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.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

README.md

@@ -1,13 +1 @@
----
-title: HTF2024
-emoji: 🐠
-colorFrom: gray
-colorTo: gray
-sdk: streamlit
-sdk_version: 1.31.0
-app_file: app.py
-pinned: false
-license: apache-2.0
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Resume-ATS-Tracking

app.py

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+from dotenv import load_dotenv
+
+load_dotenv()
+
+import streamlit as st
+import os
+import io
+import base64
+from PIL import Image
+import pdf2image
+
+import google.generativeai as genai
+
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+os.environ["PATH"] += os.pathsep + "/usr/bin"
+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):
+    # Converting the PDF to Image
+    if uploaded_file is not None:
+        images = pdf2image.convert_from_bytes(uploaded_file.read(), poppler_path="/usr/bin")
+        
+        first_page = images[0]
+        
+        # Convert into 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 base 64
+            }
+        ]
+        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 a Resume (PDF)", type="pdf")
+
+if uploaded_file is not None:
+    st.write("PDF uploaded successfully")
+    
+## THE 4 BUTTONS OF THE APPLICATION:    
+submit1 = st.button("Review My Resume")
+
+submit2 = st.button("How can I improvise my skills")
+
+submit3 = st.button("Percentage Match")
+
+submit4 = st.button("What are the Keywords that are Missing?")
+
+submit5 = st.button("Technical Skills")
+
+# for the above buttons, we have an example input prompt:
+input_prompt1 = """
+You are an experienced HR with Tech Experience in the field of Data Science, Full Stack Web Development,
+Devops, Data Analyst, your task is to review the provided resume 
+against the job description for these profiles. 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 experienced and skilled ATS (Application Tracking System) scanner with a deep understanding of
+data science, full stack web development, devops, data analyst, and deep ATS functionality. Your task is 
+to evaluate the resume and then provide the candidate with insights on how they can improvise
+their skills according to the job description provided. Jot down bullet points on how the candidate can
+improvise their skills so that they can align with the job description.
+"""
+
+input_prompt3 = """
+You are a skilled ATS (Applicant Tracking System) scanner with a deep understanding of Data Science,
+Full Stack Web Development, Devops, Data Analyst, and deep 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_prompt4 = """
+You are a skilled ATS (Applicant Tracking System) scanner with a deep understanding of Data Science,
+Full Stack Web Development, DevOps, and Data Analyst roles. The job description has several keywords
+that are important for the role. Your task is to evaluate the resume against the provided job description
+and then provide the candidate with insights on the keywords that are missing in the resume.
+Provide the candidate with the missing keywords and how they can improvise their resume to 
+align with the job description.
+Jot down the missing keywords along with reasons why they are important for the role in a list manner."""
+
+input_prompt5 = """
+You are a skilled ATS (Applicant Tracking System) scanner with a deep understanding of Data Science and 
+Full Stack Web Development roles. Your task is to filter out the technical skills from the resume and
+then mention them in bullet points in the output. There should be no other information in the output. 
+"""
+
+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("Recommendation by the A.I.")
+        st.write(response)
+    else:
+        st.write("Please upload the Resume PDF")
+        
+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("Recommendation by the A.I.")
+        st.write(response)
+    else:
+        st.write("Please upload the Resume PDF")
+
+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("Recommendation by the A.I.")
+        st.write(response)
+    else:
+        st.write("Please upload the Resume PDF")
+        
+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("Recommendation by the A.I.")
+        st.write(response)
+    else:
+        st.write("Please upload the Resume PDF")
+
+elif submit5:
+    if uploaded_file is not None:
+        pdf_content = input_pdf_setup(uploaded_file)
+        response = get_gemini_response(input_prompt5, pdf_content, input_text)
+        st.subheader("Here is a list of your Technical Skills")
+        st.write(response)
+    else:
+        st.write("Please upload the Resume PDF")
+        
+
+

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv
+pdf2image
+PyPDF2