Telegram, Tavily 및 GPT-5를 사용한 사실적 웹 검색 질의응답

• •Telegram Bot Token

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      "name": "Sticky Note — 개요",
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      "parameters": {
        "color": 5,
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        "content": "# 🔍 Telegram Search Assistant\n\nMinimal bot that:\n1) Receives a question in Telegram\n2) Searches the web (Tavily)\n3) Summarizes facts with AIMLAPI (`openai/gpt-5-chat-latest`)\n4) Replies concisely (3–4 sentences), grounded in sources\n\n**Goal:** fast, factual answers without hallucinations."
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    {
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      "name": "Sticky Note — LLM 프롬프트",
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      "position": [
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      "parameters": {
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        "content": "## 🧠 LLM Prompt (Guardrails)\n* Extract only facts that answer the question\n* 3–4 sentences max\n* If data is thin → say so clearly\n* **No fabrication** — use provided results only\n\n**Inputs:**\n- `query = user message`\n- `results = full Tavily JSON`"
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    {
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      "name": "Sticky Note — 테스트",
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      "position": [
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      "parameters": {
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        "content": "## 🧪 Testing & Fallbacks\n* Test from Telegram (not only “Execute Node”)\n* Add `Switch` for commands and empty text\n* If no results → reply: “I couldn’t find enough reliable info.”\n* Catch errors: send friendly message, log details"
      },
      "typeVersion": 1
    },
    {
      "id": "4c772d35-25cc-4cf9-bfe8-58bf23d7c6eb",
      "name": "Sticky Note — 사용자 지정",
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      "position": [
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      "parameters": {
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        "content": "## 🛠 Customization\n* `/help` → usage & examples\n* `/sources` → list top URLs from results\n* `/news` or `/wiki` routing via keywords\n* Add NSFW/profanity filter pre-search\n* Rate-limit per user (Set → Wait → Redis/DB)\n* Optional: cache recent answers (key = normalized query)"
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    },
    {
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      "name": "Sticky Note — 응답",
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      "position": [
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      ],
      "parameters": {
        "color": 4,
        "height": 304,
        "content": "## 📤 Reply to Telegram\nReply to same chat, referencing original message."
      },
      "typeVersion": 1
    },
    {
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      "name": "Sticky Note — LLM",
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        "content": "## 🧠 LLM Summarize\nInput: full search JSON.\nOutput: concise factual answer."
      },
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    },
    {
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      "name": "Sticky Note — 검색",
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      "parameters": {
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        "height": 304,
        "content": "## 🔎 Web Search\nQuery = user message. Pass raw JSON downstream."
      },
      "typeVersion": 1
    },
    {
      "id": "3c805f46-b470-4016-afe6-89641b180a86",
      "name": "Sticky Note — 입력",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "color": 2,
        "height": 304,
        "content": "## ⌨️ Typing Indicator\nSend \"typing\" to show progress."
      },
      "typeVersion": 1
    },
    {
      "id": "3cca7a73-c37a-4e59-a994-a24d81e98c83",
      "name": "Sticky Note — 수신",
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      "position": [
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      "parameters": {
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        "height": 304,
        "content": "## 📩 Receive Telegram Message\nHandle incoming text. Use chat.id + message_id for reply."
      },
      "typeVersion": 1
    },
    {
      "id": "0ccc7f9f-bc6d-4e44-881d-7b9e1af4f622",
      "name": "텍스트 메시지 전송",
      "type": "n8n-nodes-base.telegram",
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      "webhookId": "01689fcb-171a-4338-bdc5-10447d604caa",
      "parameters": {
        "text": "={{ $json.content }}",
        "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "additionalFields": {
          "appendAttribution": false,
          "reply_to_message_id": "={{ $('Telegram Trigger').item.json.message.message_id }}"
        }
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      "credentials": {
        "telegramApi": {
          "id": "wh7cybWjl2Zw0MEh",
          "name": "Telegram account"
        }
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    {
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      "name": "채팅 액션 전송",
      "type": "n8n-nodes-base.telegram",
      "position": [
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      ],
      "webhookId": "bf4cf2c0-6013-4ebf-be08-3519823031c1",
      "parameters": {
        "chatId": "={{ $json.message.chat.id }}",
        "operation": "sendChatAction"
      },
      "credentials": {
        "telegramApi": {
          "id": "wh7cybWjl2Zw0MEh",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "239a5aad-bd01-4895-9551-2606aaa9444a",
      "name": "Telegram 트리거",
      "type": "n8n-nodes-base.telegramTrigger",
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        "updates": [
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      "name": "검색",
      "type": "@tavily/n8n-nodes-tavily.tavily",
      "position": [
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      "parameters": {
        "query": "={{ $('Telegram Trigger').item.json.message.text }}",
        "options": {}
      },
      "credentials": {
        "tavilyApi": {
          "id": "8wWN6c3Z8RZux0RW",
          "name": "Tavily account 2"
        }
      },
      "typeVersion": 1
    },
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      "name": "AI/ML 채팅 완성",
      "type": "n8n-nodes-aimlapi.aimlApi",
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      "parameters": {
        "model": "openai/gpt-5-chat-latest",
        "prompt": "=You are an AI assistant.  \nYou have search results from Google in JSON or text format.  \nYour task is to:  \n1. Extract only the facts that directly answer the user’s question.  \n2. Provide a clear, concise answer in 3–4 sentences maximum.  \n3. If the information is limited, state that clearly.  \n4. Never make things up — base your answer only on the provided results.  \n\nUser question: \"{{ $json.query }}\"  \nSearch results:  \n{{ JSON.stringify($json.results) }}\n\nGenerate the final answer in plain, simple English.\n",
        "options": {
          "responseFormat": "text"
        },
        "requestOptions": {}
      },
      "credentials": {
        "aimlApi": {
          "id": "QLCphbfkAMZbZesE",
          "name": "AI/ML account"
        }
      },
      "typeVersion": 1
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      "id": "eb8e941d-3b34-45b1-86da-f051b13a7f08",
      "name": "Sticky Note — LLM 프롬프트1",
      "type": "n8n-nodes-base.stickyNote",
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      "parameters": {
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        "content": "## ⚙️ Setup\n1. **Telegram**: create bot via @BotFather → add token in *Credentials → Telegram API*.\n2. **Tavily**: create API key → add *Tavily account* credentials.\n3. **AIMLAPI**: add *AI/ML API* credentials (base URL `https://api.aimlapi.com/v1`).\n4. **Environment**: set `TELEGRAM_BOT_TOKEN`, `TAVILY_API_KEY`, `AIML_API_KEY` in n8n (if using env)."
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      "typeVersion": 1
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