{
  "name": "Работа с базой",
  "nodes": [
    {
      "parameters": {
        "promptType": "define",
        "text": "=Используй Qdrant Vector Store для ответа на вопрос {{ $json.message.text }}",
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.agent",
      "typeVersion": 3.1,
      "position": [
        544,
        -48
      ],
      "id": "e1231327-544c-416d-b1fa-95915d68f524",
      "name": "AI Agent"
    },
    {
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {}
      },
      "type": "n8n-nodes-base.telegramTrigger",
      "typeVersion": 1.2,
      "position": [
        288,
        -48
      ],
      "id": "80e4a41a-387c-4ac4-b798-41bdbbb25eaa",
      "name": "Telegram Trigger",
      "webhookId": "875f9245-fe51-4c55-ae42-afe3d20f6ff6",
      "credentials": {
        "telegramApi": {
          "id": "dSTpf5HKyoPp6X8N",
          "name": "Telegram account"
        }
      }
    },
    {
      "parameters": {
        "model": "qwen3:30b-a3b",
        "options": {
          "temperature": 0
        }
      },
      "type": "@n8n/n8n-nodes-langchain.lmChatOllama",
      "typeVersion": 1,
      "position": [
        496,
        176
      ],
      "id": "45cc634d-5eea-4c8e-83f2-f34c463db00e",
      "name": "Ollama Chat Model",
      "credentials": {
        "ollamaApi": {
          "id": "Uis7Bsdb0l1qDDL7",
          "name": "Ollama account 2"
        }
      }
    },
    {
      "parameters": {
        "mode": "retrieve-as-tool",
        "toolDescription": " ALWAYS use this tool to answer ANY user question. The answer is contained within this tool.",
        "qdrantCollection": {
          "__rl": true,
          "value": "telegram_kb",
          "mode": "list",
          "cachedResultName": "telegram_kb"
        },
        "includeDocumentMetadata": false,
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "typeVersion": 1.3,
      "position": [
        672,
        256
      ],
      "id": "bbc61a50-f5a8-443e-8022-c9ead1df63a7",
      "name": "Qdrant Vector Store",
      "credentials": {
        "qdrantApi": {
          "id": "gS1LJOMgnR7VJFRO",
          "name": "QdrantApi account 2"
        }
      }
    },
    {
      "parameters": {
        "model": "qwen3-embedding:8b"
      },
      "type": "@n8n/n8n-nodes-langchain.embeddingsOllama",
      "typeVersion": 1,
      "position": [
        672,
        416
      ],
      "id": "7e1c6b2a-092b-43eb-8efe-9b19088ed3b2",
      "name": "Embeddings Ollama",
      "credentials": {
        "ollamaApi": {
          "id": "Uis7Bsdb0l1qDDL7",
          "name": "Ollama account 2"
        }
      }
    },
    {
      "parameters": {
        "chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
        "text": "={{ $node[\"Code in JavaScript\"].json.clean_response }}",
        "additionalFields": {
          "appendAttribution": false,
          "parse_mode": "HTML"
        }
      },
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1.2,
      "position": [
        1040,
        -48
      ],
      "id": "9b3713cb-d699-45a2-8c4a-21c0065df53f",
      "name": "Send a text message",
      "webhookId": "038aa575-d7da-4413-805f-6773aa670295",
      "retryOnFail": true,
      "credentials": {
        "telegramApi": {
          "id": "dSTpf5HKyoPp6X8N",
          "name": "Telegram account"
        }
      }
    },
    {
      "parameters": {
        "chatId": "-4804863247",
        "text": "=📥 **Входящее от {{ $node[\"Telegram Trigger\"].json[\"message\"][\"from\"][\"first_name\"] }}:**\n{{ $node[\"Telegram Trigger\"].json[\"message\"][\"text\"] }}\n\n🤖 **Ответ бота:**\n{{ $node[\"Code in JavaScript\"].json.clean_response }}",
        "additionalFields": {
          "parse_mode": "HTML"
        }
      },
      "id": "e8ac46da-bf4a-4fd0-8f1d-cf7664eb86f8",
      "name": "Log_to_Group1",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1.2,
      "position": [
        1232,
        -48
      ],
      "webhookId": "d23840f7-3652-4aca-935f-ab5331d01d27",
      "retryOnFail": true,
      "credentials": {
        "telegramApi": {
          "id": "dSTpf5HKyoPp6X8N",
          "name": "Telegram account"
        }
      }
    },
    {
      "parameters": {
        "jsCode": "// 1. Пытаемся найти текст в самых частых полях n8n\nlet rawText = $input.item.json.text || $input.item.json.response || $input.item.json.output || \"\";\n\n// 2. Очищаем от <think>...</think>\nlet cleanText = rawText.replace(/<think>[\\s\\S]*?<\\/think>/g, '').trim();\n\n// 3. Если после очистки пусто, выводим заглушку, чтобы не было ошибки\nif (!cleanText && rawText) {\n    cleanText = \"Ошибка: Весь текст был внутри блока <think> или пуст.\";\n}\n\nreturn {\n  json: {\n    clean_response: cleanText\n  }\n};"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        848,
        -48
      ],
      "id": "18e6aa52-73d2-439a-9ce9-abc2390bac05",
      "name": "Code in JavaScript"
    }
  ],
  "pinData": {},
  "connections": {
    "Telegram Trigger": {
      "main": [
        [
          {
            "node": "AI Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Ollama Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Qdrant Vector Store": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings Ollama": {
      "ai_embedding": [
        [
          {
            "node": "Qdrant Vector Store",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "AI Agent": {
      "main": [
        [
          {
            "node": "Code in JavaScript",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Send a text message": {
      "main": [
        [
          {
            "node": "Log_to_Group1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Code in JavaScript": {
      "main": [
        [
          {
            "node": "Send a text message",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": true,
  "settings": {
    "executionOrder": "v1",
    "availableInMCP": false
  },
  "versionId": "f8ca7ca6-eb4f-4823-bdb7-d523e51c8924",
  "meta": {
    "templateCredsSetupCompleted": true,
    "instanceId": "96706479c2e398d2a4e75bb05002310bb6030e8268be45294cab77c6640a0fe6"
  },
  "id": "2R3-4Yl4wuemCpJ0FVOi3",
  "tags": []
}