RAG
Experte
Dies ist ein Internal Wiki, AI RAG-Bereich Automatisierungsworkflow mit 28 Nodes. Hauptsächlich werden Set, Slack, GoogleDrive, SlackTrigger, Agent und andere Nodes verwendet. Verwendung von Pinecone zur Generierung kontextbezogener Empfehlungen aus Slack
Voraussetzungen
- •Slack Bot Token oder Webhook URL
- •Google Drive API-Anmeldedaten
- •Google Sheets API-Anmeldedaten
- •OpenAI API Key
- •Pinecone API Key
Verwendete Nodes (28)
Kategorie
Workflow-Vorschau
Visualisierung der Node-Verbindungen, mit Zoom und Pan
Workflow exportieren
Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n
{
"id": "oK6nDjVJjDLtlWYt",
"meta": {
"instanceId": "8443f10082278c46aa5cf3acf8ff0f70061a2c58bce76efac814b16290845177"
},
"name": "RAG",
"tags": [],
"nodes": [
{
"id": "0c522a5e-eab3-492b-8875-3035725641f1",
"name": "Slack-Trigger",
"type": "n8n-nodes-base.slackTrigger",
"position": [
0,
0
],
"webhookId": "419966a1-e8f1-481b-a27f-9389f1204001",
"parameters": {},
"typeVersion": 1
},
{
"id": "90fcd76e-2089-4283-8632-e2a543dd5697",
"name": "KI-Agent1",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1264,
0
],
"parameters": {},
"typeVersion": 2
},
{
"id": "48964ea1-4b35-45a2-af44-1e6ef906e1b2",
"name": "Azure OpenAI Chat-Modell1",
"type": "@n8n/n8n-nodes-langchain.lmChatAzureOpenAi",
"position": [
1040,
224
],
"parameters": {},
"typeVersion": 1
},
{
"id": "d164286c-cc67-4885-8587-cc7df25f6b85",
"name": "Pinecone Vektorspeicher2",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
1168,
224
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "3346c942-a5ec-400c-9ad7-e6f5a385553e",
"name": "Einbettungen Azure OpenAI2",
"type": "@n8n/n8n-nodes-langchain.embeddingsAzureOpenAi",
"position": [
1184,
432
],
"parameters": {},
"typeVersion": 1
},
{
"id": "807f938a-9684-46da-9204-0506cf7ac1a8",
"name": "Zeile(n) in Tabelle in Google Tabellen abrufen",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
1456,
224
],
"parameters": {},
"typeVersion": 4.6
},
{
"id": "2f3b98d3-d326-4454-9ce4-3fe9cd5c8c1f",
"name": "Reranker Cohere1",
"type": "@n8n/n8n-nodes-langchain.rerankerCohere",
"position": [
1312,
432
],
"parameters": {},
"typeVersion": 1
},
{
"id": "54d785d1-db28-4d21-b9e2-a23d160c633a",
"name": "Strukturierter Ausgabe-Parser1",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1584,
224
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "cc23fd1b-5f6b-442b-9405-34fd3841bb9e",
"name": "Pinecone Vektorspeicher5",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
1776,
0
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "6d4c94ef-6df7-4a48-83d2-e2d10fda1678",
"name": "Einbettungen Azure OpenAI5",
"type": "@n8n/n8n-nodes-langchain.embeddingsAzureOpenAi",
"position": [
1808,
224
],
"parameters": {},
"typeVersion": 1
},
{
"id": "26c39fa6-ec81-47e0-ba5c-b21bec4d045e",
"name": "Reranker Cohere3",
"type": "@n8n/n8n-nodes-langchain.rerankerCohere",
"position": [
1920,
224
],
"parameters": {},
"typeVersion": 1
},
{
"id": "f2a81baa-7035-4947-a6ab-c55d567a420b",
"name": "KI-Agent3",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
2160,
0
],
"parameters": {},
"typeVersion": 2
},
{
"id": "4441929d-cb5e-4ec2-bb59-6779d58e3e02",
"name": "Azure OpenAI Chat-Modell3",
"type": "@n8n/n8n-nodes-langchain.lmChatAzureOpenAi",
"position": [
2176,
416
],
"parameters": {},
"typeVersion": 1
},
{
"id": "2e056c6a-8261-4159-a1d7-2a25d01c0f13",
"name": "Automatisch korrigierender Ausgabe-Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserAutofixing",
"position": [
2240,
224
],
"parameters": {},
"typeVersion": 1
},
{
"id": "aab927a0-9bef-4680-92e6-5f72e08c5cc3",
"name": "Strukturierter Ausgabe-Parser2",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
2352,
416
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "1774d8b6-f0a4-4d7f-827f-ce8cf2ba356f",
"name": "KI-Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
224,
0
],
"parameters": {},
"typeVersion": 2
},
{
"id": "cc8e9c3e-bc06-4dbc-a37e-99219527c9ff",
"name": "Azure OpenAI Chat-Modell",
"type": "@n8n/n8n-nodes-langchain.lmChatAzureOpenAi",
"position": [
256,
224
],
"parameters": {},
"typeVersion": 1
},
{
"id": "4ff1e95e-5022-4021-8afc-ae9cc8084e37",
"name": "Strukturierter Ausgabe-Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
368,
224
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "ee9d3653-e25c-4688-a3fa-6196781c8e40",
"name": "Datei herunterladen",
"type": "n8n-nodes-base.googleDrive",
"position": [
608,
0
],
"parameters": {},
"typeVersion": 3
},
{
"id": "b0a29268-2e3a-4b69-ad4c-785b8d3b37c4",
"name": "Aus Datei extrahieren",
"type": "n8n-nodes-base.extractFromFile",
"position": [
816,
0
],
"parameters": {},
"typeVersion": 1
},
{
"id": "715b6321-360c-4dcf-b8f1-1bb3de5de5bf",
"name": "Nachricht senden",
"type": "n8n-nodes-base.slack",
"position": [
2752,
0
],
"webhookId": "d1c00971-d4db-44ed-b7ea-402ce20d534e",
"parameters": {},
"typeVersion": 2.3
},
{
"id": "e066f9cd-8179-4a59-bf3c-ebf2ae82781c",
"name": "Felder bearbeiten",
"type": "n8n-nodes-base.set",
"position": [
2528,
0
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "93f1bbac-6b17-4e6a-bed6-5372ca30adcf",
"name": "Haftnotiz",
"type": "n8n-nodes-base.stickyNote",
"position": [
64,
-208
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "adae4fb9-0d69-4a21-801d-c17e45b0be4f",
"name": "Haftnotiz1",
"type": "n8n-nodes-base.stickyNote",
"position": [
512,
-208
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "5f4c6a5a-6397-4bec-9d10-c26924b915a5",
"name": "Haftnotiz3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1760,
-384
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "69f3f08b-6202-43dc-95c5-34c121bc8938",
"name": "Haftnotiz4",
"type": "n8n-nodes-base.stickyNote",
"position": [
2128,
-384
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "d74e2916-3c23-4b37-a1ba-0d95cf3a8a39",
"name": "Haftnotiz5",
"type": "n8n-nodes-base.stickyNote",
"position": [
2672,
-384
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "a0880474-5190-4db5-bebc-c62cc96b1fb4",
"name": "Haftnotiz6",
"type": "n8n-nodes-base.stickyNote",
"position": [
1264,
-384
],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "fdf7f61f-95e6-42f5-8fd7-d55c38e83d20",
"connections": {
"1774d8b6-f0a4-4d7f-827f-ce8cf2ba356f": {
"main": [
[
{
"node": "ee9d3653-e25c-4688-a3fa-6196781c8e40",
"type": "main",
"index": 0
}
]
]
},
"90fcd76e-2089-4283-8632-e2a543dd5697": {
"main": [
[
{
"node": "cc23fd1b-5f6b-442b-9405-34fd3841bb9e",
"type": "main",
"index": 0
}
]
]
},
"f2a81baa-7035-4947-a6ab-c55d567a420b": {
"main": [
[
{
"node": "e066f9cd-8179-4a59-bf3c-ebf2ae82781c",
"type": "main",
"index": 0
}
]
]
},
"e066f9cd-8179-4a59-bf3c-ebf2ae82781c": {
"main": [
[
{
"node": "715b6321-360c-4dcf-b8f1-1bb3de5de5bf",
"type": "main",
"index": 0
}
]
]
},
"ee9d3653-e25c-4688-a3fa-6196781c8e40": {
"main": [
[
{
"node": "b0a29268-2e3a-4b69-ad4c-785b8d3b37c4",
"type": "main",
"index": 0
}
]
]
},
"Slack Trigger": {
"main": [
[
{
"node": "1774d8b6-f0a4-4d7f-827f-ce8cf2ba356f",
"type": "main",
"index": 0
}
]
]
},
"2f3b98d3-d326-4454-9ce4-3fe9cd5c8c1f": {
"ai_reranker": [
[
{
"node": "d164286c-cc67-4885-8587-cc7df25f6b85",
"type": "ai_reranker",
"index": 0
}
]
]
},
"26c39fa6-ec81-47e0-ba5c-b21bec4d045e": {
"ai_reranker": [
[
{
"node": "cc23fd1b-5f6b-442b-9405-34fd3841bb9e",
"type": "ai_reranker",
"index": 0
}
]
]
},
"b0a29268-2e3a-4b69-ad4c-785b8d3b37c4": {
"main": [
[
{
"node": "90fcd76e-2089-4283-8632-e2a543dd5697",
"type": "main",
"index": 0
}
]
]
},
"d164286c-cc67-4885-8587-cc7df25f6b85": {
"ai_tool": [
[
{
"node": "90fcd76e-2089-4283-8632-e2a543dd5697",
"type": "ai_tool",
"index": 0
}
]
]
},
"cc23fd1b-5f6b-442b-9405-34fd3841bb9e": {
"main": [
[
{
"node": "f2a81baa-7035-4947-a6ab-c55d567a420b",
"type": "main",
"index": 0
}
]
]
},
"cc8e9c3e-bc06-4dbc-a37e-99219527c9ff": {
"ai_languageModel": [
[
{
"node": "1774d8b6-f0a4-4d7f-827f-ce8cf2ba356f",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"48964ea1-4b35-45a2-af44-1e6ef906e1b2": {
"ai_languageModel": [
[
{
"node": "90fcd76e-2089-4283-8632-e2a543dd5697",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"4441929d-cb5e-4ec2-bb59-6779d58e3e02": {
"ai_languageModel": [
[
{
"node": "f2a81baa-7035-4947-a6ab-c55d567a420b",
"type": "ai_languageModel",
"index": 0
},
{
"node": "2e056c6a-8261-4159-a1d7-2a25d01c0f13",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Embeddings Azure OpenAI2": {
"ai_embedding": [
[
{
"node": "d164286c-cc67-4885-8587-cc7df25f6b85",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Embeddings Azure OpenAI5": {
"ai_embedding": [
[
{
"node": "cc23fd1b-5f6b-442b-9405-34fd3841bb9e",
"type": "ai_embedding",
"index": 0
}
]
]
},
"4ff1e95e-5022-4021-8afc-ae9cc8084e37": {
"ai_outputParser": [
[
{
"node": "1774d8b6-f0a4-4d7f-827f-ce8cf2ba356f",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"2e056c6a-8261-4159-a1d7-2a25d01c0f13": {
"ai_outputParser": [
[
{
"node": "f2a81baa-7035-4947-a6ab-c55d567a420b",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"54d785d1-db28-4d21-b9e2-a23d160c633a": {
"ai_outputParser": [
[
{
"node": "90fcd76e-2089-4283-8632-e2a543dd5697",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"aab927a0-9bef-4680-92e6-5f72e08c5cc3": {
"ai_outputParser": [
[
{
"node": "2e056c6a-8261-4159-a1d7-2a25d01c0f13",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Zeile(n) in Tabelle in Google Sheets abrufen": {
"ai_tool": [
[
{
"node": "90fcd76e-2089-4283-8632-e2a543dd5697",
"type": "ai_tool",
"index": 0
}
]
]
}
}
}Häufig gestellte Fragen
Wie verwende ich diesen Workflow?
Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.
Für welche Szenarien ist dieser Workflow geeignet?
Experte - Internes Wiki, KI RAG
Ist es kostenpflichtig?
Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.
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Workflow-Informationen
Schwierigkeitsgrad
Experte
Anzahl der Nodes28
Kategorie2
Node-Typen14
Autor
Rahul Joshi
@rahul08Rahul Joshi is a seasoned technology leader specializing in the n8n automation tool and AI-driven workflow automation. With deep expertise in building open-source workflow automation and self-hosted automation platforms, he helps organizations eliminate manual processes through intelligent n8n ai agent automation solutions.
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