This workflow follows the Agent → Chainllm 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 →
{
"active": false,
"connections": {
"Lead Existe?": {
"main": [
[],
[]
]
},
"Webhook": {
"main": [
[
{
"node": "Preparar Dados",
"type": "main",
"index": 0
}
]
]
},
"Preparar Dados": {
"main": [
[
{
"node": "Code1",
"type": "main",
"index": 0
}
]
]
},
"Verificar Lead": {
"main": [
[
{
"node": "Lead Existe?",
"type": "main",
"index": 0
}
]
]
},
"Redis": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Wait": {
"main": [
[
{
"node": "Redis1",
"type": "main",
"index": 0
}
]
]
},
"Redis1": {
"main": [
[
{
"node": "If2",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields1": {
"main": [
[]
]
},
"Convert to File": {
"main": [
[
{
"node": "OpenAI",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "Convert to File",
"type": "main",
"index": 0
}
]
]
},
"Convert to File1": {
"main": [
[
{
"node": "OpenAI1",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields3": {
"main": [
[
{
"node": "Convert to File1",
"type": "main",
"index": 0
}
]
]
},
"If3": {
"main": [
[
{
"node": "Redis5",
"type": "main",
"index": 0
}
],
[
{
"node": "Redis4",
"type": "main",
"index": 0
}
]
]
},
"Redis3": {
"main": [
[
{
"node": "Redis",
"type": "main",
"index": 0
}
]
]
},
"Redis4": {
"main": [
[
{
"node": "Redis",
"type": "main",
"index": 0
}
]
]
},
"Redis5": {
"main": [
[
{
"node": "Redis",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields4": {
"main": [
[
{
"node": "Redis",
"type": "main",
"index": 0
}
]
]
},
"OpenAI": {
"main": [
[
{
"node": "Redis3",
"type": "main",
"index": 0
}
]
]
},
"OpenAI1": {
"main": [
[
{
"node": "If3",
"type": "main",
"index": 0
}
]
]
},
"Switch1": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields4",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields3",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields3",
"type": "main",
"index": 0
}
]
]
},
"If2": {
"main": [
[
{
"node": "Pegar \u00daltima Hash",
"type": "main",
"index": 0
}
],
[
{
"node": "No Operation, do nothing",
"type": "main",
"index": 0
}
]
]
},
"Criar Lead": {
"main": [
[]
]
},
"Salvar Hist\u00f3rico": {
"main": [
[
{
"node": "If4",
"type": "main",
"index": 0
}
]
]
},
"Atualizar Lead": {
"main": [
[]
]
},
"Code1": {
"main": [
[
{
"node": "Set Normalizar Telefone",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields2": {
"main": [
[
{
"node": "Evolution API",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields5": {
"main": [
[
{
"node": "Redis",
"type": "main",
"index": 0
}
]
]
},
"If": {
"main": [
[
{
"node": "Edit Fields5",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields5",
"type": "main",
"index": 0
}
]
]
},
"detelar_eventos": {
"ai_tool": [
[
{
"node": "Atendente",
"type": "ai_tool",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "Atendente",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"buscar_eventos": {
"ai_tool": [
[
{
"node": "Atendente",
"type": "ai_tool",
"index": 0
}
]
]
},
"criar_eventos": {
"ai_tool": [
[
{
"node": "Atendente",
"type": "ai_tool",
"index": 0
}
]
]
},
"enviar_email": {
"ai_tool": [
[
{
"node": "Atendente",
"type": "ai_tool",
"index": 0
}
]
]
},
"Atendente": {
"main": [
[
{
"node": "Switch3",
"type": "main",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "Atendente",
"type": "ai_memory",
"index": 0
}
]
]
},
"OpenAI Chat Model1": {
"ai_languageModel": [
[
{
"node": "busca_documentos",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Embeddings OpenAI": {
"ai_embedding": [
[
{
"node": "Supabase Vector Store",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Supabase Vector Store": {
"ai_vectorStore": [
[
{
"node": "busca_documentos",
"type": "ai_vectorStore",
"index": 0
}
]
]
},
"busca_documentos": {
"ai_tool": [
[
{
"node": "Atendente",
"type": "ai_tool",
"index": 0
}
]
]
},
"OpenAI3": {
"ai_languageModel": [
[
{
"node": "Parser Chain",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Segmentos1": {
"main": [
[
{
"node": "Loop Over Items3",
"type": "main",
"index": 0
}
]
]
},
"1,2s1": {
"main": [
[
{
"node": "no.op",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items3": {
"main": [
[],
[
{
"node": "Replace Me",
"type": "main",
"index": 0
}
]
]
},
"no.op": {
"main": [
[
{
"node": "Loop Over Items3",
"type": "main",
"index": 0
}
]
]
},
"OutputParser1": {
"ai_outputParser": [
[
{
"node": "Parser Chain",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Parser Chain": {
"main": [
[
{
"node": "Segmentos1",
"type": "main",
"index": 0
}
]
]
},
"ElevenLabsGenerateVoice": {
"main": [
[
{
"node": "Audio-Base64-Extract from File",
"type": "main",
"index": 0
}
]
]
},
"Code": {
"main": [
[
{
"node": "ElevenLabsGenerateVoice",
"type": "main",
"index": 0
}
]
]
},
"Switch3": {
"main": [
[
{
"node": "Parser Chain",
"type": "main",
"index": 0
}
],
[
{
"node": "Parser Chain",
"type": "main",
"index": 0
}
],
[
{
"node": "Code",
"type": "main",
"index": 0
}
]
]
},
"Redis2": {
"main": [
[]
]
},
"Replace Me": {
"main": [
[
{
"node": "Edit Fields2",
"type": "main",
"index": 0
}
]
]
},
"Enviar WhatsApp1": {
"main": [
[]
]
},
"Evolution API2": {
"main": [
[]
]
},
"Evolution API": {
"main": [
[
{
"node": "1,2s1",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields6": {
"main": [
[
{
"node": "If1",
"type": "main",
"index": 0
}
]
]
},
"Audio-Base64-Extract from File": {
"main": [
[
{
"node": "Enviar WhatsApp",
"type": "main",
"index": 0
}
]
]
},
"If1": {
"main": [
[
{
"node": "Atendente",
"type": "main",
"index": 0
}
],
[
{
"node": "Atendente",
"type": "main",
"index": 0
}
]
]
},
"Think": {
"ai_tool": [
[
{
"node": "Atendente",
"type": "ai_tool",
"index": 0
}
]
]
},
"If4": {
"main": [
[
{
"node": "Switch1",
"type": "main",
"index": 0
}
],
[]
]
},
"Edit Fields8": {
"main": [
[
{
"node": "Salvar Hist\u00f3rico",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields9": {
"main": [
[
{
"node": "Verificar Lead",
"type": "main",
"index": 0
}
]
]
},
"Set Normalizar Telefone": {
"main": [
[
{
"node": "Edit Fields10",
"type": "main",
"index": 0
}
]
]
},
"Verificar Lead1": {
"main": [
[
{
"node": "Lead Existe?1",
"type": "main",
"index": 0
}
]
]
},
"Lead Existe?1": {
"main": [
[
{
"node": "Edit Fields8",
"type": "main",
"index": 0
},
{
"node": "Atualizar Lead1",
"type": "main",
"index": 0
}
],
[
{
"node": "Criar Lead1",
"type": "main",
"index": 0
},
{
"node": "Edit Fields8",
"type": "main",
"index": 0
}
]
]
},
"Atualizar Lead1": {
"main": [
[
{
"node": "If4",
"type": "main",
"index": 0
}
]
]
},
"Criar Lead1": {
"main": [
[
{
"node": "If4",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields10": {
"main": [
[
{
"node": "Verificar Lead1",
"type": "main",
"index": 0
}
]
]
},
"Salvar \u00daltima Msg": {
"main": [
[]
]
},
"Limpar Hist\u00f3rico Redis": {
"main": [
[]
]
},
"Pegar \u00daltima Hash": {
"main": [
[
{
"node": "\u00c9 Mensagem Nova?",
"type": "main",
"index": 0
}
]
]
},
"\u00c9 Mensagem Nova?": {
"main": [
[
{
"node": "Salvar \u00daltima Hash",
"type": "main",
"index": 0
}
]
]
},
"Salvar \u00daltima Hash": {
"main": [
[
{
"node": "Edit Fields6",
"type": "main",
"index": 0
}
]
]
}
},
"createdAt": "2025-05-16T04:08:22.324Z",
"id": "G2Z9oQ4FyLpu7e92",
"isArchived": false,
"meta": {
"templateCredsSetupCompleted": true
},
"name": "My workflow 14",
"nodes": [
{
"parameters": {
"httpMethod": "POST",
"path": "responder-conversa",
"options": {}
},
"name": "Webhook",
"type": "n8n-nodes-base.webhook",
"typeVersion": 1,
"position": [
-1340,
180
],
"id": "116e1716-b3d8-4974-abb3-1ff0c589388b"
},
{
"parameters": {
"values": {
"string": [
{
"name": "phone",
"value": "={{ $json.body?.data?.key?.remoteJid?.replace('@s.whatsapp.net', '').replace(/\\D/g, '') }}"
},
{
"name": "session_id",
"value": "={{ $json.body?.data?.key?.id || $execution.id }}"
},
{
"name": "email",
"value": "={{ $json.body?.email || '' }}"
},
{
"name": "message",
"value": "={{ $json.body?.data?.message?.conversation || '' }}"
},
{
"name": "messageType",
"value": "={{ Object.keys($json.body?.data?.message || {})[0] || 'desconhecido' }}"
},
{
"name": "created_at",
"value": "={{ $now }}"
}
]
},
"options": {}
},
"name": "Preparar Dados",
"type": "n8n-nodes-base.set",
"typeVersion": 1,
"position": [
-1180,
180
],
"id": "780de6bb-26b3-486e-b503-6bebfe671ad9"
},
{
"parameters": {
"operation": "getAll",
"tableId": "leads",
"filters": {
"conditions": [
{
"keyName": "phone",
"condition": "eq",
"keyValue": "={{ $json.telefone_normalizado }}"
}
]
}
},
"name": "Verificar Lead",
"type": "n8n-nodes-base.supabase",
"typeVersion": 1,
"position": [
-1020,
820
],
"id": "5f6b05db-1033-43ce-b6d4-1effda4c67c1",
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"conditions": {
"number": [
{
"value1": "={{ $items(\"Verificar Lead\").length }}"
}
]
}
},
"name": "Lead Existe?",
"type": "n8n-nodes-base.if",
"typeVersion": 1,
"position": [
-800,
840
],
"id": "fcc53af4-ba86-4bce-a309-cea62ad854b1"
},
{
"parameters": {
"tableId": "leads"
},
"name": "Criar Lead",
"type": "n8n-nodes-base.supabase",
"typeVersion": 1,
"position": [
-220,
760
],
"id": "58a559c4-012c-4c48-a1b8-6870ea0ca5cd",
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "update",
"tableId": "leads"
},
"name": "Atualizar Lead",
"type": "n8n-nodes-base.supabase",
"typeVersion": 1,
"position": [
40,
760
],
"id": "c57436cb-29b0-4d44-9e45-3544e33316a4",
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"tableId": "historico_mensagens"
},
"name": "Salvar Hist\u00f3rico",
"type": "n8n-nodes-base.supabase",
"typeVersion": 1,
"position": [
-260,
140
],
"id": "a23c7051-55b6-4a2f-98f8-45866ebe4abe",
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "push",
"list": "={{ $('Edit Fields10').item.json.redisKey }}",
"messageData": "={{ $('Edit Fields10').item.json.redisValue }}",
"tail": true
},
"id": "a000e8ee-354d-4ab0-9154-9668777e6b71",
"name": "Redis",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
1620,
80
],
"credentials": {
"redis": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"amount": 10
},
"id": "22666f1e-533d-450b-9b6d-82b8cfb76a1d",
"name": "Wait",
"type": "n8n-nodes-base.wait",
"typeVersion": 1.1,
"position": [
1780,
80
],
"disabled": true
},
{
"parameters": {
"operation": "get",
"key": "={{ $('Code1').item.json.number }}",
"options": {}
},
"id": "dd67891a-edaa-4480-84a2-ef50db798a9d",
"name": "Redis1",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
1920,
80
],
"credentials": {
"redis": {
"name": "<your credential>"
}
}
},
{
"parameters": {},
"id": "358c3f1b-dc3e-4a1c-816b-668bc40a33fb",
"name": "No Operation, do nothing",
"type": "n8n-nodes-base.noOp",
"typeVersion": 1,
"position": [
2240,
160
]
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "37f63b88-4a52-4421-aa95-db9114e521bc",
"name": "listaMensagens",
"value": "={{ $json.propertyName.join(', ') }}",
"type": "string"
},
{
"id": "76c6b7b9-4829-413d-b470-ab7b16e48b25",
"name": "sessionId",
"value": "={{ $('Lead Existe?1').item.json.session_id }}",
"type": "string"
}
]
},
"options": {}
},
"id": "3c0a5a24-a239-4f6c-9149-aa140bc8eefa",
"name": "Edit Fields1",
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
2020,
-420
]
},
{
"parameters": {
"operation": "delete",
"key": "={{ $('Code1').item.json.number }}"
},
"id": "b0a87312-8648-4b4d-b2b2-ca1d1942a4d8",
"name": "Redis2",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
1320,
-440
],
"credentials": {
"redis": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "toBinary",
"sourceProperty": "data",
"options": {
"fileName": "file.ogg",
"mimeType": "application/ogg"
}
},
"id": "7fc26ce9-01e5-4588-9795-2b0b10488149",
"name": "Convert to File",
"type": "n8n-nodes-base.convertToFile",
"typeVersion": 1.1,
"position": [
460,
100
]
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "3c5ccbc9-69d1-4b13-a7c3-e6945bc8c655",
"name": "data",
"value": "={{ $('Webhook').item.json.body.data.message.base64 }}",
"type": "string"
}
]
},
"options": {}
},
"id": "9ce04e29-158c-4aa0-b4c6-f4d02b562d38",
"name": "Edit Fields",
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
340,
240
]
},
{
"parameters": {
"operation": "toBinary",
"sourceProperty": "data",
"options": {
"fileName": "file.png",
"mimeType": "image/png"
}
},
"id": "a0e8d138-8b57-4933-80d9-7754b9572b8e",
"name": "Convert to File1",
"type": "n8n-nodes-base.convertToFile",
"typeVersion": 1.1,
"position": [
940,
260
]
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "3c5ccbc9-69d1-4b13-a7c3-e6945bc8c655",
"name": "data",
"value": "={{ $('Webhook').item.json.body.data.message.base64 }}",
"type": "string"
}
]
},
"options": {}
},
"id": "25e8056c-2252-49cd-826c-8f5ad151f52a",
"name": "Edit Fields3",
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
340,
400
]
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "ade56c50-1520-4760-8df5-e99617d6d3ad",
"leftValue": "={{ $('Webhook').item.json[\"body\"][\"data\"][\"message\"][\"imageMessage\"][\"caption\"] }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "empty",
"singleValue": true
}
}
],
"combinator": "and"
},
"options": {}
},
"id": "a2217550-8de4-4c4b-aad5-c6f804a1e219",
"name": "If3",
"type": "n8n-nodes-base.if",
"typeVersion": 2,
"position": [
1240,
260
]
},
{
"parameters": {
"operation": "push",
"list": "={{ $('Code1').item.json.number }}",
"messageData": "={{ $('Code1').item.json.message }}",
"tail": true
},
"id": "8a942a84-0cdc-4408-8ef4-c2cd7e950dc7",
"name": "Redis3",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
1440,
-60
],
"credentials": {
"redis": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "push",
"list": "={{ $('Code1').item.json.number }}",
"messageData": "={{ $('Webhook').item.json[\"body\"][\"data\"][\"message\"][\"imageMessage\"][\"caption\"] }}, {{ $json.content.replace(/\\n/g, \"\\\\n\").replace(/['\"]/g, '').trim() }}",
"tail": true
},
"id": "c0983a7b-f502-419a-8e2c-13d06dacfff4",
"name": "Redis4",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
1440,
260
],
"credentials": {
"redis": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "push",
"list": "={{ $('Vari\u00e1veis').item.json.telefone }}",
"messageData": "={{ $json.content.replace(/\\n/g, \"\\\\n\").replace(/['\"]/g, '').trim() }}",
"tail": true
},
"id": "de4aa7b6-c5bb-4103-82ce-6c1d0cb4bc1e",
"name": "Redis5",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
1440,
100
],
"credentials": {
"redis": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "50cebc66-2dbc-4c7a-a09e-83ffb0f52991",
"name": "mensagem",
"value": "={{ $('Preparar Dados').item.json.message }}",
"type": "string"
}
]
},
"options": {}
},
"id": "56f32f48-8087-48ad-ad30-ce68820754a6",
"name": "Edit Fields4",
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
340,
80
]
},
{
"parameters": {
"resource": "audio",
"operation": "transcribe",
"options": {}
},
"id": "867e7257-6696-4804-ac61-842c4c286b96",
"name": "OpenAI",
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.6,
"position": [
620,
100
],
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "image",
"operation": "analyze",
"modelId": {
"__rl": true,
"value": "gpt-4o-mini",
"mode": "list",
"cachedResultName": "GPT-4O-MINI"
},
"text": "Descreva todo o conteudo da imagem. Responda sem acento, sem hifens",
"inputType": "base64",
"options": {}
},
"id": "04916d57-1f42-43f5-98a8-2d19d6d4d7ce",
"name": "OpenAI1",
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.6,
"position": [
1100,
260
],
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "52aaf749-fe4f-44e4-880e-15b2bfc027f1",
"leftValue": "={{ $(\"Code1\").item.json.skip }}",
"rightValue": false,
"operator": {
"type": "boolean",
"operation": "equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "skip"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "e514e613-fd6a-48bd-b0ae-bae2448c810e",
"leftValue": "={{ $(\"Code1\").item.json.messageType }}",
"rightValue": "extendedTextMessage",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "text"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"leftValue": "={{ $('Code1').item.json.messageType }}",
"rightValue": "conversation",
"operator": {
"type": "string",
"operation": "equals"
},
"id": "670e0c36-4272-4a10-a985-cf04874a0760"
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "text"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "c0e434dd-1268-421d-b81b-3a5e90ed9550",
"leftValue": "={{ $('Code1').item.json.messageType }}",
"rightValue": "audioMessage",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "audio"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "d08b0737-61b0-4457-9d57-26e3718e261c",
"leftValue": "{{ $('Code1').item.json.messageType }}",
"rightValue": "imageMessage",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "image"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "889ab76e-2401-4a44-af30-8706a697d4e0",
"leftValue": "unknownType",
"rightValue": "default",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "default"
}
]
},
"options": {}
},
"id": "1078026f-59d5-426a-a1e8-499f1b8ec077",
"name": "Switch1",
"type": "n8n-nodes-base.switch",
"typeVersion": 3,
"position": [
100,
40
]
},
{
"parameters": {
"content": "# Pausa para mensagens",
"height": 140,
"width": 376,
"color": 5
},
"id": "8c76487e-e922-44e9-b4f3-dc52b47e8cef",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
900,
-160
]
},
{
"parameters": {
"content": "",
"height": 720,
"width": 1660,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"position": [
900,
-180
],
"typeVersion": 1,
"id": "5f149435-c146-4101-a48c-f55a44883a9b",
"name": "Sticky Note17"
},
{
"parameters": {
"content": "",
"height": 740,
"width": 800,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
20,
-180
],
"typeVersion": 1,
"id": "b35fa4df-e74b-4231-997f-619c0a1272c7",
"name": "Sticky Note20"
},
{
"parameters": {
"content": "# Classifica Mensagens",
"height": 80,
"width": 396,
"color": 5
},
"id": "7400d194-0731-4cde-9401-e23ce430f0c2",
"name": "Sticky Note21",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
80,
-160
]
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "loose",
"version": 2
},
"conditions": [
{
"id": "21fd20d7-f940-4a66-91d5-5ea4c031bb50",
"leftValue": "={{ $('Code1').first().json.messageHash }}",
"rightValue": "={{ $('Preparar Dados').first().json.message || '' }}",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"looseTypeValidation": true,
"options": {}
},
"id": "81651f09-bac0-4ad5-a3ec-0db12978e5a5",
"name": "If2",
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
2080,
80
]
},
{
"parameters": {
"jsCode": "const raw = $json?.body?.data || {};\nconst key = raw?.key || {};\nconst message = raw?.message || {};\nconst fromMe = key?.fromMe ?? false;\n\n// Fun\u00e7\u00e3o para gerar UUID v4\nfunction generateUUID() {\n return 'xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx'.replace(/[xy]/g, function (c) {\n const r = Math.random() * 16 | 0;\n const v = c === 'x' ? r : (r & 0x3 | 0x8);\n return v.toString(16);\n });\n}\n\n// Captura e normaliza a mensagem de texto\nlet bodyMsg = message?.conversation || \n message?.extendedTextMessage?.text || \n message?.imageMessage?.caption ||\n message?.videoMessage?.caption || \n '';\nbodyMsg = bodyMsg?.toString().normalize().replace(/\\s+/g, ' ').trim();\n\n// Extrai n\u00famero do WhatsApp\nconst remoteJid = key?.remoteJid || '';\nconst number = remoteJid.split('@')[0]?.replace(/\\D/g, '') || '';\n\n// Garante sessionId v\u00e1lido no formato UUID\nlet sessionId = key?.id;\nif (!sessionId || typeof sessionId !== 'string' || !sessionId.match(/^[0-9a-f]{8}-[0-9a-f]{4}-4[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$/i)) {\n sessionId = generateUUID();\n}\n\n// Detecta tipo de mensagem\nlet messageType = 'desconhecido';\nconst allTypes = Object.keys(message || {});\n\nif (allTypes.includes('conversation')) {\n messageType = 'conversation';\n} else if (allTypes.includes('extendedTextMessage')) {\n messageType = 'extendedTextMessage';\n} else if (allTypes.includes('imageMessage')) {\n messageType = 'imageMessage';\n} else if (allTypes.includes('audioMessage')) {\n messageType = 'audioMessage';\n} else if (allTypes.includes('videoMessage')) {\n messageType = 'videoMessage';\n}\n\n// Regras de filtragem\nlet skip = false;\nlet skipReason = '';\n\nif (fromMe) {\n skip = true;\n skipReason = 'Mensagem enviada pelo bot';\n} else if (!bodyMsg) {\n skip = true;\n skipReason = 'Mensagem vazia';\n} else if (!number) {\n skip = true;\n skipReason = 'N\u00famero inv\u00e1lido';\n} else if (messageType === 'desconhecido') {\n skip = true;\n skipReason = 'Tipo de mensagem desconhecido';\n}\n\n// Timestamp atual\nconst timestamp = new Date().toISOString();\n\n// Cria uma hash simples da mensagem para comparar e evitar repeti\u00e7\u00e3o\nfunction createHash(text) {\n return Buffer.from(text).toString('base64').substring(0, 32);\n}\nconst messageHash = bodyMsg ? createHash(bodyMsg) : null;\n\n// Monta payload principal\nconst payload = {\n chatInput: bodyMsg,\n sessionId,\n number,\n message: bodyMsg,\n text: bodyMsg,\n messageType,\n skip,\n skipReason,\n timestamp,\n messageHash\n};\n\n// Prepara chave e valor para Redis\nconst redisKey = `mensagens:${sessionId}`;\nconst redisValue = JSON.stringify(payload);\n\nreturn [{\n json: {\n ...payload,\n redisKey,\n redisValue\n }\n}];\n"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
-1040,
180
],
"id": "54d831a2-f1f8-493c-8d72-4a524f81e0dc",
"name": "Code1"
},
{
"parameters": {
"mode": "raw",
"jsonOutput": "{\n \"rules\": [\n {\n \"value1\": \"{{ $json.skip }}\",\n \"operation\": \"isFalse\"\n }\n ],\n \"combineOperation\": \"all\"\n}\n",
"includeOtherFields": true,
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
4340,
-140
],
"id": "f1d36d14-bd61-46a6-8878-ae830ead8d56",
"name": "Edit Fields2"
},
{
"parameters": {
"height": 780,
"width": 1360
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-1380,
-200
],
"id": "b13776f9-bae0-444a-a758-bd94d1b536f7",
"name": "Sticky Note"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "8d3e6c8a-4150-4951-90fb-2f81898dca7d",
"name": "number",
"value": "={{ $json.number.replace(/[^0-9]/g, '') }}",
"type": "string"
},
{
"id": "4904e424-50cf-45a5-be85-c8bbe7e52653",
"name": "message",
"value": "={{ $('Edit Fields10').item.json.message }}",
"type": "string"
}
]
},
"includeOtherFields": true,
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
760,
-120
],
"id": "9c692f29-3d94-4f15-a1a0-c8db024682c3",
"name": "Edit Fields5"
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "loose",
"version": 2
},
"conditions": [
{
"id": "bbebf08a-59e2-466f-87f1-bdf1b95a7eeb",
"leftValue": "={{ $json.skip }}",
"rightValue": "false",
"operator": {
"type": "boolean",
"operation": "false",
"singleValue": true
}
}
],
"combinator": "and"
},
"looseTypeValidation": true,
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
320,
-40
],
"id": "b50e9098-9083-4cd7-a9c1-5942ce1a621e",
"name": "If",
"disabled": true
},
{
"parameters": {
"content": "# Atendente IA",
"height": 80,
"width": 276,
"color": 5
},
"id": "5c65917a-c918-4a9d-afa4-f922a7769a58",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
2760,
-120
]
},
{
"parameters": {
"content": "",
"height": 620,
"width": 660,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
2740,
-140
],
"typeVersion": 1,
"id": "2603283c-10ea-49d8-b323-ea65906d429b",
"name": "Sticky Note4"
},
{
"parameters": {
"content": "# Agendamento",
"height": 80,
"width": 283,
"color": 5
},
"id": "0d7408f4-88af-4c83-91f3-51a17fb20e86",
"name": "Sticky Note15",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
2760,
660
]
},
{
"parameters": {
"content": "",
"height": 260,
"width": 660,
"color": 6
},
"type": "n8n-nodes-base.stickyNote",
"position": [
2740,
500
],
"typeVersion": 1,
"id": "62ed9f82-d822-43a2-a38e-7730f84922dd",
"name": "Sticky Note16"
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use essa ferramenta quando precisar deletar um evento existente, com base no ID do evento\nsempre use o email do cliente para fazer o cancelamento.",
"operation": "delete",
"calendar": {
"__rl": true,
"value": "faelsouz0211@gmail.com",
"mode": "list",
"cachedResultName": "faelsouz0211@gmail.com"
},
"eventId": "={{ $fromAI('id') }}",
"options": {}
},
"id": "3b450c30-6d00-4b80-bc5e-ed19df0d37ed",
"name": "detelar_eventos",
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.2,
"position": [
3100,
520
],
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"model": "gpt-4.1-mini",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1,
"position": [
2760,
180
],
"id": "596d4872-e8f4-4292-8e37-338102fa856b",
"name": "OpenAI Chat Model",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "getAll",
"calendar": {
"__rl": true,
"value": "faelsouz0211@gmail.com",
"mode": "list",
"cachedResultName": "faelsouz0211@gmail.com"
},
"returnAll": true,
"options": {
"timeMin": "={{ $fromAI('start_date') }}",
"timeMax": "={{ $fromAI('end_date') }}",
"query": "@"
}
},
"id": "3592bc4e-fb5c-4685-af5c-8ca8795ffc7d",
"name": "buscar_eventos",
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.2,
"position": [
2780,
520
],
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use essa ferramenta para criar o agendamento do cliente,apenas um agendamento por hor\u00e1rio, fa\u00e7a com que exista a consulta de hor\u00e1rio na tool busca_eventos para n\u00e3o agendar dois clientes no mesmo horario.\nApenas uma e-mail de usu\u00e1rio por hor\u00e1rio de atendimento\nEst\u00e1 proibido agendar mais de uma vez.",
"calendar": {
"__rl": true,
"value": "faelsouz0211@gmail.com",
"mode": "list",
"cachedResultName": "faelsouz0211@gmail.com"
},
"start": "= {{ $fromAI('start_time') }}",
"end": "= {{ $fromAI('end_time') }}",
"additionalFields": {
"attendees": [
"={{ $fromAI('email_do_cliente') }}"
],
"color": "3",
"conferenceDataUi": {
"conferenceDataValues": {
"conferenceSolution": "hangoutsMeet"
}
},
"description": "={{ (() => { \n const value = $fromAI('tipo_servico'); \n return value.charAt(0).toUpperCase() + value.slice(1); \n})() }} {{ $fromAI('nome_pet') }} Porte {{ $fromAI('porte') }} ",
"location": "={{ $fromAI('local_evento') }}",
"sendUpdates": "all",
"summary": "={{ (() => { \n const value = $fromAI('tipo_servico'); \n return value.charAt(0).toUpperCase() + value.slice(1); \n})() }}: {{ $fromAI('nome_pet') }} - {{ $fromAI('nome_cliente') }} "
}
},
"id": "9392a38a-923a-4aa4-bf34-c4bd7aa736a7",
"name": "criar_eventos",
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.2,
"position": [
2940,
520
],
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use essa ferramenta para enviar um email para o cliente quando solcitiado e tamb\u00e9m para quando o agendamento for confirmado.",
"sendTo": "={{ $fromAI(\"email\") }}",
"subject": "={{ $fromAI(\"Titulo\",\"coloque aqui o titulo do email.\") }}",
"emailType": "text",
"message": "={{ $fromAI(\"texto\",\"coloque aqui os dados resumidos da conversa ou do agendamento, ex: nome, email, telefone, data\") }}",
"options": {
"appendAttribution": false,
"senderName": "Enviado pela ",
"replyTo": "n8nlabz@gmail.com"
}
},
"id": "3ba0ee0f-cefd-4e66-ba98-8694c678fc58",
"name": "enviar_email",
"type": "n8n-nodes-base.gmailTool",
"typeVersion": 2.1,
"position": [
3260,
520
],
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "={{ $(\"Preparar Dados\").item.json.message || '' }}",
"options": {
"systemMessage": "=<systemData>\nData de hoje: {{ $now.weekdayLong }}, {{ $now.format('dd/MM/yyyy') }}, {{ $now.hour.toString().padStart(2, '0') }}:{{ $now.minute.toString().padStart(2, '0') }}\n</systemData>\n\n<Agent>\nNome: Aurora \nDescri\u00e7\u00e3o: Especialista em atendimento e agendamentos para empresas \nObjetivo: Continuar a conversa com o lead, sem repetir mensagens j\u00e1 enviadas.\n</Agent>\n\n<Instruction>\nVoc\u00ea est\u00e1 em uma conversa via WhatsApp. Sempre continue do ponto onde parou. Se j\u00e1 pediu informa\u00e7\u00f5es, aguarde o cliente responder. S\u00f3 repita se ele estiver confuso.\n</Instruction>\n\n\n<Agent>\n\n <Name>Aurora</Name>\n <Description>Especialista em automa\u00e7\u00e3o comercial da AIAgent Automate</Description>\n <Language>Portugu\u00eas Brasileiro</Language>\n\n<Recep\u00e7\u00e3o do Cliente>\nOl\u00e1! Tudo certo? Me chamo Aurora e sou especialista em automa\u00e7\u00e3o comercial da AIAgent Automate \ud83e\udd16. Como posso te ajudar hoje?\n</Recep\u00e7\u00e3o do Cliente>\n\n<CommunicationStyle>\n <style>Consultivo</style>\n <Guide>\n [\n \"Foque sempre em entender o desafio do cliente antes de oferecer uma solu\u00e7\u00e3o.\",\n \"Use exemplos pr\u00e1ticos e linguagem simples, mesmo em contextos t\u00e9cnicos.\",\n \"Mostre empatia e interesse genu\u00edno no crescimento do cliente.\",\n \"Evite termos excessivamente t\u00e9cnicos sem explica\u00e7\u00e3o clara.\",\n \"Seja proativa ao sugerir solu\u00e7\u00f5es com base no que o cliente menciona.\",\n \"Nunca force uma venda; eduque o cliente sobre os benef\u00edcios com base em dados.\",\n \"Sempre ofere\u00e7a uma pr\u00f3xima a\u00e7\u00e3o: agendar reuni\u00e3o, enviar apresenta\u00e7\u00e3o, etc.\",\n \"Evite respostas gen\u00e9ricas. Adapte com base no segmento e no n\u00edvel do cliente.\",\n \"Encerrar sempre perguntando se h\u00e1 mais algo em que pode ajudar.\"\n ]\n </Guide>\n</CommunicationStyle>\n\n<FieldsConfigurator>\n [\n \"Identificar segmento do cliente (ex: sa\u00fade, varejo, servi\u00e7os) para adaptar sugest\u00f5es.\",\n \"Validar se o lead est\u00e1 qualificado (cargo, interesse, momento de compra).\",\n \"Sugest\u00e3o autom\u00e1tica de casos de uso relevantes com base no setor.\",\n \"Monitorar e registrar gatilhos de compra (ex: deseja escalar vendas, reduzir custo etc).\"\n ]\n</FieldsConfigurator>\n\n<Validations>\n <Validation>Validar nome, empresa e e-mail antes de seguir para pr\u00f3xima etapa.</Validation>\n <Validation>Detectar leads duplicados por e-mail e alertar equipe se necess\u00e1rio.</Validation>\n <Validation>Checar se o cliente j\u00e1 \u00e9 da base antes de apresentar solu\u00e7\u00f5es de aquisi\u00e7\u00e3o.</Validation>\n <Validation>Verificar se o cliente entende a proposta de valor da IA antes de agendar reuni\u00e3o.</Validation>\n</Validations>\n\n<Rules>\n <Rule>Se n\u00e3o entender a pergunta do cliente, pe\u00e7a educadamente por mais contexto.</Rule>\n <Rule>Evite afirmar qualquer coisa sem embasamento em dados internos ou depoimentos validados.</Rule>\n <Rule>Jamais compartilhe informa\u00e7\u00f5es internas ou t\u00e9cnicas sens\u00edveis.</Rule>\n <Rule>Se o cliente for rude, mantenha a educa\u00e7\u00e3o e encurte a conversa.</Rule>\n <Rule>Se a conversa for al\u00e9m do escopo da automa\u00e7\u00e3o comercial, encaminhe para um especialista.</Rule>\n <Rule>Evite repetir a mesma informa\u00e7\u00e3o mais de uma vez.</Rule>\n <Rule>Use linguagem acess\u00edvel a tomadores de decis\u00e3o n\u00e3o t\u00e9cnicos.</Rule>\n <Rule>Evite textos longos. Comunica\u00e7\u00e3o objetiva \u00e9 prioridade.</Rule>\n <Rule>Sempre indique um pr\u00f3ximo passo claro no fim da conversa.</Rule>\n <Rule>Se o cliente quiser agendar uma reuni\u00e3o, confirme e colete: nome, e-mail, telefone, cargo, empresa e hor\u00e1rio.</Rule>\n <Rule>O agente s\u00f3 deve continuar a conversa ap\u00f3s o cliente responder no WhatsApp.</Rule>\n</Rules>\n\n<Agents>\n <SDR>\n <Nome>Aurora SDR</Nome>\n <Fun\u00e7\u00e3o>Qualificar leads comerciais com base em interesse, cargo e momento de compra.</Fun\u00e7\u00e3o>\n <Fluxo>\n - Receber o lead\n - Fazer perguntas de qualifica\u00e7\u00e3o (nome, empresa, cargo, desafio)\n - Validar interesse e repassar para agendamento se lead estiver pronto\n </Fluxo>\n </SDR>\n \n <Agendamento>\n <Nome>Aurora Agenda</Nome>\n <Fun\u00e7\u00e3o>Agendar reuni\u00f5es com leads qualificados, considerando fuso hor\u00e1rio de S\u00e3o Paulo (America/Sao_Paulo).</Fun\u00e7\u00e3o>\n <Fluxo>\n - Confirmar interesse do cliente\n - Coletar: nome, e-mail, telefone, cargo, empresa e melhor hor\u00e1rio\n - Confirmar data/hora com timezone correto\n - Encaminhar confirma\u00e7\u00e3o\n </Fluxo>\n </Agendamento>\n</Agents>\n\n<Roteiro>\n```markdown\n# Roteiro de Conversa \u2013 Agente Comercial B2B (Aurora \u2013 AIAgent Automate)\n\n---\n\n## 1. Sauda\u00e7\u00e3o Inicial\n\"Ol\u00e1! Tudo certo? Me chamo Aurora e sou especialista em automa\u00e7\u00e3o comercial da AIAgent Automate \ud83e\udd16. Como posso te ajudar hoje?\"\n\n---\n\n## 2. Diagn\u00f3stico Inicial (SDR)\n\n**Perguntas de qualifica\u00e7\u00e3o (uma de cada vez):**\n- Qual o nome da sua empresa?\n- Qual o seu nome e cargo por l\u00e1?\n- Qual \u00e9 o maior desafio comercial que voc\u00ea enfrenta hoje? (ex: captar leads, qualificar, responder r\u00e1pido, escalar atendimento...)\n- Seu processo de vendas \u00e9 mais B2B ou B2C?\n- Voc\u00ea j\u00e1 utiliza alguma automa\u00e7\u00e3o atualmente?\n\n---\n\n## 3. Apresenta\u00e7\u00e3o de Valor\n\"Entendi! Com a nossa tecnologia de agentes de IA, empresas como a sua conseguem: \n- Reduzir at\u00e9 60% do tempo de resposta \n- Aumentar convers\u00e3o de leads em at\u00e9 40% \n- Operar 24/7 sem sobrecarga humana \nTudo isso com intera\u00e7\u00f5es naturais, integradas a WhatsApp, CRM e muito mais.\"\n\n---\n\n## 4. Proposta de A\u00e7\u00e3o\n\"Se fizer sentido, posso agendar uma reuni\u00e3o r\u00e1pida com um especialista da AIAgent. Pode ser?\"\n\n---\n\n## 5. Agendamento (Agente Agenda)\n\"Perfeito! Para agendar, preciso de algumas informa\u00e7\u00f5es r\u00e1pidas, pode ser?\" \n[Coleta: Nome, Empresa, E-mail, Telefone, Cargo, Melhor Hor\u00e1rio em hor\u00e1rio de S\u00e3o Paulo]\n\n---\n\n## 6. Encerramento\n\"Obrigada pela conversa! Se precisar de algo a mais, \u00e9 s\u00f3 me chamar por aqui. Vamos te ajudar a escalar suas vendas com intelig\u00eancia. \ud83d\ude80\"\n\n---\n\n## 7. Esperar mensagem no WhatsApp antes de seguir a conversa.\n\n\n\n"
}
},
"id": "0bc6cca1-111e-473b-aa3d-17ea428fe8ac",
"name": "Atendente",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.6,
"position": [
2920,
0
]
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $(\"Preparar Dados\").item.json.sessionId || $execution.id }}",
"contextWindowLength": "={{ 50 }}"
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
2900,
180
],
"id": "62d19e16-7bef-4b82-8cd8-f8ea48aec3cb",
"name": "Simple Memory",
"notesInFlow": false
},
{
"parameters": {
"options": {}
},
"id": "129e54e3-667b-4331-b9da-36911b5cd269",
"name": "OpenAI Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1,
"position": [
3860,
560
],
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"model": "text-embedding-3-small",
"options": {}
},
"id": "68c63908-7a48-4a8e-ad3c-e992954aff47",
"name": "Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"typeVersion": 1,
"position": [
3640,
700
],
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"tableName": {
"__rl": true,
"value": "documents",
"mode": "list",
"cachedResultName": "documents"
},
"options": {
"queryName": "match_documents"
}
},
"id": "b4853166-86fb-4edc-bce2-799f399c12b5",
"name": "Supabase Vector Store",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"typeVersion": 1,
"position": [
3560,
560
],
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"content": "",
"height": 520,
"width": 460,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
3540,
400
],
"typeVersion": 1,
"id": "94e015bc-81d9-4c0a-851b-fdeddc0367ec",
"name": "Sticky Note5"
},
{
"parameters": {
"name": "user_documents",
"description": "Contains all the information about prices that you can check to answer user questions."
},
"id": "800f22f6-715b-4634-9d00-f3a7ba0af7bd",
"name": "busca_documentos",
"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
"typeVersion": 1,
"position": [
3640,
420
]
},
{
"parameters": {
"options": {}
},
"id": "ca54c355-0b88-4592-a67b-3a213c8d559e",
"name": "OpenAI3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1,
"position": [
3600,
-60
],
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"fieldToSplitOut": "output.messages",
"options": {
"destinationFieldName": "output"
}
},
"id": "9cceeec1-05a5-4cc4-89e6-2d319539f602",
"name": "Segmentos1",
"type": "n8n-nodes-base.splitOut",
"typeVersion": 1,
"position": [
3880,
-300
]
},
{
"parameters": {
"amount": 1.2
},
"id": "f56e438b-dcb2-40c6-bbc9-305a6b200b78",
"name": "1,2s1",
"type": "n8n-nodes-base.wait",
"typeVersion": 1.1,
"position": [
4600,
-280
]
},
{
"parameters": {
"options": {}
},
"id": "9bdd57fb-bc43-44ee-bdd0-9e54feb1bd2f",
"name": "Loop Over Items3",
"type": "n8n-nodes-base.splitInBatches",
"typeVersion": 3,
"position": [
4020,
-280
]
},
{
"parameters": {},
"id": "173a3fb5-c7a2-4fc7-8da5-242e103e8f61",
"name": "no.op",
"type": "n8n-nodes-base.noOp",
"typeVersion": 1,
"position": [
4740,
-280
]
},
{
"parameters": {},
"id": "74573f4b-d683-47ef-93aa-9d27f7779832",
"name": "Replace Me",
"type": "n8n-nodes-base.noOp",
"typeVersion": 1,
"position": [
4240,
-280
]
},
{
"parameters": {
"schemaType": "manual",
"inputSchema": "{\n \"type\": \"object\",\n \"properties\": {\n \"messages\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\"messages\"]\n}"
},
"id": "2e749181-d6e6-41bb-b48e-5b31b2ebdc55",
"name": "OutputParser1",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"typeVersion": 1.2,
"position": [
3760,
-60
]
},
{
"parameters": {
"promptType": "define",
"text": "=Whatsapp message to be splitted and formated: {{ $json.output }}",
"hasOutputParser": true,
"messages": {
"messageValues": [
{
"message": "=Por favor, gere a sa\u00edda no seguinte formato JSON:\n{\n \"messages\": [\n \"splitedMessage\",\n \"splitedMessage\",\n \"splitedMessage\"\n ]\n}\n\nAs mensagens devem ser divididas de forma natural, afinal estamos conversando com um humano, n\u00e3o \u00e9 mesmo?\n\nCertifique-se de que a resposta siga exatamente essa estrutura, incluindo os colchetes e as aspas.\n\n### Jamais separe uma mensagem vazia.\n\n### Certifique-se de que a resposta siga exatamente essa estrutura abaixo, deixando somente entre '*' para negrito e nunca fugindo das demais regras de markdown do whatsapp:\n\t\t\t- *negrito* (substitua '**' por '*')\n\t\t\t- ~tachado~ (caso seja algo que foi exclu\u00eddo ou alterado)\n\t\t\t- _it\u00e1lico_.(extremamente raro)\n - `link` (usar sempre em todos os links)\n\nTudo o que for link, pode colocar entre \"`\", ou seja, na seguinte formata\u00e7\u00e3o: `www.link.com.br`\n"
}
]
}
},
"id": "ea25df6b-25d6-4347-9237-98a2bb96ebc9",
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
gmailOAuth2openAiApiopenWeatherMapApi
Pro
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About this workflow
My workflow 14. Uses rssFeedRead, chainLlm, lmChatOpenAi, openWeatherMap. Scheduled trigger; 40 nodes.
Source: https://github.com/Ker102/Kaelux-Automate/blob/main/data/workflows/episodes/episode_2_daily_digest.json — original creator credit. Request a take-down →
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