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app.py

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+import io
+
+# from dotenv import load_dotenv
+#
+# load_dotenv()
+
+import streamlit as st
+import os
+from PIL import Image
+import pdf2image
+import google.generativeai as genai
+import base64
+
+
+
+genai.configure(api_key="AIzaSyBqPmsZAJrCsXme9wJBx9o4K71M9c1qzy8")
+
+def ai_output(input, pdf_content, prompt):
+    model = genai.GenerativeModel('gemini-1.5-flash')
+    response = model.generate_content([input, pdf_content[0], prompt])
+    return response.text
+
+def ai_ans(input,prompt):
+    model = genai.GenerativeModel('gemini-1.5-flash')
+    response = model.generate_content([input,prompt])
+    return response.text
+
+def input_pdf_setup(uploaded_file):
+    if uploaded_file is not None:
+        images = pdf2image.convert_from_bytes(uploaded_file.read())
+        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()  # encode to base64
+            }
+        ]
+        return pdf_parts
+    else:
+        raise FileNotFoundError("No file uploaded")
+
+st.set_page_config(page_title="ATS resume Expert")
+st.header("HARIMAY ATS Tracking System")
+input_text = st.text_area("job description: ", key = "input")
+uploaded_file = st.file_uploader("Upload your resume (PDF)....", type=["pdf"])
+job_role = st.text_area("Enter job role", key="job")
+
+
+
+if uploaded_file is not None:
+    st.write("pdf file uploaded successfully")
+
+submit1 = st.button("Tell me about the Resume")
+
+submit2 = st.button("Percentage Match")
+
+submit3 = st.button("Job skills")
+
+
+
+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 = """
+You are an skilled ATS (Applicant Tracking System) scanner with a deep understanding of 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.
+"""
+
+input_prompt3 = """
+You are an advanced career advisor and job market expert with deep insights into various industries. When given a job role, your task is to identify and list the key skills and qualifications that are most commonly required for success in that position. Please provide a structured output that includes:
+
+1. A detailed list of technical and hard skills.
+2. A summary of soft skills crucial for the role.
+3. Recommended educational qualifications and certifications associated with the job.
+"""
+
+if submit1:
+    if uploaded_file is not None:
+        pdf_content = input_pdf_setup(uploaded_file)
+        response = ai_output(input_text,pdf_content,input_prompt1)
+        st.subheader("The Response is...")
+        st.write(response)
+    else:
+        st.write("Please uploaded the Resunme.")
+elif submit2:
+    if uploaded_file is not None:
+        pdf_content = input_pdf_setup(uploaded_file)
+        response = ai_output(input_text,pdf_content,input_prompt2)
+        st.subheader("The Response is...")
+        st.write(response)
+    else:
+        st.write("Please uploaded the Resunme.")
+
+elif submit3:
+        response = ai_ans(job_role,input_prompt3)
+        st.subheader("The Response is...")
+        st.write(response)
+
+with st.expander("Generate Cover Letter"):
+    applicant_name = st.text_input("Enter Your Name")
+    contact_info = st.text_input("Enter Your Contact Information (Email, Phone)")
+    company_name = st.text_input("Enter the Company Name")
+    hiring_manager_name = st.text_input("Enter the Hiring Manager's Name (optional)")
+    job_role = st.text_area("Enter job role")
+
+    if uploaded_file is not None:
+        pdf_content = input_pdf_setup(uploaded_file)
+        cover_letter_button = st.button("Generate Cover Letter")
+        if not applicant_name:
+            st.write("Warning: Applicant's Name is missing.")
+        if not contact_info:
+            st.write("Warning: Contact Information is missing.")
+
+        if cover_letter_button:
+            # Define the input prompt for the cover letter
+            input_prompt_cover_letter = f"""
+            You are an expert cover letter writer. Generate a tailored cover letter using the following details:
+
+            Applicant's Name: {applicant_name}
+            Contact Information: {contact_info}
+            Company Name: {company_name}
+            Hiring Manager's Name: {hiring_manager_name}
+            Job Role/Position Name: {job_role}
+            
+            The cover letter should include an engaging introduction, highlight relevant skills and experiences, 
+            and conclude with a strong closing statement expressing enthusiasm for the role.
+            """
+            cover_letter_response = ai_output(input_text, pdf_content, input_prompt_cover_letter)
+            st.subheader("Generated Cover Letter:")
+            st.write(cover_letter_response)
+    else:
+        st.write("Please upload the Resume to generate a cover letter.")

requirements.txt

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+aiofiles==23.2.1
+aiohappyeyeballs==2.4.3
+aiohttp==3.10.10
+aiosignal==1.3.1
+altair==5.4.1
+annotated-types==0.7.0
+anyio==4.6.2.post1
+asttokens==2.4.1
+attrs==24.2.0
+beautifulsoup4==4.12.3
+blinker==1.9.0
+cachetools==5.5.0
+certifi==2024.8.30
+charset-normalizer==3.4.0
+click==8.1.7
+colorama==0.4.6
+comm==0.2.2
+dataclasses-json==0.6.7
+debugpy==1.8.7
+decorator==5.1.1
+Deprecated==1.2.14
+dirtyjson==1.0.8
+distro==1.9.0
+executing==2.1.0
+fastapi==0.115.5
+ffmpy==0.4.0
+filelock==3.16.1
+frozenlist==1.5.0
+fsspec==2024.10.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-ai-generativelanguage==0.6.10
+google-api-core==2.23.0
+google-api-python-client==2.153.0
+google-auth==2.36.0
+google-auth-httplib2==0.2.0
+google-generativeai==0.8.3
+googleapis-common-protos==1.66.0
+gradio==5.6.0
+gradio_client==1.4.3
+greenlet==3.1.1
+grpcio==1.68.0
+grpcio-status==1.68.0
+h11==0.14.0
+httpcore==1.0.6
+httplib2==0.22.0
+httpx==0.27.2
+huggingface-hub==0.26.2
+idna==3.10
+ipykernel==6.29.5
+ipython==8.29.0
+jedi==0.19.1
+Jinja2==3.1.4
+jiter==0.7.0
+joblib==1.4.2
+jsonschema==4.23.0
+jsonschema-specifications==2024.10.1
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+llama-cloud==0.1.4
+llama-index==0.11.22
+llama-index-agent-openai==0.3.4
+llama-index-cli==0.3.1
+llama-index-core==0.11.22
+llama-index-embeddings-openai==0.2.5
+llama-index-indices-managed-llama-cloud==0.4.0
+llama-index-legacy==0.9.48.post3
+llama-index-llms-openai==0.2.16
+llama-index-multi-modal-llms-openai==0.2.3
+llama-index-program-openai==0.2.0
+llama-index-question-gen-openai==0.2.0
+llama-index-readers-file==0.2.2
+llama-index-readers-llama-parse==0.3.0
+llama-parse==0.5.13
+lxml==5.3.0
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+marshmallow==3.23.1
+matplotlib-inline==0.1.7
+mdurl==0.1.2
+mpmath==1.3.0
+multidict==6.1.0
+mypy-extensions==1.0.0
+narwhals==1.13.5
+nest-asyncio==1.6.0
+networkx==3.4.2
+nltk==3.9.1
+numpy==1.26.4
+openai==1.54.2
+orjson==3.10.11
+packaging==24.1
+pandas==2.2.3
+parso==0.8.4
+pdf2image==1.17.0
+pillow==11.0.0
+platformdirs==4.3.6
+prompt_toolkit==3.0.48
+propcache==0.2.0
+proto-plus==1.25.0
+protobuf==5.28.3
+psutil==6.1.0
+pure_eval==0.2.3
+pyarrow==18.0.0
+pyasn1==0.6.1
+pyasn1_modules==0.4.1
+pydantic==2.9.2
+pydantic_core==2.23.4
+pydeck==0.9.1
+pydub==0.25.1
+Pygments==2.18.0
+PyMuPDF==1.24.13
+pyparsing==3.2.0
+pypdf==4.3.1
+PyPDF2==3.0.1
+python-dateutil==2.9.0.post0
+python-docx==1.1.2
+python-dotenv==1.0.1
+python-multipart==0.0.12
+pytz==2024.2
+PyYAML==6.0.2
+pyzmq==26.2.0
+referencing==0.35.1
+regex==2024.11.6
+requests==2.32.3
+rich==13.9.4
+rpds-py==0.21.0
+rsa==4.9
+ruff==0.7.4
+safehttpx==0.1.1
+safetensors==0.4.5
+scikit-learn==1.5.2
+scipy==1.14.1
+semantic-version==2.10.0
+setuptools==75.5.0
+shellingham==1.5.4
+six==1.16.0
+smmap==5.0.1
+sniffio==1.3.1
+soupsieve==2.6
+SQLAlchemy==2.0.36
+stack-data==0.6.3
+starlette==0.41.2
+streamlit==1.40.1
+striprtf==0.0.26
+sympy==1.13.1
+tenacity==8.5.0
+threadpoolctl==3.5.0
+tiktoken==0.8.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+torch==2.5.1
+tornado==6.4.1
+tqdm==4.67.0
+traitlets==5.14.3
+transformers==4.46.2
+typer==0.13.0
+typing-inspect==0.9.0
+typing_extensions==4.12.2
+tzdata==2024.2
+uritemplate==4.1.1
+urllib3==2.2.3
+uvicorn==0.32.0
+watchdog==6.0.0
+wcwidth==0.2.13
+websockets==12.0
+wrapt==1.16.0
+yarl==1.17.1