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app.py

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+from dotenv import load_dotenv
+load_dotenv()
+import streamlit as st
+import os
+import google.generativeai as genai
+from PIL import Image
+import pdf2image
+import io
+import base64
+
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+# load gemini model
+def get_gemini_response(input,pdf_content,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:
+        images=pdf2image.convert_from_bytes(uploaded_file.read(),poppler_path=r'C:\Program Files (x86)\poppler\Library\bin')
+        first_page=images[0]
+        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()
+            }
+        
+        ]
+        return pdf_parts
+    else:
+        raise FileNotFoundError("File not found")
+
+
+
+st.set_page_config(page_title="ATS resume checker", page_icon="🔮")
+st.title("Resume checker")
+input = st.text_area("give job description",key="input")
+uploaded_file = st.file_uploader("Upload your resume(pdf)", type=["pdf"])
+if uploaded_file is not None:
+    st.write("File uploaded successfully")
+
+submit1=st.button("Tell me about the resume")
+
+# submit2=st.button("How can I improve my skills")
+
+submit3=st.button("percentage of matching with job description")
+
+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_prompt3 = """
+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,pdf_content,input_prompt1)
+        st.subheader("The response is")
+        st.write(response)
+    else:
+        st.write("Please upload the resume")
+elif submit3:
+    if uploaded_file is not None:
+        pdf_content=input_pdf_setup(uploaded_file)
+        response=get_gemini_response(input,pdf_content,input_prompt3)
+        st.subheader("The response is")
+        st.write(response)
+    else:
+        st.write("Please upload the resume")

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv
+langchain
+PyPDF2
+faiss-cpu
+langchain_google_genai
+pdf2image