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Create app.py
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app.py
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# Directory structure:
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# - app.py
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# - utils.py
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# - job_api.py
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# - requirements.txt
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# - assets/ (for optional icons/images)
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# app.py
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import streamlit as st
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from utils import parse_resume, get_recommendations, load_models, generate_career_insights
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from job_api import fetch_jobs
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st.set_page_config(page_title="Universal CV Analyzer", layout="wide")
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st.title("📄 Universal Smart CV Analyzer & Career Roadmap")
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uploaded_file = st.file_uploader("Upload your CV (PDF)", type="pdf")
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if uploaded_file:
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with st.spinner("Analyzing your CV. Please wait..."):
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nlp, llm = load_models()
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text, parsed = parse_resume(uploaded_file, nlp)
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st.success("✅ Resume parsed successfully")
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st.header("🔍 CV Summary & Score")
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st.json(parsed)
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score, feedback = get_recommendations(parsed)
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st.metric(label="CV Score (out of 100)", value=score)
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st.write("**Suggestions to improve:**")
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st.write(feedback)
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st.header("💼 Live Job Listings")
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jobs = fetch_jobs(parsed)
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for job in jobs:
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st.markdown(f"**{job['title']}** at {job['company']}\n\n{job['location']} - {job['salary']}\n\n[Apply]({job['url']})")
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st.header("🎓 Certification & Higher Education Suggestions")
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certs = generate_career_insights(parsed, llm, suggestion_type="certifications")
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degrees = generate_career_insights(parsed, llm, suggestion_type="degrees")
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st.write("**Recommended Certifications:**")
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st.write(certs)
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st.write("**Higher Education Paths:**")
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st.write(degrees)
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st.header("🧭 Personalized Career Roadmap & Visa Advice")
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roadmap = generate_career_insights(parsed, llm, suggestion_type="roadmap")
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st.write(roadmap)
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st.header("🧠 Career Counselor Advice")
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advice = generate_career_insights(parsed, llm, suggestion_type="counselor")
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st.write(advice)
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