mirror of
https://github.com/coleam00/ai-agents-masterclass.git
synced 2025-11-29 00:23:14 +00:00
835 lines
19 KiB
JSON
835 lines
19 KiB
JSON
{
|
|
"name": "Supabase RAG AI Agent Custom Auth",
|
|
"nodes": [
|
|
{
|
|
"parameters": {
|
|
"model": "gpt-4o-mini",
|
|
"options": {}
|
|
},
|
|
"id": "20216b42-d5fa-4d1e-a4fb-9549834fea99",
|
|
"name": "OpenAI Chat Model",
|
|
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
940,
|
|
520
|
|
],
|
|
"credentials": {
|
|
"openAiApi": {
|
|
"id": "JJjD91oisPv9cs01",
|
|
"name": "OpenAi account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"model": "gpt-4o-mini",
|
|
"options": {}
|
|
},
|
|
"id": "1e53e934-c7fa-4650-8f5e-106102a9494d",
|
|
"name": "OpenAI Chat Model1",
|
|
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1880,
|
|
460
|
|
],
|
|
"credentials": {
|
|
"openAiApi": {
|
|
"id": "JJjD91oisPv9cs01",
|
|
"name": "OpenAi account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"jsonMode": "expressionData",
|
|
"jsonData": "={{ $json.data }}",
|
|
"options": {
|
|
"metadata": {
|
|
"metadataValues": [
|
|
{
|
|
"name": "=file_id",
|
|
"value": "={{ $('Set File ID').item.json.file_id }}"
|
|
}
|
|
]
|
|
}
|
|
}
|
|
},
|
|
"id": "a766868e-c847-48b9-8b61-dcd5fcd9e280",
|
|
"name": "Default Data Loader",
|
|
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
2020,
|
|
1000
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"model": "text-embedding-3-small",
|
|
"options": {}
|
|
},
|
|
"id": "23255e75-bfdb-46ac-8244-98c5e518bafe",
|
|
"name": "Embeddings OpenAI1",
|
|
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1860,
|
|
1000
|
|
],
|
|
"credentials": {
|
|
"openAiApi": {
|
|
"id": "JJjD91oisPv9cs01",
|
|
"name": "OpenAi account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"name": "user_documents",
|
|
"description": "Contains all the user's documents that you can check for context to answer user questions."
|
|
},
|
|
"id": "62ca6e95-73ff-459c-8e29-6b38d12895c8",
|
|
"name": "Retrieve Documents",
|
|
"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1660,
|
|
280
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"content": "## Agent Tools for RAG",
|
|
"height": 528.85546469693,
|
|
"width": 583.4552380860637,
|
|
"color": 4
|
|
},
|
|
"id": "53866fd6-ca7f-4174-b438-809c6d06eec0",
|
|
"name": "Sticky Note",
|
|
"type": "n8n-nodes-base.stickyNote",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1480,
|
|
160
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"content": "## Tool to Add a Google Drive File to Vector DB",
|
|
"height": 671.8877842322804,
|
|
"width": 2070.8894079025763,
|
|
"color": 5
|
|
},
|
|
"id": "de4b8d94-b4aa-4b72-b9ac-70b3cf624eb7",
|
|
"name": "Sticky Note1",
|
|
"type": "n8n-nodes-base.stickyNote",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
260,
|
|
700
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"operation": "download",
|
|
"fileId": {
|
|
"__rl": true,
|
|
"value": "={{ $('Set File ID').item.json.file_id }}",
|
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"mode": "id"
|
|
},
|
|
"options": {
|
|
"googleFileConversion": {
|
|
"conversion": {
|
|
"docsToFormat": "text/plain"
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"id": "705a761d-6b10-4e98-8aad-b21413f60005",
|
|
"name": "Download File",
|
|
"type": "n8n-nodes-base.googleDrive",
|
|
"typeVersion": 3,
|
|
"position": [
|
|
1360,
|
|
880
|
|
],
|
|
"executeOnce": true,
|
|
"credentials": {
|
|
"googleDriveOAuth2Api": {
|
|
"id": "cfNochbuJikPwwl2",
|
|
"name": "Google Drive account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"pollTimes": {
|
|
"item": [
|
|
{
|
|
"mode": "everyMinute"
|
|
}
|
|
]
|
|
},
|
|
"triggerOn": "specificFolder",
|
|
"folderToWatch": {
|
|
"__rl": true,
|
|
"value": "1914m3M7kRzkd5RJqAfzRY9EBcJrKemZC",
|
|
"mode": "list",
|
|
"cachedResultName": "Meeting Notes",
|
|
"cachedResultUrl": "https://drive.google.com/drive/folders/1914m3M7kRzkd5RJqAfzRY9EBcJrKemZC"
|
|
},
|
|
"event": "fileCreated",
|
|
"options": {}
|
|
},
|
|
"id": "b22ee4d4-b310-426f-b1ca-82ef62fe2f07",
|
|
"name": "File Created",
|
|
"type": "n8n-nodes-base.googleDriveTrigger",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
320,
|
|
780
|
|
],
|
|
"credentials": {
|
|
"googleDriveOAuth2Api": {
|
|
"id": "cfNochbuJikPwwl2",
|
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"name": "Google Drive account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"pollTimes": {
|
|
"item": [
|
|
{
|
|
"mode": "everyMinute"
|
|
}
|
|
]
|
|
},
|
|
"triggerOn": "specificFolder",
|
|
"folderToWatch": {
|
|
"__rl": true,
|
|
"value": "1914m3M7kRzkd5RJqAfzRY9EBcJrKemZC",
|
|
"mode": "list",
|
|
"cachedResultName": "Meeting Notes",
|
|
"cachedResultUrl": "https://drive.google.com/drive/folders/1914m3M7kRzkd5RJqAfzRY9EBcJrKemZC"
|
|
},
|
|
"event": "fileUpdated",
|
|
"options": {}
|
|
},
|
|
"id": "91fc8df8-1c77-4e58-b723-ecfb756b148a",
|
|
"name": "File Updated",
|
|
"type": "n8n-nodes-base.googleDriveTrigger",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
320,
|
|
1000
|
|
],
|
|
"credentials": {
|
|
"googleDriveOAuth2Api": {
|
|
"id": "cfNochbuJikPwwl2",
|
|
"name": "Google Drive account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"operation": "text",
|
|
"options": {}
|
|
},
|
|
"id": "ed74944a-418e-42c8-9a36-5d280dfa02f1",
|
|
"name": "Extract Document Text",
|
|
"type": "n8n-nodes-base.extractFromFile",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1620,
|
|
880
|
|
],
|
|
"alwaysOutputData": true
|
|
},
|
|
{
|
|
"parameters": {
|
|
"model": "text-embedding-3-small",
|
|
"options": {}
|
|
},
|
|
"id": "4a2ab29f-026a-4e67-9e70-cb647e901360",
|
|
"name": "Embeddings OpenAI",
|
|
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1700,
|
|
560
|
|
],
|
|
"credentials": {
|
|
"openAiApi": {
|
|
"id": "JJjD91oisPv9cs01",
|
|
"name": "OpenAi account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {},
|
|
"id": "d3e47e92-65f7-483c-a730-13bcb26b26c5",
|
|
"name": "Postgres Chat Memory",
|
|
"type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1060,
|
|
520
|
|
],
|
|
"notesInFlow": false,
|
|
"credentials": {
|
|
"postgres": {
|
|
"id": "tzFFADvpFiUtaZtb",
|
|
"name": "Supabase Postgres"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"options": {}
|
|
},
|
|
"id": "45a38eca-0093-4263-932a-b915b81909c4",
|
|
"name": "Recursive Character Text Splitter",
|
|
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
2020,
|
|
1200
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"operation": "delete",
|
|
"tableId": "documents",
|
|
"filterType": "string",
|
|
"filterString": "=metadata->>file_id=like.*{{ $json.file_id }}*"
|
|
},
|
|
"id": "699533ea-e91e-4229-bd70-c9cb718411af",
|
|
"name": "Delete Old Doc Rows",
|
|
"type": "n8n-nodes-base.supabase",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1060,
|
|
880
|
|
],
|
|
"alwaysOutputData": true,
|
|
"credentials": {
|
|
"supabaseApi": {
|
|
"id": "azIAMHxdSaq5XhoW",
|
|
"name": "Supabase account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"assignments": {
|
|
"assignments": [
|
|
{
|
|
"id": "10646eae-ae46-4327-a4dc-9987c2d76173",
|
|
"name": "file_id",
|
|
"value": "={{ $json.id }}",
|
|
"type": "string"
|
|
}
|
|
]
|
|
},
|
|
"options": {}
|
|
},
|
|
"id": "ec2f04ff-2824-4b0f-ac57-740a6a103f3d",
|
|
"name": "Set File ID",
|
|
"type": "n8n-nodes-base.set",
|
|
"typeVersion": 3.4,
|
|
"position": [
|
|
740,
|
|
880
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"content": "## RAG AI Agent with Chat Interface",
|
|
"height": 464.8027193303974,
|
|
"width": 1397.1362723489267
|
|
},
|
|
"id": "12172aa3-12ff-46da-9883-c5bd45920259",
|
|
"name": "Sticky Note2",
|
|
"type": "n8n-nodes-base.stickyNote",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
65.97988322897118,
|
|
220
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"tableName": {
|
|
"__rl": true,
|
|
"value": "documents",
|
|
"mode": "list",
|
|
"cachedResultName": "documents"
|
|
},
|
|
"options": {
|
|
"queryName": "match_documents"
|
|
}
|
|
},
|
|
"id": "84b6ba04-1409-4eb8-8530-7fc5f450fae6",
|
|
"name": "Supabase Vector Store",
|
|
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1540,
|
|
440
|
|
],
|
|
"credentials": {
|
|
"supabaseApi": {
|
|
"id": "azIAMHxdSaq5XhoW",
|
|
"name": "Supabase account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"options": {}
|
|
},
|
|
"id": "9606a05d-8ab1-4aeb-9855-a69c29c09fe0",
|
|
"name": "Respond to Webhook",
|
|
"type": "n8n-nodes-base.respondToWebhook",
|
|
"typeVersion": 1.1,
|
|
"position": [
|
|
1300,
|
|
300
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"public": true,
|
|
"options": {}
|
|
},
|
|
"id": "64a6fef1-b254-4f39-9684-e29c9a4ff1b2",
|
|
"name": "When chat message received",
|
|
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
|
|
"typeVersion": 1.1,
|
|
"position": [
|
|
120,
|
|
300
|
|
],
|
|
"webhookId": "21ffce44-9a14-4739-a143-808087431b7f"
|
|
},
|
|
{
|
|
"parameters": {
|
|
"assignments": {
|
|
"assignments": [
|
|
{
|
|
"id": "9a9a245e-f1a1-4282-bb02-a81ffe629f0f",
|
|
"name": "chatInput",
|
|
"value": "={{ $json?.chatInput || $('Webhook').item.json.body.chatInput }}",
|
|
"type": "string"
|
|
},
|
|
{
|
|
"id": "b80831d8-c653-4203-8706-adedfdb98f77",
|
|
"name": "sessionId",
|
|
"value": "={{ $json?.sessionId || $('Webhook').item.json.body.sessionId }}",
|
|
"type": "string"
|
|
}
|
|
]
|
|
},
|
|
"options": {}
|
|
},
|
|
"id": "145612c9-aae5-4743-a0d2-085ce7741e5e",
|
|
"name": "Edit Fields",
|
|
"type": "n8n-nodes-base.set",
|
|
"typeVersion": 3.4,
|
|
"position": [
|
|
740,
|
|
300
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"promptType": "define",
|
|
"text": "={{ $json.chatInput }}",
|
|
"options": {
|
|
"systemMessage": "You are a personal assistant who helps answer questions from a corpus of documents when you don't know the answer yourself."
|
|
}
|
|
},
|
|
"id": "2e950dc6-8be1-4067-a1d4-a6265f6cd6c0",
|
|
"name": "RAG AI Agent",
|
|
"type": "@n8n/n8n-nodes-langchain.agent",
|
|
"typeVersion": 1.6,
|
|
"position": [
|
|
960,
|
|
300
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"mode": "insert",
|
|
"tableName": {
|
|
"__rl": true,
|
|
"value": "documents",
|
|
"mode": "list",
|
|
"cachedResultName": "documents"
|
|
},
|
|
"options": {
|
|
"queryName": "match_documents"
|
|
}
|
|
},
|
|
"id": "379f7875-c08e-4352-8958-7cf2606ba07c",
|
|
"name": "Insert into Supabase Vectorstore",
|
|
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
|
|
"typeVersion": 1,
|
|
"position": [
|
|
1900,
|
|
780
|
|
],
|
|
"credentials": {
|
|
"supabaseApi": {
|
|
"id": "azIAMHxdSaq5XhoW",
|
|
"name": "Supabase account"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"parameters": {
|
|
"url": "https://[YOUR SUPABASE PROJECT URL]/auth/v1/user",
|
|
"sendHeaders": true,
|
|
"headerParameters": {
|
|
"parameters": [
|
|
{
|
|
"name": "apikey",
|
|
"value": "YOUR_SUPABASE_API_KEY"
|
|
},
|
|
{
|
|
"name": "Authorization",
|
|
"value": "={{ $json.headers.authorization }}"
|
|
}
|
|
]
|
|
},
|
|
"options": {}
|
|
},
|
|
"id": "bed3b947-0c39-47f1-9dd6-3032cc357624",
|
|
"name": "HTTP Request",
|
|
"type": "n8n-nodes-base.httpRequest",
|
|
"typeVersion": 4.2,
|
|
"position": [
|
|
340,
|
|
500
|
|
]
|
|
},
|
|
{
|
|
"parameters": {
|
|
"conditions": {
|
|
"options": {
|
|
"caseSensitive": true,
|
|
"leftValue": "",
|
|
"typeValidation": "strict"
|
|
},
|
|
"conditions": [
|
|
{
|
|
"id": "2d5f1cb2-511d-48a3-952a-c7c5be7b3e61",
|
|
"leftValue": "={{ $json.email }}",
|
|
"rightValue": "",
|
|
"operator": {
|
|
"type": "string",
|
|
"operation": "notEmpty",
|
|
"singleValue": true
|
|
}
|
|
}
|
|
],
|
|
"combinator": "and"
|
|
},
|
|
"options": {}
|
|
},
|
|
"id": "2dadff1f-6a4f-4f2b-8b02-a4b2a3a4c876",
|
|
"name": "If",
|
|
"type": "n8n-nodes-base.if",
|
|
"typeVersion": 2,
|
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