AutomationFlowsAI & RAG › Save Telegram Text, Voice & Audio to Notion with Deepseek & Openai Summaries

Save Telegram Text, Voice & Audio to Notion with Deepseek & Openai Summaries

ByWild Nomad @rahimin3d on n8n.io

Tired of manually copying and pasting Telegram messages into Notion? This n8n workflow solves that!

Event trigger★★★★☆ complexityAI-powered22 nodesTelegram TriggerLm Chat Deep SeekAgentNotionTelegramOpenAI
AI & RAG Trigger: Event Nodes: 22 Complexity: ★★★★☆ AI nodes: yes Added:

This workflow corresponds to n8n.io template #4188 — we link there as the canonical source.

This workflow follows the Agent → Lmchatdeepseek recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

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{
  "id": "oVQDr4cJCU6nr1eT",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "name": "Telegram Text, Voice Note or Audio file to Notion Database",
  "tags": [
    {
      "id": "ChgTR7xXi6hcZ60s",
      "name": "Personal Data reports",
      "createdAt": "2025-05-09T21:28:35.188Z",
      "updatedAt": "2025-05-09T21:28:35.188Z"
    }
  ],
  "nodes": [
    {
      "id": "a458081b-f59a-4057-8f44-ee612b08f5ac",
      "name": "Telegram Trigger",
      "type": "n8n-nodes-base.telegramTrigger",
      "position": [
        340,
        -60
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "f0bb4213-b9f8-41c4-8721-cbe989bc3b1e",
      "name": "DeepSeek Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatDeepSeek",
      "position": [
        1740,
        200
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "6ef1f67f-61fb-47f3-a162-2e238303b223",
      "name": "AI Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        1740,
        -60
      ],
      "parameters": {},
      "typeVersion": 1.9
    },
    {
      "id": "7988df72-87e7-4d47-acdd-2fdfa4babfe1",
      "name": "Notion1",
      "type": "n8n-nodes-base.notion",
      "position": [
        2760,
        -60
      ],
      "parameters": {},
      "typeVersion": 2.2
    },
    {
      "id": "fd313d6a-ad7f-4eaa-a59a-f356f66daf10",
      "name": "Switch1",
      "type": "n8n-nodes-base.switch",
      "position": [
        600,
        -60
      ],
      "parameters": {},
      "typeVersion": 3.2
    },
    {
      "id": "2f1805c1-c1c2-44d2-b0d6-0e0d8d444592",
      "name": "Telegram",
      "type": "n8n-nodes-base.telegram",
      "position": [
        1040,
        -540
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "e2257f97-50c7-405e-bea3-09487759714b",
      "name": "Notion",
      "type": "n8n-nodes-base.notion",
      "position": [
        2140,
        -480
      ],
      "parameters": {},
      "typeVersion": 2.1
    },
    {
      "id": "e56bf5c2-b67d-44b6-be17-d6c744df71cb",
      "name": "OpenAI",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        1540,
        -540
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "f31a74b9-391d-4561-a4b6-f347e5c5807b",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1480,
        -740
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "95f46b20-0ca3-4a9c-81c5-e3ba9dbbe65c",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2060,
        -740
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "c8d74edc-0feb-4e14-b221-e8d0febbafac",
      "name": "Telegram1",
      "type": "n8n-nodes-base.telegram",
      "position": [
        1040,
        540
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "2e79f02b-e943-4a53-a3e4-282b73b31767",
      "name": "Notion2",
      "type": "n8n-nodes-base.notion",
      "position": [
        2140,
        540
      ],
      "parameters": {},
      "typeVersion": 2.1
    },
    {
      "id": "84fe9e34-ffd2-41a4-af52-a81b9fa085d5",
      "name": "OpenAI2",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        1720,
        540
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "d0623b5e-122a-431c-95dd-a099c961884c",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1520,
        360
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "b67e5a51-b70c-46f7-850e-d74a8658ef17",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2100,
        360
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "0709d849-ed40-4df1-a0da-5bca4a537753",
      "name": "Sticky Note4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        760,
        -360
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "24478212-2fbe-48bb-9821-969be1dee00a",
      "name": "DeepSeek Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatDeepSeek",
      "position": [
        2060,
        1060
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "a55600d0-6670-49f5-b357-d2130d721d9e",
      "name": "AI Agent1",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2060,
        800
      ],
      "parameters": {},
      "typeVersion": 1.9
    },
    {
      "id": "4dffe1f9-be06-4c42-9dcb-9f597c17e1a4",
      "name": "Notion3",
      "type": "n8n-nodes-base.notion",
      "position": [
        3080,
        800
      ],
      "parameters": {},
      "typeVersion": 2.2
    },
    {
      "id": "8a053edb-6c61-4045-b2f9-fd488750bee7",
      "name": "DeepSeek Chat Model2",
      "type": "@n8n/n8n-nodes-langchain.lmChatDeepSeek",
      "position": [
        2420,
        -320
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "b6b82b2c-4c43-4528-b63c-445865d51b51",
      "name": "AI Agent2",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2380,
        -620
      ],
      "parameters": {},
      "typeVersion": 1.9
    },
    {
      "id": "f09f51f4-3e8c-4dce-8a5a-3fad99e18b62",
      "name": "Notion4",
      "type": "n8n-nodes-base.notion",
      "position": [
        3620,
        -680
      ],
      "parameters": {},
      "typeVersion": 2.2
    }
  ],
  "active": true,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "70e36be3-5e7a-44d3-97ad-71cdd8d6c241",
  "connections": {
    "Notion": {
      "main": [
        []
      ]
    },
    "OpenAI": {
      "main": [
        [
          {
            "node": "Notion",
            "type": "main",
            "index": 0
          },
          {
            "node": "AI Agent2",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI2": {
      "main": [
        [
          {
            "node": "Notion2",
            "type": "main",
            "index": 0
          },
          {
            "node": "AI Agent1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Switch1": {
      "main": [
        [
          {
            "node": "Telegram",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "AI Agent",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Telegram1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "AI Agent": {
      "main": [
        [
          {
            "node": "Notion1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Telegram": {
      "main": [
        [
          {
            "node": "OpenAI",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "AI Agent1": {
      "main": [
        [
          {
            "node": "Notion3",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "AI Agent2": {
      "main": [
        [
          {
            "node": "Notion4",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Telegram1": {
      "main": [
        [
          {
            "node": "OpenAI2",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Telegram Trigger": {
      "main": [
        [
          {
            "node": "Switch1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "DeepSeek Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "DeepSeek Chat Model1": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent1",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "DeepSeek Chat Model2": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent2",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    }
  }
}
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About this workflow

Tired of manually copying and pasting Telegram messages into Notion? This n8n workflow solves that!

Source: https://n8n.io/workflows/4188/ — original creator credit. Request a take-down →

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