This workflow follows the HTTP Request → OpenAI recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"updatedAt": "2025-06-15T14:51:07.537Z",
"createdAt": "2025-06-15T14:51:07.537Z",
"id": "jpQEcAxWaZtLwRQr",
"name": "SDR NINJA | WhatsApp | Eleven Labs | Respondendo com \u00c1udio",
"active": false,
"isArchived": false,
"nodes": [
{
"parameters": {
"operation": "push",
"list": "={{ $('Vari\u00e1veis').item.json.sender }}_ai_messages",
"messageData": "={{ $json.sentence }}"
},
"id": "e9de3f3f-5802-49f5-ba79-992b289d1918",
"name": "AI Message Buffer",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
620,
740
]
},
{
"parameters": {
"content": "# Interven\u00e7\u00e3o Humana \n### Se a mensagem for manual, bloqueia mensagens da automa\u00e7\u00e3o por TTL \nTTL = Segundos\n60 = 1 Min\n900 = 15 Min",
"height": 520,
"width": 739
},
"id": "cf8f955b-8836-4efd-939a-495d8cbbc2f9",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-3900,
100
]
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"leftValue": "={{ $json.block }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "empty",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "IA PODE RESPONDER"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "3ef0e01c-cc14-4663-bb4d-2905b350c3ab",
"leftValue": "={{ $json.block }}",
"rightValue": "true",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "IA NAO PODE RESPONDER"
}
]
},
"options": {}
},
"id": "302ee4c2-224f-444d-9aa6-12106954d852",
"name": "Switch Block",
"type": "n8n-nodes-base.switch",
"typeVersion": 3,
"position": [
-3540,
460
]
},
{
"parameters": {
"operation": "get",
"propertyName": "block",
"key": "={{ $('Vari\u00e1veis').item.json.sender }}_block_v0",
"options": {}
},
"id": "ba1ac9cb-70bc-4b27-b8da-ba28f1500afc",
"name": "Get Block Chat Id",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
-3800,
460
]
},
{
"parameters": {
"content": "# Filtro\n## Remove mensagens do pr\u00f3prio rob\u00f4\n",
"height": 380,
"width": 300,
"color": 6
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-4220,
240
],
"id": "b07b18b0-7c7b-484b-a21f-ff1fdaa1250d",
"name": "Sticky Note6"
},
{
"parameters": {
"content": "# SDR Ninja\n### Quebra Obje\u00e7\u00f5es e vende o produto",
"height": 520,
"width": 400,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-780,
240
],
"id": "32b53761-cde6-4e34-a423-8e9345b371dd",
"name": "Sticky Note5"
},
{
"parameters": {
"content": "# Tags\n### Cria tags para pesquisa na aba Executions",
"height": 340,
"width": 220,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-20,
560
],
"id": "f0bf646a-a6a4-40b1-b4ae-1a8855aab4ba",
"name": "Sticky Note4"
},
{
"parameters": {
"content": "# Loop\n### Entrega as mensagens em ordem, com um intervalo aleat\u00f3rio entre elas.\n",
"height": 440,
"width": 1080
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
240,
560
],
"id": "7b182d44-360e-43dc-ab71-30ca87124c4b",
"name": "Sticky Note3"
},
{
"parameters": {
"content": "# Split\n### Quebra mensagem em mensagens menores\n",
"height": 340,
"width": 220,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-300,
560
],
"id": "79141e6c-97ae-4c84-86dc-992130679a32",
"name": "Sticky Note2"
},
{
"parameters": {
"content": "## Debounce\nConcatena mensagens quebradas",
"height": 380,
"width": 1120,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-1920,
320
],
"id": "f9a26f3a-35e3-4864-8599-d9924e01a2cb",
"name": "Sticky Note"
},
{
"parameters": {
"amount": 3
},
"id": "13039de9-df38-40c1-a0c0-67fbb62acfad",
"name": "Wait2",
"type": "n8n-nodes-base.wait",
"typeVersion": 1.1,
"position": [
-1640,
460
]
},
{
"parameters": {
"operation": "delete",
"key": "={{ $('Vari\u00e1veis').item.json.sender }}_debounce"
},
"id": "dd1cae42-a443-450f-ae62-7a1b1dc41509",
"name": "Clear Buffer",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
-960,
440
]
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "9e9b4155-e399-4936-a5db-2d79c8cb871f",
"leftValue": "={{ $json.mensagem?.last() || \" \"}}",
"rightValue": "={{ $('Webhook - Follow-Up').item.json.body.entry[0].messaging[0].message?.text || $('Webhook - Follow-Up').item.json.body.entry[0].messaging[0].postback?.payload || \"auto\"}}",
"operator": {
"type": "string",
"operation": "contains"
}
}
],
"combinator": "and"
},
"options": {}
},
"id": "1bccb92c-01d5-4d55-adef-e3490531e83c",
"name": "If no new messages",
"type": "n8n-nodes-base.if",
"typeVersion": 2,
"position": [
-1220,
460
]
},
{
"parameters": {
"operation": "get",
"propertyName": "mensagem",
"key": "={{ $('Vari\u00e1veis').item.json.sender }}_debounce",
"options": {}
},
"id": "e2561aa0-13b5-4eda-b999-ea06139497e7",
"name": "Get Buffer Messages",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
-1440,
460
]
},
{
"parameters": {
"operation": "push",
"list": "={{ $('Vari\u00e1veis').item.json.sender }}_debounce",
"messageData": "={{ $('Message').item.json.mensagem }}",
"tail": true
},
"id": "059ee3ab-1e6e-40cc-ad32-a0f496a8cdcf",
"name": "Buffer",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
-1840,
460
]
},
{
"parameters": {
"dataToSave": {
"values": [
{
"key": "type",
"value": "Message"
},
{
"key": "sender",
"value": "={{ $('Vari\u00e1veis').item.json.sender }}"
}
]
}
},
"type": "n8n-nodes-base.executionData",
"typeVersion": 1,
"position": [
40,
720
],
"id": "03879afe-763d-48c0-b6c0-5e30b6787507",
"name": "Execution Data"
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Vari\u00e1veis').item.json.sender }}_wapp",
"contextWindowLength": 40
},
"type": "@n8n/n8n-nodes-langchain.memoryRedisChat",
"typeVersion": 1.4,
"position": [
-540,
640
],
"id": "852df49a-35b5-4bb0-aeb2-519464cff9c8",
"name": "Redis Chat Memory"
},
{
"parameters": {
"resource": "assistant",
"assistantId": {
"__rl": true,
"value": "asst_sZOxXNL6VQC6kDJA5rSaBFNk",
"mode": "list",
"cachedResultName": "NinjaBot | Whatsapp"
},
"prompt": "define",
"text": "={{ $('Get Buffer Messages').item.json.mensagem.join(\" \") }}",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.8,
"position": [
-720,
440
],
"id": "f1967b76-c7b0-405a-97a2-266d9a9d203e",
"name": "OpenAI",
"retryOnFail": true,
"waitBetweenTries": 5000,
"maxTries": 3
},
{
"parameters": {
"amount": "={{ Math.floor(Math.random() * 2) + 1 }}"
},
"type": "n8n-nodes-base.wait",
"typeVersion": 1.1,
"position": [
820,
740
],
"id": "67339406-9f85-419a-aaad-f4efebf2f4e7",
"name": "Wait1"
},
{
"parameters": {
"options": {}
},
"type": "n8n-nodes-base.splitInBatches",
"typeVersion": 3,
"position": [
360,
720
],
"id": "5d6e7ddc-86a4-4d8a-94bd-70124ff55ccf",
"name": "Loop Over Items"
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "loose",
"version": 2
},
"conditions": [
{
"id": "7883d2e9-3b4d-4fad-a1b9-0a7fb3187911",
"leftValue": "={{ $('Vari\u00e1veis').item.json.fromMe }}",
"rightValue": "=true",
"operator": {
"type": "boolean",
"operation": "true",
"singleValue": true
}
}
],
"combinator": "and"
},
"looseTypeValidation": true,
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
-4140,
400
],
"id": "06d49d65-9622-4b1d-ba73-46a0af62724b",
"name": "Remover From Me"
},
{
"parameters": {
"httpMethod": "POST",
"path": "sdr-whatsapp",
"options": {}
},
"id": "f74633c0-efcd-4b8b-87ea-3693d8bc94c2",
"name": "Webhook - Follow-Up",
"type": "n8n-nodes-base.webhook",
"typeVersion": 2,
"position": [
-4960,
400
]
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "22f6820c-81c2-4cb4-8160-3bc4bbf1f466",
"name": "baseUrl",
"value": "={{ $json.body.server_url }}",
"type": "string"
},
{
"id": "f609d7fb-a996-431a-acc7-a0e90cf23b07",
"name": "apikey",
"value": "={{ $json.body.apikey }}",
"type": "string"
},
{
"id": "fe0f2951-e077-4529-bcfe-f5db97d6c137",
"name": "messageType",
"value": "={{ (() => {\n const msg = $json.body?.data?.message;\n const type = $json.body?.data?.messageType;\n if (msg?.audioMessage) return 'audioMessage';\n if (msg?.extendedTextMessage) return 'extendedTextMessage';\n if (msg?.conversation) return 'conversation';\n if (msg?.imageMessage) return 'imageMessage';\n if (type === 'documentMessage') return 'documentMessage';\n return null;\n})() }}",
"type": "string"
},
{
"id": "5feb35fb-5cec-4ba9-be2a-81fade540e62",
"name": "instance",
"value": "={{ $json.body.instance }}",
"type": "string"
},
{
"id": "94d910d7-11ae-412f-a6da-ee5ce4062330",
"name": "sender",
"value": "={{ $json.body.data.key.remoteJid }}",
"type": "string"
},
{
"id": "ead537ac-5605-40af-b815-cfd77fce3971",
"name": "fromMe",
"value": "={{ $json.body.data.key.fromMe }}",
"type": "string"
},
{
"id": "e5f1c0c4-a085-41ac-a857-169a5c8f36a7",
"name": "message",
"value": "={{ (() => { \nconst msg = $json.body?.data?.message; \nconst type = $json.body?.data?.messageType; \nif (msg?.audioMessage?.url) return msg.audioMessage.url; \nif (msg?.extendedTextMessage?.text) return msg.extendedTextMessage.text; \nif (msg?.conversation) return msg.conversation; \nif (msg?.imageMessage) return msg.imageMessage; \nif (type === 'documentMessage' && msg?.documentMessage) return msg.documentMessage; \nreturn null; })() }}",
"type": "string"
},
{
"id": "b6fe89d1-84a7-45e7-8994-a9af458c7501",
"name": "messageId",
"value": "={{ $json.body.data.key.id }}",
"type": "string"
},
{
"id": "088da468-fc5e-40bb-8281-f79673eaa242",
"name": "redis_key",
"value": "={{ $json.body.data.key.remoteJid }}_ai_messages",
"type": "string"
},
{
"id": "c80a3ba4-396a-4878-b426-1c13e55c81b7",
"name": "block_id",
"value": "={{ $json.body.data.key.remoteJid }}_block",
"type": "string"
}
]
},
"options": {}
},
"id": "abb35aac-e601-4a66-b1b9-167633b993a2",
"name": "Vari\u00e1veis",
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-4680,
400
],
"notesInFlow": false
},
{
"parameters": {
"dataToSave": {
"values": [
{
"key": "messageType",
"value": "={{ $json.messageType }}"
},
{
"key": "fromMe",
"value": "={{ $json.fromMe }}"
},
{
"key": "message",
"value": "={{ $json.message }}"
}
]
}
},
"type": "n8n-nodes-base.executionData",
"typeVersion": 1,
"position": [
-4440,
400
],
"id": "75005085-c184-4d75-aa7f-4796199d5a1a",
"name": "Execution Data2"
},
{
"parameters": {
"content": "# Processa Mensagens\n### Transcreve \u00c1udio, imagens e documentos",
"height": 841,
"width": 870,
"color": 5
},
"id": "7a286f8d-d707-4f88-9850-a6c00f108bca",
"name": "Sticky Note13",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-3140,
100
],
"disabled": true
},
{
"parameters": {
"content": "# Webhook\n## Recebe mensagens",
"height": 380,
"width": 300,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-5060,
240
],
"id": "9e935d60-7e0e-4ada-9ab4-ae361bdcfd05",
"name": "Sticky Note8"
},
{
"parameters": {
"content": "## Vari\u00e1veis\n### Cria vari\u00e1veis e adiciona \u00e1 execu\u00e7\u00e3o",
"height": 380,
"width": 500
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-4740,
240
],
"id": "6dfb55f3-59c6-4836-8e8c-99b5d360b460",
"name": "Sticky Note1"
},
{
"parameters": {
"method": "POST",
"url": "={{ $('Vari\u00e1veis').item.json.baseUrl }}/chat/getBase64FromMediaMessage/{{ $('Vari\u00e1veis').item.json.instance }}",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "apikey",
"value": "={{ $('Vari\u00e1veis').item.json.apikey }}"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"message\": {\n \"key\": {\n \"id\": \"{{ $('Vari\u00e1veis').item.json.messageId }}\"\n }\n },\n \"convertToMp4\": true\n} ",
"options": {}
},
"id": "5413b778-98a8-4b31-9034-3d47a0afaecf",
"name": "Mensagem de Audio",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.1,
"position": [
-2800,
260
],
"retryOnFail": true,
"maxTries": 2
},
{
"parameters": {
"operation": "toBinary",
"sourceProperty": "base64",
"options": {
"fileName": "audio",
"mimeType": "={{ $json.mimetype }}"
}
},
"id": "dfd3ebb4-c8cc-409a-b109-6f2e00d6db38",
"name": "Converter \u00c1udio",
"type": "n8n-nodes-base.convertToFile",
"typeVersion": 1.1,
"position": [
-2640,
260
]
},
{
"parameters": {
"method": "POST",
"url": "={{ $('Vari\u00e1veis').item.json.baseUrl }}/chat/getBase64FromMediaMessage/{{ $('Vari\u00e1veis').item.json.instance }}",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "apikey",
"value": "={{ $('Vari\u00e1veis').item.json.apikey }}"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"message\": {\n \"key\": {\n \"id\": \"{{ $('Vari\u00e1veis').item.json.messageId }}\"\n }\n },\n \"convertToMp4\": true\n} ",
"options": {}
},
"id": "4354a8fa-4765-4c98-a9f9-d9eceb6fbf7a",
"name": "Envio de Imagens",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.1,
"position": [
-2800,
560
],
"retryOnFail": true,
"maxTries": 2
},
{
"parameters": {
"operation": "toBinary",
"sourceProperty": "base64",
"options": {
"fileName": "image",
"mimeType": ""
}
},
"id": "ea23e986-a569-4c93-98c5-25a6bd6c9a80",
"name": "Converter Imagem",
"type": "n8n-nodes-base.convertToFile",
"typeVersion": 1.1,
"position": [
-2640,
560
]
},
{
"parameters": {
"operation": "pdf",
"options": {}
},
"id": "28683a79-09f4-438f-95db-c466566886cf",
"name": "Extrair Dados",
"type": "n8n-nodes-base.extractFromFile",
"typeVersion": 1,
"position": [
-2480,
740
]
},
{
"parameters": {
"operation": "toBinary",
"sourceProperty": "base64",
"options": {
"fileName": "=image {{ $('Switch').item.json.body.data.message.documentMessage.fileName }}",
"mimeType": "={{ $('Switch').item.json.body.data.message.documentMessage.mimetype }}"
}
},
"id": "a56ad0f6-bb9e-439a-b36b-89a7c349fe14",
"name": "Converter Arquivo1",
"type": "n8n-nodes-base.convertToFile",
"typeVersion": 1.1,
"position": [
-2640,
740
]
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "101c3ff7-e997-43bb-8e99-fe82746c5993",
"leftValue": "={{ $('Vari\u00e1veis').item.json.messageType }}",
"rightValue": "audioMessage",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "audioMessage"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "4b94d2ac-53e5-4153-9377-4cc6db20cb1c",
"leftValue": "={{ $('Vari\u00e1veis').item.json.messageType }}",
"rightValue": "extendedTextMessage",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "extendedTextMessage"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "38226af4-80fe-4155-9ceb-2379f44e29ed",
"leftValue": "={{ $('Vari\u00e1veis').item.json.messageType }}",
"rightValue": "conversation",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "conversation"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "300366d9-2416-4cf4-93c3-e48c8761c60f",
"leftValue": "={{ $('Vari\u00e1veis').item.json.messageType }}",
"rightValue": "imageMessage",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "imageMessage"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 1
},
"conditions": [
{
"id": "f33566fd-3eb9-45f4-934a-3a39e2adca6c",
"leftValue": "={{ $('Vari\u00e1veis').item.json.messageType }}",
"rightValue": "documentMessage",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "documentMessage"
}
]
},
"options": {
"fallbackOutput": "none"
}
},
"id": "99965c04-8bd4-4cc0-a71d-85c9a4e2eea5",
"name": "Switch",
"type": "n8n-nodes-base.switch",
"typeVersion": 3,
"position": [
-3120,
400
]
},
{
"parameters": {
"resource": "audio",
"operation": "transcribe",
"options": {}
},
"id": "be24efa4-eae8-4478-a69c-1c4d5fbd28ca",
"name": "Transcreve \u00c1udio",
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.6,
"position": [
-2480,
260
]
},
{
"parameters": {
"resource": "image",
"operation": "analyze",
"modelId": {
"__rl": true,
"value": "gpt-4o-mini",
"mode": "list",
"cachedResultName": "GPT-4O-MINI"
},
"text": "Descreva essa imagem, o que tem nela?",
"inputType": "base64",
"options": {}
},
"id": "c4b8a23c-6ea6-49e4-a78c-1b59200cd9f3",
"name": "Analisa Imagem",
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.6,
"position": [
-2480,
560
]
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "491a978a-fe39-4154-bfac-f545eecc88a5",
"name": "mensagem",
"value": "={{ $json.text ?? $json.content ?? $('Vari\u00e1veis').item.json.message }}\n",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-2140,
500
],
"id": "11bb4fa7-ad68-4d39-9cd7-69190df7ef20",
"name": "Message"
},
{
"parameters": {
"method": "POST",
"url": "={{ $('Vari\u00e1veis').item.json.baseUrl }}/chat/getBase64FromMediaMessage/{{ $('Vari\u00e1veis').item.json.instance }}",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "apikey",
"value": "={{ $('Vari\u00e1veis').item.json.apikey }}"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"message\": {\n \"key\": {\n \"id\": \"{{ $('Vari\u00e1veis').item.json.messageId }}\"\n }\n },\n \"convertToMp4\": true\n} ",
"options": {}
},
"id": "1b7c9827-cefc-4053-9492-665d97e17348",
"name": "Envio de Documentos",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.1,
"position": [
-2820,
740
],
"retryOnFail": true,
"maxTries": 2
},
{
"parameters": {
"content": "## Define conte\u00fado da mensagem",
"height": 360,
"width": 300
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-2240,
340
],
"id": "beffe694-cd2d-4244-8439-3cdaf202c986",
"name": "Sticky Note14"
},
{
"parameters": {
"jsCode": "// Retrieve text input from the previous node\nconst text = $input.first().json.output;\n\n// Check if text exists and is a string\nif (!text || typeof text !== 'string') {\n throw new Error(\"Invalid input: Expected a string in $input.first().json.output\");\n}\n\n// Clean text: Remove quotes but keep structure intact\nlet cleanedText = text.replace(/[\"']/g, '');\n\n// Replace all occurrences of **text** with *text*\ncleanedText = cleanedText.replace(/\\*\\*(.*?)\\*\\*/g, '*$1*');\n\n// Split strictly on newlines (\\n or \\r\\n)\nconst sentences = cleanedText.split(/\\r?\\n/).map(line => line.trim()).filter(line => line);\n\n// Format the output as an array of objects\nreturn sentences.map(sentence => ({ sentence }));\n"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
-240,
720
],
"id": "62faeebc-0050-498b-96d9-7ab7bdc448dc",
"name": "Code_Split",
"alwaysOutputData": true
},
{
"parameters": {
"method": "POST",
"url": "={{ $('Vari\u00e1veis').item.json.baseUrl }}/message/sendText/{{ $('Vari\u00e1veis').item.json.instance }}",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "apikey",
"value": "={{ $('Vari\u00e1veis').item.json.apikey }}"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"number\": \"{{ $('Vari\u00e1veis').item.json.sender }}\",\n \"text\": \"{{ $json.sentence }}\"\n}\n",
"options": {}
},
"id": "4e36ffed-c917-449d-a2d5-6844aa5ee937",
"name": "Enviar Mensagem WhatsApp",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.1,
"position": [
1060,
740
],
"continueOnFail": true
},
{
"parameters": {
"operation": "get",
"propertyName": "output",
"key": "={{ $('Vari\u00e1veis').item.json.redis_key }}",
"options": {}
},
"id": "d6e4b3b9-fe49-41d1-9d3a-325db1f7d5d8",
"name": "Get Last AI Messages",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
-3800,
280
]
},
{
"parameters": {
"operation": "set",
"key": "={{ $('Vari\u00e1veis').item.json.block_id }}",
"value": "true",
"keyType": "string",
"expire": true,
"ttl": 2400
},
"id": "c279c313-61c3-4de7-9ffc-bf47e6e7a540",
"name": "Block AI",
"type": "n8n-nodes-base.redis",
"typeVersion": 1,
"position": [
-3360,
240
]
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "loose",
"version": 2
},
"conditions": [
{
"id": "b6b9374c-7f12-4c7c-8f92-9168643c9ce4",
"leftValue": "={{ $json?.output || \"\" }}",
"rightValue": "={{ ($('Vari\u00e1veis').item.json.message || '').replace(/\\n/g, ' ').trim() }}",
"operator": {
"type": "string",
"operation": "contains"
}
}
],
"combinator": "and"
},
"looseTypeValidation": true,
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
-3640,
220
],
"id": "7622d159-6f39-4c64-a2ba-4d35f8b738da",
"name": "If"
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "a5a9d61d-a338-492e-ba67-01437845ac4c",
"leftValue": "={{$json?.output}}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
-3500,
320
],
"id": "0fc4f3ce-35b6-49d6-be65-81cd7280d3a0",
"name": "If1"
},
{
"parameters": {
"method": "POST",
"url": "=https://api.elevenlabs.io/v1/text-to-speech/{{$('Vari\u00e1veis').item.json.voice_id}}",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Accept",
"value": "audio/mpeg"
},
{
"name": "Content-Type",
"value": "application/json"
},
{
"name": "xi-api-key",
"value": "={{ $('Vari\u00e1veis').item.json.eleven_api_key }}"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"text\": \"{{ $json.output.replace(/\\n/g, '\\\\n').replace(/\\\"/g, '\\\\\\\\\"').replace(/\\*/g, '').replace(/\\s+/g, ' ').trim() }}\",\n \"model_id\": \"eleven_multilingual_v2\",\n \"voice_settings\": {\n \"stability\": 0.5,\n \"similarity_boost\": 0.5\n }\n}",
"options": {}
},
"id": "2dc55730-1c26-488c-bb5b-bdbbba2b3869",
"name": "ElevenLabs",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.1,
"position": [
40,
80
]
},
{
"parameters": {
"operation": "binaryToPropery",
"options": {}
},
"id": "61c1f2c3-bbe5-4101-b638-cc387a7541f4",
"name": "Extract from File",
"type": "n8n-nodes-base.extractFromFile",
"typeVersion": 1,
"position": [
220,
80
]
},
{
"parameters": {
"method": "POST",
"url": "={{ $('Vari\u00e1veis').item.json.baseUrl }}/message/sendWhatsAppAudio/{{ $('Vari\u00e1veis').item.json.instance }}",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "apikey",
"value": "={{ $('Vari\u00e1veis').item.json.apikey }}"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"number\": \"{{ $('Vari\u00e1veis').item.json.sender }}\",\n \"audio\": \"{{ $json.data }}\"\n}\n",
"options": {}
},
"id": "5d7ce3de-01d2-4609-8f31-32e30e8073e5",
"name": "sendWhatsAppAudio",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.1,
"position": [
400,
80
]
},
{
"parameters": {
"content": "## Responde em \u00c1udio\n",
"height": 239.1747914011388,
"width": 543.7432906480047,
"color": 3
},
"id": "07420616-28cd-4293-972d-e386c6301a36",
"name": "Sticky Note9",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
0,
0
]
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "c000f740-993e-46aa-aa70-475c61e539d7",
"leftValue": "={{ $json.output.length }}",
"rightValue": 200,
"operator": {
"type": "number",
"operation": "lt"
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
-220,
320
],
"id": "9eb7f59f-658b-4754-aaf2-a6537fc34bda",
"name": "If2"
}
],
"connections": {
"AI Message Buffer": {
"main": [
[
{
"node": "Wait1",
"type": "main",
"index": 0
}
]
]
},
"Get Block Chat Id": {
"main": [
[
{
"node": "Switch Block",
"type": "main",
"index": 0
}
]
]
},
"Switch Block": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Wait2": {
"main": [
[
{
"node": "Get Buffer Messages",
"type": "main",
"index": 0
}
]
]
},
"If no new messages": {
"main": [
[
{
"node": "Clear Buffer",
"type": "main",
"index": 0
}
]
]
},
"Get Buffer Messages": {
"main": [
[
{
"node": "If no new messages",
"type": "main",
"index": 0
}
]
]
},
"Buffer": {
"main": [
[
{
"node": "Wait2",
"type": "main",
"index": 0
}
]
]
},
"Clear Buffer": {
"main": [
[
{
"node": "OpenAI",
"type": "main",
"index": 0
}
]
]
},
"Redis Chat Memory": {
"ai_memory": [
[
{
"node": "OpenAI",
"type": "ai_memory",
"index": 0
}
]
]
},
"OpenAI": {
"main": [
[
{
"node": "If2",
"type": "main",
"index": 0
}
]
]
},
"Wait1": {
"main": [
[
{
"node": "Enviar Mensagem WhatsApp",
"type": "main",
"index": 0
}
]
]
},
"Execution Data": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "AI Message Buffer",
"type": "main",
"index": 0
}
]
]
},
"Remover From Me": {
"main": [
[
{
"node": "Get Last AI Messages",
"type": "main",
"index": 0
}
],
[
{
"node": "Get Block Chat Id",
"type": "main",
"index": 0
}
]
]
},
"Webhook - Follow-Up": {
"main": [
[
{
"node": "Vari\u00e1veis",
"type": "main",
"index": 0
}
]
]
},
"Vari\u00e1veis": {
"main": [
[
{
"node": "Execution Data2",
"type": "main",
"index": 0
}
]
]
},
"Execution Data2": {
"main": [
[
{
"node": "Remover From Me",
"type": "main",
"index": 0
}
]
]
},
"Mensagem de Audio": {
"main": [
[
{
"node": "Converter \u00c1udio",
"type": "main",
"index": 0
}
]
]
},
"Converter \u00c1udio": {
"main": [
[
{
"node": "Transcreve \u00c1udio",
"type": "main",
"index": 0
}
]
]
},
"Envio de Imagens": {
"main": [
[
{
"node": "Converter Imagem",
"type": "main",
"index": 0
}
]
]
},
"Converter Imagem": {
"main": [
[
{
"node": "Analisa Imagem",
"type": "main",
"index": 0
}
]
]
},
"Converter Arquivo1": {
"main": [
[
{
"node": "Extrair Dados",
"type": "main",
"index": 0
}
]
]
},
"Switch": {
"main": [
[
{
"node": "Mensagem de Audio",
"type": "main",
"index": 0
}
],
[
{
"node": "Message",
"type": "main",
"index": 0
}
],
[
{
"node": "Message",
"type": "main",
"index": 0
}
],
[
{
"node": "Envio de Imagens",
"type": "main",
"index": 0
}
],
[
{
"node": "Envio de Documentos",
"type": "main",
"index": 0
}
]
]
},
"Extrair Dados": {
"main": [
[
{
"node": "Message",
"type": "main",
"index": 0
}
]
]
},
"Analisa Imagem": {
"main": [
[
{
"node": "Message",
"type": "main",
"index": 0
}
]
]
},
"Transcreve \u00c1udio": {
"main": [
[
{
"node": "Message",
"type": "main",
"index": 0
}
]
]
},
"Message": {
"main": [
[
{
"node": "Buffer",
"type": "main",
"index": 0
}
]
]
},
"Envio de Documentos": {
"main": [
[
{
"node": "Converter Arquivo1",
"type": "main",
"index": 0
}
]
]
},
"Code_Split": {
"main": [
[
{
"node": "Execution Data",
"type": "main",
"index": 0
}
]
]
},
"Enviar Mensagem WhatsApp": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Get Last AI Messages": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
]
]
},
"If": {
"main": [
[],
[
{
"node": "If1",
"type": "main",
"index": 0
}
]
]
},
"If1": {
"main": [
[
{
"node": "Block AI",
"type": "main",
"index": 0
}
]
]
},
"ElevenLabs": {
"main": [
[
{
"node": "Extract from File",
"type": "main",
"index": 0
}
]
]
},
"Extract from File": {
"main": [
[
{
"node": "sendWhatsAppAudio",
"type": "main",
"index": 0
}
]
]
},
"If2": {
"main": [
[
{
"node": "ElevenLabs",
"type": "main",
"index": 0
}
],
[
{
"node": "Code_Split",
"type": "main",
"index": 0
}
]
]
}
},
"settings": {
"executionOrder": "v1"
},
"staticData": null,
"meta": null,
"versionId": "4bb5b27c-bbab-4ce8-b3c6-9080874fc6c8",
"activeVersionId": null,
"triggerCount": 0,
"shared": [
{
"updatedAt": "2025-06-15T14:51:07.537Z",
"createdAt": "2025-06-15T14:51:07.537Z",
"role": "workflow:owner",
"workflowId": "jpQEcAxWaZtLwRQr",
"projectId": "o60HadikmqrvYZ9Z"
}
],
"activeVersion": null,
"tags": [
{
"updatedAt": "2025-06-14T14:35:30.743Z",
"createdAt": "2025-06-14T14:35:30.743Z",
"id": "f7Ttu7FQN3EvRKX9",
"name": "\ud83e\udd77\ud83c\udffc Ninja Automa\u00e7\u00f5es"
}
]
}
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About this workflow
SDR NINJA | WhatsApp | Eleven Labs | Respondendo com Áudio. Uses redis, executionData, memoryRedisChat, openAi. Webhook trigger; 50 nodes.
Source: https://github.com/diegohugo570/backup-n8n/blob/4b35f5dcf0af947eeb77275d3dcc3f4ff1d296b7/workflows/SDR_NINJA___WhatsApp___Eleven_Labs___Respondendo_com__udio.json — original creator credit. Request a take-down →
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