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Update app.py
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app.py
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@@ -8,15 +8,13 @@ from langchain_groq import ChatGroq
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from sklearn.metrics.pairwise import cosine_similarity
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import numpy as np
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from dotenv import load_dotenv
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load_dotenv()
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import os
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groq_api_key = os.getenv("GROQ_API_KEY")
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os.environ["GROQ_API_KEY"] = groq_api_key
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import os
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import tempfile
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def extract_text_from_pdf(pdf_file):
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with tempfile.NamedTemporaryFile(delete=False, suffix=".pdf") as temp:
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temp.write(pdf_file)
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@@ -61,7 +59,7 @@ def generate_skill_gap_report(user_skills, job_skills, missing_skills, match_per
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def process_skill_gap(resume_pdf, jd_pdf):
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if resume_pdf is None or jd_pdf is None:
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return "β Please upload both Resume and Job Description PDFs.", "", "", ""
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resume_text = extract_text_from_pdf(resume_pdf)
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jd_text = extract_text_from_pdf(jd_pdf)
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report = generate_skill_gap_report(user_skills, job_skills, missing_skills, match_percent)
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gr.
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gr.
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from sklearn.metrics.pairwise import cosine_similarity
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import numpy as np
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from dotenv import load_dotenv
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import os
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import tempfile
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load_dotenv()
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groq_api_key = os.getenv("GROQ_API_KEY")
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os.environ["GROQ_API_KEY"] = groq_api_key
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def extract_text_from_pdf(pdf_file):
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with tempfile.NamedTemporaryFile(delete=False, suffix=".pdf") as temp:
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temp.write(pdf_file)
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def process_skill_gap(resume_pdf, jd_pdf):
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if resume_pdf is None or jd_pdf is None:
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return 0, "β Please upload both Resume and Job Description PDFs.", "", "", ""
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resume_text = extract_text_from_pdf(resume_pdf)
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jd_text = extract_text_from_pdf(jd_pdf)
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report = generate_skill_gap_report(user_skills, job_skills, missing_skills, match_percent)
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skill_text = f"β
Skill Match: {match_percent}%"
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missing_text = f"β Missing Skills: {', '.join(missing_skills) if missing_skills else 'None'}"
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similarity_text = f"π Resume vs JD Similarity Score: {similarity_percent}%"
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return match_percent, skill_text, missing_text, similarity_text, report
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with gr.Blocks() as demo:
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gr.Markdown("# π§ AI Skill Gap Checker")
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gr.Markdown("Upload your **Resume PDF** and **Job Description PDF**. The AI will analyze your skill match and generate an improvement report.")
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with gr.Row():
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resume_file = gr.File(label="π Upload Resume (PDF)", type="binary")
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jd_file = gr.File(label="π Upload Job Description (PDF)", type="binary")
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submit_btn = gr.Button("π Analyze Skill Gap")
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gr.Markdown("## π― Match Percentage")
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match_slider = gr.Slider(minimum=0, maximum=100, step=1, label="Job Match Percentage (%)", interactive=False)
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skill_match_text = gr.Textbox(label="Skill Match Details", interactive=False)
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missing_skills_text = gr.Textbox(label="Missing Skills", interactive=False)
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similarity_text = gr.Textbox(label="Resume-JD Similarity Score", interactive=False)
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report_output = gr.Textbox(label="AI-Generated Skill Gap Report", lines=10, interactive=False)
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submit_btn.click(
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fn=process_skill_gap,
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inputs=[resume_file, jd_file],
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outputs=[match_slider, skill_match_text, missing_skills_text, similarity_text, report_output]
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)
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demo.launch()
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