{
  "name": "Создание базы (TG Text)",
  "nodes": [
    {
      "parameters": {
        "mode": "insert",
        "qdrantCollection": {
          "__rl": true,
          "value": "=11111",
          "mode": "id"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "typeVersion": 1.3,
      "position": [
        112,
        -208
      ],
      "id": "44a1fb40-5b1f-401a-9fea-ca61f111d2ca",
      "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": [
        32,
        0
      ],
      "id": "7448ed28-7971-4d95-b073-1251dfff242e",
      "name": "Embeddings Ollama",
      "credentials": {
        "ollamaApi": {
          "id": "XVSCsyxx8Z57lSRa",
          "name": "Ollama account 3"
        }
      }
    },
    {
      "parameters": {
        "chunkSize": 500,
        "chunkOverlap": 50
      },
      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
      "typeVersion": 1,
      "position": [
        272,
        192
      ],
      "id": "aed6ea3c-ad56-432b-8ef5-823a7778da27",
      "name": "Character Text Splitter"
    },
    {
      "parameters": {
        "httpMethod": "POST",
        "path": "tg-inbox",
        "options": {}
      },
      "type": "n8n-nodes-base.webhook",
      "typeVersion": 2.1,
      "position": [
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      ],
      "id": "1770ab28-9cfa-4bc8-864a-fe793f1b95db",
      "name": "Webhook",
      "webhookId": "d857e864-ed25-447f-84ef-27c63190fb93",
      "notesInFlow": false
    },
    {
      "parameters": {
        "textSplittingMode": "custom",
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "typeVersion": 1.1,
      "position": [
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        0
      ],
      "id": "6c98f0d9-97c1-4d94-bdea-a1941fd7d3f8",
      "name": "Default Data Loader"
    },
    {
      "parameters": {
        "jsCode": "// В n8n данные из POST запроса всегда лежат в объекте body\nconst msg = $input.item.json.body;\n\n// 1. Берем текст\nconst rawText = msg.text || \"\"; \n\n// 2. Достаем метаданные из объекта metadata, который прислал Python\nconst meta = msg.metadata || {};\n\n// 3. Извлекаем имя и ID из объекта metadata\nconst senderName = meta.sender_name || \"Unknown\";\nconst senderId = meta.sender_id || \"0\";\n\n// 4. Формируем результат для Qdrant\nreturn {\n  json: {\n    content: `Пользователь ${senderName} (ID: ${senderId}) написал: ${rawText}`,\n    metadata: {\n      ...meta, // Копируем всю метадату (date, message_id, group_id и т.д.)\n      sender_name: senderName,\n      sender_id: senderId,\n      original_text: rawText\n    }\n  }\n};\n"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        -192,
        -208
      ],
      "id": "0ff56c0f-9208-4ae9-920c-4332c09f6df4",
      "name": "Code in JavaScript"
    }
  ],
  "pinData": {},
  "connections": {
    "Webhook": {
      "main": [
        [
          {
            "node": "Code in JavaScript",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings Ollama": {
      "ai_embedding": [
        [
          {
            "node": "Qdrant Vector Store",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "Default Data Loader": {
      "ai_document": [
        [
          {
            "node": "Qdrant Vector Store",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "Code in JavaScript": {
      "main": [
        [
          {
            "node": "Qdrant Vector Store",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Character Text Splitter": {
      "ai_textSplitter": [
        [
          {
            "node": "Default Data Loader",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": false,
  "settings": {
    "executionOrder": "v1",
    "binaryMode": "separate",
    "availableInMCP": false
  },
  "versionId": "f5079d8e-590c-4db5-988a-3fe709346a4a",
  "meta": {
    "templateCredsSetupCompleted": true,
    "instanceId": "96706479c2e398d2a4e75bb05002310bb6030e8268be45294cab77c6640a0fe6"
  },
  "id": "QpXms3TNMSqlQD2ULX3WO",
  "tags": []
}