diff --git a/atsllm/app.py b/atsllm/app.py new file mode 100644 index 0000000..e45cfb3 --- /dev/null +++ b/atsllm/app.py @@ -0,0 +1,54 @@ +import streamlit as st +import google.generativeai as genai +import os +import PyPDF2 as pdf +from dotenv import load_dotenv +import json + +load_dotenv() ## load all our environment variables + +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 + +#Prompt Template + +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 thr 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) \ No newline at end of file diff --git a/atsllm/requirements.txt b/atsllm/requirements.txt new file mode 100644 index 0000000..8aed048 --- /dev/null +++ b/atsllm/requirements.txt @@ -0,0 +1,4 @@ +streamlit +PyPDF2 +google.generativeai +python-dotenv \ No newline at end of file