Automate CV Screening with OpenAI and Supabase
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Streamline recruitment by using n8n to automatically screen CVs with OpenAI's AI and store results in Supabase. This workflow automates CV extraction, analysis, and data storage.
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About This Workflow
Overview
This n8n workflow automates the initial CV screening process, significantly speeding up recruitment for HR professionals and hiring managers. It addresses the challenge of manually reviewing numerous applications by leveraging AI for intelligent analysis. The workflow downloads CVs, extracts text data, sends it to OpenAI for detailed analysis (including a matching score and suitability summary), and then stores the results in Supabase for easy access and further processing.
This workflow is ideal for organizations handling a high volume of applications, aiming to improve efficiency and accuracy in their candidate assessment.
Key Features
- Automated CV downloading from direct URLs.
- Text extraction from PDF documents.
- AI-powered analysis of CVs against job descriptions using OpenAI.
- Structured data storage of analysis results in Supabase.
- Customizable prompts and JSON schema for OpenAI responses.
How To Use
- Configure
Set Variablesnode: Update thefile_urlwith the direct link to the CV andjob_descriptionwith the relevant job posting. - Configure
OpenAI - Analyze CVnode: Ensure your OpenAI API credential is correctly set up and replace the placeholder credential with your actual one. - Define OpenAI Prompt and Schema: In the
Set Variablesnode, customize thepromptandjson_schemato tailor the analysis performed by OpenAI to your specific needs. - Test the workflow: Click 'Test workflow' on the
When clicking ‘Test workflow’node to run the automation. - Verify Results: Check your Supabase database (or wherever you configure storage) for the stored analysis results.
Apps Used
Workflow JSON
{
"id": "b225713d-6821-4861-9183-2a73e82e4099",
"name": "Automate CV Screening with OpenAI and Supabase",
"nodes": 0,
"category": "HR and Recruitment",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: b225713d-6821...
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