Upload app_1.py

app_1.py

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+from dotenv import load_dotenv
+import streamlit as st
+import os
+import PyPDF2 as pdf
+import google.generativeai as genai
+
+load_dotenv()
+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
+
+def input_pdf_setup(uploaded_file):
+    reader = pdf.PdfReader(uploaded_file)
+    text = ""
+    for page in reader.pages:
+        text += str(page.extract_text())
+    return text
+
+# Input prompts
+input_prompt1 = """
+As an experienced Technical Human Resource Manager, your responsibility is to assess the suitability of the provided resume for the specified job description. 
+Please provide your expert evaluation on whether the candidate's profile aligns with the role. 
+Identify and discuss the candidate's strengths and weaknesses in relation to the job requirements.
+Resume Content:
+{text}
+Job Description:
+{input_text}
+"""
+
+input_prompt3 = """
+You are a skilled ATS (Applicant Tracking System) scanner with a profound understanding of data science and ATS functionality. 
+Your task is to evaluate the resume against the provided job description. 
+Provide the percentage match of the resume with the job description, followed by the list of missing keywords, if any, and your final thoughts.
+Resume Content:
+{text}
+Job Description:
+{input_text}
+"""
+input_prompt4 ="""
+You are tasked with providing a concise overall assessment of the resume's quality and suitability for the job.
+Analyze the resume content and provide a brief summary of its strengths, weaknesses, and overall suitability for the specified job description.
+Resume Content:
+{text}
+Job Description:
+{input_text}
+"""
+
+st.set_page_config(page_title="ATS Resume Expert")
+st.header("ATS Tracking System")
+
+input_text = st.text_area("Job Description:", key="input")
+
+min_confidence = st.slider("Minimum Confidence", min_value=0.0, max_value=1.0, value=0.5, step=0.01)
+use_keywords = st.checkbox("Use Keywords Analysis")
+
+with st.sidebar:
+    st.title("Menu:")
+    uploaded_file = st.file_uploader("Upload your resume (PDF)...", type=["pdf"])
+    if uploaded_file is not None:
+        st.success("Done")
+
+submit1 = st.button("Tell Me About the Resume")
+submit3 = st.button("Percentage match")
+submit4 = st.button("Assess Overall Resume Quality")
+
+if submit1:
+    if uploaded_file is not None and input_text:
+        pdf_content = input_pdf_setup(uploaded_file)
+        response = get_gemini_response(input_prompt1.format(text=pdf_content, input_text=input_text))
+        st.subheader("Evaluation of the Resume")
+        st.write(response)
+        st.session_state['uploaded_file'] = None
+    else:
+        st.write("Please upload the resume and provide the job description.")
+
+if submit3:
+    if uploaded_file is not None and input_text:
+        pdf_content = input_pdf_setup(uploaded_file)
+        response = get_gemini_response(input_prompt3.format(text=pdf_content, input_text=input_text))
+        st.subheader("Matching Percentage and Analysis")
+        st.write(response)
+        st.session_state['uploaded_file'] = None
+    else:
+        st.write("Please upload the resume and provide the job description.")
+
+if submit4:
+    if uploaded_file is not None and input_text:
+        pdf_content = input_pdf_setup(uploaded_file)
+        response = get_gemini_response(input_prompt4.format(text=pdf_content, input_text=input_text))
+        st.subheader("Overall Resume Quality Assessment")
+        st.write(response)
+        st.session_state['uploaded_file'] = None
+    else:
+        st.write("Please upload the resume and provide the job description.")