{
  "name": "Memory sessions with FlowiseAI and Zep",
  "nodes": [
    {
      "parameters": {
        "conditions": {
          "string": [
            {
              "value1": "={{ $json.message.text }}",
              "value2": "/start"
            }
          ]
        }
      },
      "id": "7e8b9a29-26f5-4d71-bc06-fe0c5039f297",
      "name": "Check if start",
      "type": "n8n-nodes-base.if",
      "typeVersion": 1,
      "position": [
        -480,
        1410
      ]
    },
    {
      "parameters": {
        "chatId": "={{ $json.message.chat.id }}",
        "text": "Choose memory:\n\n/m1 - memory 1\n/m2 - memory 2\n/m3 - memory 3",
        "additionalFields": {}
      },
      "id": "7b5f16b6-2a2a-4ecb-91d0-a4056b1beae1",
      "name": "Choose memory [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        -240,
        1270
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "conditions": {
          "string": [
            {
              "value1": "={{ $json.message.entities[0].type }}",
              "value2": "bot_command"
            }
          ]
        }
      },
      "id": "87021758-37bd-4a00-87c9-02df118ed6bc",
      "name": "Check if command",
      "type": "n8n-nodes-base.if",
      "typeVersion": 1,
      "position": [
        -240,
        1530
      ]
    },
    {
      "parameters": {
        "operation": "get",
        "propertyName": "currentMemory",
        "key": "={{ $json.message.chat.id }}",
        "options": {}
      },
      "id": "bf5eb645-482c-4f8b-845a-636e507aa749",
      "name": "Get current memory [REDIS]",
      "type": "n8n-nodes-base.redis",
      "typeVersion": 1,
      "position": [
        -20,
        1990
      ],
      "alwaysOutputData": false,
      "credentials": {
        "redis": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {}
      },
      "id": "8c9bd217-2279-4ed9-a996-629e4d2bcb65",
      "name": "Telegram trigger",
      "type": "n8n-nodes-base.telegramTrigger",
      "typeVersion": 1,
      "position": [
        -680,
        1410
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "operation": "get",
        "propertyName": "currentMemory",
        "key": "={{ $('Telegram trigger').item.json.message.chat.id }}",
        "options": {}
      },
      "id": "3237b33b-0ba7-400a-b92c-b62d550a5f9d",
      "name": "Check current memory [REDIS]",
      "type": "n8n-nodes-base.redis",
      "typeVersion": 1,
      "position": [
        520,
        580
      ],
      "credentials": {
        "redis": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "=Current memory is {{ $json.currentMemory }}.",
        "additionalFields": {}
      },
      "id": "b7f85152-2aeb-4efb-8f5f-cf7b96e27228",
      "name": "Send memory info [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        720,
        580
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "Command not recognized.",
        "additionalFields": {}
      },
      "id": "ec5d8960-1362-48fb-9c79-af9ce3d5d41a",
      "name": "Command not recognized [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        520,
        1470
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "conditions": {
          "string": [
            {
              "value1": "={{ $('Telegram trigger').item.json.message.text }}",
              "value2": "/currentmemory"
            }
          ]
        }
      },
      "id": "302b36be-16a6-434e-a237-b57185955726",
      "name": "Check if current memory [TELEGRAM]",
      "type": "n8n-nodes-base.if",
      "typeVersion": 1,
      "position": [
        0,
        1390
      ]
    },
    {
      "parameters": {
        "conditions": {
          "string": [
            {
              "value1": "={{ $json.currentMemory }}",
              "operation": "isEmpty"
            }
          ]
        }
      },
      "id": "9a10a49f-78f5-410a-a6fe-f3809cd94303",
      "name": "Check if record [REDIS]",
      "type": "n8n-nodes-base.if",
      "typeVersion": 1,
      "position": [
        180,
        1990
      ]
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "The memory not set. Enter command /start to choose memory.",
        "additionalFields": {}
      },
      "id": "c029102d-b5c0-482c-9943-ed43086cfa2f",
      "name": "Inform about empty record [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        440,
        1840
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "method": "POST",
        "url": "[URL_TO_YOUR_FLOWISE_CHATFLOW]",
        "sendBody": true,
        "specifyBody": "json",
        "jsonBody": "={\"question\": \"{{ $('Telegram trigger').item.json[\"message\"][\"text\"] }}\", \"overrideConfig\": {\"sessionId\": \"{{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}mslot1\" }}",
        "options": {
          "response": {
            "response": {
              "responseFormat": "text"
            }
          }
        }
      },
      "id": "0f04a0f5-b2ad-47a5-a65d-a678a33f7878",
      "name": "Use M1 [FLOWISE/ZEP]",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.1,
      "position": [
        720,
        2210
      ]
    },
    {
      "parameters": {
        "method": "POST",
        "url": "[URL_TO_YOUR_FLOWISE_CHATFLOW]",
        "sendBody": true,
        "specifyBody": "json",
        "jsonBody": "={\"question\": \"{{ $('Telegram trigger').item.json[\"message\"][\"text\"] }}\", \"overrideConfig\": {\"sessionId\": \"{{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}mslot2\" }}",
        "options": {
          "response": {
            "response": {
              "responseFormat": "text"
            }
          }
        }
      },
      "id": "f61058d1-414c-40cc-94d9-d75b5783f5c1",
      "name": "Use M2 [FLOWISE/ZEP]",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.1,
      "position": [
        720,
        2390
      ]
    },
    {
      "parameters": {
        "method": "POST",
        "url": "[URL_TO_YOUR_FLOWISE_CHATFLOW]",
        "sendBody": true,
        "specifyBody": "json",
        "jsonBody": "={\"question\": \"{{ $('Telegram trigger').item.json[\"message\"][\"text\"] }}\", \"overrideConfig\": {\"sessionId\": \"{{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}mslot3\" }}",
        "options": {
          "response": {
            "response": {
              "responseFormat": "text"
            }
          }
        }
      },
      "id": "f07368c7-0955-4649-b03b-a696beb99bcc",
      "name": "Use M3 [FLOWISE/ZEP]",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.1,
      "position": [
        720,
        2570
      ]
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "={{ $json.data }}",
        "additionalFields": {}
      },
      "id": "b59fc99e-faaf-44f1-bab1-452eada7a4f9",
      "name": "Respond M1 [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        900,
        2210
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "={{ $json.data }}",
        "additionalFields": {}
      },
      "id": "4a3d2425-6136-4174-9184-860573dc4c6d",
      "name": "Respond M2 [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        900,
        2390
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "={{ $json.data }}",
        "additionalFields": {}
      },
      "id": "16a70a19-66c1-4fe0-a153-4ec6c322ab58",
      "name": "Respond M3 [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        900,
        2570
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "An error occured. Please contact bot admin.",
        "additionalFields": {}
      },
      "id": "ce10e084-3155-43a8-9304-a212dade6f3d",
      "name": "Send error [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        720,
        2790
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "operation": "sendChatAction",
        "chatId": "={{ $json.message.chat.id }}"
      },
      "id": "e60167e5-b655-4406-ab53-6535efec1f2b",
      "name": "Send typing action [TELEGRAM]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        -480,
        1610
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "content": "## \u26a0\ufe0f Note\n\n1. Complete video guide for this workflow is available [on my YouTube](https://www.youtube.com/watch?v=Dfbpt_i4-68). \n2. Remember to add your credentials and configure nodes (covered in the video guide).\n3. If you like this workflow, please subscribe to [my YouTube channel](https://www.youtube.com/@workfloows) and/or [my newsletter](https://workfloows.com/). I invite you also to buy my product [on Gumroad](https://workfloows.gumroad.com/).\n\n**Thank you for your support!**",
        "height": 267.3518783538228,
        "width": 382.8182353336517
      },
      "id": "f27fd7de-8e09-4daf-94ac-7096916e2fc8",
      "name": "Sticky Note5",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -720,
        990
      ]
    },
    {
      "parameters": {
        "content": "## \ud83e\udd9c\ud83d\udd17 Flowise (LangChain)\n\n**This workflow requires installing [FlowiseAI](https://flowiseai.com/) and [Zep](https://www.getzep.com/) on your server.** \n\nInstallation guides and other data about FlowiseAI can be found [here](https://github.com/FlowiseAI/Flowise). Guides for installation of Zep are available in [official documentation](https://docs.getzep.com/deployment/).",
        "height": 266.6075757063218,
        "width": 345.7880926620822
      },
      "id": "de92ea67-ddcc-44dd-9523-e494ef0505f6",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -1080,
        990
      ]
    },
    {
      "parameters": {
        "content": "## Trigger\nRemember to add credentials of your Telegram bot.",
        "height": 297.78936091241343,
        "width": 182.4715262478496
      },
      "id": "36728ff0-9c7d-42ae-be6f-60bdc976f0dc",
      "name": "Sticky Note6",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -720,
        1271.7283118148598
      ]
    },
    {
      "parameters": {
        "content": "## Check if start\nThis node will check if user sends an initial ```/start``` message.",
        "height": 299.0166642010856,
        "width": 182.4715262478496
      },
      "id": "85e81263-3408-4c66-bf54-216c67387fe4",
      "name": "Sticky Note7",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -520,
        1270.501008526188
      ]
    },
    {
      "parameters": {
        "content": "## Initial response\nIn response to ```/start``` message, this node sends list of available memory sessions (M1, M2, M3 etc.).",
        "height": 400.882837160891,
        "width": 182.4715262478496
      },
      "id": "cdfdf99e-1d0b-4074-afa9-35528f1d66a0",
      "name": "Sticky Note9",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -280,
        1068.1338270401945
      ]
    },
    {
      "parameters": {
        "content": "## Check command\nNode checks if user sends command ```/currentmemory```.",
        "height": 345.2706568929251,
        "width": 182.4715262478496
      },
      "id": "76582f57-e4ef-4a85-92f5-c007834c4deb",
      "name": "Sticky Note10",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -40,
        1225.6121802679659
      ]
    },
    {
      "parameters": {
        "content": "## Memory session info\nSequence gets current session from Redis database (```/m1```, ```/m2``` or ```/m3```) and returns information to the user.",
        "height": 295.4114607906109,
        "width": 445.19113647927463
      },
      "id": "c4016f12-86af-4b99-a4ac-648f3e9a5663",
      "name": "Sticky Note11",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        460,
        460
      ]
    },
    {
      "parameters": {
        "content": "## Set memory session\nSequence sets/updates current session in Redis database according to input of the user (```/m1```, ```/m2``` or ```/m3```).",
        "height": 665.5201087808667,
        "width": 445.19113647927463
      },
      "id": "34ae71dd-0cd7-450f-b289-0c68ff1f1745",
      "name": "Sticky Note12",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        460,
        770
      ]
    },
    {
      "parameters": {
        "operation": "set",
        "key": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "value": "/m1"
      },
      "id": "8555292c-eb7c-4c40-9992-e04297993943",
      "name": "Set memory session [REDIS] [1]",
      "type": "n8n-nodes-base.redis",
      "typeVersion": 1,
      "position": [
        520,
        890
      ],
      "credentials": {
        "redis": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "operation": "set",
        "key": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "value": "/m2"
      },
      "id": "70a2042a-5a1d-4b99-ae46-efa93d9698ec",
      "name": "Set memory session [REDIS] [2]",
      "type": "n8n-nodes-base.redis",
      "typeVersion": 1,
      "position": [
        520,
        1070
      ],
      "credentials": {
        "redis": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "operation": "set",
        "key": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "value": "/m3"
      },
      "id": "f1f66620-2ab0-4100-9abc-c773be169489",
      "name": "Set memory session [REDIS] [3]",
      "type": "n8n-nodes-base.redis",
      "typeVersion": 1,
      "position": [
        520,
        1250
      ],
      "credentials": {
        "redis": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "dataType": "string",
        "value1": "={{ $json.message.text }}",
        "rules": {
          "rules": [
            {
              "value2": "/m1"
            },
            {
              "value2": "/m2",
              "output": 1
            },
            {
              "value2": "/m3",
              "output": 2
            }
          ]
        },
        "fallbackOutput": 3
      },
      "id": "908c0220-0ea6-44c3-a72d-c59d346deb47",
      "name": "Switch memory sessions [TELEGRAM] [1]",
      "type": "n8n-nodes-base.switch",
      "typeVersion": 1,
      "position": [
        240,
        1530
      ]
    },
    {
      "parameters": {
        "dataType": "string",
        "value1": "={{ $json.currentMemory }}",
        "rules": {
          "rules": [
            {
              "value2": "/m1"
            },
            {
              "value2": "/m2",
              "output": 1
            },
            {
              "value2": "/m3",
              "output": 2
            }
          ]
        },
        "fallbackOutput": 3
      },
      "id": "33cdb2aa-092d-4b0e-bf90-fe0220246b63",
      "name": "Switch memory sessions [TELEGRAM] [2]",
      "type": "n8n-nodes-base.switch",
      "typeVersion": 1,
      "position": [
        440,
        2150
      ]
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "The memory has been changed to M1.",
        "additionalFields": {}
      },
      "id": "3028983e-f065-4394-b86a-22df14ed9239",
      "name": "Session confirmation [TELEGRAM] [1]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        720,
        890
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "The memory has been changed to M2.",
        "additionalFields": {}
      },
      "id": "204b8b3c-112a-46db-a451-dd96d3674d94",
      "name": "Session confirmation [TELEGRAM] [2]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        720,
        1070
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}",
        "text": "The memory has been changed to M3.",
        "additionalFields": {}
      },
      "id": "dd9c8690-f9ab-4663-b6a4-9c20be61a491",
      "name": "Session confirmation [TELEGRAM] [3]",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1,
      "position": [
        720,
        1250
      ],
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "content": "## Get memory session\nThe sequence gets memory session connected with chat ID from Redis database and checks if it is empty.",
        "height": 301.7070028125353,
        "width": 405.1821718020519
      },
      "id": "6c959979-1ffe-4d06-8599-10b94830316a",
      "name": "Sticky Note13",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -60,
        1869.1758343483557
      ]
    },
    {
      "parameters": {
        "content": "## Conversation\nAccording to current memory session (```/m1```, ```/m2``` or ```/m3```) the specific call to FlowiseAI is triggered. **Remember to replace placeholder ```[URL_TO_YOUR_FLOWISE_CHATFLOW]``` with your actual Flowise chatflow URL.** Feel free to modify format of ```sessionId``` parameter (I used combination of Telegram chat ID and suffix ```mslot1```, ```mslot2```, ```mslot3``` - your ID can look totally different depending on the use case).",
        "height": 756.3636654191122,
        "width": 445.19113647927463
      },
      "id": "28bdfe03-c7b3-46ac-9cf8-5192b4db907e",
      "name": "Sticky Note14",
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        660,
        2001.7620462850182
      ]
    }
  ],
  "connections": {
    "Check if start": {
      "main": [
        [
          {
            "node": "Choose memory [TELEGRAM]",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Check if command",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Check if command": {
      "main": [
        [
          {
            "node": "Check if current memory [TELEGRAM]",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Get current memory [REDIS]",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get current memory [REDIS]": {
      "main": [
        [
          {
            "node": "Check if record [REDIS]",
            "type": "main",
            "index": 0
          }
        ]
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    "Telegram trigger": {
      "main": [
        [
          {
            "node": "Check if start",
            "type": "main",
            "index": 0
          },
          {
            "node": "Send typing action [TELEGRAM]",
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          }
        ]
      ]
    },
    "Check current memory [REDIS]": {
      "main": [
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          {
            "node": "Send memory info [TELEGRAM]",
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          }
        ]
      ]
    },
    "Check if current memory [TELEGRAM]": {
      "main": [
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            "node": "Check current memory [REDIS]",
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        ],
        [
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            "node": "Switch memory sessions [TELEGRAM] [1]",
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          }
        ]
      ]
    },
    "Check if record [REDIS]": {
      "main": [
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          {
            "node": "Inform about empty record [TELEGRAM]",
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          }
        ],
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            "node": "Switch memory sessions [TELEGRAM] [2]",
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        ]
      ]
    },
    "Use M1 [FLOWISE/ZEP]": {
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          }
        ]
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            "node": "Respond M3 [TELEGRAM]",
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          }
        ]
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    },
    "Set memory session [REDIS] [1]": {
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          }
        ],
        [
          {
            "node": "Set memory session [REDIS] [3]",
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          }
        ],
        [
          {
            "node": "Command not recognized [TELEGRAM]",
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          }
        ]
      ]
    },
    "Switch memory sessions [TELEGRAM] [2]": {
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          {
            "node": "Use M1 [FLOWISE/ZEP]",
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          }
        ],
        [
          {
            "node": "Use M2 [FLOWISE/ZEP]",
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          }
        ],
        [
          {
            "node": "Use M3 [FLOWISE/ZEP]",
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            "index": 0
          }
        ],
        [
          {
            "node": "Send error [TELEGRAM]",
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          }
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    }
  },
  "active": false,
  "settings": {},
  "versionId": "f0179d81-5cd9-4e4a-8a2b-2db48763fda8",
  "id": "fL4qcDqyNoNUkmVY",
  "tags": []
}