Constructeur RAG instantané
Intermédiaire
Ceci est unEngineering, AI, IT Opsworkflow d'automatisation du domainecontenant 12 nœuds.Utilise principalement des nœuds comme GoogleDrive, Agent, GoogleDriveTrigger, ChatTrigger, LmChatOpenAi, combinant la technologie d'intelligence artificielle pour une automatisation intelligente. Construire et interroger un système RAG avec Google Drive, OpenAI GPT-4o-mini et Pinecone
Prérequis
- •Informations d'identification Google Drive API
- •Clé API OpenAI
- •Clé API Pinecone
Nœuds utilisés (12)
Aperçu du workflow
Visualisation des connexions entre les nœuds, avec support du zoom et du déplacement
Exporter le workflow
Copiez la configuration JSON suivante dans n8n pour importer et utiliser ce workflow
{
"id": "xOFhKr29kjrBDnlw",
"meta": {
"instanceId": "2000c64071c20843606b95c63795bb0797c41036047055a6586498e855b96efc",
"templateCredsSetupCompleted": true
},
"name": "Instant RaG Builder",
"tags": [],
"nodes": [
{
"id": "71812204-ccca-4757-a52f-0cd30c7ef393",
"name": "Google Drive Trigger",
"type": "n8n-nodes-base.googleDriveTrigger",
"position": [
-440,
-80
],
"parameters": {
"event": "fileCreated",
"options": {},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"triggerOn": "specificFolder",
"folderToWatch": {
"__rl": true,
"mode": "list",
"value": "1uf6zZN51rgAuQgid4-Oi314f6mJIQdiB",
"cachedResultUrl": "https://drive.google.com/drive/folders/1uf6zZN51rgAuQgid4-Oi314f6mJIQdiB",
"cachedResultName": "ETOO power"
}
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "IPz4dCJVFC8uaoHw",
"name": "Google Drive account 2"
}
},
"typeVersion": 1
},
{
"id": "e4302b23-c964-421e-a8fd-3e84935a1fea",
"name": "Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
-220,
-80
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $json.id }}"
},
"options": {},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "IPz4dCJVFC8uaoHw",
"name": "Google Drive account 2"
}
},
"typeVersion": 3
},
{
"id": "9990d9d8-3c56-49af-beb9-d9a335ed7874",
"name": "Pinecone Stockage vectoriel",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
40,
-80
],
"parameters": {
"mode": "insert",
"options": {},
"pineconeIndex": {
"__rl": true,
"mode": "list",
"value": "ragfile",
"cachedResultName": "ragfile"
}
},
"credentials": {
"pineconeApi": {
"id": "Q5ey0Vpj2rWRrb7p",
"name": "PineconeApi account 2"
}
},
"typeVersion": 1.1
},
{
"id": "ee09de71-4146-4f51-a036-5eeb0d72044a",
"name": "Incorporations OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
-40,
140
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "AAQM78g30SkuHYxB",
"name": "OpenAi success"
}
},
"typeVersion": 1.2
},
{
"id": "b1edcf2c-4b19-43dc-9985-dad03a0e6df2",
"name": "Default Data Loader",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
180,
140
],
"parameters": {
"options": {},
"dataType": "binary"
},
"typeVersion": 1
},
{
"id": "1db4c053-9953-4a63-91cc-676fc59d434d",
"name": "Recursive Character Text Splitter",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
200,
260
],
"parameters": {
"options": {}
},
"typeVersion": 1
},
{
"id": "80e69d74-18ca-4d47-8900-9fa070fd2b22",
"name": "Agent IA",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-440,
440
],
"parameters": {
"options": {}
},
"typeVersion": 2
},
{
"id": "9679f79a-cbee-4d6e-9633-76c96e5c7ffc",
"name": "À la réception du message",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-720,
440
],
"webhookId": "fa37c7db-d78c-4a86-9de3-7cb6805de74f",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "3ea509ac-f5dd-410f-b310-587382770773",
"name": "Modèle de chat OpenAI",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-440,
620
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "AAQM78g30SkuHYxB",
"name": "OpenAi success"
}
},
"typeVersion": 1.2
},
{
"id": "6bbee514-a4c6-4ea9-97fb-02d0343c93a9",
"name": "Pinecone Stockage vectoriel1",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
-140,
600
],
"parameters": {
"mode": "retrieve-as-tool",
"options": {},
"toolName": "knowledge_base",
"pineconeIndex": {
"__rl": true,
"mode": "list",
"value": "ragfile",
"cachedResultName": "ragfile"
},
"toolDescription": "call this tool to access the database"
},
"credentials": {
"pineconeApi": {
"id": "Q5ey0Vpj2rWRrb7p",
"name": "PineconeApi account 2"
}
},
"typeVersion": 1.2
},
{
"id": "37fd9772-35c6-4310-b449-f1b07b729f6d",
"name": "Incorporations OpenAI1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
60,
760
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "AAQM78g30SkuHYxB",
"name": "OpenAi success"
}
},
"typeVersion": 1.2
},
{
"id": "51c6804d-6b49-4a5f-a475-26abef7925b0",
"name": "Note adhésive",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1220,
80
],
"parameters": {
"width": 460,
"height": 620,
"content": "## Instant RaG Builder: Drive to Pinecone\n\n**Author** **David Olusola**\n\n**Set Up** :✅ Connect credentials:\n Google Drive, OpenAI, Pinecone\n\n📁 Upload file to:\n Google Drive folder (auto-watched)\n\n🔄 Workflow does the rest:\n - Downloads file\n - Splits text\n - Creates embeddings\n - Stores in Pinecone\n\n💬 Send a chat message to the Agent\n → Query stored knowledge instantly!"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "f8ed5291-ab8f-428a-9728-8db5b3c04122",
"connections": {
"e4302b23-c964-421e-a8fd-3e84935a1fea": {
"main": [
[
{
"node": "Pinecone Vector Store",
"type": "main",
"index": 0
}
]
]
},
"Embeddings OpenAI": {
"ai_embedding": [
[
{
"node": "Pinecone Vector Store",
"type": "ai_embedding",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Embeddings OpenAI1": {
"ai_embedding": [
[
{
"node": "Pinecone Vector Store1",
"type": "ai_embedding",
"index": 0
}
]
]
},
"b1edcf2c-4b19-43dc-9985-dad03a0e6df2": {
"ai_document": [
[
{
"node": "Pinecone Vector Store",
"type": "ai_document",
"index": 0
}
]
]
},
"71812204-ccca-4757-a52f-0cd30c7ef393": {
"main": [
[
{
"node": "e4302b23-c964-421e-a8fd-3e84935a1fea",
"type": "main",
"index": 0
}
]
]
},
"Pinecone Vector Store1": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"1db4c053-9953-4a63-91cc-676fc59d434d": {
"ai_textSplitter": [
[
{
"node": "b1edcf2c-4b19-43dc-9985-dad03a0e6df2",
"type": "ai_textSplitter",
"index": 0
}
]
]
}
}
}Foire aux questions
Comment utiliser ce workflow ?
Copiez le code de configuration JSON ci-dessus, créez un nouveau workflow dans votre instance n8n et sélectionnez "Importer depuis le JSON", collez la configuration et modifiez les paramètres d'authentification selon vos besoins.
Dans quelles scénarios ce workflow est-il adapté ?
Intermédiaire - Ingénierie, Intelligence Artificielle, Opérations IT
Est-ce payant ?
Ce workflow est entièrement gratuit et peut être utilisé directement. Veuillez noter que les services tiers utilisés dans le workflow (comme l'API OpenAI) peuvent nécessiter un paiement de votre part.
Workflows recommandés
Assistant IA intelligent : Discuter avec les fichiers de Supabase Storage et Google Drive
AIintelligentassistant：与Supabase存储etGoogle Drive文件对话
If
Set
Wait
+
If
Set
Wait
62 NœudsMark Shcherbakov
Ingénierie
Chatbot avec mémoire basé sur la documentation, utilisant OpenAI, Pinecone et Google Drive
Chatbot avec mémoire basé sur des documents, utilisant OpenAI, Pinecone et Google Drive
Merge
Airtable
Aggregate
+
Merge
Airtable
Aggregate
22 NœudsSally
Intelligence Artificielle
Support client piloté par l'IA : automatisation des e-mails, base de connaissances et escalade vers un agent humain
AIe-mail支持系统：intégrationGmail、Gemini、GPT-4、SlacketGoogle Sheetsdeflux de travail程
Set
Gmail
Slack
+
Set
Gmail
Slack
26 NœudsDavid Olusola
Gestion des tickets
Agent IA qui dialogue avec les fichiers de Supabase Storage
与Supabase存储中文件对话deAIintelligent体
If
Merge
Switch
+
If
Merge
Switch
33 NœudsMark Shcherbakov
Ingénierie
基于AIdeMISagent
基于AIdegestion信息系统agent
If
Set
Code
+
If
Set
Code
129 NœudsKumar Shivam
Support
Traitement de documents RAG piloté par IA et chatbot - Google Drive, Supabase, OpenAI
Traitement de documents RAG piloté par IA et chatbot basé sur Google Drive, Supabase et OpenAI
Set
Code
Limit
+
Set
Code
Limit
35 NœudsBilly Christi
Intelligence Artificielle
Informations sur le workflow
Niveau de difficulté
Intermédiaire
Nombre de nœuds12
Catégorie3
Types de nœuds10
Description de la difficulté
Auteur
David Olusola
@dae221AI automation consultant working with ambitious businesses on their most complex operational challenges. For project inquiries, reach me at david@daexai.com
Liens externes
Voir sur n8n.io →
Partager ce workflow