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| from dotenv import load_dotenv | |
| load_dotenv() | |
| import streamlit as st | |
| import google.generativeai as genai | |
| import os | |
| import PyPDF2 as pdf | |
| import docx | |
| genai.configure(api_key=os.getenv("GOOGLE_API_KEY")) | |
| def get_gemini_response(input): | |
| model = genai.GenerativeModel("gemini-pro") | |
| response = model.generate_content(input) | |
| return response.text # Assuming `.text` is the correct way to access the generated text | |
| def get_pdf_content(uploaded_file): | |
| reader = pdf.PdfReader(uploaded_file) | |
| text = "" | |
| for page_num in range(len(reader.pages)): | |
| page = reader.pages[page_num] | |
| text += page.extract_text() | |
| return text | |
| def get_word_content(uploaded_file): | |
| reader = docx.Document(uploaded_file) | |
| text = "" | |
| for para in reader.paragraphs: | |
| text += para.text | |
| return text | |
| input_prompt1 = """ | |
| You are an experienced HR manager,your task is to review the provided resume against the given job description. | |
| Please share your professional evaluation on whether the resume aligns with the job description. | |
| Highlight the strengths and weaknesses of the resume in relation to the specified job description. | |
| resume: {text} | |
| job description: {jd} | |
| """ | |
| input_prompt2 = """ | |
| You are an skilled ATS (Applicant Tracking System) scanner with a deep understanding of any of the following roles | |
| software engineering or Data Analyst or Data Science or big data engineer or Product Manager or HR or Business Analyst | |
| and ATS functionality as well. Your task is to give the percentage of match if the resume matches to the job description with | |
| a high accuracy rate.First output the percentage match then followed by list of keywords that are missing. | |
| Also, your need to evaluate the resume against the provided job description.further, provide recommendations for | |
| enhancing the candidate's skills and identify which areas require further development. | |
| resume: {text} | |
| job description: {jd} | |
| """ | |
| input_prompt3 = """ | |
| You are an skilled ATS (Applicant Tracking System) scanner with a deep understanding of any of the following roles | |
| software engineering or Data Analyst or Data Science or big data engineer or Product Manager or HR or Business Analyst | |
| and ATS functionality as well. Your task is to list down the keywords that are missing while comparing job description | |
| with the uploaded resume.Also, provide recommendations for enhancing the candidate's skills that is there in the resume | |
| and identify which areas require further development. | |
| resume: {text} | |
| job description: {jd} | |
| """ | |
| st.set_page_config(page_title="ATS App") | |
| st.markdown("<h1 style='text-align: center;'>Application Tracking System</h1>", unsafe_allow_html=True) | |
| st.header("Improve Resume using ATS Assistance ✒️") | |
| jd = st.text_area("Copy & Paste The JD here") | |
| uploaded_file = st.file_uploader("Upload Your Resume only in PDF or WORD Format", type=['pdf', 'docx'], help='Please upload the Pdf or Word') | |
| if uploaded_file is not None: | |
| file_type = uploaded_file.type.split('/')[-1].upper() | |
| if file_type == "PDF": | |
| st.write(f"📄 {file_type} Uploaded Successfully") | |
| elif file_type == "VND.OPENXMLFORMATS-OFFICEDOCUMENT.WORDPROCESSINGML.DOCUMENT": | |
| st.write(f"📝 WORD Uploaded Successfully") | |
| submit1 = st.button("Summarize About the Resume & Suggest to improvise skills") | |
| submit2 = st.button("Percentage match") | |
| submit3 = st.button("Important Keywords Missing?") | |
| if uploaded_file is not None: | |
| file_type = uploaded_file.type | |
| if file_type == 'application/pdf': | |
| text = get_pdf_content(uploaded_file) | |
| elif file_type == 'application/vnd.openxmlformats-officedocument.wordprocessingml.document': | |
| text = get_word_content(uploaded_file) | |
| if submit1: | |
| response = get_gemini_response(input_prompt1.format(text=text, jd=jd)) | |
| st.subheader("The Response is") | |
| st.write(response) | |
| if submit2: | |
| response = get_gemini_response(input_prompt2.format(text=text, jd=jd)) | |
| st.subheader("The Response is") | |
| st.write(response) | |
| if submit3: | |
| response = get_gemini_response(input_prompt3.format(text=text, jd=jd)) | |
| st.subheader("The Response is") | |
| st.write(response) | |
| else: | |
| st.write("Please upload a PDF or Word file to proceed.") | |