Update app.py
Browse files
app.py
CHANGED
@@ -1,35 +1,236 @@
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import os
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import sys
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import streamlit as st
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from
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#
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#
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import streamlit as st
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from langchain.prompts import PromptTemplate
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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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import docx
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import os
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# Session states
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if "mcqs" not in st.session_state:
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st.session_state.mcqs = []
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if "current_q" not in st.session_state:
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st.session_state.current_q = 0
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if "user_answers" not in st.session_state:
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st.session_state.user_answers = {}
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if "quiz_finished" not in st.session_state:
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st.session_state.quiz_finished = False
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if "language" not in st.session_state:
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st.session_state.language = "English"
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# Language selection in sidebar
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st.sidebar.title("π Language / μΈμ΄")
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language = st.sidebar.selectbox(
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"Select Language / μΈμ΄ μ ν",
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["English", "νκ΅μ΄"],
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index=0 if st.session_state.language == "English" else 1
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)
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st.session_state.language = language
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# UI Text Dictionary
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ui_text = {
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"English": {
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"title": "π PDF/Word based Self EXAM",
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"sidebar_title": "Upload & Settings",
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"upload_prompt": "Upload a file (PDF or Word)",
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"num_questions": "Number of questions",
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"generate_button": "Generate EXAMs",
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"no_file_error": "Please upload a file.",
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"generating": "Extracting text and generating EXAMs...",
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"success": "β
EXAMs generated successfully!",
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"error": "Error generating EXAMs:",
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"question_prefix": "Question",
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"choose_answer": "Choose an answer:",
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"next_button": "Next",
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"quiz_completed": "π Quiz completed!",
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"results_header": "π Quiz Results",
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"your_answer": "Your answer:",
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"correct_answer": "Correct answer:",
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"score": "β
You scored {score} out of {total}"
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},
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"νκ΅μ΄": {
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"title": "π PDF/Word κΈ°λ° κ°κ΄μ λ¬Έμ μμ±κΈ°",
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"sidebar_title": "νμΌ μ
λ‘λ λ° μ€μ ",
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"upload_prompt": "νμΌ μ
λ‘λ (PDF λλ Word)",
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"num_questions": "λ¬Έμ κ°μ",
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"generate_button": "λ¬Έμ μμ±",
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"no_file_error": "νμΌμ μ
λ‘λν΄μ£ΌμΈμ.",
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"generating": "ν
μ€νΈ μΆμΆ λ° λ¬Έμ μμ± μ€...",
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"success": "β
λ¬Έμ κ° μ±κ³΅μ μΌλ‘ μμ±λμμ΅λλ€!",
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"error": "λ¬Έμ μμ± μ€λ₯:",
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"question_prefix": "λ¬Έμ ",
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"choose_answer": "λ΅μ μ ννμΈμ:",
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"next_button": "λ€μ",
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"quiz_completed": "π ν΄μ¦κ° μλ£λμμ΅λλ€!",
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"results_header": "π ν΄μ¦ κ²°κ³Ό",
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"your_answer": "λΉμ μ λ΅:",
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"correct_answer": "μ λ΅:",
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"score": "β
{total}λ¬Έμ μ€ {score}λ¬Έμ λ₯Ό λ§μΆμ
¨μ΅λλ€"
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}
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}
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# Get current language texts
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texts = ui_text[language]
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# Title
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st.title(texts["title"])
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# Sidebar
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st.sidebar.title(texts["sidebar_title"])
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# Upload file
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uploaded_file = st.sidebar.file_uploader(texts["upload_prompt"], type=["pdf", "docx"])
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# Number of questions
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number_of_questions = st.sidebar.slider(texts["num_questions"], min_value=1, max_value=20, value=5)
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# Gemini setup
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GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
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llm = ChatGoogleGenerativeAI(
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model="gemini-2.0-flash-exp",
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google_api_key=GOOGLE_API_KEY,
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temperature=0.7
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)
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# Templates for different languages
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template_english = ("You are an expert EXAM generator. Generate {number} unique multiple-choice questions from the given text.\n"
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"Each question must have exactly 1 correct answer and 3 incorrect options.\n"
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"Strictly return output in the following JSON format (no explanations, no markdown):\n"
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"[\n"
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" {{\n"
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' "question": "What is ...?",\n'
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' "options": ["Option A", "Option B", "Option C", "Option D"],\n'
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' "answer": "Option D"\n'
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" }},\n"
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" ...\n"
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"]\n"
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"TEXT:\n"
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"{text}")
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template_korean = ("λΉμ μ μ λ¬Έ κ°κ΄μ λ¬Έμ μΆμ μμ
λλ€. μ£Όμ΄μ§ ν
μ€νΈμμ {number}κ°μ κ³ μ ν κ°κ΄μ λ¬Έμ λ₯Ό μμ±νμΈμ.\n"
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"κ° λ¬Έμ λ μ νν 1κ°μ μ λ΅κ³Ό 3κ°μ μ€λ΅μ κ°μ ΈμΌ ν©λλ€.\n"
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"λ€μ JSON νμμΌλ‘λ§ μΆλ ₯νμΈμ (μ€λͺ
μ΄λ λ§ν¬λ€μ΄ μμ΄):\n"
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"[\n"
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" {{\n"
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' "question": "...λ 무μμ
λκΉ?",\n'
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' "options": ["μ νμ§ A", "μ νμ§ B", "μ νμ§ C", "μ νμ§ D"],\n'
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' "answer": "μ νμ§ D"\n'
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" }},\n"
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" ...\n"
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"]\n"
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"ν
μ€νΈ:\n"
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"{text}")
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# Select template based on language
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template = template_english if language == "English" else template_korean
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prompt = PromptTemplate(
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input_variables=["text", "number"],
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template=template
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)
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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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# Read the entire file content into memory
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file_bytes = file.read()
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# Open the PDF from the byte stream
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doc = fitz.open(stream=file_bytes, filetype="pdf")
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# Extract text from all pages
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text = ""
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for page in doc:
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text += page.get_text()
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return 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(texts["generate_button"]):
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if uploaded_file is None:
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st.error(texts["no_file_error"])
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else:
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with st.spinner(texts["generating"]):
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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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# Clean the response to extract JSON
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response = response.strip()
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if response.startswith("```json"):
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response = response[7:]
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if response.endswith("```"):
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response = response[:-3]
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mcqs_json = json.loads(response)
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st.session_state.mcqs = mcqs_json
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st.session_state.current_q = 0
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st.session_state.user_answers = {}
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st.session_state.quiz_finished = False
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st.success(texts["success"])
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except Exception as e:
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st.error(f"{texts['error']} {e}")
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# Display question
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if st.session_state.mcqs and not st.session_state.quiz_finished:
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idx = st.session_state.current_q
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q_data = st.session_state.mcqs[idx]
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st.subheader(f"{texts['question_prefix']} {idx + 1}: {q_data['question']}")
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with st.form(key=f"form_{idx}"):
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selected_option = st.radio(texts["choose_answer"], q_data["options"], key=f"radio_{idx}")
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submitted = st.form_submit_button(texts["next_button"])
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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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st.rerun()
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else:
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st.session_state.quiz_finished = True
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st.success(texts["quiz_completed"])
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st.rerun()
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# Show result
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if st.session_state.quiz_finished:
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st.header(texts["results_header"])
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score = 0
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total = len(st.session_state.mcqs)
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for i, q in enumerate(st.session_state.mcqs):
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user_ans = st.session_state.user_answers.get(i)
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correct_ans = q["answer"]
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if user_ans == correct_ans:
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score += 1
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# Question display
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st.markdown(f"**{texts['question_prefix']}{i+1}: {q['question']}**")
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# Answers with color coding
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if user_ans == correct_ans:
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st.markdown(f"- {texts['your_answer']} :green[{user_ans}] β")
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else:
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st.markdown(f"- {texts['your_answer']} :red[{user_ans}] β")
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st.markdown(f"- {texts['correct_answer']} :green[{correct_ans}]")
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st.markdown("---")
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# Score display
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score_text = texts["score"].format(score=score, total=total)
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st.success(score_text)
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# Reset button
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if language == "English":
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reset_text = "Start New Quiz"
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else:
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reset_text = "μ ν΄μ¦ μμ"
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if st.button(reset_text):
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st.session_state.mcqs = []
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st.session_state.current_q = 0
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st.session_state.user_answers = {}
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st.session_state.quiz_finished = False
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st.rerun()
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