Tianyi This workflow corresponds to n8n.io template #3629 — we link there as the canonical source.
This workflow follows the Agent → OpenAI Embeddings 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": "MMiaDhUfsB5mqTY7",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "MyAIAgentTeam:Email,Meeting,WebSearch,Notion,Tweet,RAG_PUBLIC",
"tags": [
{
"id": "W7eaE1NVqTisi5k2",
"name": "RAG",
"createdAt": "2025-01-26T15:21:53.716Z",
"updatedAt": "2025-01-26T15:21:53.716Z"
}
],
"nodes": [
{
"id": "1321c496-d6f9-4848-90da-e4f1daca28ba",
"name": "Telegram Trigger",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
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],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "8dba26e5-c046-43c5-a531-16e1dfc4e46e",
"name": "Switch",
"type": "n8n-nodes-base.switch",
"position": [
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-300
],
"parameters": {},
"typeVersion": 3.2
},
{
"id": "bb5e6ef2-b4a3-48d3-8ec0-a25ca4c73880",
"name": "OpenAI",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
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-300
],
"parameters": {},
"typeVersion": 1.8
},
{
"id": "714edd4b-c000-4fff-9bf2-8e977ff5c131",
"name": "OpenAI1",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
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],
"parameters": {},
"typeVersion": 1.8
},
{
"id": "aeba0720-6018-447b-a837-268ecdfda8e4",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
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-300
],
"parameters": {},
"typeVersion": 1.7
},
{
"id": "0c9dd0e1-e02e-4516-9e1c-9265fdaeb1fb",
"name": "Telegram",
"type": "n8n-nodes-base.telegram",
"position": [
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],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "6901ad71-e1b9-4398-80a3-9529c25fb3b3",
"name": "Edit Fields_Audio",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "6d256ada-bee3-4b04-b353-18598addd3df",
"name": "Edit Fields_Image",
"type": "n8n-nodes-base.set",
"position": [
520,
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],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "564a7622-a9cf-4ca3-9771-3f491db51223",
"name": "Edit Fields_Text",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {},
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},
{
"id": "c845c087-90c7-46e4-bbda-f950cd296b54",
"name": "Pinecone Vector Store",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
2920,
520
],
"parameters": {},
"typeVersion": 1
},
{
"id": "cc5b804a-69ba-4f43-9066-bd1f0cf0b2b3",
"name": "Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
2920,
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],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "1596ff83-3fe9-4900-ad2c-8eb5ca51dd8f",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
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-400
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "0eead02f-a3d4-4ac3-8b63-fa025190e366",
"name": "Window Buffer Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
960,
60
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "3394bbbf-ac4a-4f9a-9336-9c5f1812f3ee",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
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-400
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "4dd520eb-5c35-4091-890b-e15538f5c3d2",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "8270fa9f-5868-48d2-a5ac-09a59cececb2",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "cadcb52a-8a4c-41dd-9414-e46a07c7e500",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
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],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "c16f77b5-4906-482f-baf6-e816df229341",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "a589b921-3446-4713-975f-309c93b54b2e",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
100,
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],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "1cac11a9-a2cf-431b-9d79-4fe36fd86d3b",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "e8e45470-39b0-440d-b6ab-4f27b613ef38",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
2880,
420
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "d5695168-5c0e-4ed0-aa01-5ab531d10835",
"name": "Sticky Note10",
"type": "n8n-nodes-base.stickyNote",
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],
"parameters": {
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},
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},
{
"id": "72f31b34-2731-4c1a-9116-b321559d3713",
"name": "Sticky Note11",
"type": "n8n-nodes-base.stickyNote",
"position": [
900,
-20
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "0e316d8d-7085-42ca-902c-410fc73d00af",
"name": "DownloadAudio",
"type": "n8n-nodes-base.telegram",
"position": [
140,
-300
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "940e0073-eeb2-4ba5-98e2-4912e1ab67eb",
"name": "Sticky Note16",
"type": "n8n-nodes-base.stickyNote",
"position": [
-540,
-1220
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "bdc52072-069e-46a5-921d-998fa09cfbca",
"name": "Think",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
3400,
640
],
"parameters": {},
"typeVersion": 1
},
{
"id": "ceedab35-e0eb-4bf8-8481-0ea783375c48",
"name": "Send Email",
"type": "n8n-nodes-base.gmailTool",
"position": [
-440,
520
],
"parameters": {},
"typeVersion": 2.1
},
{
"id": "26377cf7-6a54-4577-b8b8-23d8a649ae66",
"name": "Get Emails",
"type": "n8n-nodes-base.gmailTool",
"position": [
40,
520
],
"parameters": {},
"typeVersion": 2.1
},
{
"id": "3f34843b-65af-41cc-afe2-9873c007fb4f",
"name": "Create Draft",
"type": "n8n-nodes-base.gmailTool",
"position": [
-80,
520
],
"parameters": {},
"typeVersion": 2.1
},
{
"id": "bdaa94a7-12d7-4603-91b7-fc0ada366229",
"name": "Email Reply",
"type": "n8n-nodes-base.gmailTool",
"position": [
-320,
520
],
"parameters": {},
"typeVersion": 2.1
},
{
"id": "423b1189-de27-4761-9bca-193f017f0adc",
"name": "Get Labels",
"type": "n8n-nodes-base.gmailTool",
"position": [
160,
520
],
"parameters": {},
"typeVersion": 2.1
},
{
"id": "bc55fac9-007c-4240-8c8d-a33a0c183116",
"name": "Label Emails",
"type": "n8n-nodes-base.gmailTool",
"position": [
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520
],
"parameters": {},
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},
{
"id": "13dc9bfc-8245-47a6-80fc-43895a080649",
"name": "Create Event with Attendee",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
1600,
520
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "4f210b5c-695e-46e1-80c5-e2211c397db1",
"name": "Create Event",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
1460,
520
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "49b35ba2-c30e-41bf-8ae0-46f3d396bcd7",
"name": "Get Events",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
1320,
520
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "70124ef7-4764-488b-b78c-e411c8902c04",
"name": "Delete Event",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
1180,
520
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "c6e87c93-a51b-4fa0-a3e2-c33751c5b029",
"name": "Update Event",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
1040,
520
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "1003ec9d-3ebf-4a17-b9b4-1fbe207e2428",
"name": "Get Contact",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
500,
520
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "db0ab4fb-fe76-4be2-9904-c84724adb017",
"name": "Add Contact",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
660,
520
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "3c6e8e86-c5bf-4434-8621-deb2066b0872",
"name": "Tavily WebSearch",
"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
"position": [
2300,
540
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "2033cd1a-fd72-46aa-b3ca-061bb8f434d3",
"name": "Post to X",
"type": "n8n-nodes-base.twitterTool",
"position": [
2640,
540
],
"parameters": {},
"typeVersion": 2
},
{
"id": "ac066edd-796b-459a-9f49-aa5e549bae1b",
"name": "Take notes in Notion",
"type": "n8n-nodes-base.notionTool",
"position": [
1940,
540
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "be889af3-5774-46d5-b40b-07d99f9c4637",
"name": "GPT",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
760,
40
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "5c82ad48-3db2-4f64-ad32-94bb83cc1d36",
"name": "Sticky Note9",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
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},
"typeVersion": 1
},
{
"id": "6061aa4e-67db-4788-a789-2de055bdd7f1",
"name": "Sticky Note12",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
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},
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},
{
"id": "a51ee294-0f24-4b18-a995-bf0b008b0d3f",
"name": "Sticky Note13",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
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},
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},
{
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"name": "Sticky Note14",
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],
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},
{
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"name": "Sticky Note15",
"type": "n8n-nodes-base.stickyNote",
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],
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},
{
"id": "b656529f-5251-43e2-8292-75dfe2382e90",
"name": "Sticky Note18",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
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},
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},
{
"id": "3593f2fc-fd87-4001-91b5-ded8bba1e1be",
"name": "Sticky Note19",
"type": "n8n-nodes-base.stickyNote",
"position": [
3260,
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},
"typeVersion": 1
},
{
"id": "2bf8c254-ae2d-426d-acff-0a3555564b9b",
"name": "Sticky Note17",
"type": "n8n-nodes-base.stickyNote",
"position": [
-540,
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],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"timezone": "Europe/Paris",
"callerPolicy": "workflowsFromSameOwner",
"executionOrder": "v1"
},
"versionId": "7e3b09f2-eda9-4c56-8bbf-e1b9398f9631",
"connections": {
"GPT": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Think": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"OpenAI": {
"main": [
[
{
"node": "Edit Fields_Audio",
"type": "main",
"index": 0
}
]
]
},
"Switch": {
"main": [
[
{
"node": "Edit Fields_Text",
"type": "main",
"index": 0
}
],
[
{
"node": "DownloadAudio",
"type": "main",
"index": 0
}
],
[
{
"node": "OpenAI1",
"type": "main",
"index": 0
}
]
]
},
"OpenAI1": {
"main": [
[
{
"node": "Edit Fields_Image",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Telegram",
"type": "main",
"index": 0
}
]
]
},
"Post to X": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get Emails": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get Events": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get Labels": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Send Email": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Add Contact": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Email Reply": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get Contact": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Create Draft": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Create Event": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Delete Event": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Label Emails": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Update Event": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"DownloadAudio": {
"main": [
[
{
"node": "OpenAI",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields_Text": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Tavily WebSearch": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields_Audio": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields_Image": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Embeddings OpenAI": {
"ai_embedding": [
[
{
"node": "Pinecone Vector Store",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Take notes in Notion": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Window Buffer Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Pinecone Vector Store": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Create Event with Attendee": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
}
}
}
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About this workflow
This is an ultimate AI assistant: Handle emails, schedule meetings, search the web, take notes, post to social media, and retrieve information from your knowledge base, all through simple Telegram commands (text, voice, or image). 1 Ready-to-use n8n workflow file () 4…
Source: https://n8n.io/workflows/3629/ — original creator credit. Request a take-down →
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