AutomationFlowsAI & RAG › AI Chatbot for Restaurant Reservations with Google Sheets

AI Chatbot for Restaurant Reservations with Google Sheets

Original n8n title: Restaurant Reservation Management with Openai Gpt and Google Sheets

ByFakhar Khan @fakharkhan on n8n.io

Receives chat messages from customers requesting table reservations. Uses an AI Agent with OpenAI Chat Model to understand and process requests. Checks table information, availability, and existing reservations from Google Sheets. Calculates guest counts and reservation timing…

Chat trigger trigger★★★★☆ complexityAI-powered15 nodesChat TriggerGoogle Sheets ToolMemory Buffer WindowOpenAI ChatAgentTool Calculator
AI & RAG Trigger: Chat trigger Nodes: 15 Complexity: ★★★★☆ AI nodes: yes Added:

This workflow corresponds to n8n.io template #7323 — we link there as the canonical source.

This workflow follows the Agent → Chat Trigger 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 →

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{
  "id": "YOUR_WORKFLOW_ID_HERE",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "name": "Restaurant Table Booking",
  "tags": [
    {
      "id": "YOUR_TAG_ID_HERE",
      "name": "Production",
      "createdAt": "2025-06-22T07:40:05.501Z",
      "updatedAt": "2025-06-22T07:40:05.501Z"
    }
  ],
  "nodes": [
    {
      "id": "e7a01c46-24ef-4bf7-b175-206280cf5de3",
      "name": "When chat message received",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        -320,
        -336
      ],
      "parameters": {
        "public": true,
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "2b7ad3b3-c2d5-4311-bc39-23566331777e",
      "name": "Get Table Information",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
        48,
        112
      ],
      "parameters": {
        "options": {},
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 1179954207,
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit#gid=1179954207",
          "cachedResultName": "Tables"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "YOUR_GOOGLE_SHEET_ID_HERE",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit?usp=drivesdk",
          "cachedResultName": "Restaurant Tables"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "63f786ad-cf09-40d2-b8bd-fccf53e5b6c9",
      "name": "Get Table Availability",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
        208,
        128
      ],
      "parameters": {
        "options": {},
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit#gid=0",
          "cachedResultName": "Availability"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "YOUR_GOOGLE_SHEET_ID_HERE",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit?usp=drivesdk",
          "cachedResultName": "Restaurant Tables"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "3af75ca0-324c-4a6e-aa62-4f254d713c05",
      "name": "Get Table Reservations",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
        384,
        112
      ],
      "parameters": {
        "options": {},
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 1246645050,
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit#gid=1246645050",
          "cachedResultName": "Reservations"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "YOUR_GOOGLE_SHEET_ID_HERE",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit?usp=drivesdk",
          "cachedResultName": "Restaurant Tables"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "8a522103-d056-4609-a0a8-a1b7982efde4",
      "name": "Simple Memory",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        -304,
        128
      ],
      "parameters": {},
      "typeVersion": 1.3
    },
    {
      "id": "3911c46b-222e-4ada-915c-495c4e3d6b88",
      "name": "Update Reservations",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
        752,
        128
      ],
      "parameters": {
        "columns": {
          "value": {
            "Notes": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Notes', ``, 'string') }}",
            "Status": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Status', ``, 'string') }}",
            "Contact": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Contact', ``, 'string') }}",
            "Slot ID": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Slot_ID', ``, 'string') }}",
            "Table ID": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Table_ID', ``, 'string') }}",
            "Booked At": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Booked_At', ``, 'string') }}",
            "Party Size": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Party_Size', ``, 'string') }}",
            "Customer Name": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Customer_Name', ``, 'string') }}",
            "Reservation ID": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Reservation_ID', ``, 'string') }}",
            "Requested Features": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Requested_Features', ``, 'string') }}"
          },
          "schema": [
            {
              "id": "Reservation ID",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Reservation ID",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Slot ID",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Slot ID",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Table ID",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Table ID",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Customer Name",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Customer Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Contact",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Contact",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Party Size",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Party Size",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Status",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Status",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Booked At",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Booked At",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Requested Features",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Requested Features",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Notes",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Notes",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "append",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 1246645050,
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit#gid=1246645050",
          "cachedResultName": "Reservations"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "YOUR_GOOGLE_SHEET_ID_HERE",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit?usp=drivesdk",
          "cachedResultName": "Restaurant Tables"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "ed1ab24b-9bd9-480b-9b8e-6706e201d79d",
      "name": "Cancel Reservations",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
        928,
        128
      ],
      "parameters": {
        "operation": "delete",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 1246645050,
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit#gid=1246645050",
          "cachedResultName": "Reservations"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "YOUR_GOOGLE_SHEET_ID_HERE",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit?usp=drivesdk",
          "cachedResultName": "Restaurant Tables"
        },
        "startIndex": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Start_Row_Number', ``, 'number') }}"
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "11799551-9859-44e4-baaf-86e00e053072",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -496,
        128
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "2da71bb4-df59-4cae-b073-77483e42b4f0",
      "name": "AI Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        128,
        -336
      ],
      "parameters": {
        "options": {
          "systemMessage": "=Role#\nYou are a professional and friendly AI assistant that helps customers make, modify, or cancel restaurant reservations through chat.\n\nYou interact with multiple tools connected to Google Sheets and a calculator to process requests accurately and reliably.\n\n---\n\nCurrent date and time: {{ $now }}  \nUse this to:\n- Reject reservation requests for past times\n- Suggest time options like \"tonight,\" \"tomorrow,\" or \"this weekend\"\n- Record the timestamp when a reservation is made\n\n---\n\nTOOLS YOU HAVE ACCESS TO:\n\nData Lookup Tools:\n- Get Table Information \u2192 contains table features: capacity, smoking allowed, near window, outdoor, high chair, and notes\n- Get Table Availability \u2192 holds Slot ID, Date, Time, Table ID, Capacity, and Status (Available / Reserved)\n- Get Table Reservations \u2192 contains all reservation records with Reservation ID, Slot ID, Table ID, customer name, contact, etc.\n\nMemory Tool:\n- Simple Memory \u2192 remembers prior user messages for multi-turn conversations\n\nCalculation Tool:\n- Calculator \u2192 used only to calculate the next Reservation ID:\n  - You must extract the highest Reservation ID from the Reservations sheet\n  - Add +1 to get the next unique ID for the new booking\n\nWrite/Modify Tools:\n- Update Reservations \u2192 append a new reservation row using collected data\n- Update Table Availability \u2192 only update the status column of a slot with (Reserved or Available)\n- Cancel Reservations \u2192 delete a reservation row using name and contact\n\n---\n\nTASKS YOU CAN PERFORM\n\n1. Make a New Reservation\n\nAsk the user:\n- How many guests?\n- What date and time?\n- Any seating preferences? (e.g. smoking, near window, outdoor, high chair)\n\nThen:\n1. Search Table Information to filter tables based on preferences and capacity\n2. Cross-check Table Availability:\n   - Match Date and Time\n   - Table ID\n   - Status must be Available\n3. Select a valid row and extract its **Slot ID**  \n   - Do not modify or increment Slot ID \u2014 always use as-is from the sheet\n\n4. Ask the user for their name and phone number\n\n5. Use the Calculator tool to:\n   - Find the current maximum Reservation ID\n   - Add +1 to get the new unique Reservation ID\n\n6. Use Update Reservations to append a new row with:\n   - Reservation ID (from calculator)\n   - Slot ID (from availability sheet)\n   - Table ID\n   - Customer name and contact\n   - Party size\n   - Status = Confirmed\n   - Requested features (parsed from preferences)\n   - Notes (if any)\n   - Booked At = {{ $now }}\n\n7. Use Update Table Availability to mark the slot (by Slot ID) as Reserved\n\n8. Confirm the reservation to the user in a warm and clear message\n\n---\n\n2. Update an Existing Reservation\n\nIf the user wants to change their reservation:\n1. Ask for their name and phone number\n2. Use Get Table Reservations to find the matching row\n3. Ask what they want to change (e.g., time, guest count, seating)\n4. Search for a new slot using Table Availability (same logic as booking)\n   - Extract the new Slot ID (do not generate one)\n5. Update the reservation row:\n   - Use Update Reservations to modify Slot ID, time, table, preferences, etc.\n6. Update Table Availability:\n   - Mark old Slot ID as Available\n   - Mark new Slot ID as Reserved\n\n7. Confirm the updated details to the user\n\nIf no reservation is found:\n- Respond: \"I couldn't find a reservation under that name and contact. Could you double-check the details?\"\n\n---\n\n3. Cancel a Reservation\n\n1. Ask for the customer's name and phone number\n2. Use Get Table Reservations to find the matching row\n3. If found:\n   - Use Cancel Reservations to remove the row\n   - Use Update Table Availability to mark the associated Slot ID as Available\n\n4. Confirm the cancellation\n\nIf no match is found:\n- Say: \"I wasn't able to find a reservation with those details. Would you like me to try again?\"\n\n---\n\nBEHAVIOR GUIDELINES\n\n- Never allow bookings in the past (compare all requests with {{ $now }})\n- Always extract Slot ID from the Availability sheet \u2014 never generate or change it\n- Only increment Reservation ID using the Calculator tool\n- Always ensure that the same Slot ID used in Reservations is updated in Availability\n- Respond in a friendly, confident, and professional tone\n- Ask for missing info clearly and helpfully\n\n---\n\nEXAMPLE RESPONSES\n\n\"I've reserved Table E2 for 2 guests tonight at 8:00 PM. It's outdoor and near the window.\"\n\n\"Your reservation has been updated to 7:30 PM on Table A1.\"\n\n\"Your reservation for Sarah Khan at 8:00 PM has been cancelled. Hope to see you soon!\"\n\n---\n\nYou are Julian, the Reservation Concierge. Your job is to ensure seamless, accurate, and delightful bookings for all guests."
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "4eae5d6b-4888-47c7-92c2-d51a6d511102",
      "name": "Update Table Availabilty",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
        576,
        112
      ],
      "parameters": {
        "columns": {
          "value": {
            "Date": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Date', ``, 'string') }}",
            "Time": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Time', ``, 'string') }}",
            "Status": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Status', ``, 'string') }}",
            "Slot ID": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Slot_ID__using_to_match_', ``, 'string') }}",
            "Capacity": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Capacity', ``, 'string') }}",
            "Table ID": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Table_ID', ``, 'string') }}"
          },
          "schema": [
            {
              "id": "Slot ID",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Slot ID",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Date",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Date",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Time",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Time",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Table ID",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Table ID",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Capacity",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Capacity",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Status",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Status",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "row_number",
              "type": "number",
              "display": true,
              "removed": true,
              "readOnly": true,
              "required": false,
              "displayName": "row_number",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "Slot ID"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "update",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit#gid=0",
          "cachedResultName": "Availability"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "YOUR_GOOGLE_SHEET_ID_HERE",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID_HERE/edit?usp=drivesdk",
          "cachedResultName": "Restaurant Tables"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "c4f398fd-1e25-48a2-b10c-3f25e10109e0",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        528,
        -32
      ],
      "parameters": {
        "color": 4,
        "width": 544,
        "height": 272,
        "content": "## Handle Reservation"
      },
      "typeVersion": 1
    },
    {
      "id": "dcad74c6-58e3-4afb-94d8-4f4aebb1f99d",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        0,
        -32
      ],
      "parameters": {
        "width": 528,
        "height": 336,
        "content": "## Get Reservation Data"
      },
      "typeVersion": 1
    },
    {
      "id": "85393d5d-1084-42af-b0e0-dc00c0a50112",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -544,
        -32
      ],
      "parameters": {
        "color": 5,
        "width": 544,
        "height": 272,
        "content": "## AI"
      },
      "typeVersion": 1
    },
    {
      "id": "042216f7-4cda-4967-b01b-e5a2f39824d2",
      "name": "Calculator",
      "type": "@n8n/n8n-nodes-langchain.toolCalculator",
      "position": [
        -144,
        128
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "014e0c2a-8720-4150-b385-65a029e8665e",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -544,
        -416
      ],
      "parameters": {
        "color": 6,
        "width": 1616,
        "height": 384,
        "content": "## Restaurant Table Reservation AI Agent"
      },
      "typeVersion": 1
    }
  ],
  "active": true,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "YOUR_VERSION_ID_HERE",
  "connections": {
    "AI Agent": {
      "main": [
        []
      ]
    },
    "Calculator": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Simple Memory": {
      "ai_memory": [
        [
          {
            "node": "AI Agent",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Cancel Reservations": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Update Reservations": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Get Table Availabilty": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Get Table Information": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Get Table Reservations": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Update Table Availabilty": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "When chat message received": {
      "main": [
        [
          {
            "node": "AI Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}

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About this workflow

Receives chat messages from customers requesting table reservations. Uses an AI Agent with OpenAI Chat Model to understand and process requests. Checks table information, availability, and existing reservations from Google Sheets. Calculates guest counts and reservation timing…

Source: https://n8n.io/workflows/7323/ — original creator credit. Request a take-down →

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