import streamlit as st from dotenv import load_dotenv load_dotenv() import os import PyPDF2 as pdf import google.generativeai as genai genai.configure(api_key=os.getenv("GOOGLE_API_KEY")) def get_gemini_repsonse(input): model=genai.GenerativeModel('gemini-pro') response=model.generate_content(input) return response.text def input_pdf_text(uploaded_file): reader=pdf.PdfReader(uploaded_file) text="" for page in range(len(reader.pages)): page=reader.pages[page] text+=str(page.extract_text()) return text input_prompt=""" Hey Act Like a skilled or very experience ATS(Application Tracking System) with a deep understanding of tech field,software engineering,data science ,data analyst and big data engineer. Your task is to evaluate the resume based on the given job description. You must consider the job market is very competitive and you should provide best assistance for improving the resumes. Assign the percentage Matching based on Jd and the missing keywords with high accuracy resume:{text} description:{jd} I want the response in one single string having the structure {{"JD Match":"%","MissingKeywords:[]","Profile Summary":""}} """ ## streamlit app st.title("Smart ATS") st.text("Improve Your Resume ATS") jd=st.text_area("Paste the Job Description") uploaded_file=st.file_uploader("Upload Your Resume",type="pdf",help="Please uplaod the pdf") submit = st.button("Submit") if submit: if uploaded_file is not None: text=input_pdf_text(uploaded_file) response=get_gemini_repsonse(input_prompt) st.subheader(response)