Upload 2 files

app.py

@@ -0,0 +1,222 @@
+from dotenv import load_dotenv
+import base64
+import streamlit as st
+import os
+import io
+import PyPDF2 as pdf
+import json
+import google.generativeai as genai
+
+# Load environment variables
+load_dotenv()
+
+# Configure Google Generative AI
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+def get_missing_keywords(resume_text, jd_text):
+    # Tokenize the job description text
+    jd_keywords = set(jd_text.lower().split())
+    # Tokenize the resume text
+    resume_keywords = set(resume_text.lower().split())
+    # Identify missing keywords from JD in the resume
+    missing_keywords = jd_keywords - resume_keywords
+    return list(missing_keywords)
+
+def summarize_job_description(jd_text):
+    # Split job description into sentences
+    sentences = jd_text.split('.')
+    # Take the first few sentences as the summary
+    summary = '. '.join(sentences[:3])  # Change the number to adjust summary length
+    return summary
+
+def get_gemini_repsonse(resume_text, jd_text, option):
+    input_prompt = f"""
+    Hey Act Like a skilled or very experienced ATS (Application Tracking System)
+    with a deep understanding of the tech field, software engineering, data science,
+    data analysis, and big data engineering. 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 the best assistance for improving the resumes.
+    Assign the percentage Matching based on JD and the missing keywords with high accuracy.
+    resume:{resume_text}
+    description:{jd_text}
+    option:{option}
+
+    I want the response in one single string having the structure
+    {{"JD Match":"%","MissingKeywords":[],"Profile Summary":""}}
+    """
+    model = genai.GenerativeModel('gemini-pro')
+    response = model.generate_content(input_prompt)
+    parsed_response = json.loads(response.text)
+    
+    if option == "Review Resume":
+        return resume_text
+    elif option == "%age Match":
+        return f"The resume matches the job description by {parsed_response['JD Match']}."
+    elif option == "Missing Elements":
+        missing_elements = get_missing_keywords(resume_text, jd_text)
+        if missing_elements:
+            return f"The following elements are missing in the resume as required in the job description: {', '.join(missing_elements)}"
+        else:
+            return "All required elements are present in the resume."
+    elif option == "Summarize JD":
+        return summarize_job_description(jd_text)
+
+def input_pdf_text(uploaded_file):
+    reader = pdf.PdfReader(uploaded_file)
+    text = ""
+    for page in reader.pages:
+        text += page.extract_text()
+    return text
+
+# Set background color and padding
+st.markdown(
+    """
+    <style>
+    body {
+        background-color: #add8e6; /* Light blue background */
+        color: #333333;
+        font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+    }
+    .stButton button {
+        border-radius: 25px; /* Rounded border for buttons */
+        width: 150px;
+        padding: 10px 20px;
+        border: none;
+        cursor: pointer;
+        transition: all 0.3s ease;
+        background-color: #add8e6; /* Light blue color for buttons */
+        color: white;
+    }
+    .stButton button:hover {
+        background-color: #87ceeb; /* Darker blue color on hover */
+    }
+    .radio-button-container .css-hgdyqz {
+        display: flex;
+        flex-direction: row;
+    }
+    .radio-button-container .css-17e50e2 label {
+        margin-right: 20px;
+    }
+    .footer {
+        background-color: #add8e6; /* Light blue color */
+        color: white;
+        padding: 20px;
+        text-align: center;
+        border-radius: 10px;
+    }
+    .footer a {
+        color: white;
+        text-decoration: none;
+        margin: 0 10px;
+    }
+    .line {
+        width: 100%;
+        margin-top: 10px;
+        border-top: 1px solid white;
+    }
+    .powered-by {
+        margin-top: 20px;
+        font-size: 14px;
+        display: flex;
+        align-items: center;
+        justify-content: center;
+    }
+    .powered-by img {
+        width: 20px;
+        height: 20px;
+        margin-right: 5px;
+    }
+    .title {
+        font-size: 36px; /* Increased font size */
+        padding: 20px;
+        border-radius: 15px;
+        background-color: #add8e6; /* Light blue color for title */
+        color: white;
+        text-align: center;
+        text-shadow: 2px 2px #333333; /* Adding text shadow effect */
+    }
+    .job-description {
+        border-radius: 15px;
+        padding: 20px;
+        background-color: #ffffff; /* White color for job description */
+        margin-bottom: 20px;
+    }
+    .upload-resume {
+        border-radius: 15px;
+        padding: 20px;
+        background-color: #ffffff; /* White color for resume upload */
+    }
+    .image-container {
+        margin-top: 20px; /* Added margin to create a gap */
+        text-align: center;
+    }
+    .image-container img {
+        margin-bottom: 20px; /* Added margin below the image */
+    }
+    .bright-text {
+        font-weight: bold; /* Make text bold */
+        color: #ff5733; /* Make text colorful */
+    }
+    </style>
+    """,
+    unsafe_allow_html=True,
+)
+
+
+# Image Container with Gap
+st.markdown("<div class='image-container'><img src='https://media.geeksforgeeks.org/wp-content/uploads/20240108181204/Top-10-AI-Resume-Assessment-Tools-copy.webp' style='max-width: 100%;'></div>", unsafe_allow_html=True)
+
+# Job Description Input
+st.markdown("---")
+st.subheader("Job Description")
+jd = st.text_area("Paste the Job Description", height=100)
+
+uploaded_file = st.file_uploader("Upload Your Resume (PDF)", type="pdf", help="Please upload the PDF file of your resume.")
+
+# Options Selection
+st.markdown("---")
+st.subheader("Select Option")
+options = ["Review Resume", 
+           "%age Match", 
+           "Missing Elements", 
+           "Summarize JD"]
+selected_option = st.radio("", options, index=0)
+
+# Analyze Button
+st.markdown("---")
+if st.button("Analyze", key="analyze_button"):  # Key added to the button to change color on each click
+    if uploaded_file is not None and jd != "":
+        resume_text = input_pdf_text(uploaded_file)
+        response = get_gemini_repsonse(resume_text, jd, selected_option)
+        st.subheader(response)
+        if selected_option == "Review Resume":
+            st.markdown("---")
+            st.subheader("Resume Preview:")
+            st.write(resume_text) # Display processed resume text
+    else:
+        st.warning("Please upload the resume and paste the job description before submitting.")
+
+# Footer
+# Image URL
+image_url = "https://cdn.pixabay.com/photo/2023/08/15/14/05/banner-8192025_960_720.png"
+
+# Image HTML
+image_html = f'<img src="{image_url}" style="max-width: 100%; border-radius: 10px;">'
+
+# Footer with Image and Light Blue Color
+footer_with_image_light_blue = f"""
+<div class="footer"> <!-- Light blue background color -->
+    <div class="image-container">{image_html}</div> <!-- Moved the image to the footer -->
+    <div class="line"></div>
+    <div class="connect-text bright-text">Connect with me at</div> <!-- Added Connect with me text with bright color -->
+    <a href="https://github.com/FasilHameed" target="_blank"><img src="https://img.icons8.com/plasticine/30/000000/github.png" alt="GitHub"></a>
+    <a href="https://www.linkedin.com/in/faisal--hameed/" target="_blank"><img src="https://img.icons8.com/plasticine/30/000000/linkedin.png" alt="LinkedIn"></a>
+    <a href="tel:+917006862681"><img src="https://img.icons8.com/plasticine/30/000000/phone.png" alt="Phone"></a>
+    <a href="mailto:faisalhameed763@gmail.com"><img src="https://img.icons8.com/plasticine/30/000000/gmail.png" alt="Gmail"></a>
+    <div class="line"></div>
+    <div class="powered-by bright-text">Powered By <img src="https://img.icons8.com/clouds/30/000000/gemini.png" alt="Gemini"> Gemini 💫 and Streamlit 🚀</div> <!-- Bright color for powered by text -->
+</div>
+"""
+
+# Render Footer with Image and Light Blue Color
+st.markdown(footer_with_image_light_blue, unsafe_allow_html=True)

requirements.txt

@@ -0,0 +1,4 @@
+PyPDF2
+google.generativeai
+python-dotenv
+Streamlit