This workflow follows the Agent → HTTP Request 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 →
{
"name": "BIG-AGENT-V2-EXPANDED",
"nodes": [
{
"parameters": {
"httpMethod": "POST",
"path": "big-agent-webhook",
"options": {
"responseMode": "responseNode"
}
},
"id": "webhook-zapi",
"name": "Webhook Z-API",
"type": "n8n-nodes-base.webhook",
"typeVersion": 2.1,
"position": [
0,
400
]
},
{
"parameters": {
"respondWith": "json",
"responseBody": "={{ JSON.stringify({ status: 'received' }) }}",
"options": {}
},
"id": "respond-200",
"name": "Responder 200",
"type": "n8n-nodes-base.respondToWebhook",
"typeVersion": 1.1,
"position": [
220,
400
]
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict"
},
"conditions": [
{
"id": "filter-recebida",
"leftValue": "={{ $json.fromMe }}",
"rightValue": false,
"operator": {
"type": "boolean",
"operation": "equals"
}
}
],
"combinator": "and"
},
"options": {}
},
"id": "filter-recebida",
"name": "Filtrar Recebidas",
"type": "n8n-nodes-base.filter",
"typeVersion": 2,
"position": [
440,
400
]
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "telefone",
"name": "telefone",
"value": "={{ $json.phone.replace('@c.us', '').replace('@s.whatsapp.net', '') }}",
"type": "string"
},
{
"id": "mensagem",
"name": "mensagem",
"value": "={{ $json.text?.message || $json.body || '' }}",
"type": "string"
},
{
"id": "nome_push",
"name": "nome_push",
"value": "={{ $json.senderName || $json.pushName || '' }}",
"type": "string"
},
{
"id": "message_id",
"name": "message_id",
"value": "={{ $json.messageId || '' }}",
"type": "string"
}
]
},
"options": {}
},
"id": "parse-mensagem",
"name": "Parsear Mensagem",
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
660,
400
]
},
{
"parameters": {
"method": "GET",
"url": "=https://frank-doberman-25459.upstash.io/get/session:{{ $json.telefone }}",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"options": {}
},
"id": "redis-get-session",
"name": "Redis: Buscar Sessao",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
880,
400
],
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "select",
"tableId": "ba_leads",
"filterType": "string",
"filterString": "=telefone=eq.{{ $('Parsear Mensagem').item.json.telefone }}",
"options": {
"limit": 1
}
},
"id": "supabase-get-lead",
"name": "Supabase: Buscar Lead",
"type": "n8n-nodes-base.supabase",
"typeVersion": 1,
"position": [
1100,
400
],
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict"
},
"conditions": [
{
"id": "lead-existe",
"leftValue": "={{ $json.length > 0 }}",
"rightValue": true,
"operator": {
"type": "boolean",
"operation": "equals"
}
}
],
"combinator": "and"
},
"options": {}
},
"id": "if-lead-existe",
"name": "Lead Existe?",
"type": "n8n-nodes-base.if",
"typeVersion": 2,
"position": [
1320,
400
]
},
{
"parameters": {
"operation": "insert",
"tableId": "ba_leads",
"fieldsToSend": "defineBelow",
"fieldValues": {
"values": [
{
"fieldName": "telefone",
"fieldValue": "={{ $('Parsear Mensagem').item.json.telefone }}"
},
{
"fieldName": "nome",
"fieldValue": "={{ $('Parsear Mensagem').item.json.nome_push }}"
},
{
"fieldName": "estagio_atual",
"fieldValue": "NOVO"
}
]
},
"options": {}
},
"id": "supabase-criar-lead",
"name": "Supabase: Criar Lead",
"type": "n8n-nodes-base.supabase",
"typeVersion": 1,
"position": [
1540,
560
],
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"jsCode": "// Mesclar dados do lead (existente ou rec\u00e9m-criado)\nconst parsear = $('Parsear Mensagem').item.json;\nconst redisResult = $('Redis: Buscar Sessao').item.json;\nlet leadData = {};\nlet sessao = null;\n\n// Tentar pegar lead existente\ntry {\n const leadArr = $('Supabase: Buscar Lead').item.json;\n if (Array.isArray(leadArr) && leadArr.length > 0) {\n leadData = leadArr[0];\n }\n} catch (e) {}\n\n// Tentar pegar lead rec\u00e9m-criado\ntry {\n const novoLead = $('Supabase: Criar Lead').item.json;\n if (novoLead && novoLead.id) {\n leadData = novoLead;\n }\n} catch (e) {}\n\n// Tentar pegar sess\u00e3o do Redis\ntry {\n if (redisResult && redisResult.result) {\n sessao = JSON.parse(redisResult.result);\n }\n} catch (e) {\n sessao = null;\n}\n\nreturn {\n json: {\n telefone: parsear.telefone,\n mensagem: parsear.mensagem,\n nome: parsear.nome_push || leadData.nome || 'Desconhecido',\n message_id: parsear.message_id,\n lead_id: leadData.id || null,\n estagio_atual: leadData.estagio_atual || 'NOVO',\n lead_score: leadData.lead_score || 0,\n sessao: sessao,\n historico: sessao?.historico || []\n }\n};"
},
"id": "merge-dados",
"name": "Mesclar Dados",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
1760,
400
]
},
{
"parameters": {
"promptType": "define",
"text": "=Classifique a intencao da mensagem.\n\nMensagem: {{ $json.mensagem }}\n\nIntencoes possiveis: SAUDACAO, INTERESSE, DUVIDA_PRODUTO, PRECO, OBJECAO_DINHEIRO, OBJECAO_TEMPO, OBJECAO_DUVIDA, OBJECAO_EXTERNA, COMPRAR, SUPORTE, RECLAMACAO, HUMANO, OFFTOPIC, DESPEDIDA\n\nResponda APENAS com JSON: {\"intencao\": \"TIPO\", \"confianca\": 0.95}",
"options": {
"systemMessage": "Voce e um classificador de intencoes. Responda APENAS com JSON valido, nada mais."
}
},
"id": "classificar-intencao",
"name": "Classificar Intencao",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 3,
"position": [
1980,
400
]
},
{
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "claude-3-haiku-20240307",
"cachedResultName": "Claude 3 Haiku"
},
"options": {
"maxTokensToSample": 100,
"temperature": 0
}
},
"id": "haiku-model",
"name": "Haiku Model",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"typeVersion": 1.3,
"position": [
1980,
620
]
},
{
"parameters": {
"jsCode": "const input = $input.all()[0].json;\nconst intencaoRaw = input.output || '{}';\n\nlet intencao;\ntry {\n const match = intencaoRaw.match(/\\{[\\s\\S]*\\}/);\n intencao = match ? JSON.parse(match[0]) : { intencao: 'SAUDACAO', confianca: 0.5 };\n} catch (e) {\n intencao = { intencao: 'SAUDACAO', confianca: 0.5 };\n}\n\n// Pegar dados mesclados\nlet dados = {};\ntry {\n dados = $('Mesclar Dados').item.json;\n} catch (e) {\n dados = {\n telefone: 'unknown',\n mensagem: '',\n nome: 'Desconhecido',\n estagio_atual: 'NOVO'\n };\n}\n\nreturn {\n json: {\n ...dados,\n intencao: intencao.intencao,\n confianca: intencao.confianca,\n precisa_escalar: ['HUMANO', 'RECLAMACAO'].includes(intencao.intencao)\n }\n};"
},
"id": "processar-intencao",
"name": "Processar Intencao",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
2200,
400
]
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict"
},
"conditions": [
{
"id": "precisa-escalar",
"leftValue": "={{ $json.precisa_escalar }}",
"rightValue": true,
"operator": {
"type": "boolean",
"operation": "equals"
}
}
],
"combinator": "and"
},
"options": {}
},
"id": "if-escalar",
"name": "Precisa Escalar?",
"type": "n8n-nodes-base.if",
"typeVersion": 2,
"position": [
2420,
400
]
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "msg-escalacao",
"name": "mensagem",
"value": "Vou te passar pra alguem que pode te ajudar melhor com isso. Um momento! \ud83d\ude4f",
"type": "string"
},
{
"id": "telefone",
"name": "telefone",
"value": "={{ $json.telefone }}",
"type": "string"
}
]
},
"options": {}
},
"id": "msg-escalacao",
"name": "Msg Escalacao",
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
2640,
240
]
},
{
"parameters": {
"method": "POST",
"url": "https://api.z-api.io/instances/3DEB4A36EC19A04479A132C54B267657/token/9F776951DB6B2E95F3E07510/send-text",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"phone\": \"{{ $json.telefone }}\",\n \"message\": \"{{ $json.mensagem }}\"\n}",
"options": {}
},
"id": "zapi-enviar-escalacao",
"name": "Z-API: Enviar Escalacao",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
2860,
240
],
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "=LEAD: {{ $json.nome || 'Desconhecido' }}\nTELEFONE: {{ $json.telefone }}\nESTAGIO: {{ $json.estagio_atual }}\nINTENCAO: {{ $json.intencao }}\n\nHISTORICO RECENTE:\n{{ $json.historico ? $json.historico.slice(-5).map(m => m.role + ': ' + m.content).join('\\n') : '(primeira mensagem)' }}\n\nMENSAGEM DO LEAD:\n{{ $json.mensagem }}\n\nResponda como Marcia. Separe multiplas mensagens com ---",
"options": {
"systemMessage": "Voce e Marcia, 52 anos, closer de vendas disfar\u00e7ada de amiga acolhedora.\n\nREGRAS ABSOLUTAS:\n1. NUNCA abrevie: sempre \"voce\" (nunca \"vc\"), \"tambem\" (nunca \"tb\")\n2. RISADA: apenas \"rs\". NUNCA \"kkkk\" ou \"haha\"\n3. EMOJI: maximo 1 por mensagem, apenas: \ud83d\ude0a \ud83d\ude4f \u2764\ufe0f \ud83c\udf89\n4. MENSAGENS CURTAS: max 3-4 linhas cada\n5. Separe mensagens multiplas com --- em linha sozinha\n\nSUA HISTORIA:\n- Ex-gerente Banco do Brasil, 20 anos, saiu no PDV\n- Casada 28 anos com Carlos, mae de Fernanda (27) e Lucas (24)\n- Avo do Theo (4 anos) - quarta e dia sagrado com ele\n\nOS 7 MANDAMENTOS:\n1. Nunca vendo. Ajudo a decidir.\n2. Quem fala mais, perde.\n3. Toda pergunta e uma seta.\n4. Validar antes de redirecionar.\n5. Venda na emocao, justifique na razao.\n6. Paciencia infinita, urgencia invisivel.\n7. Relacionamento primeiro, venda como consequencia.\n\nResponda APENAS com as mensagens da Marcia, separadas por ---"
}
},
"id": "gerar-resposta",
"name": "Gerar Resposta (Marcia)",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 3,
"position": [
2640,
560
]
},
{
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "claude-sonnet-4-5-20250929",
"cachedResultName": "Claude Sonnet 4.5"
},
"options": {
"maxTokensToSample": 500,
"temperature": 0.7
}
},
"id": "sonnet-model",
"name": "Sonnet Model",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"typeVersion": 1.3,
"position": [
2640,
780
]
},
{
"parameters": {
"jsCode": "const input = $input.all()[0].json;\nconst respostaRaw = input.output || '';\n\n// Pegar dados anteriores\nlet dados = {};\ntry {\n dados = $('Processar Intencao').item.json;\n} catch (e) {\n dados = { telefone: 'unknown' };\n}\n\nconst mensagens = respostaRaw\n .split(/\\n---\\n|---/)\n .map(m => m.trim())\n .filter(m => m.length > 0);\n\nif (mensagens.length === 0) {\n mensagens.push('Oi! Tudo bem com voce?');\n}\n\nconst output = mensagens.map((msg, idx) => {\n // Delay baseado no tamanho + varia\u00e7\u00e3o aleat\u00f3ria\n const baseDelay = msg.length * 50;\n const randomDelay = Math.random() * 2000;\n const delayMs = Math.min(Math.max(baseDelay + randomDelay, 1500), 8000);\n \n return {\n json: {\n mensagem: msg,\n delay_ms: Math.round(delayMs),\n indice: idx,\n total: mensagens.length,\n telefone: dados.telefone,\n lead_id: dados.lead_id,\n intencao: dados.intencao\n }\n };\n});\n\nreturn output;"
},
"id": "humanizar-resposta",
"name": "Humanizar Resposta",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
2860,
560
]
},
{
"parameters": {
"batchSize": 1,
"options": {}
},
"id": "loop-mensagens",
"name": "Loop Mensagens",
"type": "n8n-nodes-base.splitInBatches",
"typeVersion": 3,
"position": [
3080,
560
]
},
{
"parameters": {
"method": "POST",
"url": "https://api.z-api.io/instances/3DEB4A36EC19A04479A132C54B267657/token/9F776951DB6B2E95F3E07510/typing",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"phone\": \"{{ $json.telefone }}\",\n \"value\": true,\n \"duration\": {{ Math.min($json.delay_ms, 5000) }}\n}",
"options": {}
},
"id": "zapi-typing",
"name": "Z-API: Typing",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
3300,
480
],
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"amount": "={{ $json.delay_ms }}",
"unit": "milliseconds"
},
"id": "delay-humanizado",
"name": "Delay Humanizado",
"type": "n8n-nodes-base.wait",
"typeVersion": 1.1,
"position": [
3520,
480
]
},
{
"parameters": {
"method": "POST",
"url": "https://api.z-api.io/instances/3DEB4A36EC19A04479A132C54B267657/token/9F776951DB6B2E95F3E07510/send-text",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"phone\": \"{{ $json.telefone }}\",\n \"message\": \"{{ $json.mensagem.replace(/\"/g, '\\\\\"').replace(/\\n/g, '\\\\n') }}\"\n}",
"options": {}
},
"id": "zapi-send-text",
"name": "Z-API: Enviar Msg",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
3740,
480
],
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "insert",
"tableId": "ba_mensagens",
"fieldsToSend": "defineBelow",
"fieldValues": {
"values": [
{
"fieldName": "lead_id",
"fieldValue": "={{ $json.lead_id }}"
},
{
"fieldName": "direcao",
"fieldValue": "out"
},
{
"fieldName": "conteudo",
"fieldValue": "={{ $json.mensagem }}"
},
{
"fieldName": "intencao",
"fieldValue": "={{ $json.intencao }}"
}
]
},
"options": {}
},
"id": "supabase-salvar-msg-out",
"name": "Supabase: Salvar Msg Enviada",
"type": "n8n-nodes-base.supabase",
"typeVersion": 1,
"position": [
3960,
480
],
"credentials": {
"supabaseApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"method": "POST",
"url": "=https://frank-doberman-25459.upstash.io/set/session:{{ $('Processar Intencao').item.json.telefone }}/{{ encodeURIComponent(JSON.stringify({ historico: [...($('Processar Intencao').item.json.historico || []), { role: 'user', content: $('Processar Intencao').item.json.mensagem }, { role: 'assistant', content: $json.mensagem }], ultimo_estado: $('Processar Intencao').item.json.estagio_atual, updated_at: Date.now() })) }}?EX=86400",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"options": {}
},
"id": "redis-salvar-sessao",
"name": "Redis: Salvar Sessao",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
4180,
560
],
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
}
],
"connections": {
"Webhook Z-API": {
"main": [
[
{
"node": "Responder 200",
"type": "main",
"index": 0
}
]
]
},
"Responder 200": {
"main": [
[
{
"node": "Filtrar Recebidas",
"type": "main",
"index": 0
}
]
]
},
"Filtrar Recebidas": {
"main": [
[
{
"node": "Parsear Mensagem",
"type": "main",
"index": 0
}
]
]
},
"Parsear Mensagem": {
"main": [
[
{
"node": "Redis: Buscar Sessao",
"type": "main",
"index": 0
}
]
]
},
"Redis: Buscar Sessao": {
"main": [
[
{
"node": "Supabase: Buscar Lead",
"type": "main",
"index": 0
}
]
]
},
"Supabase: Buscar Lead": {
"main": [
[
{
"node": "Lead Existe?",
"type": "main",
"index": 0
}
]
]
},
"Lead Existe?": {
"main": [
[
{
"node": "Mesclar Dados",
"type": "main",
"index": 0
}
],
[
{
"node": "Supabase: Criar Lead",
"type": "main",
"index": 0
}
]
]
},
"Supabase: Criar Lead": {
"main": [
[
{
"node": "Mesclar Dados",
"type": "main",
"index": 0
}
]
]
},
"Mesclar Dados": {
"main": [
[
{
"node": "Classificar Intencao",
"type": "main",
"index": 0
}
]
]
},
"Haiku Model": {
"ai_languageModel": [
[
{
"node": "Classificar Intencao",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Classificar Intencao": {
"main": [
[
{
"node": "Processar Intencao",
"type": "main",
"index": 0
}
]
]
},
"Processar Intencao": {
"main": [
[
{
"node": "Precisa Escalar?",
"type": "main",
"index": 0
}
]
]
},
"Precisa Escalar?": {
"main": [
[
{
"node": "Msg Escalacao",
"type": "main",
"index": 0
}
],
[
{
"node": "Gerar Resposta (Marcia)",
"type": "main",
"index": 0
}
]
]
},
"Msg Escalacao": {
"main": [
[
{
"node": "Z-API: Enviar Escalacao",
"type": "main",
"index": 0
}
]
]
},
"Sonnet Model": {
"ai_languageModel": [
[
{
"node": "Gerar Resposta (Marcia)",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Gerar Resposta (Marcia)": {
"main": [
[
{
"node": "Humanizar Resposta",
"type": "main",
"index": 0
}
]
]
},
"Humanizar Resposta": {
"main": [
[
{
"node": "Loop Mensagens",
"type": "main",
"index": 0
}
]
]
},
"Loop Mensagens": {
"main": [
[
{
"node": "Z-API: Typing",
"type": "main",
"index": 0
}
],
[
{
"node": "Redis: Salvar Sessao",
"type": "main",
"index": 0
}
]
]
},
"Z-API: Typing": {
"main": [
[
{
"node": "Delay Humanizado",
"type": "main",
"index": 0
}
]
]
},
"Delay Humanizado": {
"main": [
[
{
"node": "Z-API: Enviar Msg",
"type": "main",
"index": 0
}
]
]
},
"Z-API: Enviar Msg": {
"main": [
[
{
"node": "Supabase: Salvar Msg Enviada",
"type": "main",
"index": 0
}
]
]
},
"Supabase: Salvar Msg Enviada": {
"main": [
[
{
"node": "Loop Mensagens",
"type": "main",
"index": 0
}
]
]
}
},
"settings": {
"executionOrder": "v1"
}
}
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.
httpHeaderAuthsupabaseApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
BIG-AGENT-V2-EXPANDED. Uses httpRequest, supabase, agent, lmChatAnthropic. Webhook trigger; 24 nodes.
Source: https://gist.github.com/TheBigMeister/a14d5b8c4bd9b31b894943f2f1a9cfa2 — original creator credit. Request a take-down →
Related workflows
Workflows that share integrations, category, or trigger type with this one. All free to copy and import.
⏺ 🚀 How it works
Agent, Anthropic Chat, Output Parser Structured +6
BIG-AGENT-V4-CONVERSAS. Uses redis, supabase, httpRequest, agent. Webhook trigger; 44 nodes.
Redis, Supabase, HTTP Request +2
BIG-AGENT-V3-SUPABASE. Uses redis, supabase, httpRequest, agent. Webhook trigger; 40 nodes.
Redis, Supabase, HTTP Request +2
BIG-AGENT-V5-FIXED. Uses redis, supabase, agent, lmChatAnthropic. Webhook trigger; 35 nodes.
Redis, Supabase, Agent +2
BIG-AGENT-V2-REDIS-NATIVO. Uses redis, supabase, agent, lmChatAnthropic. Webhook trigger; 24 nodes.
Redis, Supabase, Agent +2