J.A.R.V.I.S.

• •Telegram Bot Token
• •OpenAI API Key
• •대상 API의 인증 정보가 필요할 수 있음

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    },
    {
      "id": "8220b2ee-2aff-4a0c-bb62-e618a2f644fe",
      "name": "윈도우 버퍼 메모리",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
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      "parameters": {
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        "contextWindowLength": 10
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      "typeVersion": 1.3
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    {
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      "name": "이미지 분석",
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          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "GPT-4O-MINI"
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      ],
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        "width": 780,
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        "content": "## 4. Image Chat\n- Analyze the image using [OpenAI Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-langchain.openai/)"
      },
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    },
    {
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      "type": "n8n-nodes-base.stickyNote",
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      ],
      "parameters": {
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        "width": 432,
        "height": 468,
        "content": "## 8. Handle Responses\nUsing [OpenAI Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-langchain.openai/)\n\nIF Node split messages:\n- Audio\n- Text"
      },
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      "position": [
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      ],
      "parameters": {
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        "content": "## 8. J.A.R.V.I.S.\n### This is the Agent Main Brain\n- Using [AI Agent Node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/)"
      },
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    },
    {
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      "position": [
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      ],
      "parameters": {
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        "width": 420,
        "height": 332,
        "content": "## Search and Research Tools"
      },
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    },
    {
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      "name": "스티커 노트10",
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      "position": [
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      ],
      "parameters": {
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        "width": 904,
        "height": 428,
        "content": "## 7. Documment Chat\n- Download the Doc and store on a Vector Store for reference, using [Simple Vector Store Node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.vectorstoreinmemory/)"
      },
      "typeVersion": 1
    },
    {
      "id": "073bbeff-843d-49b2-9bfb-2b8829270c4e",
      "name": "문서 다운로드",
      "type": "n8n-nodes-base.telegram",
      "position": [
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      ],
      "webhookId": "",
      "parameters": {
        "fileId": "={{ $json.message.document.file_id }}",
        "resource": "file"
      },
      "typeVersion": 1.2
    },
    {
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      "name": "텍스트 출력 형식화",
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              "name": "chat_input",
              "type": "string",
              "value": "={{ $json.message.text }}"
            },
            {
              "id": "def17956-a312-409b-874c-ebf4aea69427",
              "name": "type",
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              "value": "text"
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      "parameters": {
        "mode": "insert",
        "memoryKey": "=vector_store_key",
        "clearStore": true
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      "name": "임베딩 OpenAI1",
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      "name": "기본 데이터 로더",
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      "name": "토큰 분할기",
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      "position": [
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      ],
      "parameters": {
        "color": 7,
        "width": 480,
        "height": 432,
        "content": "## Temporary Memory"
      },
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      "name": "심플 벡터 저장소1",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
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      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "toolName": "temporary_vectorstore",
        "toolDescription": "Use this tool to retrieve information about the documents uploaded in the messages.\nThis vector store is temporary and just keep the last document uploaded.",
        "includeDocumentMetadata": false
      },
      "typeVersion": 1
    },
    {
      "id": "51498ba1-251a-40a3-8df2-924a75d7e612",
      "name": "스티커 노트12",
      "type": "n8n-nodes-base.stickyNote",
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      ],
      "parameters": {
        "width": 684,
        "height": 1588,
        "content": "## J.A.R.V.I.S.\n\n## Multimodal AI assistant on Telegram with OpenAI\n\nThis workflow transforms your Telegram bot into J.A.R.V.I.S., a powerful, multimodal AI assistant. It can understand and process text, voice messages, images, and documents. The assistant can search the web, scrape websites, generate images, perform calculations, and reference uploaded documents to provide comprehensive and context-aware responses in either text or audio format.\n\n### 🧑‍💻 Who’s it for\n\nThis workflow is for developers, AI enthusiasts, and businesses who want to create an advanced, interactive AI assistant on Telegram. It’s perfect for automating customer support, creating a personal AI helper, or exploring the capabilities of multimodal large language models (LLMs) in a practical application.\n\n### ⚙️ How it works\n\nThe workflow begins when a message is received by your Telegram bot. A Switch node then directs the data based on the message type:\n\n*   **Text:** The message is formatted and sent directly to the main AI agent.\n*   **Voice:** The audio file is downloaded from Telegram and transcribed into text using the OpenAI API.\n*   **Image:** The image is downloaded and analyzed by an OpenAI vision model to understand its content.\n*   **Document:** The file is downloaded and its content is stored in a temporary vector store, making it searchable for the AI.\n\nThe processed input is then passed to the core \"J.A.R.V.I.S.\" Agent node. This agent uses an OpenAI model, conversational memory, and a suite of tools (Google Search, Web Scraper, Image Generator, Calculator, and the document vector store) to formulate a response. Finally, the workflow checks if the initial message was a voice note; if so, it generates an audio response. Otherwise, it sends the answer as a text message back to the user.\n\n### 🛠️ How to set up\n\n1.  **Telegram:** \n  - Create a Telegram Bot - Use @BotFather to create a bot and obtain your bot token;\n  - Add Telegram API credentials in n8n with your bot token to the `Receive Message` Trigger node and all other Telegram nodes. In the `Receive Message` node, enter the `chatId` of the user or group authorized to interact with the bot.\n2.  **OpenAI:** Add your OpenAI API credentials to all OpenAI, AI Agent, and AI tool nodes.\n3.  **SerpAPI:** Add your SerpAPI credentials to the `Basic Google Search` node to enable web search functionality.\n4.  **Jina AI:** Add your Jina AI API key to the Setup Node - The API Key is used on the `Webpage Scraper` node.\n\n### ✅ Requirements\n\n*   Telegram Bot API credentials and Bot token.\n*   OpenAI API credentials.\n*   SerpAPI API credentials.\n*   Jina.ai API credentials\n\n### 🎨 How to customize the workflow\n\n*   **Change the AI model:** You can select a different OpenAI model in the `OpenAI Chat Model` node (e.g., switch from `gpt-4.1` to `gpt-4o`) or in the `Analyze Image` and `Transcribe` nodes.\n*   **Modify the AI's personality:** Edit the system prompt in the `J.A.R.V.I.S.` Agent node to change its name, tone, instructions, or default language.\n*   **Expand its tools:** Connect more tools to the `J.A.R.V.I.S.` Agent node to extend its capabilities, such as connecting to a database or another third-party API.\n*   **Adjust the response format:** Modify the `If Audio Response` node to change the conditions for sending text or audio messages. For example, you could configure it to always respond with text.\n\n### 💬 Need Help?\nJoin the [Discord](https://discord.com/invite/XPKeKXeB7d) or ask in the [Forum](https://community.n8n.io/)"
      },
      "typeVersion": 1
    },
    {
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      "name": "스티커 노트13",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1104,
        560
      ],
      "parameters": {
        "color": 7,
        "width": 216,
        "height": 324,
        "content": "## Image Tools"
      },
      "typeVersion": 1
    },
    {
      "id": "7862530b-1c57-468a-b5ea-5511cd1d4748",
      "name": "이미지 생성기",
      "type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
      "position": [
        1168,
        688
      ],
      "parameters": {
        "url": "https://api.openai.com/v1/images/generations",
        "method": "POST",
        "jsonBody": "= {\n    \"model\": \"dall-e-3\",\n    \"prompt\": \"{prompt}\",\n    \"n\": 1,\n    \"size\": \"1024x1024\"\n  }",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "toolDescription": "Use this tool to generate images. Its connected to OpenAI gpt-image-1.",
        "nodeCredentialType": "openAiApi",
        "placeholderDefinitions": {
          "values": [
            {
              "name": "=prompt",
              "description": "The image detailed description"
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "6a2df6c7-32f4-49a5-80fb-77bac03a9216",
      "name": "기본 Google 검색",
      "type": "@n8n/n8n-nodes-langchain.toolSerpApi",
      "position": [
        1440,
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      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "db28a3c3-404c-4ac4-ab53-583ecb7ac1c0",
      "name": "웹페이지 스크래퍼",
      "type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
      "position": [
        1632,
        688
      ],
      "parameters": {
        "url": "=https://r.jina.ai/{url}",
        "sendHeaders": true,
        "toolDescription": "Use this tool to scrape a website.",
        "parametersHeaders": {
          "values": [
            {
              "name": "Authorization",
              "value": "=Bearer {{ $('API Setup').item.json.JINA_API }}",
              "valueProvider": "fieldValue"
            }
          ]
        },
        "placeholderDefinitions": {
          "values": [
            {
              "name": "url",
              "type": "string",
              "description": "=URL address to scrape"
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "f1276dad-a291-435f-8397-12d29b06785f",
      "name": "스티커 노트14",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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        560
      ],
      "parameters": {
        "color": 7,
        "width": 380,
        "height": 328,
        "content": "## Reasoning Tools"
      },
      "typeVersion": 1
    },
    {
      "id": "202ede45-5be3-421d-ba96-0f9880c7fdbe",
      "name": "계산기",
      "type": "@n8n/n8n-nodes-langchain.toolCalculator",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "f32e73b9-62f4-497b-84d2-2788f41f2a61",
      "name": "OpenAI 채팅 모델",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        720,
        176
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1",
          "cachedResultName": "gpt-4.1"
        },
        "options": {}
      },
      "typeVersion": 1.2
    },
    {
      "id": "ae00f93e-3e7a-44c3-829f-b9dbc1013c24",
      "name": "사고",
      "type": "@n8n/n8n-nodes-langchain.toolThink",
      "position": [
        2096,
        688
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "b26aa56c-cfa6-4bf8-83dc-cebae07168b4",
      "name": "메시지 분할",
      "type": "n8n-nodes-base.code",
      "position": [
        1344,
        -16
      ],
      "parameters": {
        "jsCode": "// In n8n, you can use a Code node to split long messages\nconst output = $input.first().json.output;\nconst maxLength = 3600; // Leave some buffer\nconst chunks = [];\n\nfor (let i = 0; i < output.length; i += maxLength) {\n    chunks.push(output.substring(i, i + maxLength));\n}\n\nreturn chunks.map(chunk => ({ json: { output: chunk } }));"
      },
      "typeVersion": 2
    },
    {
      "id": "06cac788-c7b3-4867-bae6-7bf847bbbccc",
      "name": "J.A.R.V.I.S.",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        704,
        -16
      ],
      "parameters": {
        "text": "={{ $json.chat_input }}",
        "options": {
          "maxIterations": 10,
          "systemMessage": "=# ROLE\nYou are a helpful assistant.\nYour name is \"J.A.R.V.I.S.\". Response in a friendly and helpful tone.\nYour version is: 1.0\n\n# Important Information\nYou are speaking to {{ $('Switch').item.json.message.from.first_name }}\nCurrent date and time: {{ $now }}\nEnglish is your default language.\n\n# Tools avaliable to your use:\n\n## Think\nBefore taking any action or responding to the user after receiving tool results, use the Think tool as a scratchpad to:\n- List the specific rules that apply to the current request\n- Check if all required information is collected\n- Verify that the planned action complies with all policies\n- Iterate over tool results for correctness\n\n## Search and Research tools:\n- Basic Google Search;\n- Webpage Scraper;\n\n## Reasoning tools:\n- Calculator.\n\n## Image tools:\n- Image Generator.\n\n## temporary_vectorstore\nUse to get information from the document uploaded (if any).\n\n# Important: \n- Do not atempt to perform a task by yourself, always call the appropriate tool to perform the task\n- Always inform a list of tools you used at the end of your message (e.g., Get Emails, Webpage Scraper...).\n"
        },
        "promptType": "define"
      },
      "typeVersion": 1.7
    },
    {
      "id": "2995104c-a593-4929-b222-99fde8338880",
      "name": "문서 변환",
      "type": "n8n-nodes-base.code",
      "position": [
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        400
      ],
      "parameters": {
        "jsCode": "const inputItem = items[0];\n// const extension = inputItem.binary.data.fileExtension;\n// inputItem.binary.data.mimeType = `text/${extension}`;\n// inputItem.binary.data.mimeType = `text/plain`;\ninputItem.binary.data.mimeType = $('Receive Message').first().json.message.document.mime_type;\nreturn inputItem;"
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      "type": "n8n-nodes-base.set",
      "position": [
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      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "c2b1117f-9ae9-4ab6-86d1-df865a9a567c",
              "name": "chat_input",
              "type": "string",
              "value": "=A document type {{ $json.metadata.blobType }} was input and added to the temporary_vectorstore.\nThe caption (if any) sent with the document is:\n<caption>\n{{ $('Receive Message').item.json.message.caption }}\n</caption>\n\n"
            },
            {
              "id": "a7ec26a5-c8bc-429c-94b1-279e44ea133d",
              "name": "type",
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              "name": "output",
              "type": "string",
              "value": "={{ $json.content }}"
            },
            {
              "id": "026bf7c8-16dd-490d-980a-f3c9a174b474",
              "name": "type",
              "type": "string",
              "value": "image"
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          ]
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      "typeVersion": 3.4
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    {
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      "name": "오디오 응답 조건",
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      "position": [
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        64
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        "conditions": {
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            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
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          "combinator": "and",
          "conditions": [
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              "operator": {
                "type": "string",
                "operation": "notExists",
                "singleValue": true
              },
              "leftValue": "={{ $('Receive Message').item.json.message.voice.file_id }}",
              "rightValue": ""
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "6f74a5e4-e4a3-42e6-bf04-745b3bb60e83",
      "name": "임베딩 OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        704,
        832
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.2
    },
    {
      "id": "2a979273-c9c2-47fc-aa2e-fa621677415f",
      "name": "스티커 노트",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -592,
        -384
      ],
      "parameters": {
        "color": 7,
        "width": 252,
        "height": 468,
        "content": "## 3. Switch by the kind of message:\n- Text\n- Voice\n- Image\n- Document "
      },
      "typeVersion": 1
    },
    {
      "id": "d6eaff16-7af8-41ca-8492-294ebee80bd6",
      "name": "스티커 노트2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -160,
        -336
      ],
      "parameters": {
        "color": 7,
        "width": 636,
        "height": 276,
        "content": "## 5. Audio Chat\n- Transcribe the audio using [OpenAI Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-langchain.openai/)"
      },
      "typeVersion": 1
    },
    {
      "id": "4c705ae5-eab7-40e2-a301-1b33f4072c1f",
      "name": "스티커 노트3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        48,
        -16
      ],
      "parameters": {
        "color": 7,
        "width": 428,
        "height": 276,
        "content": "## 6. Text Chat\n- Format the text using [Set Node](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.set/)"
      },
      "typeVersion": 1
    },
    {
      "id": "4b8836f3-116a-482a-865b-fb8716c40452",
      "name": "스티커 노트6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1536,
        -144
      ],
      "parameters": {
        "color": 7,
        "width": 336,
        "height": 468,
        "content": "## 9. Send Responses\nUsing [Telegram Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.telegram/)"
      },
      "typeVersion": 1
    },
    {
      "id": "69135c9f-fb55-4f58-bf70-991835bc3f8f",
      "name": "스티커 노트8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1136,
        -272
      ],
      "parameters": {
        "color": 7,
        "width": 220,
        "height": 356,
        "content": "## 1. Input message:"
      },
      "typeVersion": 1
    },
    {
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      "name": "API 설정",
      "type": "n8n-nodes-base.set",
      "position": [
        -800,
        -128
      ],
      "parameters": {
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        "assignments": {
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              "id": "d2a919fc-1437-40aa-aa28-6136fbc4dee1",
              "name": "JINA_API",
              "type": "string",
              "value": ""
            }
          ]
        },
        "includeOtherFields": true
      },
      "typeVersion": 3.4
    },
    {
      "id": "a7a4d2a8-8b66-49f2-bf4b-ee035a7338a1",
      "name": "스티커 노트9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -864,
        -272
      ],
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        "width": 220,
        "height": 356,
        "content": "## 2. Set API Keys\n- Set Jina API"
      },
      "typeVersion": 1
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  ],
  "active": false,
  "pinData": {},
  "settings": {
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