Update app.py

app.py

@@ -54,8 +54,12 @@ tool = language_tool_python.LanguageToolPublicAPI('en-US')
 
 # Define the Streamlit app
 st.title("NLP Testing and Scoring App")
+
+# Ask for the topic at the start
+topic = st.text_input("Enter a topic (optional):")
+
 # Web scraping and text cleaning
-entity = "Canada"
+entity = "Florida"
 prefix = "https://wiki.kidzsearch.com/wiki/"
 page = requests.get(f'{prefix}{entity}')
 res = BeautifulSoup(page.content, 'html.parser')
@@ -128,49 +132,44 @@ noOfQues = 5
 
 subjective_generator = SubjectiveTest(data, noOfQues)
 
-# Use Gradio for user input and scoring
-scores = []
-client = Client("https://billbojangeles2000-zephyr-7b-alpha-chatbot-karki.hf.space/")
-
-# Add a Streamlit UI for input and displaying scores
-question_list = subjective_generator.generate_test(topic)
-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}")
-
-# Display the generated questions
-st.write("Generated Questions:")
-for q in questions:
-    st.write(q)
-
+# Create a form for the quiz
+st.write("Fill out the quiz:")
+answers = {}
 for i, question in enumerate(questions):
-    res = st.text_input(f'{question}: ')
-    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}')
+    res = st.text_input(f'Q{i + 1}: {question}')
+    answers[f'Q{i + 1}'] = res
+
+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}')