Update app.py
Browse files
app.py
CHANGED
@@ -4,15 +4,16 @@ from langchain.chains import LLMChain
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from langchain_google_genai import ChatGoogleGenerativeAI
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import fitz
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import json
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# Title
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st.title("π
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# Sidebar
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st.sidebar.title("Upload & Settings")
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# Upload
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# Number of questions
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number_of_questions = st.sidebar.slider("Number of questions", min_value=1, max_value=20, value=5)
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@@ -28,7 +29,7 @@ if "quiz_finished" not in st.session_state:
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st.session_state.quiz_finished = False
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# Gemini setup
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GOOGLE_API_KEY = "
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llm = ChatGoogleGenerativeAI(
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model="gemini-2.0-flash",
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google_api_key=GOOGLE_API_KEY,
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@@ -60,28 +61,23 @@ prompt = PromptTemplate(
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mcq_chain = LLMChain(llm=llm, prompt=prompt)
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# PDF or
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def extract_text(file):
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if file.name.endswith(".pdf"):
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doc = fitz.open(stream=file.read(), filetype="pdf")
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for page in doc:
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full_text += page.get_text()
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doc.close()
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return full_text
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elif file.name.endswith(".docx"):
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doc = docx.Document(file)
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return "\n".join([para.text for para in doc.paragraphs])
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return ""
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# Generate MCQs
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if st.sidebar.button("Generate MCQs"):
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if
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st.error("Please upload a
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else:
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with st.spinner("Extracting text and generating MCQs..."):
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text = extract_text(
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try:
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response = mcq_chain.run(text=text, number=str(number_of_questions))
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mcqs_json = json.loads(response[8:-3])
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@@ -99,20 +95,18 @@ if st.session_state.mcqs and not st.session_state.quiz_finished:
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q_data = st.session_state.mcqs[idx]
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st.subheader(f"Question {idx + 1}: {q_data['question']}")
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q_data["options"],
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st.session_state.quiz_finished = True
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st.success("π Quiz completed!")
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# Show result
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if st.session_state.quiz_finished:
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from langchain_google_genai import ChatGoogleGenerativeAI
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import fitz
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import json
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import docx # Added for Word file handling
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# Title
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st.title("π File-based MCQ Generator")
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# Sidebar
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st.sidebar.title("Upload & Settings")
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# Upload file
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uploaded_file = st.sidebar.file_uploader("Upload a file (PDF or Word)", type=["pdf", "docx"])
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# Number of questions
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number_of_questions = st.sidebar.slider("Number of questions", min_value=1, max_value=20, value=5)
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st.session_state.quiz_finished = False
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# Gemini setup
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GOOGLE_API_KEY = "your_api_key_here"
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llm = ChatGoogleGenerativeAI(
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model="gemini-2.0-flash",
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google_api_key=GOOGLE_API_KEY,
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mcq_chain = LLMChain(llm=llm, prompt=prompt)
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# Extract text from PDF or Word
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def extract_text(file):
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if file.name.endswith(".pdf"):
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doc = fitz.open(stream=file.read(), filetype="pdf")
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return "\n".join([page.get_text() for page in doc])
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elif file.name.endswith(".docx"):
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doc = docx.Document(file)
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return "\n".join([para.text for para in doc.paragraphs])
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return ""
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# Generate MCQs
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if st.sidebar.button("Generate MCQs"):
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if uploaded_file is None:
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st.error("Please upload a file.")
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else:
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with st.spinner("Extracting text and generating MCQs..."):
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text = extract_text(uploaded_file)
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try:
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response = mcq_chain.run(text=text, number=str(number_of_questions))
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mcqs_json = json.loads(response[8:-3])
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q_data = st.session_state.mcqs[idx]
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st.subheader(f"Question {idx + 1}: {q_data['question']}")
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with st.form(key=f"form_{idx}"):
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selected_option = st.radio("Choose an answer:", q_data["options"], key=f"radio_{idx}")
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submitted = st.form_submit_button("Next")
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if submitted:
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st.session_state.user_answers[idx] = selected_option
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if idx < len(st.session_state.mcqs) - 1:
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st.session_state.current_q += 1
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else:
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st.session_state.quiz_finished = True
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st.success("π Quiz completed!")
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# Show result
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if st.session_state.quiz_finished:
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