Parse resumes from Gmail to Google Sheets with Azure OpenAI GPT-4o

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Description: Stop manually reviewing resumes—let AI do the heavy lifting with this n8n workflow template! Automatically capture resumes from your Gmail inbox, extract key candidate details with AI,...

Best for

HR automation workflows
AI Summarization automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.gmailtrigger, n8n-nodes-base.googledrive, n8n-nodes-base.googlesheets, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatazureopenai, n8n-nodes-base.gmail, n8n-nodes-base.extractfromfile, n8n-nodes-base.code

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Rahul Joshi.

Original n8n.io source

1.1 Workflow description

Title: Parse resumes from Gmail to Google Sheets with Azure OpenAI GPT-4o
Workflow name: Parse resumes from Gmail to Google Sheets with Azure OpenAI GPT-4o

Description:

Stop manually reviewing resumes—let AI do the heavy lifting with this n8n workflow template! Automatically capture resumes from your Gmail inbox, extract key candidate details with AI, and store structured profiles in Google Sheets—ready for your recruitment pipeline.

This automation connects directly to your email inbox, downloads attachments, archives resumes in Google Drive, extracts text from PDFs, and uses AI to identify essential fields like name, email, phone, experience, skills, and education. The parsed candidate data is then cleaned, structured, and saved in Google Sheets for easy access, filtering, and recruiting workflows.

What This Template Does:

📧 Monitors Gmail inbox for resumes (attachments or subject line matches) 📂 Automatically uploads resumes to Google Drive for safe storage 📄 Extracts text content from PDF resumes 🧠 Uses AI to parse resumes into structured JSON fields (name, contact, experience, skills, education) 🔍 Cleans & validates AI output for consistency 📊 Stores candidate details in Google Sheets (auto-update & dedupe) 🌟 Hands-free resume management: from inbox to recruitment sheet

Built-in Logic Ensures:

✔️ Clean JSON-based AI extraction of candidate data ✔️ Deduplication to avoid repeated entries in Google Sheets ✔️ Permanent storage of resumes in Google Drive for compliance & reference ✔️ Ready-to-use candidate database for recruitment teams

Requirements:

Gmail account with incoming resumes
Google Drive for archiving resumes
Google Sheets for structured candidate database
Azure OpenAI (or compatible) account for AI-powered parsing
n8n instance (self-hosted or cloud)

Setup Instructions:

Gmail Trigger: Monitor your inbox for emails with resumes or attachments.
Get Attachment: Download resume files from incoming emails.
Google Drive Upload: Archive resumes in a designated Drive folder.
Download File: Retrieve resumes from Drive for processing.
Extract Text: Convert PDF resumes to plain text.
AI Analysis: Use Azure OpenAI Chat Model to extract candidate details (name, contact, experience, skills, education).
Parse & Clean Data: Format and clean the AI output for consistency.
Google Sheets Append: Store or update candidate info in your recruitment sheet (deduplication included).

Perfect For:

HR & recruiters managing high-volume job applications
Startups building a candidate database without manual effort
Agencies streamlining resume intake & qualification
Talent acquisition teams looking for AI-powered efficiency

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Gmail Trigger

Type / Role: n8n-nodes-base.gmailTrigger - gmailTrigger
Config choices: Version 1

Block 2 - Google Drive Upload

Type / Role: n8n-nodes-base.googleDrive - googleDrive
Config choices: Version 1

Block 3 - Google Sheets Append

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 3

Block 4 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 2.1

Block 5 - Azure OpenAI Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatAzureOpenAi - lmChatAzureOpenAi
Config choices: Version 1

Block 6 - Get the attahcment

Type / Role: n8n-nodes-base.gmail - gmail
Config choices: Version 2.1

Block 7 - Download file

Type / Role: n8n-nodes-base.googleDrive - googleDrive
Config choices: Version 3

Block 8 - Extract from File

Type / Role: n8n-nodes-base.extractFromFile - extractFromFile
Config choices: Version 1

Block 9 - Code

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 10 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 11 - Sticky Note1

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 12 - Sticky Note2

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 13 - Sticky Note3

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 14 - Sticky Note4

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 15 - Sticky Note5

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 16 - Sticky Note6

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 17 - Sticky Note7

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 18 - Sticky Note8

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

3. Summary Table

Workflow	Parse resumes from Gmail to Google Sheets with Azure OpenAI GPT-4o
Complexity	advanced
Nodes	18
Categories	HR, AI Summarization
Author	Rahul Joshi
Published	11 Sept 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/8481/8481.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source HR workflows AI Summarization workflows

Frequently asked questions

What does Parse resumes from Gmail to Google Sheets with Azure OpenAI GPT-4o do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your HR, AI Summarization use case.

Rahul Joshi

269 workflows

Nodes

n8n-nodes-base.gmailtrigger n8n-nodes-base.googledrive n8n-nodes-base.googlesheets @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.lmchatazureopenai n8n-nodes-base.gmail n8n-nodes-base.extractfromfile n8n-nodes-base.code

Complexity

advanced

Published 11 Sept 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/8481/8481.json

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Parse resumes from Gmail to Google Sheets with Azure OpenAI GPT-4o

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Gmail Trigger

Block 2 - Google Drive Upload

Block 3 - Google Sheets Append

Block 4 - AI Agent

Block 5 - Azure OpenAI Chat Model

Block 6 - Get the attahcment

Block 7 - Download file

Block 8 - Extract from File

Block 9 - Code

Block 10 - Sticky Note

Block 11 - Sticky Note1

Block 12 - Sticky Note2

Block 13 - Sticky Note3

Block 14 - Sticky Note4

Block 15 - Sticky Note5

Block 16 - Sticky Note6

Block 17 - Sticky Note7

Block 18 - Sticky Note8

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions