AutoRecruit

A platform to create custom job application forms, analyze candidate responses, and rank applicants based on role fit using LLMs.

AutoRecruit enables you to:

• Instantly generate custom Google Forms for any job description.
• Securely authenticate and manage forms and responses via Google OAuth
• Collect applicant responses in real time, directly into your Google Drive
• Analyze and visualize application trends, experience levels, and top skills with interactive dashboards
• Use Gemini to automatically score and rank applicants, providing detailed strengths, concerns, and fit summaries
• Download all applicant data as CSV for further offline analysis

Technical Details

• Langchain to connect with Gemini models
• Google API Python Client to create/manage Google Forms and fetch responses.
• Streamlit: For UI, app logic, and built-in OAuth authentication.

Homepage

Created Form

Analysis and Ranking

Google Cloud Platform (GCP) Setup for AutoRecruit

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1. Create a GCP Project

• Go to Google Cloud Console.
• Click on the project dropdown (top left), then New Project.
• Give your project a name (e.g., autorecruit-app).

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2. Enable Required APIs

• In your project, go to APIs & Services > Library.
• Enable these APIs:
  • Google Forms API
  • Google Drive API
  • OAuth 2.0 Client IDs (automatically enabled)

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3. Configure OAuth Consent Screen

• Go to APIs & Services > OAuth consent screen.
• Choose External (for most use cases).
• Fill in the app name, user support email, and developer contact info.
• Add test users (your email for development).
• Under Scopes, add:
  • openid
  • email
  • profile
  • https://www.googleapis.com/auth/forms.body
  • https://www.googleapis.com/auth/drive.file
• Save and continue.

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4. Create OAuth 2.0 Credentials

• Go to APIs & Services > Credentials.
• Click + CREATE CREDENTIALS > OAuth client ID.
• Choose Web application.
• Name it (e.g., autorecruit-streamlit).
• Add these Authorized redirect URIs:
  • http://localhost:8501/oauth2callback
  • http://localhost:8501/_stcore/oauth/callback
• Click Create and Download the credentials.json file.

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5. Configure Streamlit Secrets

• In your project, create .streamlit/secrets.toml:
• [auth] redirect_uri = "http://localhost:8501/oauth2callback" cookie_secret = "your-random-secret-string" client_id = "YOUR_CLIENT_ID.apps.googleusercontent.com" client_secret = "YOUR_CLIENT_SECRET" server_metadata_url = "https://accounts.google.com/.well-known/openid-configuration"
• Replace YOUR_CLIENT_ID and YOUR_CLIENT_SECRET with values from your downloaded credentials.

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6. (Optional) Deploy to Streamlit Cloud

• Add your deployed app URL (e.g., https://your-app-name.streamlit.app/oauth2callback and https://your-app-name.streamlit.app/_stcore/oauth/callback) as additional redirect URIs in GCP.

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7. Test the App

• Upload credentials.json if prompted.
• Log in with Google and authorize API access.
• You’re ready to use AutoRecruit!

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