Fortgeschührte KI-Demonstration (gezeigt auf der 14. KI-Entwickler-Tagung)

• •Google-Konto + Gmail API-Anmeldedaten
• •Slack Bot Token oder Webhook URL
• •HTTP Webhook-Endpunkt (wird von n8n automatisch generiert)
• •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
• •OpenAI API Key
• •Anthropic API Key
• •Pinecone API Key

{
  "meta": {
    "instanceId": "84ba6d895254e080ac2b4916d987aa66b000f88d4d919a6b9c76848f9b8a7616",
    "templateId": "2358"
  },
  "nodes": [
    {
      "id": "fb774d11-da48-4481-ad4e-8c93274f123e",
      "name": "Nachricht senden",
      "type": "n8n-nodes-base.slack",
      "position": [
        2340,
        580
      ],
      "parameters": {
        "text": "=Data from webhook:  {{ $json.query.email }}",
        "select": "channel",
        "channelId": {
          "__rl": true,
          "mode": "list",
          "value": "C079GL6K3U6",
          "cachedResultName": "general"
        },
        "otherOptions": {},
        "authentication": "oAuth2"
      },
      "typeVersion": 2.2
    },
    {
      "id": "5a3ad8f1-eba7-4076-80fc-0c1237aab50b",
      "name": "Haftnotiz2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        380,
        240
      ],
      "parameters": {
        "color": 7,
        "width": 1163.3132111854613,
        "height": 677.0358687053997,
        "content": "![h](https://i.postimg.cc/9XLvL5dL/slide-sf-talk.png#full-width)"
      },
      "typeVersion": 1
    },
    {
      "id": "01c59396-0fef-4d1c-aa1f-787669300650",
      "name": "Haftnotiz",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1860,
        240
      ],
      "parameters": {
        "color": 7,
        "width": 437,
        "height": 99,
        "content": "# What is n8n?\n### Low-code Automation Platform for technical teams"
      },
      "typeVersion": 1
    },
    {
      "id": "0bdd4a35-7f5c-443c-a14a-4e6f7ed18712",
      "name": "JavaScript ausführen",
      "type": "n8n-nodes-base.code",
      "position": [
        2340,
        380
      ],
      "parameters": {
        "jsCode": "// Loop over input items and add a new field called 'myNewField' to the JSON of each one\nfor (const item of $input.all()) {\n  item.json.myNewField = 1;\n}\n\nreturn $input.all();"
      },
      "typeVersion": 2
    },
    {
      "id": "4b1b6cc1-1a9f-4a0c-96d5-fd179c84c79d",
      "name": "Haftnotiz3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        4440,
        240
      ],
      "parameters": {
        "color": 6,
        "width": 318,
        "height": 106,
        "content": "# Example #2\n### RAG with PDF as source"
      },
      "typeVersion": 1
    },
    {
      "id": "7e9e7802-5695-4240-83b9-d6f02192ad2b",
      "name": "Rekursiver Zeichentext-Splitter",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        5120,
        1000
      ],
      "parameters": {
        "options": {},
        "chunkSize": 3000,
        "chunkOverlap": 200
      },
      "typeVersion": 1
    },
    {
      "id": "63783c21-af6d-4e70-8dec-c861641c53fb",
      "name": "Embeddings OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        4880,
        820
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "5742ce9c-2f73-4129-85eb-876f562cf6b1",
      "name": "Standard-Datenlader",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        5100,
        820
      ],
      "parameters": {
        "loader": "pdfLoader",
        "options": {
          "metadata": {
            "metadataValues": [
              {
                "name": "document-title",
                "value": "={{ $('PDFs to download').item.json.whitepaper_title }}"
              },
              {
                "name": "document-publish-year",
                "value": "={{ $('PDFs to download').item.json.publish_year }}"
              },
              {
                "name": "document-author",
                "value": "={{ $('PDFs to download').item.json.author }}"
              }
            ]
          }
        },
        "dataType": "binary"
      },
      "typeVersion": 1
    },
    {
      "id": "686c63fa-4672-4107-bd58-ffbb0650b44b",
      "name": "OpenAI Chat-Modell",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        5840,
        840
      ],
      "parameters": {
        "model": "gpt-4o",
        "options": {
          "temperature": 0.3
        }
      },
      "typeVersion": 1
    },
    {
      "id": "73a7df02-aa2c-4f0f-aa88-38cbbbf3b1cb",
      "name": "Embeddings OpenAI2",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        5980,
        1140
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "42737305-fd39-4ec7-b4ba-53f70085dd5f",
      "name": "Vector Store Retriever",
      "type": "@n8n/n8n-nodes-langchain.retrieverVectorStore",
      "position": [
        6040,
        840
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "2c7a3666-e123-439d-8b74-41eb375f066c",
      "name": "PDF herunterladen",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        4700,
        600
      ],
      "parameters": {
        "url": "={{ $json.file_url }}",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "866eaeb9-6a7c-4209-b485-8ef13ed006b4",
      "name": "PDFs zum Herunterladen",
      "type": "n8n-nodes-base.noOp",
      "notes": "BTC Whitepaper + metadata",
      "position": [
        4440,
        600
      ],
      "parameters": {},
      "notesInFlow": true,
      "typeVersion": 1
    },
    {
      "id": "e78f2191-096c-4575-9d48-fb891fd18698",
      "name": "Haftnotiz4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        4440,
        440
      ],
      "parameters": {
        "color": 4,
        "width": 414.36616595939887,
        "height": 91.0723900084547,
        "content": "## A. Load PDF into Pinecone\nDownload the PDF, then text embeddings into Pincecone"
      },
      "typeVersion": 1
    },
    {
      "id": "7c3ccf27-32b1-4ea7-b2ef-6997793de733",
      "name": "Haftnotiz5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        5600,
        460
      ],
      "parameters": {
        "color": 4,
        "width": 284.62109466374466,
        "height": 86.95121951219511,
        "content": "## B. Chat with PDF\nUse GPT4o to chat with Pinecone index"
      },
      "typeVersion": 1
    },
    {
      "id": "6063d009-da6e-4cbf-899f-c86b879931a7",
      "name": "Pinecone Vector Store lesen",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        5980,
        980
      ],
      "parameters": {
        "options": {
          "pineconeNamespace": "whitepaper"
        },
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "whitepapers",
          "cachedResultName": "whitepapers"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "8aa52156-264d-4911-993c-ac5117a76b21",
      "name": "Frage-Antwort-Kette",
      "type": "@n8n/n8n-nodes-langchain.chainRetrievalQa",
      "position": [
        5840,
        620
      ],
      "parameters": {
        "text": "={{ $json.chatInput }}. \nOnly use vector store knowledge to answer the question. Don't make anything up. If you don't know the answer, tell the user that you don't know.",
        "promptType": "define"
      },
      "typeVersion": 1.3
    },
    {
      "id": "b394ee1d-a2ca-4db0-8caa-981f8f066787",
      "name": "Haftnotiz6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        7380,
        240
      ],
      "parameters": {
        "color": 6,
        "width": 504.25,
        "height": 106,
        "content": "# Example #3\n### AI Assistant that knows how to use predefined API endpoints "
      },
      "typeVersion": 1
    },
    {
      "id": "37a8b8f2-c444-4c6e-9b02-b97a5c616e84",
      "name": "Haftnotiz7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        3020,
        220
      ],
      "parameters": {
        "color": 6,
        "width": 318,
        "height": 111,
        "content": "# Example #1\n### Categorize incoming emails with AI"
      },
      "typeVersion": 1
    },
    {
      "id": "07123e8e-8760-4c89-acda-aaef6de68be2",
      "name": "Anthropic Chat-Modell",
      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
      "position": [
        7580,
        700
      ],
      "parameters": {
        "options": {
          "temperature": 0.4
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "e338a175-e823-4cd4-b77d-f5acbfcbdb9d",
      "name": "Kalenderverfügbarkeit abrufen",
      "type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
      "position": [
        7900,
        700
      ],
      "parameters": {
        "url": "https://www.googleapis.com/calendar/v3/freeBusy",
        "method": "POST",
        "jsonBody": "={\n  \"timeMin\": \"{timeMin}\",\n  \"timeMax\": \"{timeMax}\",\n  \"timeZone\": \"Europe/Berlin\",\n  \"groupExpansionMax\": 20,\n  \"calendarExpansionMax\": 10,\n  \"items\": [\n    {\n      \"id\": \"max@n8n.io\"\n    }\n  ]\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "toolDescription": "Call this tool to get the appointment availability for a particular period on the calendar. The tool may refer to availability as \"Free\" or \"Busy\". \n\nUse {timeMin} and {timeMax} to specify the window for the availability query. For example, to get availability for 25 July, 2024 the {timeMin} would be 2024-07-25T09:00:00+02:00 and {timeMax} would be 2024-07-25T17:00:00+02:00.\n\nIf the tool returns an empty response, it means that something went wrong. It does not mean that there is no availability.",
        "nodeCredentialType": "googleCalendarOAuth2Api"
      },
      "typeVersion": 1
    },
    {
      "id": "ae05933c-dfa9-4272-b610-8b5fc94d76fe",
      "name": "Terminbuchungs-Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        7680,
        480
      ],
      "parameters": {
        "options": {
          "systemMessage": "=You are an efficient and courteous assistant tasked with scheduling appointments with Max Tkacz.\n\nWhen users mention an appointment or meeting, they are referring to a meeting with Max.\nWhen users refer to the calendar or \"your schedule,\" they are referring to Max's calendar. \n\nYou can use various tools to access and manage Max's calendar. Your primary goal is to assist users in successfully booking an appointment with Max, ensuring no scheduling conflicts. Only book an appointment if the requested time slot is available (the tool may refer to this as \"Free\")\n\nToday's date is {{ $today.format('dd LLL yyyy') }}.\nAppointments are always 30 minutes in length. \n\n\nProvide accurate information at all times. If the tools are not functioning correctly, inform the user that you are unable to assist them at the moment.\n"
        }
      },
      "typeVersion": 1.6
    },
    {
      "id": "7e3b1797-150e-4c7c-93a5-306b981e0b6c",
      "name": "Haftnotiz1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        8300,
        440
      ],
      "parameters": {
        "color": 7,
        "width": 327.46658341463433,
        "height": 571.8601927804875,
        "content": "![h](https://i.imghippo.com/files/d9Bgv1721858679.png#full-width)\n[Open Calendar](https://calendar.google.com/calendar/u/0/r/day/2024/7/26)"
      },
      "typeVersion": 1
    },
    {
      "id": "afe8d14d-d0d0-4a11-bb4f-57358de66bc1",
      "name": "Window Buffer Memory",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        7720,
        700
      ],
      "parameters": {
        "contextWindowLength": 10
      },
      "typeVersion": 1.2
    },
    {
      "id": "53d131ea-3235-4e4e-828b-dc22c9021e50",
      "name": "Haftnotiz8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        6380,
        640
      ],
      "parameters": {
        "color": 7,
        "width": 615.2162978341456,
        "height": 403.1877919219511,
        "content": "![h](https://i.postimg.cc/kXW9XrZt/Screenshot-2024-07-24-at-15-18-27.png#full-width)\nBTC Whitepaper references"
      },
      "typeVersion": 1
    },
    {
      "id": "55a0f180-bb35-4b35-b72c-b9361698e5ad",
      "name": "Haftnotiz9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        9660,
        240
      ],
      "parameters": {
        "color": 7,
        "width": 345.33741540309194,
        "height": 398.9629539487597,
        "content": "### Connect with me or explore this demo 👇\n![QR](https://i.postimg.cc/VNkdCLQh/frame.png#full-width)"
      },
      "typeVersion": 1
    },
    {
      "id": "14b3231d-aa96-4783-be8f-cb2f70b0bc7f",
      "name": "Haftnotiz10",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        9220,
        240
      ],
      "parameters": {
        "color": 7,
        "width": 411.2946586626259,
        "height": 197.19036476628202,
        "content": "# Thank you and happy flowgramming 🤘\n\n### Max Tkacz | Senior Developer Advocate @ n8n"
      },
      "typeVersion": 1
    },
    {
      "id": "c9a2fcdc-c8ab-4b9d-9979-4fd7cca1e8a8",
      "name": "In Pinecone Vector Store einfügen",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        4920,
        600
      ],
      "parameters": {
        "mode": "insert",
        "options": {
          "clearNamespace": true,
          "pineconeNamespace": "whitepaper"
        },
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "whitepapers",
          "cachedResultName": "whitepapers"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "6a890c74-67f9-4eee-bb56-7c9a68921ae1",
      "name": "Termin buchen",
      "type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
      "position": [
        8060,
        700
      ],
      "parameters": {
        "url": "https://www.googleapis.com/calendar/v3/calendars/max@n8n.io/events",
        "method": "POST",
        "jsonBody": "={\n  \"summary\": \"Appointment with {userName}\",\n  \"start\": {\n    \"dateTime\": \"{startTime}\",\n    \"timeZone\": \"Europe/Berlin\"\n  },\n  \"end\": {\n    \"dateTime\": \"{endTime}\",\n    \"timeZone\": \"Europe/Berlin\"\n  },\n  \"attendees\": [\n    {\"email\": \"max@n8n.io\"},\n    {\"email\": \"{userEmail}\"}\n  ]\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "toolDescription": "Call this tool to book an appointment in the calendar. ",
        "nodeCredentialType": "googleCalendarOAuth2Api",
        "placeholderDefinitions": {
          "values": [
            {
              "name": "userName",
              "description": "The full name of the user making the appointment. Like John Doe"
            },
            {
              "name": "startTime",
              "description": "The start time of the event in Europe/Berlin timezone. For example, 2024-07-24T10:00:00+02:00"
            },
            {
              "name": "endTime",
              "description": "The end time of the event in Europe/Berlin timezone. It should always be 30 minutes after the startTime. "
            },
            {
              "name": "userEmail",
              "description": "The email address of the user making the appointment"
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "7f6e62f2-2d72-4fd2-a6ef-e57028d0055b",
      "name": "Bei Chat-Nachricht empfangen",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        5600,
        620
      ],
      "webhookId": "c348693e-9c43-4bf2-90a5-23786273e809",
      "parameters": {
        "public": true,
        "options": {
          "title": "Book an appointment with Max"
        },
        "initialMessages": "Hi there! 👋\nI can help you schedule an appointment with Max Tkacz. On which day would you like to meet?"
      },
      "typeVersion": 1.1
    },
    {
      "id": "52c65975-479d-4c76-bcd3-23f5c9bb6acf",
      "name": "Haftnotiz11",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        9220,
        460
      ],
      "parameters": {
        "color": 7,
        "width": 411.2946586626259,
        "height": 80,
        "content": "### Explore 100+ AI Workflow templates on n8n.io\n[Open Templates Library](https://n8n.io/workflows)"
      },
      "typeVersion": 1
    },
    {
      "id": "ba0635c0-2ca4-4b27-b960-3a0e0f93a56a",
      "name": "Haftnotiz12",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        9220,
        560
      ],
      "parameters": {
        "color": 7,
        "width": 411.2946586626259,
        "height": 80,
        "content": "### Ask a question in our community (13k+ members)\n[Explore n8n community](https://community.n8n.io/)"
      },
      "typeVersion": 1
    },
    {
      "id": "29227c52-a9cc-4bd1-b1a3-78fb805b659c",
      "name": "OpenAI Chat-Modell1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        3260,
        660
      ],
      "parameters": {
        "model": "gpt-4o",
        "options": {
          "temperature": 0.5
        }
      },
      "typeVersion": 1
    },
    {
      "id": "494a2868-9ff5-402c-b83b-6dd2c3ddbcc9",
      "name": "Automatisierungslabel hinzufügen",
      "type": "n8n-nodes-base.gmail",
      "position": [
        3760,
        300
      ],
      "parameters": {
        "labelIds": [
          "Label_4763053241338138112"
        ],
        "messageId": "={{ $json.id }}",
        "operation": "addLabels"
      },
      "typeVersion": 2.1
    },
    {
      "id": "0f9d834d-ec47-43f5-945b-8c464d371122",
      "name": "Bei neuer E-Mail in Nathans Posteingang",
      "type": "n8n-nodes-base.gmailTrigger",
      "disabled": true,
      "position": [
        3040,
        460
      ],
      "parameters": {
        "simple": false,
        "filters": {},
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "142e2a49-40bd-4bf5-9ba3-f14ecd68618e",
      "name": "Musiklabel hinzufügen",
      "type": "n8n-nodes-base.gmail",
      "position": [
        3760,
        500
      ],
      "parameters": {
        "labelIds": [
          "Label_6822395192337188416"
        ],
        "messageId": "={{ $json.id }}",
        "operation": "addLabels"
      },
      "typeVersion": 2.1
    },
    {
      "id": "2eb46753-a0e8-43ec-a460-466b1dd265c9",
      "name": "Label mit KI zuweisen",
      "type": "@n8n/n8n-nodes-langchain.textClassifier",
      "position": [
        3280,
        460
      ],
      "parameters": {
        "options": {},
        "inputText": "={{ $json.text }}",
        "categories": {
          "categories": [
            {
              "category": "automation",
              "description": "email on the topic of automation or workflows and automated processes, includes newsletters on this topic"
            },
            {
              "category": "music",
              "description": "email on the topic of music, for example from an artist "
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "576d8206-1b1e-4671-ba45-86e9d844a73b",
      "name": "Webhook",
      "type": "n8n-nodes-base.webhook",
      "position": [
        1860,
        460
      ],
      "webhookId": "74facfd7-0f51-4605-9724-2c300594fcf9",
      "parameters": {
        "path": "74facfd7-0f51-4605-9724-2c300594fcf9",
        "options": {}
      },
      "typeVersion": 2
    },
    {
      "id": "1e612376-1a3b-4c48-9cd3-97867ba4cad5",
      "name": "Ob E-Mail n8n enthält",
      "type": "n8n-nodes-base.if",
      "position": [
        2060,
        460
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "a0b16c44-03ea-4e96-9671-7b168697186d",
              "operator": {
                "type": "string",
                "operation": "contains"
              },
              "leftValue": "={{ $json.query.email }}",
              "rightValue": "@n8n"
            }
          ]
        }
      },
      "typeVersion": 2
    }
  ],
  "pinData": {},
  "connections": {
    "576d8206-1b1e-4671-ba45-86e9d844a73b": {
      "main": [
        [
          {
            "node": "1e612376-1a3b-4c48-9cd3-97867ba4cad5",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "2c7a3666-e123-439d-8b74-41eb375f066c": {
      "main": [
        [
          {
            "node": "c9a2fcdc-c8ab-4b9d-9979-4fd7cca1e8a8",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "6a890c74-67f9-4eee-bb56-7c9a68921ae1": {
      "ai_tool": [
        [
          {
            "node": "ae05933c-dfa9-4272-b610-8b5fc94d76fe",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "866eaeb9-6a7c-4209-b485-8ef13ed006b4": {
      "main": [
        [
          {
            "node": "2c7a3666-e123-439d-8b74-41eb375f066c",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "63783c21-af6d-4e70-8dec-c861641c53fb": {
      "ai_embedding": [
        [
          {
            "node": "c9a2fcdc-c8ab-4b9d-9979-4fd7cca1e8a8",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "686c63fa-4672-4107-bd58-ffbb0650b44b": {
      "ai_languageModel": [
        [
          {
            "node": "8aa52156-264d-4911-993c-ac5117a76b21",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "73a7df02-aa2c-4f0f-aa88-38cbbbf3b1cb": {
      "ai_embedding": [
        [
          {
            "node": "6063d009-da6e-4cbf-899f-c86b879931a7",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "29227c52-a9cc-4bd1-b1a3-78fb805b659c": {
      "ai_languageModel": [
        [
          {
            "node": "2eb46753-a0e8-43ec-a460-466b1dd265c9",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "5742ce9c-2f73-4129-85eb-876f562cf6b1": {
      "ai_document": [
        [
          {
            "node": "c9a2fcdc-c8ab-4b9d-9979-4fd7cca1e8a8",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "07123e8e-8760-4c89-acda-aaef6de68be2": {
      "ai_languageModel": [
        [
          {
            "node": "ae05933c-dfa9-4272-b610-8b5fc94d76fe",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "2eb46753-a0e8-43ec-a460-466b1dd265c9": {
      "main": [
        [
          {
            "node": "494a2868-9ff5-402c-b83b-6dd2c3ddbcc9",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "142e2a49-40bd-4bf5-9ba3-f14ecd68618e",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "afe8d14d-d0d0-4a11-bb4f-57358de66bc1": {
      "ai_memory": [
        [
          {
            "node": "ae05933c-dfa9-4272-b610-8b5fc94d76fe",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "42737305-fd39-4ec7-b4ba-53f70085dd5f": {
      "ai_retriever": [
        [
          {
            "node": "8aa52156-264d-4911-993c-ac5117a76b21",
            "type": "ai_retriever",
            "index": 0
          }
        ]
      ]
    },
    "e338a175-e823-4cd4-b77d-f5acbfcbdb9d": {
      "ai_tool": [
        [
          {
            "node": "ae05933c-dfa9-4272-b610-8b5fc94d76fe",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "6063d009-da6e-4cbf-899f-c86b879931a7": {
      "ai_vectorStore": [
        [
          {
            "node": "42737305-fd39-4ec7-b4ba-53f70085dd5f",
            "type": "ai_vectorStore",
            "index": 0
          }
        ]
      ]
    },
    "7f6e62f2-2d72-4fd2-a6ef-e57028d0055b": {
      "main": [
        [
          {
            "node": "8aa52156-264d-4911-993c-ac5117a76b21",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "1e612376-1a3b-4c48-9cd3-97867ba4cad5": {
      "main": [
        [
          {
            "node": "0bdd4a35-7f5c-443c-a14a-4e6f7ed18712",
            "type": "main",
            "index": 0
          },
          {
            "node": "fb774d11-da48-4481-ad4e-8c93274f123e",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "0f9d834d-ec47-43f5-945b-8c464d371122": {
      "main": [
        [
          {
            "node": "2eb46753-a0e8-43ec-a460-466b1dd265c9",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "7e9e7802-5695-4240-83b9-d6f02192ad2b": {
      "ai_textSplitter": [
        [
          {
            "node": "5742ce9c-2f73-4129-85eb-876f562cf6b1",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    }
  }
}