Erstellung eines Sprach- und Telegram-Assistenten (Lookio RAG und GPT-4.1)

• •Telegram Bot Token
• •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
• •OpenAI API Key

{
  "nodes": [
    {
      "id": "cad8de80-6b0b-430c-a3c0-8e6a6a25c393",
      "name": "Telegram-Trigger",
      "type": "n8n-nodes-base.telegramTrigger",
      "position": [
        240,
        544
      ],
      "webhookId": "c2c0c3f3-a4d1-4ccb-af97-7269b0debcc2",
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {}
      },
      "credentials": {
        "telegramApi": {
          "id": "GQHcQvX9GizW5ai3",
          "name": "Duv Brain Telegram"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "3ccede32-2481-454e-9ccb-9e206b32d67f",
      "name": "Ich selbst?",
      "type": "n8n-nodes-base.if",
      "position": [
        464,
        544
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "fae16f10-e497-47ea-92ec-741f54cedd62",
              "operator": {
                "name": "filter.operator.equals",
                "type": "string",
                "operation": "equals"
              },
              "leftValue": "={{ $json.message.from.username }}",
              "rightValue": "<Replace with your Telegram username>"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "87342e86-4f25-43ed-ae19-8a495b0888c3",
      "name": "KI-Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2256,
        560
      ],
      "parameters": {
        "text": "={{ $json.final_user_message }}",
        "options": {
          "systemMessage": "=You are a helpful assistant that answers the user based on a knowledge base.\n\nWhenever the user query requires specific knowledge (most queries except empty queries like \"hi\"), call the tool \"Query knowledge base\" with a question to have it output an answer based on the knowledge base.\n\nIf the output from the knowledge base tool indicates that the knowledge base doesn't contain enough insights to answer, communicate this to the user transparently.\n\nAnswer considring that this conversation happens on Telegram - adapt your style/format to that platform."
        },
        "promptType": "define"
      },
      "typeVersion": 1.8
    },
    {
      "id": "e17cfbab-3149-45b3-9903-6b5b8b264b8f",
      "name": "Einfacher Speicher",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        2272,
        816
      ],
      "parameters": {
        "sessionKey": "={{ $('Telegram Trigger').item.json.message.from.username }}",
        "sessionIdType": "customKey",
        "contextWindowLength": 7
      },
      "typeVersion": 1.3
    },
    {
      "id": "182a9d2e-8747-48bf-9c8b-ca606915ce7b",
      "name": "Notizzettel5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        880,
        240
      ],
      "parameters": {
        "color": 2,
        "width": 873,
        "height": 325,
        "content": "# Process Audio"
      },
      "typeVersion": 1
    },
    {
      "id": "5ad3276d-f713-401f-8ee2-de72243eb426",
      "name": "Audio-Datei abrufen",
      "type": "n8n-nodes-base.telegram",
      "position": [
        912,
        400
      ],
      "webhookId": "8f4d5e8a-20ed-41d9-980d-b246f016fb67",
      "parameters": {
        "fileId": "={{ $('Telegram Trigger').item.json.message.voice.file_id }}",
        "resource": "file",
        "additionalFields": {}
      },
      "credentials": {
        "telegramApi": {
          "id": "GQHcQvX9GizW5ai3",
          "name": "Duv Brain Telegram"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "4ac926fe-165b-4b11-ad8d-a5ebc040c4fc",
      "name": "Nachrichten-Router",
      "type": "n8n-nodes-base.switch",
      "position": [
        688,
        512
      ],
      "parameters": {
        "rules": {
          "values": [
            {
              "outputKey": "audio",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "b5d9f703-2a1b-4942-906c-7a7d1404a4d7",
                    "operator": {
                      "type": "object",
                      "operation": "exists",
                      "singleValue": true
                    },
                    "leftValue": "={{ $('Telegram Trigger').item.json.message.voice }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "text",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "342f0883-d959-44a2-b80d-379e39c76218",
                    "operator": {
                      "type": "string",
                      "operation": "exists",
                      "singleValue": true
                    },
                    "leftValue": "={{ $('Telegram Trigger').item.json.message.text }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            }
          ]
        },
        "options": {
          "fallbackOutput": "extra"
        }
      },
      "typeVersion": 3.2
    },
    {
      "id": "49027af2-e53b-4dfc-ac8e-b849cb6c9db6",
      "name": "Notizzettel",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2400,
        768
      ],
      "parameters": {
        "color": 6,
        "width": 336,
        "height": 400,
        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Lookio tool\n\nThe agent calls this tool to get answers based on the knowledge base you've built in Lookio.\n- Add your [Lookio](https://www.lookio.app/) API key\n- Specify the ID of the Lookio assistant to query"
      },
      "typeVersion": 1
    },
    {
      "id": "ce0b2d93-2276-47ca-857a-c83a72f0c3e1",
      "name": "Notizzettel1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1904,
        768
      ],
      "parameters": {
        "color": 5,
        "width": 336,
        "height": 400,
        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## AI model\n\nThe core AI model of your agent. Connect your OpenAI API key or switch to your favorite LLM provider."
      },
      "typeVersion": 1
    },
    {
      "id": "f667095e-cf14-4784-9a55-a4261ae00f1a",
      "name": "Notizzettel2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2192,
        320
      ],
      "parameters": {
        "color": 4,
        "width": 352,
        "height": 400,
        "content": "## The agent\n\nThis agent will distribute the relevant questions to Lookio via the \"Query knowledge base\" tool. Feel free to provide more context in its system message and add instructions when it comes to the format or style of responses?"
      },
      "typeVersion": 1
    },
    {
      "id": "615e79ce-d872-4b99-96a2-02c9436b63c2",
      "name": "OpenAI Chat-Modell",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        2032,
        832
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "dMiSy27YCK6c6rra",
          "name": "Duv's OpenAI"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "a8da1688-7bfd-4c68-a1da-45523c8628a2",
      "name": "Telegram Antwort",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2832,
        560
      ],
      "webhookId": "091fa9ae-790a-4f7e-86c2-b13c184951bc",
      "parameters": {
        "text": "={{ $json.output }}",
        "chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
        "additionalFields": {
          "appendAttribution": false
        }
      },
      "credentials": {
        "telegramApi": {
          "id": "GQHcQvX9GizW5ai3",
          "name": "Duv Brain Telegram"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "1dbd7647-e5ac-449a-8e45-34126b4af8bf",
      "name": "Notizzettel6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1216,
        272
      ],
      "parameters": {
        "color": 7,
        "width": 265,
        "height": 277,
        "content": "### AI transcription\n\nYou can replace with another model like OpenAI's."
      },
      "typeVersion": 1
    },
    {
      "id": "73f644d2-97f9-4718-b0e6-982a44129470",
      "name": "Wissensdatenbank abfragen",
      "type": "n8n-nodes-base.httpRequestTool",
      "position": [
        2544,
        832
      ],
      "parameters": {
        "url": "https://api.lookio.app/webhook/query",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "sendHeaders": true,
        "bodyParameters": {
          "parameters": [
            {
              "name": "query",
              "value": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('parameters0_Value', `The query to the knowledge base, in the form of a question`, 'string') }}"
            },
            {
              "name": "assistant_id",
              "value": "<your-assistant-id>"
            },
            {
              "name": "query_mode",
              "value": "flash"
            }
          ]
        },
        "toolDescription": "Call this tool when the knowledge base is required to answer the user query.",
        "headerParameters": {
          "parameters": [
            {
              "name": "api_key",
              "value": "<your-lookio-api-key>"
            }
          ]
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "6d132f95-391c-4a97-a8fa-92663fa608f0",
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      "type": "n8n-nodes-base.stickyNote",
      "position": [
        384,
        304
      ],
      "parameters": {
        "color": 3,
        "width": 265,
        "height": 405,
        "content": "### Make this bot private\n\nTelegram bots are public by default, so we're adding a filter here based on your unique Telegram username. Change the value to ensure only your messages can go through, or delete this step to make it 100% public"
      },
      "typeVersion": 1
    },
    {
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      "name": "Notizzettel8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        896,
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      ],
      "parameters": {
        "color": 2,
        "width": 873,
        "height": 293,
        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n# Process text"
      },
      "typeVersion": 1
    },
    {
      "id": "dd9663af-3587-42c9-bdf0-a6c3cc2ba6d1",
      "name": "Nachricht aus Audio vorbereiten",
      "type": "n8n-nodes-base.set",
      "position": [
        1584,
        400
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "bffc2c1f-990e-4396-b59a-ab82b843e061",
              "name": "preset_user_message",
              "type": "string",
              "value": "={{ $json.choices[0].message.content }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "c18dfaf8-6189-4d78-b0d1-47af2a6e17be",
      "name": "Nachricht aus Text vorbereiten",
      "type": "n8n-nodes-base.set",
      "position": [
        1168,
        672
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "b37b48ba-8fef-4e6c-bbca-73e6c2e1e0a8",
              "name": "preset_user_message",
              "type": "string",
              "value": "={{ $('Telegram Trigger').item.json.message.text }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "c348dadb-0377-4a6e-9e5e-2f8ec77bd411",
      "name": "Nutzer-Nachricht konsolidieren",
      "type": "n8n-nodes-base.set",
      "position": [
        1872,
        560
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "7db97ffc-b1eb-422e-8bb1-90eea55c7aa2",
              "name": "final_user_message",
              "type": "string",
              "value": "={{ $json.preset_user_message }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "a881e44a-f8f4-456e-98e5-51850791967d",
      "name": "Notizzettel3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        208,
        -400
      ],
      "parameters": {
        "width": 880,
        "height": 544,
        "content": "# **RAG Telegram bot with Lookio & GPT-4.1 (text + voice)**\n\n**Summary**: A Telegram bot that answers questions using your Lookio assistant. Accepts text and voice (transcribed via **Mistral** by default) and uses an LLM agent that calls the **Query knowledge base** tool.\n\n**How it works (short)**:\n1.  **Telegram Trigger** → Detects text or voice via **Message Router**.\n2.  Voice: **Get Audio File** → **Mistral transcribe** → prepare text.\n3.  **AI Agent** calls **Query knowledge base** (Lookio) when domain knowledge is needed and sends answers via **Telegram answer**.\n\n**How to use / Setup**:\n1.  Create a Lookio assistant; get **API Key** and **Assistant ID**.\n2.  In **Query knowledge base**, replace `<your-lookio-api-key>` and `<your-assistant-id>`.\n3.  Add credentials: **Telegram API**, **OpenAI (or LLM)**, **Mistral Cloud**.\n4.  (Optional) Edit **Myself?** to set your Telegram username for private testing or delete it to make the bot public.\n5.  Activate the workflow and message your bot in Telegram.\n\n\n**Bold nodes to configure:** **Telegram Trigger**, **Query knowledge base**, **OpenAI Chat Model**, **Mistral transcribe**, **Myself?**\n\n*A template created by Guillaume Duvernay*\n"
      },
      "typeVersion": 1
    },
    {
      "id": "eda43537-92a0-47f0-ba3f-377b3ba9f5a3",
      "name": "Mistral Transkribieren",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1296,
        400
      ],
      "parameters": {
        "url": "https://api.mistral.ai/v1/audio/transcriptions",
        "method": "POST",
        "options": {
          "redirect": {
            "redirect": {}
          }
        },
        "sendBody": true,
        "contentType": "multipart-form-data",
        "authentication": "predefinedCredentialType",
        "bodyParameters": {
          "parameters": [
            {
              "name": "model",
              "value": "voxtral-mini-2507"
            },
            {
              "name": "file",
              "parameterType": "formBinaryData",
              "inputDataFieldName": "data"
            }
          ]
        },
        "nodeCredentialType": "mistralCloudApi"
      },
      "credentials": {
        "mistralCloudApi": {
          "id": "vakRnCmKyOQFpdEk",
          "name": "Mistral Cloud account"
        }
      },
      "typeVersion": 4.2
    }
  ],
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    "Telegram Trigger": {
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