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BillBojangeles2000
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5e02517
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Parent(s):
b3be0d5
Update app.py
Browse files
app.py
CHANGED
@@ -8,40 +8,6 @@ import language_tool_python
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import streamlit as st
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from gradio_client import Client
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# Initialize LanguageTool
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tool = language_tool_python.LanguageToolPublicAPI('en-US')
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# Helper function to check grammar and sense
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def grammar_sense(sentence):
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sense = tool.correct(sentence)
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grammar = "Correct Grammar" if not tool.check(sentence) else "Incorrect Grammar"
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return "Make Sense" if "Not" not in sense and grammar == "Correct Grammar" else "Not Make Sense"
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# Web scraping and text cleaning
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Quiz_Gen = st.form("Quiz Generation")
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res = Quiz_Gen.text_input("What topic do you want to get quizzed on?")
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sub = Quiz_Gen.form_submit_button("Submit")
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if sub:
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entity = res
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prefix = "https://wiki.kidzsearch.com/wiki/"
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page = requests.get(f'{prefix}{entity}')
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res = BeautifulSoup(page.content, 'html.parser')
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text = [i.get_text() for i in res.find_all('p')]
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cleaned_text = ' '.join(text)
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cleaned_text = re.sub(r'[^a-zA-Z0-9.,]', ' ', cleaned_text)
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paragraphs = [p.strip() for p in re.split(r'\n', cleaned_text) if p.strip()]
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# Process text using SpaCy
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nlp = spacy.load("en_core_web_sm")
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doc = nlp(cleaned_text)
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sentences = [sent.text for sent in doc.sents]
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# Combine sentences into paragraphs
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paragraphs = [f"{sentences[i]} {sentences[i + 1]}" if i + 1 < len(sentences) else sentences[i] for i in range(0, len(sentences), 2)]
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class SubjectiveTest:
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def __init__(self, data, noOfQues):
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@@ -89,8 +55,41 @@ class SubjectiveTest:
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return questions
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#
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if sub:
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data = ' '.join(paragraphs)
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noOfQues = 5
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st.toast("Creating Questions", icon='β
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@@ -98,29 +97,35 @@ if sub:
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question_list = subjective_generator.generate_test("")
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questions = []
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Quiz = st.form("Quiz")
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st.toast("Filtering Questions", icon='β
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for i, question in enumerate(question_list):
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if "Explain" not in question and len(tool.check(question)) == 0 and grammar_sense(question) == "Make Sense":
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questions.append(f"{question}")
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#
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submit_button = Quiz.form_submit_button("Submit")
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if submit_button:
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st.toast("Calculating grade", icon='β
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with st.spinner(text="Calculating Grade"):
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for i, q in enumerate(questions):
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st.toast(f'iteration {i} has begun', icon='β
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result = client.predict(
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f'What would you rate this answer to the question: "{q}" as a percentage? Here is the answer: {ans[i]}. Your percentage grade cannot be negative or over 100%. Additionally, you should also assume that the user is of a 5-7th grade level of intellect.',
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@@ -130,20 +135,20 @@ if submit_button:
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1.2,
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api_name="/chat"
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)
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pattern = r'(\d+)%'
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match = re.search(pattern, result)
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if match:
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score = match.group(1)
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user_scores.append(int(score))
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else:
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user_scores.append(85) # You can set a default score if no score is found
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# Calculate the average score using the user_scores list
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average_score = sum(user_scores) / len(user_scores)
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st.info(f'Your average score for the answers is {average_score}%')
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st.write(f'Your average score for the answers is {average_score}%')
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st.balloons()
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import streamlit as st
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from gradio_client import Client
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class SubjectiveTest:
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def __init__(self, data, noOfQues):
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return questions
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# Initialize LanguageTool
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tool = language_tool_python.LanguageToolPublicAPI('en-US')
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# Helper function to check grammar and sense
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def grammar_sense(sentence):
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sense = tool.correct(sentence)
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grammar = "Correct Grammar" if not tool.check(sentence) else "Incorrect Grammar"
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return "Make Sense" if "Not" not in sense and grammar == "Correct Grammar" else "Not Make Sense"
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Quiz_Gen = st.form("Quiz Generation")
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res = Quiz_Gen.text_input("What topic do you want to get quizzed on?")
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sub = Quiz_Gen.form_submit_button("Submit")
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if sub:
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entity = res
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prefix = "https://wiki.kidzsearch.com/wiki/"
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page = requests.get(f'{prefix}{entity}')
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res = BeautifulSoup(page.content, 'html.parser')
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text = [i.get_text() for i in res.find_all('p')]
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cleaned_text = ' '.join(text)
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cleaned_text = re.sub(r'[^a-zA-Z0-9.,]', ' ', cleaned_text)
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paragraphs = [p.strip() for p in re.split(r'\n', cleaned_text) if p.strip()]
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# Process text using SpaCy
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nlp = spacy.load("en_core_web_sm")
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doc = nlp(cleaned_text)
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sentences = [sent.text for sent in doc.sents]
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# Combine sentences into paragraphs
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paragraphs = [f"{sentences[i]} {sentences[i + 1]}" if i + 1 < len(sentences) else sentences[i] for i in range(0, len(sentences), 2)]
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# Example usage
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data = ' '.join(paragraphs)
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noOfQues = 5
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st.toast("Creating Questions", icon='β
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question_list = subjective_generator.generate_test("")
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questions = []
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st.session_state.questions = question_list # Store the generated questions in session state
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Quiz = st.form("Quiz")
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st.toast("Filtering Questions", icon='β
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# Check if questions are generated in session state
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if 'questions' in st.session_state:
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question_index = 0
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while question_index < len(st.session_state.questions):
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current_question = st.session_state.questions[question_index]
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# Check if the current question meets your criteria
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if "Explain" not in current_question and len(tool.check(current_question)) == 0 and grammar_sense(current_question) == "Make Sense":
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# Get user input for the current question
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user_answer = Quiz.text_input(f'{current_question}')
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# Append the user answer to the list
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ans.append(user_answer)
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# Move to the next question
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question_index += 1
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submit_button = Quiz.form_submit_button("Submit")
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if submit_button:
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st.toast("Calculating grade", icon='β
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with st.spinner(text="Calculating Grade"):
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for i, q in enumerate(st.session_state.questions):
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st.toast(f'iteration {i} has begun', icon='β
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result = client.predict(
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f'What would you rate this answer to the question: "{q}" as a percentage? Here is the answer: {ans[i]}. Your percentage grade cannot be negative or over 100%. Additionally, you should also assume that the user is of a 5-7th grade level of intellect.',
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1.2,
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api_name="/chat"
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)
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pattern = r'(\d+)%'
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match = re.search(pattern, result)
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if match:
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score = match.group(1)
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user_scores.append(int(score))
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else:
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user_scores.append(85) # You can set a default score if no score is found
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# Calculate the average score using the user_scores list
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average_score = sum(user_scores) / len(user_scores)
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st.info(f'Your average score for the answers is {average_score}%')
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st.write(f'Your average score for the answers is {average_score}%')
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st.balloons()
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