Angel Menendez This workflow corresponds to n8n.io template #5752 — we link there as the canonical source.
This workflow follows the Agent → Chat Trigger recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"meta": {
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},
"nodes": [
{
"id": "98df1ef4-b57a-43a6-a928-d765559f747c",
"name": "When chat message received",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-100,
1140
],
"parameters": {
"options": {
"allowFileUploads": true
}
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"typeVersion": 1.1
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{
"id": "94e30376-80da-497e-830f-21dae01580f5",
"name": "Switch",
"type": "n8n-nodes-base.switch",
"position": [
120,
1014
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "CSV",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "fcf85095-1221-4490-9d30-e10d7c3b686c",
"operator": {
"type": "string",
"operation": "contains"
},
"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".csv"
}
]
},
"renameOutput": true
},
{
"outputKey": "HTML",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
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"combinator": "and",
"conditions": [
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"operator": {
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"operation": "contains"
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"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".html"
}
]
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"renameOutput": true
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{
"outputKey": "ODS",
"conditions": {
"options": {
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"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
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"combinator": "and",
"conditions": [
{
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"operator": {
"type": "string",
"operation": "contains"
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"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".ods"
}
]
},
"renameOutput": true
},
{
"outputKey": "PDF",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
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"combinator": "and",
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"operator": {
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"operation": "contains"
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"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".pdf"
}
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"renameOutput": true
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{
"outputKey": "RTF",
"conditions": {
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"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
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"combinator": "and",
"conditions": [
{
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"operator": {
"type": "string",
"operation": "contains"
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"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".rtf"
}
]
},
"renameOutput": true
},
{
"outputKey": "TXT",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
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"combinator": "and",
"conditions": [
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"operator": {
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"operation": "contains"
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"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".txt"
}
]
},
"renameOutput": true
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{
"outputKey": "XML",
"conditions": {
"options": {
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"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
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"combinator": "and",
"conditions": [
{
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"operator": {
"type": "string",
"operation": "contains"
},
"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".xml"
}
]
},
"renameOutput": true
},
{
"outputKey": "XLS",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
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"operator": {
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"operation": "contains"
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"leftValue": "={{ $json.files[0].fileName.toLowerCase() }}",
"rightValue": ".xls"
}
]
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"renameOutput": true
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]
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"options": {
"fallbackOutput": "extra"
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"typeVersion": 3.2
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"name": "Edit Fields",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "70ba1c39-f90f-44ac-9fdc-9a8a8d188484",
"name": "text",
"type": "string",
"value": "={{ $json.text }}"
}
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{
"id": "b752e83e-3052-43d1-9418-4d433e351614",
"name": "AI Agent1",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1000,
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],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemMessage": "You are a helpful assistant that extracts email, name, skills, and education from resume text. "
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.9
},
{
"id": "0944cce4-d5b7-4e48-a466-1aa8f3b76e26",
"name": "OpenAI Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
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],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "58a42607-b1b4-43e0-884f-5a13e706edf8",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
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],
"parameters": {
"jsonSchemaExample": "{\n \"name\": \"Angel Menendez\",\n \"email\": \"user@example.com\",\n \"skills\": \"JavaScript, Node.js, n8n, Docker, REST APIs\",\n \"education\": \"B.S. in Computer Science, University of Arizona, 2010\"\n}\n"
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"typeVersion": 1.2
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"name": "Validate Output",
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"onError": "continueErrorOutput",
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"assignments": {
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"name": "output.name",
"type": "string",
"value": "={{ $json.output.name }}"
},
{
"id": "bf28519f-f8e3-4b26-bee4-7758340df194",
"name": "output.email",
"type": "string",
"value": "={{ $json.output.email }}"
},
{
"id": "24975388-f25a-4c86-a995-9ec2cf819c13",
"name": "output.skills",
"type": "string",
"value": "={{ $json.output.skills }}"
},
{
"id": "c410f2d2-00e1-499b-9346-553164881465",
"name": "output.education",
"type": "string",
"value": "={{ $json.output.education }}"
}
]
}
},
"typeVersion": 3.4
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{
"id": "1235bbab-c227-4054-b8ce-007f39a805f5",
"name": "Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"disabled": true,
"position": [
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],
"parameters": {
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": ""
},
"documentId": {
"__rl": true,
"mode": "list",
"value": ""
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6
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{
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"name": "Edit Fields1",
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"position": [
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"parameters": {
"options": {},
"assignments": {
"assignments": [
{
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"name": "output",
"type": "string",
"value": "Unable to parse the agent outputs"
}
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{
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"name": "Edit Fields2",
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"position": [
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"parameters": {
"options": {},
"assignments": {
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{
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"name": "output",
"type": "string",
"value": "Unable to parse the file data"
}
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{
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"assignments": [
{
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"name": "output",
"type": "string",
"value": "=Name: {{ $json.output.name }}\nEmail: {{ $json.output.email }}\nSkills: {{ $json.output.skills }}\nEducation: {{ $json.output.education }}"
}
]
}
},
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{
"id": "5d4372fc-d63b-49d2-a2b6-70fd194ba550",
"name": "Extract from CSV",
"type": "n8n-nodes-base.extractFromFile",
"position": [
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],
"parameters": {
"options": {},
"binaryPropertyName": "data0"
},
"typeVersion": 1
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{
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"name": "Extract from HTML",
"type": "n8n-nodes-base.extractFromFile",
"position": [
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],
"parameters": {
"options": {},
"operation": "html",
"binaryPropertyName": "data0"
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"typeVersion": 1
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{
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"name": "Extract from ODS",
"type": "n8n-nodes-base.extractFromFile",
"position": [
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"parameters": {
"options": {},
"operation": "ods",
"binaryPropertyName": "data0"
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{
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"name": "Extract from PDF",
"type": "n8n-nodes-base.extractFromFile",
"position": [
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"parameters": {
"options": {},
"operation": "pdf",
"binaryPropertyName": "data0"
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"typeVersion": 1
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{
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"name": "Extract from RTF",
"type": "n8n-nodes-base.extractFromFile",
"position": [
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],
"parameters": {
"options": {},
"operation": "rtf",
"binaryPropertyName": "data0"
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"typeVersion": 1
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{
"id": "279cc40d-373a-48e3-9f53-4498d0181302",
"name": "Extract from TXT",
"type": "n8n-nodes-base.extractFromFile",
"position": [
560,
1340
],
"parameters": {
"options": {},
"operation": "text",
"destinationKey": "text",
"binaryPropertyName": "data0"
},
"typeVersion": 1
},
{
"id": "7aa0c6f1-2630-4e0d-90e8-cd0d060327b2",
"name": "Extract from XLS",
"type": "n8n-nodes-base.extractFromFile",
"position": [
560,
1740
],
"parameters": {
"options": {},
"operation": "xls",
"binaryPropertyName": "data0"
},
"typeVersion": 1
},
{
"id": "f65cf46c-3482-4757-a087-3f48cb19c30b",
"name": "Extract from XML",
"type": "n8n-nodes-base.extractFromFile",
"position": [
560,
1540
],
"parameters": {
"options": {},
"operation": "xml",
"destinationKey": "text",
"binaryPropertyName": "data0"
},
"typeVersion": 1
},
{
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"name": "Aggregate",
"type": "n8n-nodes-base.aggregate",
"position": [
560,
340
],
"parameters": {
"options": {},
"aggregate": "aggregateAllItemData",
"destinationFieldName": "text"
},
"typeVersion": 1
}
],
"connections": {
"Switch": {
"main": [
[
{
"node": "Extract from CSV",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract from HTML",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract from ODS",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract from PDF",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract from RTF",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract from TXT",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract from XML",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract from XLS",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields2",
"type": "main",
"index": 0
}
]
]
},
"AI Agent1": {
"main": [
[
{
"node": "Validate Output",
"type": "main",
"index": 0
}
]
]
},
"Aggregate": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "AI Agent1",
"type": "main",
"index": 0
}
]
]
},
"Google Sheets": {
"main": [
[
{
"node": "Edit Fields3",
"type": "main",
"index": 0
}
]
]
},
"Validate Output": {
"main": [
[
{
"node": "Google Sheets",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields1",
"type": "main",
"index": 0
}
]
]
},
"Extract from CSV": {
"main": [
[
{
"node": "Aggregate",
"type": "main",
"index": 0
}
]
]
},
"Extract from ODS": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Extract from PDF": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Extract from RTF": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Extract from TXT": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Extract from XLS": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Extract from XML": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Extract from HTML": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model1": {
"ai_languageModel": [
[
{
"node": "AI Agent1",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "AI Agent1",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
}
}
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
googleSheetsOAuth2ApiopenAiApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
This workflow is perfect for HR teams, recruiters, and hiring platforms that need to automate the extraction of key candidate details—like name, email, skills, and education—from resume files submitted in various formats.
Source: https://n8n.io/workflows/5752/ — original creator credit. Request a take-down →
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