Update app.py

app.py

@@ -59,7 +59,10 @@ st.title("NLP Testing and Scoring App")
 topic = st.text_input("Enter a topic (optional):")
 
 # Web scraping and text cleaning
-entity = "Florida"
+entity = "Florida"  # You can replace this with the user's topic input
+if topic:
+    entity = topic  # Use the user's input as the entity
+
 prefix = "https://wiki.kidzsearch.com/wiki/"
 page = requests.get(f'{prefix}{entity}')
 res = BeautifulSoup(page.content, 'html.parser')
@@ -126,57 +129,61 @@ class SubjectiveTest:
 
         return questions
 
-# Example usage
-data = ' '.join(paragraphs)
-noOfQues = 5
+# Create a button to initiate quiz generation
+generate_quiz = st.button("Generate Quiz")
 
-subjective_generator = SubjectiveTest(data, noOfQues)
-questions = subjective_generator.generate_test("")
+if generate_quiz:
+    st.write("Generating the quiz...")
+    data = ' '.join(paragraphs)
+    noOfQues = 5
 
-# Create a form for the quiz
-st.write("Fill out the quiz:")
-answers = {}
-for i, question in enumerate(questions):
-    res = st.text_input(f'Q{i + 1}: {question}')
-    answers[f'Q{i + 1}'] = res
+    subjective_generator = SubjectiveTest(data, noOfQues)
+    questions = subjective_generator.generate_test(topic)  # Use the user's input topic here
 
-if st.button("Submit"):
-    scores = []
-    client = Client("https://billbojangeles2000-zephyr-7b-alpha-chatbot-karki.hf.space/")
+    # Create a form for the quiz
+    st.write("Fill out the quiz:")
+    answers = {}
+    for i, question in enumerate(questions):
+        res = st.text_input(f'Q{i + 1}: {question}')
+        answers[f'Q{i + 1}'] = res
 
-    question_list = subjective_generator.generate_test(topic)  # Define 'questions' here
-    questions = []
-    for i, question in enumerate(question_list):
-        if "Explain" not in question and len(tool.check(question)) == 0 and grammar_sense(question):
-            questions.append(f"Question: {question}")
+    if st.button("Submit"):
+        scores = []
+        client = Client("https://billbojangeles2000-zephyr-7b-alpha-chatbot-karki.hf.space/")
 
-    for i, question in enumerate(questions):
-        res = answers[f'Q{i + 1}']
-        if res:
-            result = client.predict(
-                f'What would you rate this answer to the question: "{question}" as a percentage? Here is the answer: {res}. Make sure to write your answer as "Score" and then write your score of the response.',
-                0.9,
-                256,
-                0.9,
-                1.2,
-                api_name="/chat"
-            )
-            pattern = r'(\d+)%'
-            match = re.search(pattern, result)
-            if match:
-                score = int(match.group(1))
-                scores.append(score)
-            else:
-                scores.append(85)
-
-    def calculate_average(numbers):
-        if not numbers:
-            return 0  # Return 0 for an empty list to avoid division by zero.
-
-        total = sum(numbers)
-        average = total / len(numbers)
-        return average
-
-    # Calculate and display the average score
-    average_score = calculate_average(scores)
-    st.write(f'Your average score is {average_score}')
+        question_list = subjective_generator.generate_test(topic)  # Define 'questions' here
+        questions = []
+        for i, question in enumerate(question_list):
+            if "Explain" not in question and len(tool.check(question)) == 0 and grammar_sense(question):
+                questions.append(f"Question: {question}")
+
+        for i, question in enumerate(questions):
+            res = answers[f'Q{i + 1}']
+            if res:
+                result = client.predict(
+                    f'What would you rate this answer to the question: "{question}" as a percentage? Here is the answer: {res}. Make sure to write your answer as "Score" and then write your score of the response.',
+                    0.9,
+                    256,
+                    0.9,
+                    1.2,
+                    api_name="/chat"
+                )
+                pattern = r'(\d+)%'
+                match = re.search(pattern, result)
+                if match:
+                    score = int(match.group(1))
+                    scores.append(score)
+                else:
+                    scores.append(85)
+
+        def calculate_average(numbers):
+            if not numbers:
+                return 0  # Return 0 for an empty list to avoid division by zero.
+
+            total = sum(numbers)
+            average = total / len(numbers)
+            return average
+
+        # Calculate and display the average score
+        average_score = calculate_average(scores)
+        st.write(f'Your average score is {average_score}')