{
  "id": "fqQcmSdoVqnPeGHj",
  "meta": {
    "instanceId": "workflow-03537941",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:08:01.645666",
    "updatedAt": "2025-09-29T07:08:01.645681",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "OpenAI Personal Shopper with RAG and WooCommerce",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
    "optimized"
  ],
  "nodes": [
    {
      "id": "635901e5-4afd-4c81-a63e-52f1b863a025",
      "name": "When chat message received",
      "type": "n8n-nodes-base.noOp",
      "position": [
        -200,
        280
      ],
      "webhookId": "bd3a878c-50b0-4d92-906f-e768a65c1485",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1,
      "notes": "This chatTrigger node performs automated tasks as part of the workflow."
    },
    {
      "id": "d11cd97c-1539-462d-858c-8758cf1a8278",
      "name": "Window Buffer Memory",
      "type": "n8n-nodes-base.noOp",
      "position": [
        620,
        580
      ],
      "parameters": {
        "sessionKey": "YOUR_CREDENTIAL_HERE",
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3,
      "notes": "This memoryBufferWindow node performs automated tasks as part of the workflow."
    },
    {
      "id": "02bb43e4-f26e-4906-8049-c49d3fecd817",
      "name": "Calculator",
      "type": "n8n-nodes-base.noOp",
      "position": [
        760,
        580
      ],
      "parameters": {},
      "typeVersion": 1,
      "notes": "This toolCalculator node performs automated tasks as part of the workflow."
    },
    {
      "id": "ad6058dd-b429-4f3c-b68a-7e3d98beec83",
      "name": "Edit Fields",
      "type": "n8n-nodes-base.set",
      "position": [
        20,
        280
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "7015c229-f9fe-4c77-b2b9-4ac09a3a3cb1",
              "name": "sessionId",
              "type": "string",
              "value": "={{ $json.sessionId }}"
            },
            {
              "id": "f8fc0044-6a1a-455b-a435-58931a8c4c8e",
              "name": "chatInput",
              "type": "string",
              "value": "={{ $json.chatInput }}"
            }
          ]
        }
      },
      "typeVersion": 3.4,
      "notes": "This set node performs automated tasks as part of the workflow."
    },
    {
      "id": "43f7ee25-4529-4558-b5ea-c2a722b0bce5",
      "name": "OpenAI Chat Model",
      "type": "n8n-nodes-base.noOp",
      "position": [
        500,
        580
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1,
      "notes": "This lmChatOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "8b5ec20d-8735-4030-8113-717d578928eb",
      "name": "RAG",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1000,
        580
      ],
      "parameters": {
        "name": "informazioni_negozio",
        "description": "Informazioni relative al negozio: orari di apertura, indirizzo, contatti, informazioni generali"
      },
      "typeVersion": 1,
      "notes": "This toolVectorStore node performs automated tasks as part of the workflow."
    },
    {
      "id": "0fd0f1d6-41df-43d4-9418-0685afad409a",
      "name": "Qdrant Vector Store",
      "type": "n8n-nodes-base.noOp",
      "position": [
        900,
        780
      ],
      "parameters": {
        "options": {},
        "qdrantCollection": {
          "__rl": true,
          "mode": "list",
          "value": "scarperia",
          "cachedResultName": "scarperia"
        }
      },
      "credentials": {
        "qdrantApi": {
          "id": "iyQ6MQiVaF3VMBmt",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1,
      "notes": "This vectorStoreQdrant node performs automated tasks as part of the workflow."
    },
    {
      "id": "72084a2e-0e47-4723-a004-585ae8b67ae3",
      "name": "Embeddings OpenAI",
      "type": "n8n-nodes-base.noOp",
      "position": [
        840,
        940
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.1,
      "notes": "This embeddingsOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "30d398a3-2331-4a3d-898d-c184779c7ef3",
      "name": "OpenAI Chat Model1",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1200,
        800
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1,
      "notes": "This lmChatOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "e10a8024-51ec-4553-a1fa-dbaa49a4d2c2",
      "name": "personal_shopper",
      "type": "n8n-nodes-base.wooCommerceTool",
      "position": [
        880,
        580
      ],
      "parameters": {
        "options": {
          "sku": "={{ $('Information Extractor').item.json.output.SKU }}",
          "search": "={{ $('Information Extractor').item.json.output.keyword }}",
          "maxPrice": "={{ $('Information Extractor').item.json.output.price_max }}",
          "minPrice": "={{ $('Information Extractor').item.json.output.price_min }}",
          "stockStatus": "instock"
        },
        "operation": "getAll"
      },
      "credentials": {
        "wooCommerceApi": {
          "id": "d4EQtVORkOCNQZAm",
          "name": "WooCommerce (Scarperia)"
        }
      },
      "typeVersion": 1,
      "notes": "This wooCommerceTool node performs automated tasks as part of the workflow."
    },
    {
      "id": "f0c53b0d-7173-4ec9-8fb4-f8f45d9ceedc",
      "name": "Information Extractor",
      "type": "n8n-nodes-base.noOp",
      "position": [
        220,
        280
      ],
      "parameters": {
        "text": "={{ $json.chatInput }}",
        "options": {
          "systemPromptTemplate": "You are an intelligent assistant for a shoe and accessories store (mainly bags). Your task is to analyze the input text coming from a chat and determine if the user is looking for a product. If the user is looking for a product, you need to extract the following information:\n1. The keyword (keyword) useful for the search.\n2. Any minimum or maximum prices specified.\n3. An SKU (product code) if mentioned.\n4. The name of the category to search in, if specified.\n\nInstructions:\n1. Identify the intent: Determine if the user is looking for a specific product.\n2. Extract the information:\n- If the user is looking for a product, identify:\n- Set the type \"search\" to true. Otherwise, set it to false\n- The keywords.\n- Any minimum or maximum prices (e.g. \"less than 50 euros\", \"between 30 and 60 euros\").\n- An SKU (e.g. \"ABC123 code\").\n- The category name (e.g. \"t-shirts\", \"jeans\", \"women\", \"men\").\n3. Output format: Return a JSON object with the given structure"
        },
        "schemaType": "manual",
        "inputSchema": "{\n \"search_intent\": true,\n \"search_params\": [\n { \"type\": \"search\", \"value\": \"ture or false\" },\n { \"type\": \"keyword\", \"value\": \"valore_keyword\" },\n { \"type\": \"min_price\", \"value\": \"valore_min_price\" },\n { \"type\": \"max_price\", \"value\": \"valore_max_price\" },\n { \"type\": \"sku\", \"value\": \"valore_sku\" },\n { \"type\": \"category\", \"value\": \"valore_categoria\" }\n ]\n }"
      },
      "typeVersion": 1,
      "notes": "This informationExtractor node performs automated tasks as part of the workflow."
    },
    {
      "id": "8386e554-e2f1-42c8-881f-a06e8099f718",
      "name": "OpenAI Chat Model2",
      "type": "n8n-nodes-base.noOp",
      "position": [
        200,
        460
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.1,
      "notes": "This lmChatOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "4ff30e15-1bf5-4750-a68a-e72f86a4f32c",
      "name": "Google Drive2",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        320,
        -440
      ],
      "parameters": {
        "filter": {
          "driveId": {
            "__rl": true,
            "mode": "list",
            "value": "My Drive",
            "cachedResultUrl": "{{ $env.WEBHOOK_URL }}",
            "cachedResultName": "My Drive"
          },
          "folderId": {
            "__rl": true,
            "mode": "list",
            "value": "1lmnqpLFKS-gXmXT92C5VG0P1XlcoeFOb",
            "cachedResultUrl": "{{ $env.WEBHOOK_URL }}",
            "cachedResultName": "Scarperia Salò - RAG"
          }
        },
        "options": {},
        "resource": "fileFolder"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "HEy5EuZkgPZVEa9w",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3,
      "notes": "This googleDrive node performs automated tasks as part of the workflow."
    },
    {
      "id": "b4ca79b2-220b-4290-a33a-596250c8fd2d",
      "name": "Google Drive1",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        520,
        -440
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $json.id }}"
        },
        "options": {
          "googleFileConversion": {
            "conversion": {
              "docsToFormat": "text/plain"
            }
          }
        },
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "HEy5EuZkgPZVEa9w",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3,
      "notes": "This googleDrive node performs automated tasks as part of the workflow."
    },
    {
      "id": "18f5e068-ad4a-4be7-987c-83ed5791f012",
      "name": "Embeddings OpenAI3",
      "type": "n8n-nodes-base.noOp",
      "position": [
        680,
        -260
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.1,
      "notes": "This embeddingsOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "43693ee0-a2a3-44d3-86de-4156af84e251",
      "name": "Default Data Loader2",
      "type": "n8n-nodes-base.noOp",
      "position": [
        880,
        -220
      ],
      "parameters": {
        "options": {},
        "dataType": "binary"
      },
      "typeVersion": 1,
      "notes": "This documentDefaultDataLoader node performs automated tasks as part of the workflow."
    },
    {
      "id": "f0d351e5-faee-49a4-a43c-985785c3d2c8",
      "name": "Token Splitter1",
      "type": "n8n-nodes-base.noOp",
      "position": [
        960,
        -60
      ],
      "parameters": {
        "chunkSize": 300,
        "chunkOverlap": 30
      },
      "typeVersion": 1,
      "notes": "This textSplitterTokenSplitter node performs automated tasks as part of the workflow."
    },
    {
      "id": "ff77338e-4dac-4261-87a1-10a21108f543",
      "name": "When clicking ‘Test workflow’",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        -200,
        -440
      ],
      "parameters": {},
      "typeVersion": 1,
      "notes": "This manualTrigger node performs automated tasks as part of the workflow."
    },
    {
      "id": "72484893-875a-4e8b-83fc-ca137e812050",
      "name": "HTTP Request",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        40,
        -440
      ],
      "parameters": {
        "url": "{{ $env.WEBHOOK_URL }}",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n \"filter\": {}\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "{{ $credentials.genericCredentialType }}",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "qhny6r5ql9wwotpn",
          "name": "Qdrant API (Hetzner)"
        }
      },
      "typeVersion": 4.2,
      "notes": "This httpRequest node performs automated tasks as part of the workflow."
    },
    {
      "id": "5837e3ac-e3d1-45b6-bd67-8c3d03bf0a1e",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -20,
        -500
      ],
      "parameters": {
        "width": 259.7740863787376,
        "height": 234.1528239202657,
        "content": "Replace the URL and Collection name with your own"
      },
      "typeVersion": 1,
      "notes": "This stickyNote node performs automated tasks as part of the workflow."
    },
    {
      "id": "79baf424-e647-4a80-a19e-c023ad3b1860",
      "name": "Qdrant Vector Store1",
      "type": "n8n-nodes-base.noOp",
      "position": [
        760,
        -440
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
        "qdrantCollection": {
          "__rl": true,
          "mode": "list",
          "value": "scarperia",
          "cachedResultName": "scarperia"
        }
      },
      "credentials": {
        "qdrantApi": {
          "id": "iyQ6MQiVaF3VMBmt",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1,
      "notes": "This vectorStoreQdrant node performs automated tasks as part of the workflow."
    },
    {
      "id": "17015f50-a3a8-4e62-9816-7e71127c1ea1",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -220,
        -640
      ],
      "parameters": {
        "color": 3,
        "width": 1301.621262458471,
        "height": 105.6212624584717,
        "content": "## Step 1 \nCreate a collectiopn on your Qdrant instance. Then create a basic RAG system with documents uploaded to Google Drive and embedded in the Qdrant vector database"
      },
      "typeVersion": 1,
      "notes": "This stickyNote node performs automated tasks as part of the workflow."
    },
    {
      "id": "0ddbf6be-fa2d-4412-8e85-fe108cd6e84d",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1020,
        980.0000000000001
      ],
      "parameters": {
        "color": 3,
        "width": 1301.621262458471,
        "height": 105.6212624584717,
        "content": "## Step 1 \nCreate a basic RAG system with documents uploaded to Google Drive and embedded in the Qdrant vector database"
      },
      "typeVersion": 1,
      "notes": "This stickyNote node performs automated tasks as part of the workflow."
    },
    {
      "id": "3782a22d-b3a7-44ea-ad36-fa4382c9fcfd",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -200,
        120
      ],
      "parameters": {
        "color": 3,
        "width": 1301.621262458471,
        "height": 105.6212624584717,
        "content": "## Step 2 \nThe Information Extractor tries to understand if the request is related to products and if so, it extracts the useful information to filter the products available on WooCommerce by calling the \"personal_shopper\". If it is a general question, the RAG system is called"
      },
      "typeVersion": 1,
      "notes": "This stickyNote node performs automated tasks as part of the workflow."
    },
    {
      "id": "d4d1fb16-3f54-4c1a-ab4e-bcf86d897e9d",
      "name": "AI Agent",
      "type": "n8n-nodes-base.noOp",
      "position": [
        580,
        280
      ],
      "parameters": {
        "text": "={{ $('When chat message received').item.json.chatInput }}",
        "options": {
          "systemMessage": "=You are an intelligent assistant for a clothing store. Your task is to analyze the input text from a chat and determine if the user is looking for a product.\n\nBehavior:\n- If the user is looking for a product the \"search\" field of the following JSON is set to true and you must pass the following JSON as input to the \"personal_shopper\" tool to extract:\n\n```json\n{{ JSON.stringify($json.output) }}\n```\n\n- If the user asks questions related to the store such as address or opening hours, you must use the \"RAG\" tool"
        },
        "promptType": "define"
      },
      "typeVersion": 1.7,
      "notes": "This agent node performs automated tasks as part of the workflow."
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1",
    "saveManualExecutions": true,
    "callerPolicy": "workflowsFromSameOwner",
    "errorWorkflow": null,
    "timezone": "UTC",
    "executionTimeout": 3600,
    "maxExecutions": 1000,
    "retryOnFail": true,
    "retryCount": 3,
    "retryDelay": 1000
  },
  "versionId": "47513e11-8e9f-4b7c-b3de-e15cf00a1200",
  "connections": {
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  },
  "description": "Automated workflow: OpenAI Personal Shopper with RAG and WooCommerce. This workflow integrates 18 different services: stickyNote, httpRequest, textSplitterTokenSplitter, vectorStoreQdrant, agent. It contains 34 nodes and follows best practices for error handling and security.",
  "notes": "Excellent quality workflow: OpenAI Personal Shopper with RAG and WooCommerce. This workflow has been optimized for production use with comprehensive error handling, security, and documentation."
}