Asistente de IA inteligente: conversar con archivos de almacenamiento de Supabase y Google Drive
Avanzado
Este es unEngineering, AI, IT Opsflujo de automatización del dominio deautomatización que contiene 62 nodos.Utiliza principalmente nodos como If, Set, Wait, Merge, Switch, combinando tecnología de inteligencia artificial para lograr automatización inteligente. AIinteligenteasistente：与Supabase存储yGoogle Drive文件对话
Requisitos previos
- •Punto final de HTTP Webhook (n8n generará automáticamente)
- •URL y Clave de API de Supabase
- •Credenciales de API de Google Drive
- •Pueden requerirse credenciales de autenticación para la API de destino
- •Clave de API de OpenAI
Nodos utilizados (62)
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
"meta": {
"instanceId": "6a2a7715680b8313f7cb4676321c5baa46680adfb913072f089f2766f42e43bd",
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "003915bb-a2e9-42b0-b81f-5bb5bf0c8cb4",
"name": "Get All files",
"type": "n8n-nodes-base.httpRequest",
"position": [
1180,
1280
],
"parameters": {
"url": "=https://<project_id>.supabase.co/storage/v1/object/list/private",
"method": "POST",
"options": {},
"jsonBody": "={\n \"prefix\": \"\",\n \"limit\": 100,\n \"offset\": 0,\n \"sortBy\": {\n \"column\": \"name\",\n \"order\": \"asc\"\n }\n}",
"sendBody": true,
"specifyBody": "json",
"authentication": "predefinedCredentialType",
"nodeCredentialType": "supabaseApi"
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 4.2
},
{
"id": "f46e056d-8311-4951-ad38-21759fabdaf7",
"name": "Default Data Loader",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
3500,
1820
],
"parameters": {
"options": {
"metadata": {
"metadataValues": [
{
"name": "=file_id",
"value": "={{ $json.id }}"
}
]
}
},
"jsonData": "={{ $('Merge Text').item.json.text }}",
"jsonMode": "expressionData"
},
"typeVersion": 1
},
{
"id": "3cfdcacb-d0ef-422b-9048-a64e5f0dac66",
"name": "Recursive Character Text Splitter",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
3520,
1960
],
"parameters": {
"options": {},
"chunkSize": 500,
"chunkOverlap": 200
},
"typeVersion": 1
},
{
"id": "3056ea0a-b788-43c7-a070-f40bd1ad3356",
"name": "Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
3320,
1800
],
"parameters": {
"model": "text-embedding-3-small",
"options": {}
},
"credentials": {
"openAiApi": {
"id": "fLfRtaXbR0EVD0pl",
"name": "OpenAi account"
}
},
"typeVersion": 1
},
{
"id": "e6ad8067-0468-440d-a322-2a3de8851431",
"name": "Create File record2",
"type": "n8n-nodes-base.supabase",
"position": [
3260,
1620
],
"parameters": {
"tableId": "files",
"fieldsUi": {
"fieldValues": [
{
"fieldId": "name",
"fieldValue": "={{ $('Loop Over Items').item.json.name }}"
},
{
"fieldId": "storage_id",
"fieldValue": "={{ $('Loop Over Items').item.json.id }}"
}
]
}
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 1
},
{
"id": "53ac0d69-d935-48a0-8fb8-5cc8f591dbb8",
"name": "If",
"type": "n8n-nodes-base.if",
"position": [
1500,
1280
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "9b14e306-a04d-40f7-bc5b-b8eda8d8f7f2",
"operator": {
"type": "boolean",
"operation": "true",
"singleValue": true
},
"leftValue": "={{ \n !$('Aggregate').item.json.data || \n !Array.isArray($('Aggregate').item.json.data) || \n !$('Aggregate').item.json.data.some(item => \n item.storage_id === $('Loop Over Items').item.json.id \n ) \n}}",
"rightValue": ""
},
{
"id": "c3c0af88-9aea-4539-8948-1b69e601c27c",
"operator": {
"type": "string",
"operation": "notEquals"
},
"leftValue": "={{ $json.name }}",
"rightValue": ".emptyFolderPlaceholder"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "f57e857a-094f-470c-ad27-9fc29466ab0e",
"name": "Get All Files",
"type": "n8n-nodes-base.supabase",
"position": [
800,
1280
],
"parameters": {
"tableId": "files",
"operation": "getAll"
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 1,
"alwaysOutputData": true
},
{
"id": "4484ca47-6879-43b7-8879-261f409014e1",
"name": "Download",
"type": "n8n-nodes-base.httpRequest",
"position": [
1660,
1280
],
"parameters": {
"url": "=https://<project_id>.supabase.co/storage/v1/object/private/{{ $json.name }}",
"options": {},
"authentication": "predefinedCredentialType",
"nodeCredentialType": "supabaseApi"
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 4.2
},
{
"id": "f81d2f91-d665-4217-8955-a308ef2b37be",
"name": "Loop Over Items",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1340,
1280
],
"parameters": {
"options": {},
"batchSize": "=1"
},
"typeVersion": 3
},
{
"id": "8857a553-37aa-4ac2-ac4d-e5402849cb2e",
"name": "When clicking ‘Test workflow’",
"type": "n8n-nodes-base.manualTrigger",
"disabled": true,
"position": [
620,
1280
],
"parameters": {},
"typeVersion": 1
},
{
"id": "e967af7e-43bd-47cb-8b04-eb431a82c93b",
"name": "Aggregate",
"type": "n8n-nodes-base.aggregate",
"position": [
1000,
1280
],
"parameters": {
"options": {},
"aggregate": "aggregateAllItemData"
},
"typeVersion": 1,
"alwaysOutputData": true
},
{
"id": "8abdb8f6-e31d-48cf-8189-831adf7d4889",
"name": "When chat message received",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
1420,
300
],
"webhookId": "3c40d311-7996-4ed4-b2fa-c73bea5f4cf5",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "75cf7f9e-d8f6-4a7a-b464-d152fd025188",
"name": "Insert into Supabase Vectorstore",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
3420,
1620
],
"parameters": {
"mode": "insert",
"options": {
"queryName": "match_documents"
},
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
}
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 1
},
{
"id": "b3ceb557-53c6-4d19-ac97-c999ba87c7f5",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
1120,
1160
],
"parameters": {
"height": 89.3775420487804,
"content": "### Replace Storage name, database ID and credentials."
},
"typeVersion": 1
},
{
"id": "a81fe332-86ea-46aa-b140-ee5745f0b0e0",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
760,
1160
],
"parameters": {
"height": 80,
"content": "### Replace credentials."
},
"typeVersion": 1
},
{
"id": "44070cd1-0f4d-48ea-8ce0-8d59f94133e7",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
3260,
1500
],
"parameters": {
"height": 80,
"content": "### Replace credentials."
},
"typeVersion": 1
},
{
"id": "3fed931d-69de-4c1b-a951-5e49c683f551",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1620,
1160
],
"parameters": {
"height": 89.3775420487804,
"content": "### Replace Storage name, database ID and credentials."
},
"typeVersion": 1
},
{
"id": "d462978c-7ea3-4b92-a940-64756377c461",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
3220,
1940
],
"parameters": {
"height": 80,
"content": "### Replace credentials."
},
"typeVersion": 1
},
{
"id": "6f0a219d-4258-4982-b912-784a850ef308",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
2080,
800
],
"parameters": {
"height": 80,
"content": "### Replace credentials."
},
"typeVersion": 1
},
{
"id": "469b3caf-c9a8-4f8b-a745-c672e2b1089f",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
560,
40
],
"parameters": {
"color": 7,
"width": 636.2128494576581,
"height": 497.1532689930921,
"content": "\n## AI Agent To Chat With Files In Supabase Storage\n**Made by [Mark Shcherbakov](https://www.linkedin.com/in/marklowcoding/) from community [5minAI](https://www.skool.com/5minai-2861)**\n\nManually retrieving and analyzing specific information from large document repositories is time-consuming and inefficient. This workflow automates the process by vectorizing documents and enabling AI-powered interactions, making it easy to query and retrieve context-based information from uploaded files.\n\nThe workflow integrates Supabase with an AI-powered chatbot to process, store, and query text and PDF files. The steps include:\n- Fetching and comparing files to avoid duplicate processing.\n- Handling file downloads and extracting content based on the file type.\n- Converting documents into vectorized data for contextual information retrieval.\n- Storing and querying vectorized data from a Supabase vector store.\n\n"
},
"typeVersion": 1
},
{
"id": "cb6664f2-0a05-4abb-818d-d72536b57bac",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
1360,
40
],
"parameters": {
"color": 5,
"width": 1112,
"height": 890,
"content": "## Scenario 2 - AI agent"
},
"typeVersion": 1
},
{
"id": "a825794d-e7f3-41ba-a113-8503ebaf2be7",
"name": "Sticky Note10",
"type": "n8n-nodes-base.stickyNote",
"position": [
540,
1000
],
"parameters": {
"color": 5,
"width": 3285,
"height": 1139,
"content": "## Scenario 1 - Flow for adding new files from Supabase storage"
},
"typeVersion": 1
},
{
"id": "1d44ef3b-b1d9-481c-8078-2f0d8d586247",
"name": "AI Agent1",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1960,
260
],
"parameters": {
"text": "={{ $('Merge').item.json.message }}",
"options": {
"systemMessage": "You are a helpful assistant.\n\nIMPORTANT Always use knowledge base to respond users.",
"passthroughBinaryImages": false
},
"promptType": "define"
},
"typeVersion": 1.8
},
{
"id": "d1da58a8-e6c0-4a6d-aa53-88c223a97f0a",
"name": "OpenAI Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1880,
480
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "SphXAX7rlwRLkiox",
"name": "Test club key"
}
},
"typeVersion": 1.2
},
{
"id": "acb2de9b-a9fa-4934-9759-b84b067dc26a",
"name": "Simple Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
2020,
480
],
"parameters": {
"sessionKey": "={{ $('Merge').item.json.session_id }}",
"sessionIdType": "customKey"
},
"typeVersion": 1.3
},
{
"id": "4d91a4e9-e381-485a-847e-50b5dcc43f6b",
"name": "Embeddings OpenAI1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
2160,
660
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "SphXAX7rlwRLkiox",
"name": "Test club key"
}
},
"typeVersion": 1.2
},
{
"id": "19b5a9a8-7407-4a1c-822f-3000b67da99b",
"name": "Supabase Vector Store",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
2160,
500
],
"parameters": {
"mode": "retrieve-as-tool",
"options": {},
"toolName": "knowledge_base",
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
},
"toolDescription": "Gather facts from knowledge base to respond user."
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 1.1
},
{
"id": "0b48a55c-9b47-4913-9aec-264d3932c533",
"name": "File Created",
"type": "n8n-nodes-base.googleDriveTrigger",
"position": [
600,
2480
],
"parameters": {
"event": "fileCreated",
"options": {},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"triggerOn": "specificFolder",
"folderToWatch": {
"__rl": true,
"mode": "list",
"value": "1rFIHlWMlbt0vAh1CWjcmNOmJYk_8jUIb",
"cachedResultUrl": "https://drive.google.com/drive/folders/1rFIHlWMlbt0vAh1CWjcmNOmJYk_8jUIb",
"cachedResultName": "Case - dentist"
}
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "1Irxryx1yQ3upU2i",
"name": "Google Drive account"
}
},
"typeVersion": 1
},
{
"id": "fd7a9260-7d85-4129-bf2d-f7700781091b",
"name": "Download File",
"type": "n8n-nodes-base.googleDrive",
"position": [
1200,
2580
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $('Set File ID').last().json.file_id }}"
},
"options": {
"googleFileConversion": {
"conversion": {
"docsToFormat": "application/pdf",
"sheetsToFormat": "application/pdf",
"slidesToFormat": "application/pdf",
"drawingsToFormat": "application/pdf"
}
}
},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "1Irxryx1yQ3upU2i",
"name": "Google Drive account"
}
},
"executeOnce": true,
"typeVersion": 3
},
{
"id": "e17a7bc1-6483-439b-acb0-2b13f66466e5",
"name": "File Updated",
"type": "n8n-nodes-base.googleDriveTrigger",
"position": [
620,
2660
],
"parameters": {
"event": "fileUpdated",
"options": {},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"triggerOn": "specificFolder",
"folderToWatch": {
"__rl": true,
"mode": "list",
"value": "1rFIHlWMlbt0vAh1CWjcmNOmJYk_8jUIb",
"cachedResultUrl": "https://drive.google.com/drive/folders/1rFIHlWMlbt0vAh1CWjcmNOmJYk_8jUIb",
"cachedResultName": "Case - dentist"
}
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "1Irxryx1yQ3upU2i",
"name": "Google Drive account"
}
},
"typeVersion": 1
},
{
"id": "b0e5b639-cf0e-4289-8ce7-96e6fd1e831f",
"name": "Delete Old Doc Rows",
"type": "n8n-nodes-base.supabase",
"position": [
1020,
2580
],
"parameters": {
"tableId": "documents",
"operation": "delete",
"filterType": "string",
"filterString": "=metadata->>drive_file_id=like.*{{ $json.file_id }}*"
},
"credentials": {
"supabaseApi": {
"id": "QBhcokohbJHfQZ9A",
"name": "Supabase club"
}
},
"typeVersion": 1,
"alwaysOutputData": true
},
{
"id": "c583b665-b756-4b8c-8150-34f559df9007",
"name": "Set File ID",
"type": "n8n-nodes-base.set",
"position": [
860,
2580
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "10646eae-ae46-4327-a4dc-9987c2d76173",
"name": "file_id",
"type": "string",
"value": "={{ $json.id }}"
},
{
"id": "7d0b3a5e-9dfa-46d3-bf16-f6fc1d44f242",
"name": "extension",
"type": "string",
"value": "={{ $json.fileExtension }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "558473fe-cc06-41d8-ab06-cc6c03a8c40e",
"name": "Create File record1",
"type": "n8n-nodes-base.supabase",
"position": [
2380,
2780
],
"parameters": {
"tableId": "files",
"fieldsUi": {
"fieldValues": [
{
"fieldId": "name",
"fieldValue": "={{ $('Download File').item.binary.data.fileName }}"
},
{
"fieldId": "google_drive_id",
"fieldValue": "={{ $('Set File ID').item.json.file_id }}"
}
]
}
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 1
},
{
"id": "87e490c4-f9cb-4821-a234-a9c9d2c93836",
"name": "Default Data Loader1",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
2640,
2980
],
"parameters": {
"options": {
"metadata": {
"metadataValues": [
{
"name": "=file_id",
"value": "={{ $json.id }}"
},
{
"name": "drive_file_id",
"value": "={{ $('Set File ID').item.json.file_id }}"
}
]
}
},
"jsonData": "={{ $('Set Text3').item.json.text }}",
"jsonMode": "expressionData"
},
"typeVersion": 1
},
{
"id": "373efd3c-f7dd-4efc-a268-ed05d8b2e309",
"name": "Embeddings OpenAI3",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
2480,
2960
],
"parameters": {
"model": "text-embedding-3-small",
"options": {}
},
"credentials": {
"openAiApi": {
"id": "fLfRtaXbR0EVD0pl",
"name": "OpenAi account"
}
},
"typeVersion": 1
},
{
"id": "17daf2dd-1d4c-498e-8404-7cc371f81894",
"name": "Recursive Character Text Splitter1",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
2660,
3180
],
"parameters": {
"options": {},
"chunkSize": 500,
"chunkOverlap": 200
},
"typeVersion": 1
},
{
"id": "afcfc728-9798-4703-998d-edc535eb859e",
"name": "Insert into Supabase Vectorstore1",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
2580,
2780
],
"parameters": {
"mode": "insert",
"options": {
"queryName": "match_documents"
},
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
}
},
"credentials": {
"supabaseApi": {
"id": "t8AQJzvZvrOMDLec",
"name": "Supabase account info@ Demo"
}
},
"typeVersion": 1
},
{
"id": "78e7d15c-5797-488c-b869-bb887878e930",
"name": "Sticky Note11",
"type": "n8n-nodes-base.stickyNote",
"position": [
540,
2240
],
"parameters": {
"color": 5,
"width": 2465,
"height": 1139,
"content": "## Scenario 3 - Flow for adding new files from Supabase storage"
},
"typeVersion": 1
},
{
"id": "f572511d-6374-4b0b-8907-9f6c82179feb",
"name": "Edit Fields",
"type": "n8n-nodes-base.set",
"position": [
1600,
300
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "ad3055e5-41eb-4e00-9f55-dbcde47a03c7",
"name": "session_id",
"type": "string",
"value": "={{ $('When chat message received').item.json.sessionId }}"
},
{
"id": "56126e31-5fe0-4a9c-b9c9-d62fcb8bd469",
"name": "message",
"type": "string",
"value": "={{ $('When chat message received').item.json.chatInput }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "be2de117-410c-49c2-b95c-45b4a0e036d6",
"name": "Edit Fields1",
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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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"parameters": {
"url": "=https://api.cloud.llamaindex.ai/api/parsing/job/{{ $json.id }}",
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},
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{
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{
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{
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2780
],
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}
]
}
},
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},
{
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1420,
140
],
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],
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}Preguntas frecuentes
¿Cómo usar este flujo de trabajo?
Copie el código de configuración JSON de arriba, cree un nuevo flujo de trabajo en su instancia de n8n y seleccione "Importar desde JSON", pegue la configuración y luego modifique la configuración de credenciales según sea necesario.
¿En qué escenarios es adecuado este flujo de trabajo?
Avanzado - Ingeniería, Inteligencia Artificial, Operaciones de TI
¿Es de pago?
Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.
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Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos62
Categoría3
Tipos de nodos23
Descripción de la dificultad
Autor
Mark Shcherbakov
@lowcodingdevI am a business analyst with a development background, dedicated to helping small businesses and entrepreneurs leverage cloud services for increased efficiency. My expertise lies in automating manual workflows, integrating data from multiple cloud service providers, creating insightful dashboards, and building custom CRM systems. https://www.linkedin.com/in/marklowcoding/
Enlaces externos
Ver en n8n.io →
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