Créer un assistant de support client automatisé avec GPT-4o et GoHighLevel SMS

• •Point de terminaison HTTP Webhook (généré automatiquement par n8n)
• •Peut nécessiter les informations d'identification d'authentification de l'API cible
• •Clé API OpenAI
• •Informations de connexion au serveur Redis

{
  "meta": {
    "instanceId": "4e6be3a68285934388a854ac0ffdc5e5500688d5cdb88d0ec2d734e85f097355"
  },
  "nodes": [
    {
      "id": "11fb91ab-7dc6-4cc9-ad1d-d6f10b8b94cc",
      "name": "HTML",
      "type": "n8n-nodes-base.html",
      "position": [
        -2120,
        -40
      ],
      "parameters": {
        "options": {},
        "operation": "extractHtmlContent",
        "dataPropertyName": "body",
        "extractionValues": {
          "values": [
            {
              "key": "raw_text",
              "cssSelector": "body"
            },
            {
              "key": "links",
              "attribute": "href",
              "cssSelector": "a",
              "returnArray": true,
              "returnValue": "attribute"
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3f207160-f88c-499a-b7a6-2d46fca4ca08",
      "name": "Stockage Vectoriel Simple",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
        -640,
        -640
      ],
      "parameters": {
        "mode": "insert",
        "memoryKey": "vector_db",
        "clearStore": true
      },
      "typeVersion": 1
    },
    {
      "id": "1e9f2063-8d90-4550-854a-b4b44d030440",
      "name": "Intégrations OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        -600,
        -420
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "3wONK02jjm23nMHf",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "30f62b01-9ca9-4ba2-beb5-3475ddb7f728",
      "name": "Chargeur de Données par Défaut",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        -480,
        -420
      ],
      "parameters": {
        "options": {},
        "jsonData": "={{ $json.raw_text }}",
        "jsonMode": "expressionData"
      },
      "typeVersion": 1
    },
    {
      "id": "fa91d999-2caf-47e5-8bb3-1d25ea7cabe5",
      "name": "Séparateur de Texte Récursif",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        -440,
        -300
      ],
      "parameters": {
        "options": {},
        "chunkSize": 300
      },
      "typeVersion": 1
    },
    {
      "id": "392f3e86-e3df-418d-824d-d34e42194609",
      "name": "Agent IA",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -2080,
        1200
      ],
      "parameters": {
        "text": "={{ $('Webhook from GHL - SMS Reply Trigger').item.body.body }}",
        "options": {
          "systemMessage": "=You are a helpful chatbot for {{ $json.website_url }}. Your goal is to assist website visitors by answering their questions based on the information available on the website.\n\nKnowledgebase: \n\nAlways run the 'website_knowledgebase' tool when the user inquires anything about the company."
        },
        "promptType": "define"
      },
      "typeVersion": 1.8
    },
    {
      "id": "6bf869cc-f9b0-411a-abe9-f47798785128",
      "name": "Modèle de Chat OpenAI",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -2140,
        1420
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o",
          "cachedResultName": "gpt-4o"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "3wONK02jjm23nMHf",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "cf57c3ed-735b-4406-9ea1-933e29ff1e76",
      "name": "Stockage Vectoriel Simple1",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
        -1900,
        1420
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "toolName": "vector_db",
        "memoryKey": "english_center_nl",
        "toolDescription": "Call this tool to get information about the company and it’s products."
      },
      "typeVersion": 1
    },
    {
      "id": "e66e902d-015e-4ac7-83c3-0440fd8c2976",
      "name": "Intégrations OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        -1780,
        1580
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "3wONK02jjm23nMHf",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "ba793e78-c740-43f9-8e12-089897f2b38e",
      "name": "Séparation",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        -1580,
        500
      ],
      "parameters": {
        "options": {
          "destinationFieldName": "link"
        },
        "fieldToSplitOut": "links"
      },
      "typeVersion": 1
    },
    {
      "id": "0446402d-cfd3-4e14-a40c-55432c39afdf",
      "name": "Filtre",
      "type": "n8n-nodes-base.filter",
      "position": [
        -1400,
        500
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "or",
          "conditions": [
            {
              "id": "af7bf238-6414-4479-a322-4f0283efa628",
              "operator": {
                "type": "string",
                "operation": "startsWith"
              },
              "leftValue": "={{ $json.link }}",
              "rightValue": "/"
            },
            {
              "id": "34cae489-cb26-4162-b487-ce915f83367f",
              "operator": {
                "type": "string",
                "operation": "startsWith"
              },
              "leftValue": "={{ $json.link }}",
              "rightValue": "={{ $('Set Website URL').item.json.website_url }}"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "6edec18d-b589-4394-93e5-48b42b90bb17",
      "name": "HTML1",
      "type": "n8n-nodes-base.html",
      "position": [
        360,
        560
      ],
      "parameters": {
        "options": {},
        "operation": "extractHtmlContent",
        "extractionValues": {
          "values": [
            {
              "key": "raw_text",
              "cssSelector": "body"
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "5f777051-9643-4656-9030-c78efcf2d07a",
      "name": "Mémoire de Chat Redis",
      "type": "@n8n/n8n-nodes-langchain.memoryRedisChat",
      "position": [
        -2020,
        1420
      ],
      "parameters": {
        "sessionKey": "={{ $item(\"0\").$node[\"Webhook from GHL - SMS Reply Trigger\"].json[\"body\"][\"contactId\"] }}",
        "sessionIdType": "customKey",
        "contextWindowLength": 2
      },
      "typeVersion": 1.4
    },
    {
      "id": "ba32dc25-b25a-4694-9b38-85b2d51968cc",
      "name": "Déclencheur Planifié",
      "type": "n8n-nodes-base.scheduleTrigger",
      "position": [
        -3200,
        -40
      ],
      "parameters": {
        "rule": {
          "interval": [
            {
              "daysInterval": 4,
              "triggerAtHour": "={{ 12 }}"
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "e96c0daf-52c6-42f2-94b9-96794b0e29da",
      "name": "BrightData",
      "type": "n8n-nodes-brightdata.brightData",
      "position": [
        -2320,
        -40
      ],
      "parameters": {
        "url": "={{ $json.website_url }}",
        "zone": {
          "__rl": true,
          "mode": "list",
          "value": "web_unlocker1"
        },
        "format": "json",
        "country": {
          "__rl": true,
          "mode": "list",
          "value": "us"
        },
        "requestOptions": {}
      },
      "credentials": {
        "brightdataApi": {
          "id": "DQaiy0yJ0lNutzIl",
          "name": "BrightData account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "a0ae9df5-d272-4e63-a7ff-a829b3273672",
      "name": "Définir l'URL du site web",
      "type": "n8n-nodes-base.set",
      "position": [
        -2760,
        -40
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "74c8c4d8-5676-4de7-bd75-954d518eab67",
              "name": "website_url",
              "type": "string",
              "value": "https://yourwebsite.com"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "702aa89b-97ba-48df-a1af-4e6757ac120a",
      "name": "BrightData1",
      "type": "n8n-nodes-brightdata.brightData",
      "position": [
        180,
        560
      ],
      "parameters": {
        "url": "={{ $json.link }}",
        "zone": {
          "__rl": true,
          "mode": "list",
          "value": "web_unlocker1"
        },
        "format": "json",
        "country": {
          "__rl": true,
          "mode": "list",
          "value": "us"
        },
        "requestOptions": {}
      },
      "credentials": {
        "brightdataApi": {
          "id": "DQaiy0yJ0lNutzIl",
          "name": "BrightData account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "20e30736-6407-4a80-a773-7a82ed85ccbe",
      "name": "Envoyer SMS via GHL",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -1640,
        1200
      ],
      "parameters": {
        "url": "https://services.leadconnectorhq.com/conversations/messages",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "sendHeaders": true,
        "authentication": "predefinedCredentialType",
        "bodyParameters": {
          "parameters": [
            {
              "name": "type",
              "value": "SMS"
            },
            {
              "name": "contactId",
              "value": "={{ $('Webhook from GHL - SMS Reply Trigger').item.json.body.contactId }}"
            },
            {
              "name": "message",
              "value": "={{ $json.output }}"
            },
            {
              "name": "toNumber",
              "value": "={{ $('Look Up GHL Contact by ID').item.json.phone }}"
            }
          ]
        },
        "headerParameters": {
          "parameters": [
            {
              "name": "Accept",
              "value": "application/json"
            },
            {
              "name": "Version",
              "value": "2021-04-15"
            }
          ]
        },
        "nodeCredentialType": "highLevelOAuth2Api"
      },
      "credentials": {
        "highLevelOAuth2Api": {
          "id": "8K28KN5X0kOOaAU9",
          "name": "HighLevel account"
        }
      },
      "retryOnFail": true,
      "typeVersion": 4.2
    },
    {
      "id": "c45c8576-2ad5-494b-9f02-f8fcd70890b7",
      "name": "Webhook depuis GHL - Déclencheur de Réponse SMS",
      "type": "n8n-nodes-base.webhook",
      "position": [
        -2960,
        1220
      ],
      "webhookId": "54259c33-52c0-4a19-97fe-3414a153f4d6",
      "parameters": {
        "path": "54259c33-52c0-4a19-97fe-3414a153f4d6",
        "options": {},
        "httpMethod": [
          "POST"
        ],
        "multipleMethods": true
      },
      "typeVersion": 2
    },
    {
      "id": "b635091f-ec49-43f0-9630-33dff88d5ecf",
      "name": "Attente",
      "type": "n8n-nodes-base.wait",
      "position": [
        860,
        780
      ],
      "webhookId": "1d1ea2c2-c407-4ab9-be52-5987c7426def",
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "c5038c4d-6527-48f3-bdf0-afc64affc7aa",
      "name": "Stockage Vectoriel Simple2",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
        540,
        560
      ],
      "parameters": {
        "mode": "insert",
        "memoryKey": "vector_db",
        "clearStore": true
      },
      "typeVersion": 1
    },
    {
      "id": "70926e4b-6f62-4f8f-9460-1a506270ce86",
      "name": "Définir l'URL du site web1",
      "type": "n8n-nodes-base.set",
      "position": [
        -2280,
        1200
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "74c8c4d8-5676-4de7-bd75-954d518eab67",
              "name": "website_url",
              "type": "string",
              "value": "https://yourwebsite.com"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "f3e71cf8-06ec-4ae9-8678-5c9d23d8e13d",
      "name": "Rechercher le contact GHL par ID",
      "type": "n8n-nodes-base.highLevel",
      "position": [
        -2560,
        1200
      ],
      "parameters": {
        "contactId": "={{ $json.body.contactId }}",
        "operation": "get",
        "requestOptions": {}
      },
      "credentials": {
        "highLevelOAuth2Api": {
          "id": "8K28KN5X0kOOaAU9",
          "name": "HighLevel account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "f8db6542-0032-45f1-8e86-981e95ab1c83",
      "name": "Accès direct à API via HTTP",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -2320,
        160
      ],
      "parameters": {
        "url": "https://api.brightdata.com/request",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "sendHeaders": true,
        "authentication": "genericCredentialType",
        "bodyParameters": {
          "parameters": [
            {
              "name": "zone",
              "value": "web_unlocker1"
            },
            {
              "name": "url",
              "value": "={{ $json.website_url }}"
            },
            {
              "name": "format",
              "value": "json"
            },
            {
              "name": "method",
              "value": "api"
            },
            {
              "name": "product",
              "value": "unlocker"
            }
          ]
        },
        "genericAuthType": "httpBearerAuth",
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "credentials": {
        "httpBearerAuth": {
          "id": "MR4HBU5dH9phpxNO",
          "name": "Bright Data API Key"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "3fa901bf-f2cf-4b69-89c5-55715940f062",
      "name": "Accès direct à API via HTTP1",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        180,
        760
      ],
      "parameters": {
        "url": "https://api.brightdata.com/request",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "sendHeaders": true,
        "authentication": "genericCredentialType",
        "bodyParameters": {
          "parameters": [
            {
              "name": "zone",
              "value": "web_unlocker1"
            },
            {
              "name": "url",
              "value": "={{ $json.website_url }}"
            },
            {
              "name": "format",
              "value": "json"
            },
            {
              "name": "method",
              "value": "api"
            },
            {
              "name": "product",
              "value": "unlocker"
            }
          ]
        },
        "genericAuthType": "httpBearerAuth",
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "credentials": {
        "httpBearerAuth": {
          "id": "MR4HBU5dH9phpxNO",
          "name": "Bright Data API Key"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "4af4ebd0-3d39-4e12-a063-2ce74731f769",
      "name": "Si",
      "type": "n8n-nodes-base.if",
      "position": [
        -2780,
        1220
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "09156710-3e82-42ed-a7a2-045711f92017",
              "operator": {
                "name": "filter.operator.equals",
                "type": "string",
                "operation": "equals"
              },
              "leftValue": "={{ $json.body.type }}",
              "rightValue": "InboundMessage"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "6ad6a06c-2512-40cc-9be6-00b5c873ac6a",
      "name": "Note adhésive",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3020,
        1040
      ],
      "parameters": {
        "color": 5,
        "width": 640,
        "height": 400,
        "content": "## Webhook from GoHighlevel \n\nSet the webhook events from your GoHighLevel Marketplace app, copy the webhook the node, then paste it in app's setting in the GHL app. To learn more about setting up GHL Marketplace app, please refer to this Loom video: https://www.loom.com/share/f32384758de74a4dbb647e0b7962c4ea"
      },
      "typeVersion": 1
    },
    {
      "id": "19685364-38c7-4a43-bdeb-4bf6283d4e42",
      "name": "Note adhésive1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2420,
        -180
      ],
      "parameters": {
        "width": 500,
        "height": 540,
        "content": "## Scrape the home page\n\nIf you are using N8N cloud version, you may replace Bright Data node with the HTTP request node and rewire it."
      },
      "typeVersion": 1
    },
    {
      "id": "10d3250e-39e4-4a48-a206-3473f23036f2",
      "name": "Obtenir le fichier XML",
      "type": "n8n-nodes-base.xml",
      "position": [
        -1420,
        80
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "84246cd0-53e5-40aa-9b1d-98c35971258a",
      "name": "Séparer les liens",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        -1280,
        80
      ],
      "parameters": {
        "options": {},
        "fieldToSplitOut": "urlset.url"
      },
      "typeVersion": 1
    },
    {
      "id": "818840f8-2c73-4fb4-86b3-3288c0b5cb70",
      "name": "Note adhésive2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2880,
        -180
      ],
      "parameters": {
        "width": 380,
        "height": 540,
        "content": "## Set the website URL"
      },
      "typeVersion": 1
    },
    {
      "id": "e0df1684-9775-4283-8736-0d6f7eac6c6f",
      "name": "Note adhésive3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -740,
        -780
      ],
      "parameters": {
        "width": 600,
        "height": 660,
        "content": "## Store into a vector database\n\nWarning: This will only save into N8N's memory and it will not be a good in production use. Please consider moving the a dedicated vector database such as Pinecone, Supabase, etc."
      },
      "typeVersion": 1
    },
    {
      "id": "95354954-9d89-4ac9-8a4b-0c75c108e1ba",
      "name": "Note adhésive4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1660,
        -40
      ],
      "parameters": {
        "width": 760,
        "height": 320,
        "content": "## Get the website's sitemap\n\nSitemap may not work on all of the website. The alternative is to scrape all the links in a website as shown below. If the sitemap is not working, it will go empty as an error output."
      },
      "typeVersion": 1
    },
    {
      "id": "ded3c52e-a153-4746-b06c-941bdaee33d3",
      "name": "Note adhésive5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1660,
        340
      ],
      "parameters": {
        "width": 600,
        "height": 400,
        "content": "## Extract Links from the homepage\n\nIf the sitemap above is not working, please loop this step for the sub pages\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "64c8af28-45c8-4143-9fe0-c5a8f4a6e41e",
      "name": "Fusionner",
      "type": "n8n-nodes-base.merge",
      "position": [
        -640,
        300
      ],
      "parameters": {},
      "typeVersion": 3.1
    },
    {
      "id": "1d2e604b-cfff-4773-a264-c68e1af058e6",
      "name": "Supprimer les doublons1",
      "type": "n8n-nodes-base.removeDuplicates",
      "position": [
        -440,
        300
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 2
    },
    {
      "id": "ff96e735-6779-466c-9ba0-baa7e12ec16c",
      "name": "Boucler sur les éléments",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        -20,
        540
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
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            {
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              "type": "string",
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