Create app.py

app.py

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+import streamlit as st
+import google.generativeai as gemini_pro
+import pandas as pd
+from io import StringIO
+
+# Initialize Google Generative AI Gemini-pro model
+gemini_pro.initialize(api_key='YOUR_GOOGLE_API_KEY')
+
+def analyze_resume(resume_text):
+    # Using the Gemini-pro model to analyze the resume
+    response = gemini_pro.analyze_text(resume_text)
+    return response
+
+def extract_skills(resume_text):
+    # Extract skills from resume text
+    response = gemini_pro.extract_entities(resume_text, entity_type='skills')
+    skills = [entity['text'] for entity in response['entities']]
+    return skills
+
+def match_job_description(resume_text, job_description):
+    # Match resume with job description
+    response = gemini_pro.compare_texts(resume_text, job_description)
+    score = response['similarity_score']
+    return score
+
+# Streamlit application layout
+st.title('Resume Analyzer for Recruiters')
+
+st.header('Upload Resume')
+uploaded_file = st.file_uploader('Choose a file', type=['pdf', 'docx', 'txt'])
+
+if uploaded_file is not None:
+    # Extract text from uploaded file
+    stringio = StringIO(uploaded_file.getvalue().decode("utf-8"))
+    resume_text = stringio.read()
+
+    st.subheader('Resume Text')
+    st.write(resume_text)
+
+    st.subheader('Analyze Resume')
+    if st.button('Analyze'):
+        analysis_result = analyze_resume(resume_text)
+        st.write('Analysis Result:', analysis_result)
+
+    st.subheader('Extract Skills')
+    if st.button('Extract Skills'):
+        skills = extract_skills(resume_text)
+        st.write('Skills:', skills)
+
+    st.subheader('Match with Job Description')
+    job_description = st.text_area('Enter Job Description')
+    if st.button('Match'):
+        score = match_job_description(resume_text, job_description)
+        st.write('Match Score:', score)
+
+st.sidebar.header('About')
+st.sidebar.write("""
+This application uses the Google Generative AI Gemini-pro model to analyze resumes, extract key skills, and match resumes with job descriptions. It helps recruiters quickly evaluate candidates and streamline the recruitment process.
+""")