This workflow follows the Agent → Googlegemini 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": "Gabarito Agente Principal Aula 3",
"nodes": [
{
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 1.2,
"position": [
0,
0
],
"id": "c65e9987-5877-4bc9-a1d7-b69e5feaf51f",
"name": "Telegram Trigger",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 3
},
"conditions": [
{
"id": "128683d0-3867-4393-8c3e-4583c0948523",
"leftValue": "={{ $json.message.voice }}",
"rightValue": "",
"operator": {
"type": "object",
"operation": "notEmpty",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "\u00c1udio"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 3
},
"conditions": [
{
"id": "5fc7a17f-affe-4acc-9f62-e15d9be07e06",
"leftValue": "={{ $json.message.text }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "Texto"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.4,
"position": [
208,
0
],
"id": "d7c519ad-6177-4ae9-801a-c9446fe2fa50",
"name": "Switch"
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.voice.file_id }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
416,
-96
],
"id": "f8b634a4-cf0e-4523-addd-81d4ed42800e",
"name": "Get a file",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "audio",
"modelId": {
"__rl": true,
"value": "models/gemini-2.5-flash",
"mode": "list",
"cachedResultName": "models/gemini-2.5-flash"
},
"inputType": "binary",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.googleGemini",
"typeVersion": 1.1,
"position": [
624,
-96
],
"id": "9ec452d0-7a66-4f8f-a8df-d8be333cc04c",
"name": "Transcribe a recording",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "60a7034e-0c33-4774-8538-80e124ded37b",
"name": "ChatInput",
"value": "={{ $json.content.parts[0].text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
832,
-96
],
"id": "1a500b2f-d300-48cd-b031-8a575cd55e17",
"name": "Edit Fields"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "6b92a8b2-bcb1-4979-96ff-fdbf0ad04804",
"name": "ChatInput",
"value": "={{ $json.message.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
416,
96
],
"id": "0454da19-c2d0-4f23-8f5c-457677e691bb",
"name": "Edit Fields1"
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.ChatInput }}",
"options": {
"systemMessage": "# Identidade\nVoc\u00ea \u00e9 a **Sofia, Gerente de Atendimento da Hashtag Capital**, um escrit\u00f3rio de assessoria de investimentos de alta performance.\n\nSua fun\u00e7\u00e3o \u00e9 EXCLUSIVAMENTE:\n1. **Classificar a inten\u00e7\u00e3o** do cliente com base na mensagem.\n2. **Acionar a ferramenta (especialista)** correspondente.\n3. **Atuar como um espelho:** A ferramenta vai gerar uma resposta. O seu trabalho \u00e9 pegar essa resposta e entreg\u00e1-la ao usu\u00e1rio **exatamente como ela veio**, sem tirar nem por.\n\n# Regra de Ouro (CR\u00cdTICO - Roteador Invis\u00edvel)\n- **NUNCA** responda com frases pr\u00f3prias como \"Vou verificar com o setor...\" ou \"Aguarde um momento\".\n- **NUNCA** narre o que voc\u00ea est\u00e1 fazendo.\n- **NUNCA** tente resolver o problema sozinho (exceto em sauda\u00e7\u00f5es simples).\n\nO cliente deve sentir que foi atendido imediatamente pelo especialista da \u00e1rea.\n\n# Seus Especialistas (Tools)\n1. **AgenteFinanceiro**:\n - Assuntos: Financeiro, 2\u00aa via de boleto, pagamentos pendentes.\n - A\u00e7\u00e3o: Use para quest\u00f5es operacionais e burocr\u00e1ticas (pagamentos).\n\n2. **AgenteSuporte**:\n - Assuntos: D\u00favidas T\u00c9CNICAS e TE\u00d3RICAS de mercado financeiro. \"O que \u00e9 Selic?\", \"Como funciona FII?\", \"Diferen\u00e7a de CDB e LCI\", etc\n - A\u00e7\u00e3o: Use para educa\u00e7\u00e3o financeira, tirar d\u00favidas de conceitos.\n\n3. **AgenteCS**:\n - Assuntos: RELACIONAMENTO e AGENDAMENTO. \"Quero investir\", \"Marcar reuni\u00e3o\", \"Revisar carteira\", \"Falar com assessor\", \"Perfil de investidor\".\n - A\u00e7\u00e3o: Use quando o cliente demonstra inten\u00e7\u00e3o de agir, investir ou quer contato humano.\n\n# Procedimento de Resposta\n1. **Sauda\u00e7\u00e3o (Apenas \"Oi/Ol\u00e1\"):** Se o usu\u00e1rio disser APENAS uma sauda\u00e7\u00e3o, responda: \"Ol\u00e1! Sou a Sofia, Gerente de Atendimento da Hashtag Capital. Posso te direcionar pra Assuntos Financeiros, D\u00favidas de Mercado (Suporte) ou Agendamento com Assessor. Como posso te ajudar hoje?\"\n\n2. **Solicita\u00e7\u00e3o Espec\u00edfica:** Se o usu\u00e1rio j\u00e1 enviou a d\u00favida, **acione a ferramenta correspondente imediatamente**.\n - **IMPORTANTE:** O seu output final deve ser **estritamente** o texto retornado pela ferramenta.\n\n3. **D\u00favida:** Se n\u00e3o souber classificar, chame o `AgenteCS`.\n\n# TRATAMENTO DE ERRO (IMPORTANTE) Se a ferramenta (sub-agente) retornar a mensagem exata `##RESET##`, isso significa que ela n\u00e3o conseguiu resolver o pedido. NESSE CASO, N\u00c3O ENVIE `##RESET##` PARA O USU\u00c1RIO. Em vez disso, assuma o controle e responda: \"Desculpe, poderia explicar melhor sua d\u00favida?\""
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 3.1,
"position": [
1040,
-96
],
"id": "40aa1f71-b728-43a7-b333-4ff83612b98e",
"name": "AI Agent"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
1056,
80
],
"id": "2b617f69-00e9-4056-8dda-52975941a4fe",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"contextWindowLength": 20
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
1168,
160
],
"id": "c924bc5d-dd99-4cc9-a503-b24a8051cc67",
"name": "Simple Memory"
},
{
"parameters": {
"description": "Especialista T\u00e9cnico e Tutor. Use para d\u00favidas t\u00e9cnicas",
"workflowId": {
"__rl": true,
"value": "l65jLYeByMHiMzyQXOofq",
"mode": "list",
"cachedResultUrl": "/workflow/l65jLYeByMHiMzyQXOofq",
"cachedResultName": "Teste SubAgente Suporte Aula 3"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"mensagem": "={{ $json.ChatInput }}",
"ChatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}"
},
"matchingColumns": [],
"schema": [
{
"id": "mensagem",
"displayName": "mensagem",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
},
{
"id": "ChatID",
"displayName": "ChatID",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
1248,
-256
],
"id": "c82618a4-31d4-4330-8ad5-85a688e37d03",
"name": "AgenteSuporte"
},
{
"parameters": {
"description": "Especialista em Sucesso do Cliente. Use para agendamentos e d\u00favidas institucionais.",
"workflowId": {
"__rl": true,
"value": "TIQRQx7jmFg5rH7vbvSIi",
"mode": "list",
"cachedResultUrl": "/workflow/TIQRQx7jmFg5rH7vbvSIi",
"cachedResultName": "Teste SubAgente CS Aula 3"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"mensagem": "={{ $json.ChatInput }}",
"ChatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}"
},
"matchingColumns": [],
"schema": [
{
"id": "mensagem",
"displayName": "mensagem",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
},
{
"id": "ChatID",
"displayName": "ChatID",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
1392,
-272
],
"id": "3d767d5f-bb6b-475e-b9bc-3741b5ec1466",
"name": "AgenteCS"
},
{
"parameters": {
"description": "Especialista em Financeiro. Use para boletos, 2a via, regulariza\u00e7\u00e3o de pagamento.",
"workflowId": {
"__rl": true,
"value": "yEzjvEaDiPYa17ysD4Gvj",
"mode": "list",
"cachedResultUrl": "/workflow/yEzjvEaDiPYa17ysD4Gvj",
"cachedResultName": "Teste SubAgente Financeiro Aula 3"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"mensagem": "={{ $json.ChatInput }}",
"ChatID": "={{ $('Telegram Trigger').item.json.message.chat }}"
},
"matchingColumns": [],
"schema": [
{
"id": "mensagem",
"displayName": "mensagem",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
},
{
"id": "ChatID",
"displayName": "ChatID",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
1520,
-272
],
"id": "3ea6cf2b-0ee5-4f29-ab9d-e1b69c322611",
"name": "Call 'Teste SubAgente Financeiro Aula 3'"
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"text": "={{ $json.output }}",
"additionalFields": {
"appendAttribution": false,
"parse_mode": "HTML"
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
1392,
-96
],
"id": "dde89bec-54f8-439d-8599-2d08c3275f2e",
"name": "Send a text message",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
}
],
"connections": {
"Telegram Trigger": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Switch": {
"main": [
[
{
"node": "Get a file",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields1",
"type": "main",
"index": 0
}
]
]
},
"Get a file": {
"main": [
[
{
"node": "Transcribe a recording",
"type": "main",
"index": 0
}
]
]
},
"Transcribe a recording": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields1": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"AgenteSuporte": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"AgenteCS": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Call 'Teste SubAgente Financeiro Aula 3'": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Send a text message",
"type": "main",
"index": 0
}
]
]
}
},
"active": true,
"settings": {
"executionOrder": "v1",
"availableInMCP": false
},
"versionId": "416b39f6-d1b3-48b0-8c1d-e9c454d00631",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "L7zy9AlbMp4Wjscrn_dkp",
"tags": []
}
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.
googlePalmApitelegramApi
Pro
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About this workflow
Gabarito Agente Principal Aula 3. Uses telegramTrigger, telegram, googleGemini, agent. Event-driven trigger; 13 nodes.
Source: https://github.com/IDB-devs/N8N_MultiAgentes_Analise/blob/main/MultiAgentes_Analise_Principal.json — original creator credit. Request a take-down →
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