Modèle de contrôle d'accès par proxy

• •Clé API Airtable
• •Token Bot Telegram
• •Clé API OpenAI
• •Peut nécessiter les informations d'identification d'authentification de l'API cible

{
  "id": "fa2TGWrY9rPurC30",
  "meta": {
    "instanceId": "fb8bc2e315f7f03c97140b30aa454a27bc7883a19000fa1da6e6b571bf56ad6d",
    "templateCredsSetupCompleted": true
  },
  "name": "Agent Access Control Template",
  "tags": [
    {
      "id": "RKga6I6NviNI12bx",
      "name": "template",
      "createdAt": "2024-09-19T19:09:21.997Z",
      "updatedAt": "2024-09-19T19:09:21.997Z"
    }
  ],
  "nodes": [
    {
      "id": "77771654-bfb9-4c34-b644-d4d6eeb15d37",
      "name": "Simple Memory",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        560,
        260
      ],
      "parameters": {
        "sessionKey": "={{ $('Telegram Trigger').item.json.message.from.id }}",
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3
    },
    {
      "id": "f1ef483e-4f84-40c7-957d-191a54ffb80e",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        360,
        260
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o",
          "cachedResultName": "gpt-4o"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "X7Jf0zECd3IkQdSw",
          "name": "OpenAi (octionicsolutions)"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "c6ba00c9-8ca2-4cf0-9e2c-24ead9eb7c1b",
      "name": "Vérifier les permissions",
      "type": "@n8n/n8n-nodes-langchain.code",
      "position": [
        960,
        260
      ],
      "parameters": {
        "code": {
          "supplyData": {
            "code": "const { DynamicTool } = require(\"@langchain/core/tools\");\nconst connectedTools = await this.getInputConnectionData('ai_tool', 0);\nconst allowedTools = $input.item.json.allowed_tools;\n\nconst noTool = (tool) => {\n  return new DynamicTool({\n    name: tool.getName(),\n    description: tool.description,\n    func: async () => {\n        return \"Tell the user 'You are not authorized to use this tool'.\";\n    },\n  });\n}\n\nreturn connectedTools.map(connectedTool => {\n  const permissionGranted = allowedTools.includes(connectedTool.getName());\n  return permissionGranted ? connectedTool : noTool(connectedTool);\n});"
          }
        },
        "inputs": {
          "input": [
            {
              "type": "ai_tool",
              "required": true
            }
          ]
        },
        "outputs": {
          "output": [
            {
              "type": "ai_tool"
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "db15e298-b8d0-4096-b606-18bc8d43bb39",
      "name": "Telegram Trigger",
      "type": "n8n-nodes-base.telegramTrigger",
      "position": [
        -240,
        -120
      ],
      "webhookId": "4410accd-63e4-4c38-ad0b-26874f5eb673",
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {}
      },
      "credentials": {
        "telegramApi": {
          "id": "3paV9xW2WWlusvsq",
          "name": "octionictest_bot"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3df9b9f5-c0a2-4905-95aa-285b492f2ec0",
      "name": "Définir l'entrée",
      "type": "n8n-nodes-base.set",
      "position": [
        420,
        0
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "9ea62c8f-984b-4c05-8e40-549d8035c4d3",
              "name": "name",
              "type": "string",
              "value": "={{ $json.name }}"
            },
            {
              "id": "bf74b2c4-f0d1-458a-9044-5cb1b62722e6",
              "name": "granted_roles",
              "type": "array",
              "value": "={{ $json.granted_roles || [] }}"
            },
            {
              "id": "e0f4d3d7-a916-43cb-a13d-e4453b0d1a3b",
              "name": "allowed_tools",
              "type": "array",
              "value": "={{ $json.allowed_tools || [] }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "a5af8184-4a17-447e-96d3-809c6bd131f3",
      "name": "Obtenir les permissions utilisateur",
      "type": "n8n-nodes-base.airtable",
      "position": [
        -20,
        -120
      ],
      "parameters": {
        "base": {
          "__rl": true,
          "mode": "list",
          "value": "app0K2OqeryZWxIt9",
          "cachedResultUrl": "https://airtable.com/app0K2OqeryZWxIt9",
          "cachedResultName": "Agent Access Control"
        },
        "table": {
          "__rl": true,
          "mode": "list",
          "value": "tblRcEGwmycLfDuHt",
          "cachedResultUrl": "https://airtable.com/app0K2OqeryZWxIt9/tblRcEGwmycLfDuHt",
          "cachedResultName": "Users"
        },
        "options": {
          "fields": [
            "granted_roles",
            "allowed_tools",
            "name"
          ]
        },
        "operation": "search",
        "filterByFormula": "={username} = '{{ $json.message.from.username }}'"
      },
      "credentials": {
        "airtableTokenApi": {
          "id": "24eNAG2FrCu3ZCtz",
          "name": "AAC read only"
        }
      },
      "typeVersion": 2.1,
      "alwaysOutputData": true
    },
    {
      "id": "4abf80e7-9b1f-4ef0-b742-da29e1208b78",
      "name": "Lorsqu'exécuté par un autre workflow",
      "type": "n8n-nodes-base.executeWorkflowTrigger",
      "position": [
        0,
        800
      ],
      "parameters": {
        "workflowInputs": {
          "values": [
            {
              "name": "chatInput"
            },
            {
              "name": "sessionId"
            },
            {
              "name": "allowed_tools"
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "10129d31-3446-47a0-aacd-3bd584b0bd79",
      "name": "Paramètres",
      "type": "n8n-nodes-base.set",
      "position": [
        220,
        800
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "93b5d2ac-8c8a-4c61-999f-2727b7ba9514",
              "name": "chatInput",
              "type": "string",
              "value": "={{ $json.chatInput }}"
            },
            {
              "id": "3f65df4c-fae1-4da3-acfd-acf352a3f8d2",
              "name": "sessionId",
              "type": "string",
              "value": "={{ $json.sessionId }}"
            },
            {
              "id": "81020154-c869-4bc8-944a-a9aee900a656",
              "name": "allowed_tools",
              "type": "array",
              "value": "={{ $json.allowed_tools }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "c45f4258-8ef6-4bf6-878f-5e86ac577712",
      "name": "OpenAI Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        340,
        1060
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "X7Jf0zECd3IkQdSw",
          "name": "OpenAi (octionicsolutions)"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "e5cf82bc-c9a8-474e-bbeb-201e3431fa36",
      "name": "Simple Memory1",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        540,
        1060
      ],
      "parameters": {
        "sessionKey": "={{ $('Settings').item.json.sessionId }}_weather_check",
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3
    },
    {
      "id": "e9fd93c9-c008-470b-885a-4287950b9c3d",
      "name": "Vérifier les permissions1",
      "type": "@n8n/n8n-nodes-langchain.code",
      "position": [
        740,
        1060
      ],
      "parameters": {
        "code": {
          "supplyData": {
            "code": "const { DynamicTool } = require(\"@langchain/core/tools\");\nconst connectedTools = await this.getInputConnectionData('ai_tool', 0);\nconst allowedTools = $input.item.json.allowed_tools;\n\nconst noTool = (tool) => {\n  return new DynamicTool({\n    name: tool.getName(),\n    description: tool.description,\n    func: async () => {\n        return \"Tell the user 'You are not authorized to use this tool'.\";\n    },\n  });\n}\n\nreturn connectedTools.map(connectedTool => {\n  const permissionGranted = allowedTools.includes(connectedTool.getName());\n  return permissionGranted ? connectedTool : noTool(connectedTool);\n});"
          }
        },
        "inputs": {
          "input": [
            {
              "type": "ai_tool",
              "required": true
            }
          ]
        },
        "outputs": {
          "output": [
            {
              "type": "ai_tool"
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "f791deb0-9ebe-4451-8a1f-3119547dd576",
      "name": "liste_rôles_autorisés",
      "type": "@n8n/n8n-nodes-langchain.toolCode",
      "position": [
        1000,
        460
      ],
      "parameters": {
        "name": "list_granted_roles",
        "jsCode": "// Example: convert the incoming query to uppercase and return it\nreturn \"You are assigned the following roles: \" + $input.item.json.granted_roles.join(\", \");",
        "description": "Call this tool to tell the user which roles they have been granted."
      },
      "typeVersion": 1.1
    },
    {
      "id": "ab0c6dae-6259-4be1-b0df-e3276cafb938",
      "name": "liste_outils_autorisés",
      "type": "@n8n/n8n-nodes-langchain.toolCode",
      "position": [
        1160,
        460
      ],
      "parameters": {
        "name": "list_allowed_tools",
        "jsCode": "return \"You have access to the following tools: \" + $input.item.json.allowed_tools.join(\", \");",
        "description": "Call this tool to tell the user which tools they have access to."
      },
      "typeVersion": 1.1
    },
    {
      "id": "76529936-80ea-4f94-9a06-bae3b6ea0ce3",
      "name": "calculatrice",
      "type": "@n8n/n8n-nodes-langchain.toolCalculator",
      "position": [
        860,
        460
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "fd7f4875-6838-4b53-9167-4a22d4f5f27f",
      "name": "Wikipedia",
      "type": "@n8n/n8n-nodes-langchain.toolWikipedia",
      "position": [
        760,
        260
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "0dc5c3e6-b9d2-4a96-9539-dae86dc171a6",
      "name": "obtenir_coordonnées",
      "type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
      "position": [
        800,
        1260
      ],
      "parameters": {
        "url": "https://geocoding-api.open-meteo.com/v1/search?name={city}&count=1",
        "fields": "name,latitude,longitude",
        "dataField": "results",
        "fieldsToInclude": "selected",
        "toolDescription": "Get the GEO position by city name",
        "optimizeResponse": true,
        "placeholderDefinitions": {
          "values": [
            {
              "name": "city",
              "type": "string",
              "description": "Name of the city"
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "e70a2cb2-832b-4741-85d2-c446be168ad4",
      "name": "obtenir_météo",
      "type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
      "position": [
        980,
        1260
      ],
      "parameters": {
        "url": "https://api.open-meteo.com/v1/forecast?latitude={latitude}&longitude={longitude}&current_weather=true",
        "toolDescription": "Get current weather by GEO data (longitude, latitude)",
        "placeholderDefinitions": {
          "values": [
            {
              "name": "longitude",
              "type": "string",
              "description": "Longitude of location. Dot as decimal separator."
            },
            {
              "name": "latitude",
              "type": "string",
              "description": "Latitude of location. Dot as decimal separator."
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "66c5568d-d2fe-4938-b577-b005a5c32e37",
      "name": "agent_météo",
      "type": "@n8n/n8n-nodes-langchain.toolWorkflow",
      "position": [
        1360,
        460
      ],
      "parameters": {
        "name": "weather_agent",
        "workflowId": {
          "__rl": true,
          "mode": "list",
          "value": "C1fIIooUO64D56t6",
          "cachedResultName": "Agent Access Control with Airtable and Telegram"
        },
        "workflowInputs": {
          "value": {
            "chatInput": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('chatInput', ``, 'string') }}",
            "sessionId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
            "allowed_tools": "={{ $input.item.json.allowed_tools }}"
          },
          "schema": [
            {
              "id": "sessionId",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "sessionId",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "chatInput",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "chatInput",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "allowed_tools",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "allowed_tools",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "ffcf4df4-f969-4bc1-9393-0e7a4317626a",
      "name": "Weather Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        440,
        800
      ],
      "parameters": {
        "options": {
          "systemMessage": "=You are a weather data assistant.\nYou MUST only use the provided tools to process any user input. Never use general knowledge to answer questions. If you can't use a tool, tell the user why."
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "eae759d7-fa4a-4993-bbcf-cc430f2dfa60",
      "name": "Utilisateur inconnu",
      "type": "n8n-nodes-base.if",
      "position": [
        200,
        -120
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "1d042f5b-ef39-4b9e-8d9c-900b39dbe3fb",
              "operator": {
                "type": "object",
                "operation": "empty",
                "singleValue": true
              },
              "leftValue": "={{ $json }}",
              "rightValue": ""
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "df377324-d57d-45ab-85c7-88446a07abcd",
      "name": "Note adhésive",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -80,
        -260
      ],
      "parameters": {
        "width": 220,
        "height": 300,
        "content": "## Choose Base\nCopy [this Airtable Template](https://airtable.com/appi5nijuvzQbZLJJ/shr8OkLysG1VtlCiz) into your workspace and select that Base here"
      },
      "typeVersion": 1
    },
    {
      "id": "b1ddd130-07fa-47e3-ba24-7b4e85f94b6a",
      "name": "Note adhésive1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1280,
        300
      ],
      "parameters": {
        "height": 300,
        "content": "## Choose workflow\nSelect the current workflow as the workflow that should be called"
      },
      "typeVersion": 1
    },
    {
      "id": "7d24fc8e-36e7-4087-88cc-7f1c725ce814",
      "name": "Note adhésive2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        900,
        160
      ],
      "parameters": {
        "color": 7,
        "width": 380,
        "height": 220,
        "content": "Uses list of allowed tools gathered from Airtable to check for permissions and replaces denied tools with a fixed instruction to return a message to the user."
      },
      "typeVersion": 1
    },
    {
      "id": "987b3372-1703-4284-a285-d2edfd032422",
      "name": "Note adhésive3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        700,
        160
      ],
      "parameters": {
        "color": 7,
        "width": 200,
        "height": 220,
        "content": "Tools can also be connected without a permission check"
      },
      "typeVersion": 1
    },
    {
      "id": "885b0117-bae1-4aac-a91f-e140259b32e2",
      "name": "Note adhésive4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        580,
        -80
      ],
      "parameters": {
        "color": 7,
        "width": 380,
        "height": 240,
        "content": "Main agent with the instruction to always use the connected tools instead of general knowledge"
      },
      "typeVersion": 1
    },
    {
      "id": "25f17f39-a777-4386-b14d-1ed7db3c54f4",
      "name": "Note adhésive5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        360,
        -80
      ],
      "parameters": {
        "color": 7,
        "width": 220,
        "height": 240,
        "content": "Collects input and formats it using required keys"
      },
      "typeVersion": 1
    },
    {
      "id": "a0abbeea-d9c1-4005-b996-d4e8e4fd97d3",
      "name": "Note adhésive7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        160,
        720
      ],
      "parameters": {
        "color": 7,
        "width": 220,
        "height": 240,
        "content": "Collects and formats input from parent workflow / agent"
      },
      "typeVersion": 1
    },
    {
      "id": "8e25e640-7b6d-4ca7-b3fd-06eac3cebbea",
      "name": "Note adhésive8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        680,
        960
      ],
      "parameters": {
        "color": 7,
        "width": 380,
        "height": 220,
        "content": "Uses the same technique as the main agent to check for permissions using the same parameters which were passed to this sub-agent."
      },
      "typeVersion": 1
    },
    {
      "id": "1168726e-2a39-40f6-aea6-77c12dc2b37b",
      "name": "Note adhésive9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        380,
        720
      ],
      "parameters": {
        "color": 7,
        "width": 380,
        "height": 240,
        "content": "Sub-agent with specific role to handle weather information. Also having the instruction to strictly only use the connected tools."
      },
      "typeVersion": 1
    },
    {
      "id": "e65e1ea3-c773-4e65-8c49-b9f7fe75df28",
      "name": "Réponse : utilisateur inconnu",
      "type": "n8n-nodes-base.telegram",
      "position": [
        420,
        -240
      ],
      "webhookId": "510028ef-060f-4ce7-898e-f1a2a376780c",
      "parameters": {
        "text": "=Unknown user '{{ $('Telegram Trigger').item.json.message.from.username }}'. Please contact your supervisor.",
        "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "additionalFields": {
          "appendAttribution": false
        }
      },
      "credentials": {
        "telegramApi": {
          "id": "3paV9xW2WWlusvsq",
          "name": "octionictest_bot"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "aa5937b9-22d2-4719-9d51-00f7d28beb43",
      "name": "Répondre avec les résultats",
      "type": "n8n-nodes-base.telegram",
      "position": [
        1020,
        0
      ],
      "webhookId": "97bc8ca7-d40a-41d6-9cc2-4c9943313fb4",
      "parameters": {
        "text": "={{ $json.output }}",
        "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "additionalFields": {
          "appendAttribution": false
        }
      },
      "credentials": {
        "telegramApi": {
          "id": "3paV9xW2WWlusvsq",
          "name": "octionictest_bot"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "623328d8-e9ad-431e-b3ca-df0cdbcb7430",
      "name": "Agent principal",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        640,
        0
      ],
      "parameters": {
        "text": "={{ $('Telegram Trigger').item.json.message.text }}",
        "options": {
          "systemMessage": "=You are a personal assistant. The name of the current user is \"{{ $json.name }}\"\nYou MUST only use the provided tools to process any user input. Never use general knowledge to answer questions. If you can't use a tool, tell the user why.",
          "returnIntermediateSteps": true
        },
        "promptType": "define"
      },
      "typeVersion": 1.8
    },
    {
      "id": "cacefd8b-082c-43a4-9e25-fb497d0d8dd9",
      "name": "Note adhésive6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        500,
        160
      ],
      "parameters": {
        "color": 6,
        "width": 200,
        "height": 220,
        "content": "Be aware, that previous responses may still exist after permission changes"
      },
      "typeVersion": 1
    },
    {
      "id": "802ba649-b56e-4e90-a780-a3a1935a7907",
      "name": "Note adhésive10",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        480,
        960
      ],
      "parameters": {
        "color": 7,
        "width": 200,
        "height": 220,
        "content": "Uses different session ID (suffix), since every agent needs its own memory"
      },
      "typeVersion": 1
    },
    {
      "id": "b82c9149-e583-4c98-a6d8-c92080fd44ba",
      "name": "Note adhésive11",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -300,
        -200
      ],
      "parameters": {
        "color": 7,
        "width": 220,
        "height": 240,
        "content": "Listens to messages directly sent to the bot"
      },
      "typeVersion": 1
    },
    {
      "id": "b74fcbc1-aa66-440a-9a75-340858bba6c5",
      "name": "Note adhésive12",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        140,
        -200
      ],
      "parameters": {
        "color": 7,
        "width": 220,
        "height": 240,
        "content": "Checks if the user was found in Airtable"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "errorWorkflow": "gGHnVxFBZDQlm6QE",
    "executionOrder": "v1"
  },
  "versionId": "08372ec4-0f43-411a-b600-61e8d80da545",
  "connections": {
    "10129d31-3446-47a0-aacd-3bd584b0bd79": {
      "main": [
        [
          {
            "node": "ffcf4df4-f969-4bc1-9393-0e7a4317626a",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "3df9b9f5-c0a2-4905-95aa-285b492f2ec0": {
      "main": [
        [
          {
            "node": "623328d8-e9ad-431e-b3ca-df0cdbcb7430",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "fd7f4875-6838-4b53-9167-4a22d4f5f27f": {
      "ai_tool": [
        [
          {
            "node": "623328d8-e9ad-431e-b3ca-df0cdbcb7430",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "623328d8-e9ad-431e-b3ca-df0cdbcb7430": {
      "main": [
        [
          {
            "node": "aa5937b9-22d2-4719-9d51-00f7d28beb43",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "76529936-80ea-4f94-9a06-bae3b6ea0ce3": {
      "ai_tool": [
        [
          {
            "node": "c6ba00c9-8ca2-4cf0-9e2c-24ead9eb7c1b",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "e70a2cb2-832b-4741-85d2-c446be168ad4": {
      "ai_tool": [
        [
          {
            "node": "e9fd93c9-c008-470b-885a-4287950b9c3d",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "eae759d7-fa4a-4993-bbcf-cc430f2dfa60": {
      "main": [
        [
          {
            "node": "e65e1ea3-c773-4e65-8c49-b9f7fe75df28",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "3df9b9f5-c0a2-4905-95aa-285b492f2ec0",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "77771654-bfb9-4c34-b644-d4d6eeb15d37": {
      "ai_memory": [
        [
          {
            "node": "623328d8-e9ad-431e-b3ca-df0cdbcb7430",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "66c5568d-d2fe-4938-b577-b005a5c32e37": {
      "ai_tool": [
        [
          {
            "node": "c6ba00c9-8ca2-4cf0-9e2c-24ead9eb7c1b",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "e5cf82bc-c9a8-474e-bbeb-201e3431fa36": {
      "ai_memory": [
        [
          {
            "node": "ffcf4df4-f969-4bc1-9393-0e7a4317626a",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "0dc5c3e6-b9d2-4a96-9539-dae86dc171a6": {
      "ai_tool": [
        [
          {
            "node": "e9fd93c9-c008-470b-885a-4287950b9c3d",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "db15e298-b8d0-4096-b606-18bc8d43bb39": {
      "main": [
        [
          {
            "node": "a5af8184-4a17-447e-96d3-809c6bd131f3",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "c6ba00c9-8ca2-4cf0-9e2c-24ead9eb7c1b": {
      "ai_tool": [
        [
          {
            "node": "623328d8-e9ad-431e-b3ca-df0cdbcb7430",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "f1ef483e-4f84-40c7-957d-191a54ffb80e": {
      "ai_languageModel": [
        [
          {
            "node": "623328d8-e9ad-431e-b3ca-df0cdbcb7430",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "e9fd93c9-c008-470b-885a-4287950b9c3d": {
      "ai_tool": [
        [
          {
            "node": "ffcf4df4-f969-4bc1-9393-0e7a4317626a",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "c45f4258-8ef6-4bf6-878f-5e86ac577712": {
      "ai_languageModel": [
        [
          {
            "node": "ffcf4df4-f969-4bc1-9393-0e7a4317626a",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "ab0c6dae-6259-4be1-b0df-e3276cafb938": {
      "ai_tool": [
        [
          {
            "node": "c6ba00c9-8ca2-4cf0-9e2c-24ead9eb7c1b",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "f791deb0-9ebe-4451-8a1f-3119547dd576": {
      "ai_tool": [
        [
          {
            "node": "c6ba00c9-8ca2-4cf0-9e2c-24ead9eb7c1b",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "a5af8184-4a17-447e-96d3-809c6bd131f3": {
      "main": [
        [
          {
            "node": "eae759d7-fa4a-4993-bbcf-cc430f2dfa60",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "4abf80e7-9b1f-4ef0-b742-da29e1208b78": {
      "main": [
        [
          {
            "node": "10129d31-3446-47a0-aacd-3bd584b0bd79",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}