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+# Use the official Python base image
+FROM python:3.10-slim
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y poppler-utils
+
+# Install Python dependencies
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of your app's code
+COPY . /app
+
+# Set the working directory
+WORKDIR /app
+
+# Command to run the app
+CMD ["streamlit", "run", "app.py"]

app.py

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+from dotenv import load_dotenv
+
+load_dotenv()
+import base64
+import streamlit as st
+import os
+import io
+from PIL import Image 
+import pdf2image
+import google.generativeai as genai
+
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+def get_gemini_response(input,pdf_cotent,prompt):
+    model=genai.GenerativeModel('gemini-pro-vision')
+    response=model.generate_content([input,pdf_content[0],prompt])
+    return response.text
+
+
+def input_pdf_setup(uploaded_file):
+    if uploaded_file is not None:
+        ## Convert the PDF to image
+        images=pdf2image.convert_from_bytes(uploaded_file.read())
+
+        first_page=images[0]
+
+        # Convert to bytes
+        img_byte_arr = io.BytesIO()
+        first_page.save(img_byte_arr, format='JPEG')
+        img_byte_arr = img_byte_arr.getvalue()
+
+        pdf_parts = [
+            {
+                "mime_type": "image/jpeg",
+                "data": base64.b64encode(img_byte_arr).decode()  # encode to base64
+            }
+        ]
+        return pdf_parts
+    else:
+        raise FileNotFoundError("No file uploaded")
+
+## Streamlit App
+
+st.set_page_config(page_title="ATS Resume EXpert")
+st.header("ATS Tracking System")
+input_text=st.text_area("Job Description: ",key="input")
+uploaded_file=st.file_uploader("Upload your resume(PDF)...",type=["pdf"])
+
+
+if uploaded_file is not None:
+    st.write('PDF Uploaded Successfully')
+
+submit1=st.button('Tell Me About the Resume')    
+
+submit2=st.button('How Can I Improvise my skills')    
+
+submit3=st.button('What are the Keywords That are Missing')    
+
+submit4=st.button('Percentage Match')    
+
+input_prompt1='''
+ You are an experienced Technical Human Resource Manager,your task is to review the provided resume against the job description. 
+  Please share your professional evaluation on whether the candidate's profile aligns with the role. 
+ Highlight the strengths and weaknesses of the applicant in relation to the specified job requirements.'''
+
+
+input_prompt2='''ou are a skilled Application Tracking System (ATS) specialized in scanning resumes and providing recommendations 
+for skill improvement based on a given job description. Here is the job description and the resume. Please analyze the resume and 
+provide key points on how the candidate can improve their skills to better match the job description.'''
+
+
+input_prompt3='''You are a skilled Application Tracking System (ATS) specialized in scanning resumes and identifying missing keywords
+ or skills based on a given job description. Here is the job description and the resume. Please analyze the resume and provide a list 
+ of missing words or skills.'''
+
+input_prompt4 = """
+You are an skilled ATS (Applicant Tracking System) scanner with a deep understanding of data science and ATS functionality, 
+your task is to evaluate the resume against the provided job description. give me the percentage of match if the resume matches
+the job description. First the output should come as percentage and then keywords missing and last final thoughts.
+"""
+
+if submit1:
+    if uploaded_file is not None:
+        pdf_content=input_pdf_setup(uploaded_file)
+        response=get_gemini_response(input_prompt1,pdf_content,input_text)
+        st.subheader("The Repsonse is")
+        st.write(response)
+    else:
+        st.write("Please uplaod the resume")
+
+
+        st.write("Please uplaod the resume")
+
+elif submit2:
+    if uploaded_file is not None:
+        pdf_content=input_pdf_setup(uploaded_file)
+        response=get_gemini_response(input_prompt2,pdf_content,input_text)
+        st.subheader("The Repsonse is")
+        st.write(response)
+    else:
+        st.write("Please uplaod the resume")
+
+elif submit3:
+    if uploaded_file is not None:
+        pdf_content=input_pdf_setup(uploaded_file)
+        response=get_gemini_response(input_prompt3,pdf_content,input_text)
+        st.subheader("The Repsonse is")
+        st.write(response)
+    else:
+        st.write("Please uplaod the resume")
+
+
+elif submit4:
+    if uploaded_file is not None:
+        pdf_content=input_pdf_setup(uploaded_file)
+        response=get_gemini_response(input_prompt4,pdf_content,input_text)
+        st.subheader("The Repsonse is")
+        st.write(response)
+    else:
+        st.write("Please uplaod the resume")

requirements.txt

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+langchain
+google-generativeai
+streamlit 
+python-dotenv
+pdf2image