File size: 7,736 Bytes
67f169b
4f91be2
67f169b
 
 
 
 
 
4f91be2
 
 
 
 
67f169b
 
 
 
deff9b7
67f169b
0ef1d43
67f169b
 
0ef1d43
 
 
 
 
 
deff9b7
b1c910f
 
deff9b7
0ef1d43
 
 
 
 
 
deff9b7
b1c910f
deff9b7
67f169b
4f91be2
b1c910f
0ef1d43
 
 
 
8cd587a
0ef1d43
deff9b7
b1c910f
 
0ef1d43
 
 
 
deff9b7
 
0ef1d43
b1c910f
 
deff9b7
 
67f169b
 
ba67897
 
b1c910f
ba67897
 
 
 
b1c910f
ba67897
 
 
 
67f169b
deff9b7
 
 
ba67897
deff9b7
ba67897
 
 
 
 
 
deff9b7
 
 
ba67897
 
deff9b7
 
 
 
ba67897
 
 
 
 
 
 
 
 
 
 
deff9b7
ba67897
 
 
 
 
 
 
deff9b7
ba67897
 
deff9b7
ba67897
deff9b7
ba67897
deff9b7
 
 
 
 
ba67897
deff9b7
 
ba67897
deff9b7
 
 
4f91be2
deff9b7
 
 
 
 
 
ba67897
 
 
 
 
 
 
b1c910f
deff9b7
 
 
 
ba67897
deff9b7
 
ba67897
 
 
 
deff9b7
ba67897
 
4f91be2
b1c910f
ba67897
 
b1c910f
deff9b7
b1c910f
 
 
67f169b
 
 
ba67897
67f169b
ba67897
 
 
 
 
 
b1c910f
ba67897
b1c910f
 
67f169b
 
 
ba67897
 
b1c910f
 
ba67897
b1c910f
 
67f169b
 
 
 
 
 
 
 
 
 
 
 
 
 
4f91be2
 
 
deff9b7
 
1f49f47
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
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
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
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 = []
        self.user_data = {}
    
    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 questions
            
        except Exception as e:
            print(f"Error generating questions: {e}")
            return []

    def calculate_score(self, answers):
        try:
            if not answers or not self.current_questions:
                return 0
            
            total = len(self.current_questions)
            correct = sum(1 for q, a in zip(self.current_questions, answers) 
                         if a is not None and q['correct_answer'] == a)
            return (correct / total) * 100
        except Exception as e:
            print(f"Error calculating score: {e}")
            return 0

    # Certificate generation method remains the same

def create_quiz_interface():
    quiz_app = QuizApp()
    
    def create_question_blocks(questions):
        blocks = []
        if not questions:
            return blocks
        
        for i, q in enumerate(questions, 1):
            with gr.Group(visible=True) as group:
                gr.Markdown(f"### Question {i}")
                gr.Markdown(q["question"])
                radio = gr.Radio(
                    choices=q["options"],
                    label=f"Select your answer for Question {i}",
                    interactive=True
                )
                blocks.append(radio)
        return blocks

    def generate_and_display_questions(text, num_questions):
        try:
            questions = quiz_app.generate_questions(text, num_questions)
            if not questions:
                return [], gr.Markdown("Failed to generate questions. Please try again."), [], 0
            
            blocks = create_question_blocks(questions)
            return blocks, gr.Markdown(""), questions, 1
        except Exception as e:
            print(f"Error in generate_and_display_questions: {e}")
            return [], gr.Markdown("An error occurred. Please try again."), [], 0

    def submit_answers(answers, questions):
        try:
            score = quiz_app.calculate_score(answers)
            return score, 2
        except Exception as e:
            print(f"Error in submit_answers: {e}")
            return 0, 2

    with gr.Blocks(title="CertifyMe AI", theme=gr.themes.Soft()) as demo:
        # State management
        current_tab = gr.State(0)
        stored_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", id=0) 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", id=1) as tab2:
                error_message = gr.Markdown("")
                question_container = gr.Group()
                with question_container:
                    question_blocks = []
                
                submit_btn = gr.Button("Submit Assessment", variant="primary", size="lg")
            
            # Step 3: Get Certified
            with gr.Tab("🎓 Step 3: Get Certified", id=2) 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")
        
        # Event handlers
        generate_btn.click(
            fn=generate_and_display_questions,
            inputs=[text_input, num_questions],
            outputs=[
                question_container,
                error_message,
                stored_questions,
                current_tab
            ]
        ).then(
            fn=lambda tab: gr.update(selected=tab),
            inputs=[current_tab],
            outputs=[tabs]
        )
        
        submit_btn.click(
            fn=submit_answers,
            inputs=[question_container, stored_questions],
            outputs=[score_display, current_tab]
        ).then(
            fn=lambda tab: gr.update(selected=tab),
            inputs=[current_tab],
            outputs=[tabs]
        )
        
        score_display.change(
            fn=lambda score, user_name, course, logo, photo: (
                quiz_app.generate_certificate(user_name, score, course, logo, photo)
                if score >= 80 else None
            ),
            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()