Spaces:
Running
Running
capradeepgujaran
commited on
Commit
•
60b2489
1
Parent(s):
82ee3e0
Update app.py
Browse files
app.py
CHANGED
@@ -5,33 +5,17 @@ from PIL import Image, ImageDraw, ImageFont
|
|
5 |
from datetime import datetime
|
6 |
import json
|
7 |
import tempfile
|
8 |
-
from typing import List, Dict, Tuple, Optional
|
9 |
from dataclasses import dataclass
|
10 |
import subprocess
|
11 |
-
from pathlib import Path
|
12 |
-
import logging
|
13 |
-
from functools import lru_cache
|
14 |
|
15 |
-
|
16 |
-
logging.basicConfig(
|
17 |
-
level=logging.INFO,
|
18 |
-
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
|
19 |
-
)
|
20 |
-
logger = logging.getLogger(__name__)
|
21 |
-
|
22 |
-
@dataclass(frozen=True)
|
23 |
class Question:
|
24 |
question: str
|
25 |
options: List[str]
|
26 |
correct_answer: int
|
27 |
|
28 |
-
|
29 |
-
if not (0 <= self.correct_answer < len(self.options)):
|
30 |
-
raise ValueError(f"Correct answer index {self.correct_answer} out of range")
|
31 |
-
if len(self.options) != 4:
|
32 |
-
raise ValueError(f"Must have exactly 4 options, got {len(self.options)}")
|
33 |
-
|
34 |
-
@dataclass(frozen=True)
|
35 |
class QuizFeedback:
|
36 |
is_correct: bool
|
37 |
selected: Optional[str]
|
@@ -40,50 +24,61 @@ class QuizFeedback:
|
|
40 |
class QuizGenerator:
|
41 |
def __init__(self, api_key: str):
|
42 |
self.client = Groq(api_key=api_key)
|
43 |
-
self._question_cache = lru_cache(maxsize=100)(self._generate_questions_internal)
|
44 |
|
45 |
def generate_questions(self, text: str, num_questions: int) -> List[Question]:
|
|
|
|
|
46 |
try:
|
47 |
-
|
48 |
-
|
49 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
50 |
except Exception as e:
|
51 |
-
|
52 |
-
|
|
|
|
|
|
|
|
|
53 |
|
54 |
-
|
55 |
-
|
56 |
-
|
57 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
58 |
|
59 |
-
|
60 |
-
|
61 |
-
|
62 |
-
|
63 |
-
{
|
64 |
-
"role": "system",
|
65 |
-
"content": """You are a quiz generator. Create clear questions with concise answer options.
|
66 |
-
Always return valid JSON array of questions. Format answers as short, clear phrases."""
|
67 |
-
},
|
68 |
-
{
|
69 |
-
"role": "user",
|
70 |
-
"content": self._create_prompt(text_hash, num_questions)
|
71 |
-
}
|
72 |
-
],
|
73 |
-
model="llama-3.2-3b-preview",
|
74 |
-
temperature=0,
|
75 |
-
max_tokens=2048
|
76 |
-
)
|
77 |
-
|
78 |
-
questions = self._parse_response(response.choices[0].message.content)
|
79 |
-
return self._validate_questions(questions, num_questions)
|
80 |
-
|
81 |
-
except Exception as e:
|
82 |
-
last_error = e
|
83 |
-
logger.warning(f"Attempt {attempt + 1}/{max_retries} failed: {e}")
|
84 |
-
if attempt == max_retries - 1:
|
85 |
-
raise QuizGenerationError(f"Failed after {max_retries} attempts: {last_error}")
|
86 |
-
continue
|
87 |
|
88 |
def _parse_response(self, response_text: str) -> List[Dict]:
|
89 |
"""Parse response with improved error handling"""
|
@@ -101,20 +96,18 @@ class QuizGenerator:
|
|
101 |
|
102 |
json_text = cleaned_text[start_idx:end_idx + 1]
|
103 |
|
|
|
104 |
try:
|
105 |
-
|
106 |
-
if not isinstance(parsed, list):
|
107 |
-
raise ValueError("Response is not a JSON array")
|
108 |
-
return parsed
|
109 |
except json.JSONDecodeError as e:
|
110 |
-
|
111 |
-
|
112 |
raise
|
113 |
|
114 |
except Exception as e:
|
115 |
-
|
116 |
-
|
117 |
-
raise ValueError(f"Failed to parse response: {e}")
|
118 |
|
119 |
def _validate_questions(self, questions: List[Dict], num_questions: int) -> List[Question]:
|
120 |
"""Validate questions with improved error checking"""
|
@@ -123,7 +116,7 @@ class QuizGenerator:
|
|
123 |
for q in questions:
|
124 |
try:
|
125 |
if not self._is_valid_question(q):
|
126 |
-
|
127 |
continue
|
128 |
|
129 |
validated.append(Question(
|
@@ -132,7 +125,7 @@ class QuizGenerator:
|
|
132 |
correct_answer=int(q["correct_answer"]) % 4
|
133 |
))
|
134 |
except Exception as e:
|
135 |
-
|
136 |
continue
|
137 |
|
138 |
if not validated:
|
@@ -427,54 +420,52 @@ class QuizApp:
|
|
427 |
def __init__(self, api_key: str):
|
428 |
self.quiz_generator = QuizGenerator(api_key)
|
429 |
self.certificate_generator = CertificateGenerator()
|
430 |
-
self.
|
431 |
-
self._user_answers: List[Optional[str]] = []
|
432 |
|
433 |
def generate_questions(self, text: str, num_questions: int) -> Tuple[bool, List[Question]]:
|
434 |
-
"""
|
|
|
|
|
|
|
435 |
try:
|
436 |
questions = self.quiz_generator.generate_questions(text, num_questions)
|
437 |
-
self.
|
438 |
-
self._user_answers = [None] * len(questions)
|
439 |
return True, questions
|
440 |
except Exception as e:
|
441 |
-
|
442 |
return False, []
|
443 |
-
|
444 |
def calculate_score(self, answers: List[Optional[str]]) -> Tuple[float, bool, List[QuizFeedback]]:
|
445 |
-
"""
|
446 |
-
|
|
|
|
|
|
|
447 |
return 0, False, []
|
448 |
|
449 |
-
if len(answers) != len(self._current_questions):
|
450 |
-
logger.warning("Answer count mismatch with questions")
|
451 |
-
return 0, False, []
|
452 |
-
|
453 |
feedback = []
|
454 |
correct = 0
|
455 |
|
456 |
-
for question, answer in zip(self.
|
457 |
-
|
458 |
-
|
459 |
-
|
460 |
-
|
461 |
-
|
462 |
-
|
463 |
-
|
464 |
-
|
465 |
-
|
466 |
-
|
467 |
-
|
468 |
-
|
469 |
-
|
470 |
-
|
471 |
-
|
472 |
-
correct_answer
|
473 |
-
))
|
474 |
|
475 |
-
score = (correct / len(self.
|
476 |
return score, score >= 80, feedback
|
477 |
-
|
478 |
|
479 |
def update_questions(self, text: str, num_questions: int) -> Tuple[gr.update, gr.update, List[gr.update], List[Question], gr.update]:
|
480 |
"""
|
@@ -527,8 +518,6 @@ class QuizApp:
|
|
527 |
gr.update(selected=1)
|
528 |
)
|
529 |
|
530 |
-
|
531 |
-
|
532 |
def submit_quiz(self, q1: Optional[str], q2: Optional[str], q3: Optional[str],
|
533 |
q4: Optional[str], q5: Optional[str], questions: List[Question]
|
534 |
) -> Tuple[gr.update, List[gr.update], float, str, gr.update]:
|
@@ -953,5 +942,4 @@ def create_quiz_interface():
|
|
953 |
|
954 |
if __name__ == "__main__":
|
955 |
demo = create_quiz_interface()
|
956 |
-
demo.launch()
|
957 |
-
|
|
|
5 |
from datetime import datetime
|
6 |
import json
|
7 |
import tempfile
|
8 |
+
from typing import List, Dict, Tuple, Optional
|
9 |
from dataclasses import dataclass
|
10 |
import subprocess
|
|
|
|
|
|
|
11 |
|
12 |
+
@dataclass
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
class Question:
|
14 |
question: str
|
15 |
options: List[str]
|
16 |
correct_answer: int
|
17 |
|
18 |
+
@dataclass
|
|
|
|
|
|
|
|
|
|
|
|
|
19 |
class QuizFeedback:
|
20 |
is_correct: bool
|
21 |
selected: Optional[str]
|
|
|
24 |
class QuizGenerator:
|
25 |
def __init__(self, api_key: str):
|
26 |
self.client = Groq(api_key=api_key)
|
|
|
27 |
|
28 |
def generate_questions(self, text: str, num_questions: int) -> List[Question]:
|
29 |
+
prompt = self._create_prompt(text, num_questions)
|
30 |
+
|
31 |
try:
|
32 |
+
response = self.client.chat.completions.create(
|
33 |
+
messages=[
|
34 |
+
{
|
35 |
+
"role": "system",
|
36 |
+
"content": """You are a quiz generator. Create clear questions with concise answer options.
|
37 |
+
Always return valid JSON array of questions. Format answers as short, clear phrases."""
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"role": "user",
|
41 |
+
"content": prompt
|
42 |
+
}
|
43 |
+
],
|
44 |
+
model="llama-3.2-3b-preview",
|
45 |
+
temperature=0,
|
46 |
+
max_tokens=2048
|
47 |
+
)
|
48 |
+
|
49 |
+
questions = self._parse_response(response.choices[0].message.content)
|
50 |
+
return self._validate_questions(questions, num_questions)
|
51 |
+
|
52 |
except Exception as e:
|
53 |
+
print(f"Error in generate_questions: {str(e)}")
|
54 |
+
print(f"Response content: {response.choices[0].message.content if response else 'No response'}")
|
55 |
+
raise QuizGenerationError(f"Failed to generate questions: {str(e)}")
|
56 |
+
|
57 |
+
def _create_prompt(self, text: str, num_questions: int) -> str:
|
58 |
+
return f"""Generate exactly {num_questions} multiple choice questions based on the following text. Follow these rules strictly:
|
59 |
|
60 |
+
1. Each question must be clear and focused
|
61 |
+
2. Provide exactly 4 options for each question
|
62 |
+
3. Mark the correct answer with index (0-3)
|
63 |
+
4. Keep all options concise (under 10 words)
|
64 |
+
5. Return ONLY a JSON array with this exact format:
|
65 |
+
[
|
66 |
+
{{
|
67 |
+
"question": "Clear question text here?",
|
68 |
+
"options": [
|
69 |
+
"Brief option 1",
|
70 |
+
"Brief option 2",
|
71 |
+
"Brief option 3",
|
72 |
+
"Brief option 4"
|
73 |
+
],
|
74 |
+
"correct_answer": 0
|
75 |
+
}}
|
76 |
+
]
|
77 |
|
78 |
+
Text to generate questions from:
|
79 |
+
{text}
|
80 |
+
|
81 |
+
Important: Return only the JSON array, no other text or formatting."""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
82 |
|
83 |
def _parse_response(self, response_text: str) -> List[Dict]:
|
84 |
"""Parse response with improved error handling"""
|
|
|
96 |
|
97 |
json_text = cleaned_text[start_idx:end_idx + 1]
|
98 |
|
99 |
+
# Attempt to parse the JSON
|
100 |
try:
|
101 |
+
return json.loads(json_text)
|
|
|
|
|
|
|
102 |
except json.JSONDecodeError as e:
|
103 |
+
print(f"JSON Parse Error: {str(e)}")
|
104 |
+
print(f"Attempted to parse: {json_text}")
|
105 |
raise
|
106 |
|
107 |
except Exception as e:
|
108 |
+
print(f"Error parsing response: {str(e)}")
|
109 |
+
print(f"Original response: {response_text}")
|
110 |
+
raise ValueError(f"Failed to parse response: {str(e)}")
|
111 |
|
112 |
def _validate_questions(self, questions: List[Dict], num_questions: int) -> List[Question]:
|
113 |
"""Validate questions with improved error checking"""
|
|
|
116 |
for q in questions:
|
117 |
try:
|
118 |
if not self._is_valid_question(q):
|
119 |
+
print(f"Invalid question format: {q}")
|
120 |
continue
|
121 |
|
122 |
validated.append(Question(
|
|
|
125 |
correct_answer=int(q["correct_answer"]) % 4
|
126 |
))
|
127 |
except Exception as e:
|
128 |
+
print(f"Error validating question: {str(e)}")
|
129 |
continue
|
130 |
|
131 |
if not validated:
|
|
|
420 |
def __init__(self, api_key: str):
|
421 |
self.quiz_generator = QuizGenerator(api_key)
|
422 |
self.certificate_generator = CertificateGenerator()
|
423 |
+
self.current_questions: List[Question] = []
|
|
|
424 |
|
425 |
def generate_questions(self, text: str, num_questions: int) -> Tuple[bool, List[Question]]:
|
426 |
+
"""
|
427 |
+
Generate quiz questions using the QuizGenerator
|
428 |
+
Returns (success, questions) tuple
|
429 |
+
"""
|
430 |
try:
|
431 |
questions = self.quiz_generator.generate_questions(text, num_questions)
|
432 |
+
self.current_questions = questions
|
|
|
433 |
return True, questions
|
434 |
except Exception as e:
|
435 |
+
print(f"Error generating questions: {e}")
|
436 |
return False, []
|
437 |
+
|
438 |
def calculate_score(self, answers: List[Optional[str]]) -> Tuple[float, bool, List[QuizFeedback]]:
|
439 |
+
"""
|
440 |
+
Calculate the quiz score and generate feedback
|
441 |
+
Returns (score, passed, feedback) tuple
|
442 |
+
"""
|
443 |
+
if not answers or not self.current_questions:
|
444 |
return 0, False, []
|
445 |
|
|
|
|
|
|
|
|
|
446 |
feedback = []
|
447 |
correct = 0
|
448 |
|
449 |
+
for question, answer in zip(self.current_questions, answers):
|
450 |
+
if answer is None:
|
451 |
+
feedback.append(QuizFeedback(False, None, question.options[question.correct_answer]))
|
452 |
+
continue
|
453 |
+
|
454 |
+
try:
|
455 |
+
selected_index = question.options.index(answer)
|
456 |
+
is_correct = selected_index == question.correct_answer
|
457 |
+
if is_correct:
|
458 |
+
correct += 1
|
459 |
+
feedback.append(QuizFeedback(
|
460 |
+
is_correct,
|
461 |
+
answer,
|
462 |
+
question.options[question.correct_answer]
|
463 |
+
))
|
464 |
+
except ValueError:
|
465 |
+
feedback.append(QuizFeedback(False, answer, question.options[question.correct_answer]))
|
|
|
466 |
|
467 |
+
score = (correct / len(self.current_questions)) * 100
|
468 |
return score, score >= 80, feedback
|
|
|
469 |
|
470 |
def update_questions(self, text: str, num_questions: int) -> Tuple[gr.update, gr.update, List[gr.update], List[Question], gr.update]:
|
471 |
"""
|
|
|
518 |
gr.update(selected=1)
|
519 |
)
|
520 |
|
|
|
|
|
521 |
def submit_quiz(self, q1: Optional[str], q2: Optional[str], q3: Optional[str],
|
522 |
q4: Optional[str], q5: Optional[str], questions: List[Question]
|
523 |
) -> Tuple[gr.update, List[gr.update], float, str, gr.update]:
|
|
|
942 |
|
943 |
if __name__ == "__main__":
|
944 |
demo = create_quiz_interface()
|
945 |
+
demo.launch()
|
|