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import streamlit as st |
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import google.generativeai as genai |
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import os |
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import PyPDF2 as pdf |
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from dotenv import load_dotenv |
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import json |
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load_dotenv() |
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genai.configure(api_key=os.getenv("GOOGLE_API_KEY")) |
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def get_gemini_response(input, pdf_cotent, prompt): |
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model = genai.GenerativeModel('gemini-pro') |
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response = model.generate_content([input, pdf_content, prompt]) |
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return response.text |
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def input_pdf_text(uploaded_file): |
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reader=pdf.PdfReader(uploaded_file) |
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text="" |
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for page in range(len(reader.pages)): |
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page=reader.pages[page] |
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text+=str(page.extract_text()) |
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return text |
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st.set_page_config(page_title="ATS Resume EXpert") |
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st.header("ATS Tracking System") |
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input_text = st.text_area("Job Description: ", key="input") |
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uploaded_file = st.file_uploader("Upload your resume(PDF)...", type=["pdf"]) |
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if uploaded_file is not None: |
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st.write("PDF Uploaded Successfully") |
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submit1 = st.button("Tell Me About the Resume") |
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submit3 = st.button("Percentage match") |
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input_prompt1 = """ |
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You are an experienced Technical Human Resource Manager,your task is to review the provided resume against the job description, summerize the resume . |
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Please share your professional evaluation on whether the candidate's profile aligns with the job description. |
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Highlight the strengths and weaknesses of the applicant in relation to the specified job description and don't provide data which is not present in the resume. |
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""" |
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input_prompt3 = """ |
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You are an skilled ATS (Applicant Tracking System) scanner with a deep understanding of software engineering , .net framework and ATS functionality, |
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your task is to evaluate the resume against the provided job description. give me the percentage of match if the resume matches with |
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the job description. First the output should come as percentage , summeri of the resume and then all the keywords or skill set or technology missing from the resume in comparision to the job description, |
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last final thoughts and don't provide data which is not present in the resume. |
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""" |
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if submit1: |
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if uploaded_file is not None: |
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pdf_content = input_pdf_text(uploaded_file) |
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response = get_gemini_response(input_prompt1, pdf_content, input_text) |
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st.subheader("The Response is") |
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st.write(response) |
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else: |
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st.write("Please upload the resume") |
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elif submit3: |
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if uploaded_file is not None: |
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pdf_content = input_pdf_text(uploaded_file) |
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response = get_gemini_response(input_prompt3, pdf_content, input_text) |
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st.subheader("The Repsonse is") |
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st.write(response) |
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else: |
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st.write("Please uplaod the resume") |
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