# Add certificate content
# Title
draw.text(
(600, 100),
"CertifyMe AI",
font=title_font,
fill='#4682B4',
anchor="mm"
)
# Subtitle
draw.text(
(600, 160),
"Certificate of Achievement",
font=subtitle_font,
fill='#4682B4',
anchor="mm"
)
# Main content
draw.text(
(600, 300),
"This is to certify that",
font=text_font,
fill='black',
anchor="mm"
)
# Participant name
name = name.strip() if name else "Participant"
draw.text(
(600, 380),
name,
font=text_font,
fill='#4682B4',
anchor="mm"
)
# Completion text
draw.text(
(600, 460),
"has successfully completed",
font=text_font,
fill='black',
anchor="mm"
)
# Course name
course_name = course_name.strip() if course_name else "Assessment"
draw.text(
(600, 540),
course_name,
font=text_font,
fill='#4682B4',
anchor="mm"
)
# Score
draw.text(
(600, 620),
f"with a score of {score:.1f}%",
font=text_font,
fill='black',
anchor="mm"
)
# Date
current_date = datetime.now().strftime("%B %d, %Y")
draw.text(
(600, 700),
current_date,
font=text_font,
fill='black',
anchor="mm"
)
# Add logo if provided
if company_logo is not None:
try:
logo = Image.open(company_logo)
# Maintain aspect ratio
logo.thumbnail((150, 150))
# Calculate position to place logo
logo_x = 50
logo_y = 50
certificate.paste(logo, (logo_x, logo_y))
except Exception as e:
print(f"Error adding logo: {e}")
# Add photo if provided
if participant_photo is not None:
try:
photo = Image.open(participant_photo)
# Maintain aspect ratio
photo.thumbnail((150, 150))
# Calculate position to place photo
photo_x = 1000
photo_y = 50
certificate.paste(photo, (photo_x, photo_y))
except Exception as e:
print(f"Error adding photo: {e}")
# Add decorative corners
corner_size = 20
corner_color = '#4682B4'
# Top-left corner
draw.line([(20, 40), (20 + corner_size, 40)], fill=corner_color, width=2)
draw.line([(40, 20), (40, 20 + corner_size)], fill=corner_color, width=2)
# Top-right corner
draw.line([(1180 - corner_size, 40), (1180, 40)], fill=corner_color, width=2)
draw.line([(1160, 20), (1160, 20 + corner_size)], fill=corner_color, width=2)
# Bottom-left corner
draw.line([(20, 760), (20 + corner_size, 760)], fill=corner_color, width=2)
draw.line([(40, 780 - corner_size), (40, 780)], fill=corner_color, width=2)
# Bottom-right corner
draw.line([(1180 - corner_size, 760), (1180, 760)], fill=corner_color, width=2)
draw.line([(1160, 780 - corner_size), (1160, 780)], fill=corner_color, width=2)
# Save certificate
temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.png')
certificate.save(temp_file.name, 'PNG', quality=95)
return temp_file.name
except Exception as e:
print(f"Error generating certificate: {e}")
return None
score_display.change(
fn=generate_certificate,
inputs=[score_display, name, course_name, company_logo, participant_photo],
outputs=certificate_display
)
return demo
if __name__ == "__main__":
if not os.getenv("GROQ_API_KEY"):
print("Please set your GROQ_API_KEY environment variable")
exit(1)
demo = create_quiz_interface()
demo.launch()