AutomationFlowsAI & RAG › Whatsapp Dietitian AI Chatbot Workflow

Whatsapp Dietitian AI Chatbot Workflow

ByTamer @tamerelzein on n8n.io

Transform your WhatsApp into a professional nutrition consultant with this comprehensive AI-powered dietitian assistant. Built using n8n automation and Google Gemini AI, this workflow provides instant, intelligent nutrition advice to your clients 24/7.

Event trigger★★★★☆ complexityAI-powered17 nodesGoogle Gemini ChatOutput Parser StructuredWhatsApp TriggerWhatsAppHTTP RequestChain Llm
AI & RAG Trigger: Event Nodes: 17 Complexity: ★★★★☆ AI nodes: yes Added:

This workflow corresponds to n8n.io template #4858 — we link there as the canonical source.

This workflow follows the Chainllm → HTTP Request recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

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{
  "id": "exfELP1QbgPmWdJN",
  "name": "Whatsapp Health ai chatbot using llm chain",
  "tags": [],
  "nodes": [
    {
      "id": "fe70fcaa-6777-4473-951b-8324e2310bfc",
      "name": "Google Gemini Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "position": [
        1000,
        20
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "8329bab1-05d3-4bfe-85cf-60572fc064c9",
      "name": "Structured Output Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        1220,
        40
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "3a8c62a0-c77f-43a9-9dd4-8ee6f853280e",
      "name": "WhatsApp Message Received",
      "type": "n8n-nodes-base.whatsAppTrigger",
      "position": [
        -200,
        30
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "fdb01ad3-95af-4d9a-9b95-0f4c5fd71504",
      "name": "Get whatsapp image",
      "type": "n8n-nodes-base.whatsApp",
      "position": [
        600,
        -120
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "81f2902d-5d28-475c-a306-f03f76545e0a",
      "name": "Download Image",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        820,
        -120
      ],
      "parameters": {},
      "typeVersion": 4.2
    },
    {
      "id": "07695d33-e3d9-4ea8-b817-922a5dbf1dbb",
      "name": "Send Response to client",
      "type": "n8n-nodes-base.whatsApp",
      "position": [
        1560,
        40
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "3923ef57-0cb4-4c7f-810b-943e4307283f",
      "name": "Generate Response from text",
      "type": "@n8n/n8n-nodes-langchain.chainLlm",
      "position": [
        1040,
        280
      ],
      "parameters": {},
      "typeVersion": 1.6
    },
    {
      "id": "61838d8b-7f25-4bcb-94e2-3cdce4670023",
      "name": "Generate Response from Image and caption",
      "type": "@n8n/n8n-nodes-langchain.chainLlm",
      "position": [
        1040,
        -220
      ],
      "parameters": {},
      "typeVersion": 1.6
    },
    {
      "id": "d5f97550-7af4-45c3-8a71-de5eb1ab6f0c",
      "name": "Check if message contains image",
      "type": "n8n-nodes-base.switch",
      "position": [
        140,
        40
      ],
      "parameters": {},
      "typeVersion": 3.2
    },
    {
      "id": "5199d85d-3ac7-46a3-b59e-f199b6412b97",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -280,
        -100
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "f309b561-64c4-48ab-aad2-123523819cc3",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        80,
        -140
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "de2b17c7-9157-4722-aa2c-90ab959462b2",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        520,
        -260
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "440689db-0477-4496-aa6f-9a1b378db7fc",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1000,
        -360
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "2123977d-04d2-414d-a42a-095f33e6dc3b",
      "name": "Sticky Note4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        980,
        260
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "841bdcf9-89dd-4a58-b413-bd0b2c21b390",
      "name": "Sticky Note5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1480,
        -80
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "6c9cda64-ad08-4b77-bdd6-a19f866fbf35",
      "name": "Sticky Note6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -280,
        -300
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "a5c6d07c-508b-4cd6-b596-77cf7dd634d3",
      "name": "Sticky Note7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1140,
        -760
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "settings": {},
  "versionId": "79a0f1c9-4007-456f-8dba-31e02c9949b8",
  "connections": {
    "Download Image": {
      "main": [
        [
          {
            "node": "Generate Response from Image and caption",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get whatsapp image": {
      "main": [
        [
          {
            "node": "Download Image",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Google Gemini Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "Generate Response from Image and caption",
            "type": "ai_languageModel",
            "index": 0
          },
          {
            "node": "Generate Response from text",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Structured Output Parser": {
      "ai_outputParser": [
        [
          {
            "node": "Generate Response from Image and caption",
            "type": "ai_outputParser",
            "index": 0
          },
          {
            "node": "Generate Response from text",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    },
    "WhatsApp Message Received": {
      "main": [
        [
          {
            "node": "Check if message contains image",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Generate Response from text": {
      "main": [
        [
          {
            "node": "Send Response to client",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Check if message contains image": {
      "main": [
        [
          {
            "node": "Get whatsapp image",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Generate Response from text",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Generate Response from Image and caption": {
      "main": [
        [
          {
            "node": "Send Response to client",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
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About this workflow

Transform your WhatsApp into a professional nutrition consultant with this comprehensive AI-powered dietitian assistant. Built using n8n automation and Google Gemini AI, this workflow provides instant, intelligent nutrition advice to your clients 24/7.

Source: https://n8n.io/workflows/4858/ — original creator credit. Request a take-down →

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