This workflow corresponds to n8n.io template #17260 — we link there as the canonical source.
This workflow follows the Agent → Chainllm 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 →
{
"id": "L2FIpW4gdf6Ej5xS",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "AI Onboarding Suite",
"tags": [],
"nodes": [
{
"id": "run-ingestion",
"name": "Run Ingestion",
"type": "n8n-nodes-base.manualTrigger",
"position": [
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0
],
"parameters": {},
"typeVersion": 1
},
{
"id": "load-docs-config",
"name": "Load Docs Config",
"type": "n8n-nodes-base.set",
"position": [
32,
0
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "list-handbook-files",
"name": "List Handbook Files",
"type": "n8n-nodes-base.googleDrive",
"onError": "continueErrorOutput",
"position": [
240,
0
],
"parameters": {},
"typeVersion": 3
},
{
"id": "ingestion-failed-note",
"name": "Ingestion Failed Note",
"type": "n8n-nodes-base.set",
"position": [
464,
208
],
"parameters": {},
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},
{
"id": "download-file",
"name": "Download File",
"type": "n8n-nodes-base.googleDrive",
"position": [
464,
0
],
"parameters": {},
"typeVersion": 3
},
{
"id": "extract-text",
"name": "Extract Text",
"type": "n8n-nodes-base.extractFromFile",
"position": [
688,
0
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "insert-knowledge-base",
"name": "Insert into Knowledge Base",
"type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
"position": [
912,
0
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "gemini-embeddings",
"name": "Gemini Embeddings",
"type": "@n8n/n8n-nodes-langchain.embeddingsGoogleGemini",
"position": [
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272
],
"parameters": {},
"typeVersion": 1
},
{
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],
"parameters": {},
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},
{
"id": "split-text",
"name": "Split Text",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
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],
"parameters": {},
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},
{
"id": "chat-trigger",
"name": "Chat Trigger",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
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],
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},
{
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"disabled": true,
"position": [
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],
"parameters": {},
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},
{
"id": "telegram-trigger",
"name": "Telegram Trigger (optional)",
"type": "n8n-nodes-base.telegramTrigger",
"disabled": true,
"position": [
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],
"parameters": {},
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},
{
"id": "normalize-input",
"name": "Normalize Input",
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48,
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],
"parameters": {},
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},
{
"id": "guard-input",
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],
"parameters": {},
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},
{
"id": "invalid-input-reply",
"name": "Invalid Input Reply",
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],
"parameters": {},
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},
{
"id": "assistant-config",
"name": "Assistant Config",
"type": "n8n-nodes-base.set",
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],
"parameters": {},
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},
{
"id": "onboarding-assistant",
"name": "Onboarding Assistant",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
768,
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],
"parameters": {},
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},
{
"id": "groq-chat-model",
"name": "Groq Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatGroq",
"position": [
704,
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],
"parameters": {},
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},
{
"id": "session-memory",
"name": "Session Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
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],
"parameters": {},
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},
{
"id": "company-docs-tool",
"name": "company_docs",
"type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
"position": [
1008,
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],
"parameters": {},
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},
{
"id": "reply-router",
"name": "Reply Router",
"type": "n8n-nodes-base.switch",
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],
"parameters": {},
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},
{
"id": "chat-reply",
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},
{
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"onError": "continueErrorOutput",
"disabled": true,
"position": [
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},
{
"id": "telegram-reply",
"name": "Telegram Reply (optional)",
"type": "n8n-nodes-base.telegram",
"onError": "continueErrorOutput",
"position": [
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],
"parameters": {},
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},
{
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"name": "Reply Failed",
"type": "n8n-nodes-base.noOp",
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],
"parameters": {},
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},
{
"id": "new-hire-trigger",
"name": "New Hire Trigger",
"type": "n8n-nodes-base.googleSheetsTrigger",
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],
"parameters": {},
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},
{
"id": "orchestrator-config",
"name": "Orchestrator Config",
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32,
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],
"parameters": {},
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},
{
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},
{
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"parameters": {},
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{
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],
"parameters": {},
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"alwaysOutputData": true
},
{
"id": "if-new-hire",
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"type": "n8n-nodes-base.if",
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],
"parameters": {},
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},
{
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"name": "Role Checklist",
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"parameters": {},
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},
{
"id": "eng-checklist",
"name": "Engineering Checklist",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {},
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},
{
"id": "mkt-checklist",
"name": "Marketing Checklist",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {},
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},
{
"id": "gen-checklist",
"name": "General Checklist",
"type": "n8n-nodes-base.set",
"position": [
1168,
1648
],
"parameters": {},
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},
{
"id": "write-welcome-email",
"name": "Write Welcome Email",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1408,
1408
],
"parameters": {},
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},
{
"id": "groq-model-welcome",
"name": "Groq Model (Welcome)",
"type": "@n8n/n8n-nodes-langchain.lmChatGroq",
"position": [
1408,
1632
],
"parameters": {},
"typeVersion": 1
},
{
"id": "send-welcome-email",
"name": "Send Welcome Email",
"type": "n8n-nodes-base.gmail",
"onError": "continueErrorOutput",
"position": [
1680,
1408
],
"parameters": {},
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},
{
"id": "log-email-failure",
"name": "Log Email Failure",
"type": "n8n-nodes-base.noOp",
"position": [
1888,
1568
],
"parameters": {},
"typeVersion": 1
},
{
"id": "create-onboarding-folder",
"name": "Create Onboarding Folder",
"type": "n8n-nodes-base.googleDrive",
"onError": "continueErrorOutput",
"position": [
1888,
1408
],
"parameters": {},
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},
{
"id": "log-folder-failure",
"name": "Log Folder Failure",
"type": "n8n-nodes-base.noOp",
"position": [
2112,
1568
],
"parameters": {},
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},
{
"id": "share-folder-hire",
"name": "Share Folder With Hire",
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"onError": "continueRegularOutput",
"position": [
2112,
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],
"parameters": {},
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{
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"disabled": true,
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{
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],
"parameters": {},
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{
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{
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{
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{
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{
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{
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],
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},
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{
"id": "b37ab14b-c2df-4eab-9bb1-4e7af4820f34",
"name": "Note: Going to Production",
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],
"parameters": {
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},
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},
{
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"name": "Daily Check-in Trigger",
"type": "n8n-nodes-base.scheduleTrigger",
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"parameters": {},
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},
{
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"parameters": {},
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{
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{
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464,
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"parameters": {},
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},
{
"id": "6a3e2831-d2e7-48c0-b4de-27e6027283ff",
"name": "Find Due Milestones",
"type": "n8n-nodes-base.code",
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464,
2000
],
"parameters": {},
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},
{
"id": "3b3f544f-2f80-4f7e-8ce6-b3086861d147",
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"parameters": {},
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{
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"name": "Day 1 Brief",
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{
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{
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"parameters": {},
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},
{
"id": "9fed594f-87cc-45c8-9c96-8202e51ffcd1",
"name": "Write Check-in Email",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
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],
"parameters": {},
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},
{
"id": "f0680534-157c-414e-a6d0-494ffa0c5007",
"name": "Groq Model (Check-in)",
"type": "@n8n/n8n-nodes-langchain.lmChatGroq",
"position": [
1136,
2192
],
"parameters": {},
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},
{
"id": "e079aae0-5666-412b-9268-497ad779a5f4",
"name": "Send Check-in",
"type": "n8n-nodes-base.gmail",
"onError": "continueErrorOutput",
"position": [
1392,
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"parameters": {},
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},
{
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"type": "n8n-nodes-base.noOp",
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],
"parameters": {},
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},
{
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1616,
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},
{
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"name": "Mark D1 Sent",
"type": "n8n-nodes-base.googleSheets",
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},
{
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},
{
"id": "09be2a6e-8b39-46c5-8f5d-73bb368a577b",
"name": "Mark D30 Sent",
"type": "n8n-nodes-base.googleSheets",
"position": [
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],
"parameters": {},
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}
],
"active": false,
"settings": {
"binaryMode": "separate",
"executionOrder": "v1"
},
"versionId": "e9734ff2-71f2-49c7-8129-f9798bb47eb3",
"nodeGroups": [],
"connections": {
"Doc Loader": {
"ai_document": [
[
{
"node": "Insert into Knowledge Base",
"type": "ai_document",
"index": 0
}
]
]
},
"Guard Hire": {
"main": [
[
{
"node": "Check Not Already Onboarded",
"type": "main",
"index": 0
}
],
[
{
"node": "Skip Row",
"type": "main",
"index": 0
}
]
]
},
"Split Text": {
"ai_textSplitter": [
[
{
"node": "Doc Loader",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"Day 1 Brief": {
"main": [
[
{
"node": "Write Check-in Email",
"type": "main",
"index": 0
}
]
]
},
"Day 7 Brief": {
"main": [
[
{
"node": "Write Check-in Email",
"type": "main",
"index": 0
}
]
]
},
"Guard Input": {
"main": [
[
{
"node": "Assistant Config",
"type": "main",
"index": 0
}
],
[
{
"node": "Invalid Input Reply",
"type": "main",
"index": 0
}
]
]
},
"If New Hire": {
"main": [
[
{
"node": "Role Checklist",
"type": "main",
"index": 0
}
],
[
{
"node": "Skip Row",
"type": "main",
"index": 0
}
]
]
},
"Chat Trigger": {
"main": [
[
{
"node": "Normalize Input",
"type": "main",
"index": 0
}
]
]
},
"Day 30 Brief": {
"main": [
[
{
"node": "Write Check-in Email",
"type": "main",
"index": 0
}
]
]
},
"Extract Text": {
"main": [
[
{
"node": "Insert into Knowledge Base",
"type": "main",
"index": 0
}
]
]
},
"Reply Router": {
"main": [
[
{
"node": "Chat Reply",
"type": "main",
"index": 0
}
],
[
{
"node": "Slack Reply (optional)",
"type": "main",
"index": 0
}
],
[
{
"node": "Telegram Reply (optional)",
"type": "main",
"index": 0
}
]
]
},
"company_docs": {
"ai_tool": [
[
{
"node": "Onboarding Assistant",
"type": "ai_tool",
"index": 0
}
]
]
},
"Download File": {
"main": [
[
{
"node": "Extract Text",
"type": "main",
"index": 0
}
]
]
},
"Run Ingestion": {
"main": [
[
{
"node": "Load Docs Config",
"type": "main",
"index": 0
}
]
]
},
"Send Check-in": {
"main": [
[
{
"node": "Mark Sent Router",
"type": "main",
"index": 0
}
],
[
{
"node": "Log Check-in Failure",
"type": "main",
"index": 0
}
]
]
},
"Role Checklist": {
"main": [
[
{
"node": "Engineering Checklist",
"type": "main",
"index": 0
}
],
[
{
"node": "Marketing Checklist",
"type": "main",
"index": 0
}
],
[
{
"node": "General Checklist",
"type": "main",
"index": 0
}
]
]
},
"Session Memory": {
"ai_memory": [
[
{
"node": "Onboarding Assistant",
"type": "ai_memory",
"index": 0
}
]
]
},
"Check-in Config": {
"main": [
[
{
"node": "Read Tracking Sheet",
"type": "main",
"index": 0
}
]
]
},
"Groq Chat Model": {
"ai_languageModel": [
[
{
"node": "Onboarding Assistant",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Normalize Input": {
"main": [
[
{
"node": "Guard Input",
"type": "main",
"index": 0
}
]
]
},
"Assistant Config": {
"main": [
[
{
"node": "Onboarding Assistant",
"type": "main",
"index": 0
}
]
]
},
"Load Docs Config": {
"main": [
[
{
"node": "List Handbook Files",
"type": "main",
"index": 0
}
]
]
},
"Mark Sent Router": {
"main": [
[
{
"node": "Mark D1 Sent",
"type": "main",
"index": 0
}
],
[
{
"node": "Mark D7 Sent",
"type": "main",
"index": 0
}
],
[
{
"node": "Mark D30 Sent",
"type": "main",
"index": 0
}
]
]
},
"Milestone Router": {
"main": [
[
{
"node": "Day 1 Brief",
"type": "main",
"index": 0
}
],
[
{
"node": "Day 7 Brief",
"type": "main",
"index": 0
}
],
[
{
"node": "Day 30 Brief",
"type": "main",
"index": 0
}
]
]
},
"New Hire Trigger": {
"main": [
[
{
"node": "Orchestrator Config",
"type": "main",
"index": 0
}
]
]
},
"Gemini Embeddings": {
"ai_embedding": [
[
{
"node": "Insert into Knowledge Base",
"type": "ai_embedding",
"index": 0
},
{
"node": "company_docs",
"type": "ai_embedding",
"index": 0
}
]
]
},
"General Checklist": {
"main": [
[
{
"node": "Write Welcome Email",
"type": "main",
"index": 0
}
]
]
},
"Send Welcome Email": {
"main": [
[
{
"node": "Create Onboarding Folder",
"type": "main",
"index": 0
}
],
[
{
"node": "Log Email Failure",
"type": "main",
"index": 0
}
]
]
},
"Find Due Milestones": {
"main": [
[
{
"node": "Milestone Router",
"type": "main",
"index": 0
}
]
]
},
"Invalid Input Reply": {
"main": [
[
{
"node": "Reply Router",
"type": "main",
"index": 0
}
]
]
},
"List Handbook Files": {
"main": [
[
{
"node": "Download File",
"type": "main",
"index": 0
}
],
[
{
"node": "Ingestion Failed Note",
"type": "main",
"index": 0
}
]
]
},
"Marketing Checklist": {
"main": [
[
{
"node": "Write Welcome Email",
"type": "main",
"index": 0
}
]
]
},
"Orchestrator Config": {
"main": [
[
{
"node": "Guard Hire",
"type": "main",
"index": 0
}
]
]
},
"Read Tracking Sheet": {
"main": [
[
{
"node": "Find Due Milestones",
"type": "main",
"index": 0
}
],
[
{
"node": "Read Tracking Failed",
"type": "main",
"index": 0
}
]
]
},
"Write Welcome Email": {
"main": [
[
{
"node": "Send Welcome Email",
"type": "main",
"index": 0
}
]
]
},
"Groq Model (Welcome)": {
"ai_languageModel": [
[
{
"node": "Write Welcome Email",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Onboarding Assistant": {
"main": [
[
{
"node": "Reply Router",
"type": "main",
"index": 0
}
]
]
},
"Write Check-in Email": {
"main": [
[
{
"node": "Send Check-in",
"type": "main",
"index": 0
}
]
]
},
"Engineering Checklist": {
"main": [
[
{
"node": "Write Welcome Email",
"type": "main",
"index": 0
}
]
]
},
"Groq Model (Check-in)": {
"ai_languageModel": [
[
{
"node": "Write Check-in Email",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Daily Check-in Trigger": {
"main": [
[
{
"node": "Check-in Config",
"type": "main",
"index": 0
}
]
]
},
"Share Folder With Hire": {
"main": [
[
{
"node": "Notify Slack (optional)",
"type": "main",
"index": 0
}
]
]
},
"Slack Reply (optional)": {
"main": [
[],
[
{
"node": "Reply Failed",
"type": "main",
"index": 0
}
]
]
},
"Notify Slack (optional)": {
"main": [
[
{
"node": "Log to Tracking",
"type": "main",
"index": 0
}
]
]
},
"Create Onboarding Folder": {
"main": [
[
{
"node": "Share Folder With Hire",
"type": "main",
"index": 0
}
],
[
{
"node": "Log Folder Failure",
"type": "main",
"index": 0
}
]
]
},
"Slack Trigger (optional)": {
"main": [
[
{
"node": "Normalize Input",
"type": "main",
"index": 0
}
]
]
},
"Telegram Reply (optional)": {
"main": [
[],
[
{
"node": "Reply Failed",
"type": "main",
"index": 0
}
]
]
},
"Check Not Already Onboarded": {
"main": [
[
{
"node": "If New Hire",
"type": "main",
"index": 0
}
]
]
},
"Telegram Trigger (optional)": {
"main": [
[
{
"node": "Normalize Input",
"type": "main",
"index": 0
}
]
]
}
}
}
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About this workflow
This workflow ingests onboarding documents from Google Drive into an in-memory vector store with Google Gemini embeddings, then runs a multi-channel onboarding chatbot powered by Groq, sends role-based welcome emails via Gmail when a new hire appears in Google Sheets, and…
Source: https://n8n.io/workflows/17260/ — original creator credit. Request a take-down →
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