Initial project setup for Telegram-to-Qdrant knowledge base.

Add unified n8n workflow, userbot ingestion script, and detailed README for running n8n with a separate Dockerized Telethon collector.

Co-authored-by: Cursor <cursoragent@cursor.com>

Создание базы (2).json

@@ -0,0 +1,183 @@
+{
+  "name": "Создание базы",
+  "nodes": [
+    {
+      "parameters": {
+        "mode": "insert",
+        "qdrantCollection": {
+          "__rl": true,
+          "mode": "list",
+          "value": "111"
+        },
+        "options": {}
+      },
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
+      "typeVersion": 1.3,
+      "position": [
+        928,
+        -144
+      ],
+      "id": "acfdb2b7-e113-42a6-8793-566f5da7d0e2",
+      "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": [
+        880,
+        48
+      ],
+      "id": "67815ae1-6b99-4e41-94e6-9b7986d12738",
+      "name": "Embeddings Ollama",
+      "credentials": {
+        "ollamaApi": {
+          "id": "Uis7Bsdb0l1qDDL7",
+          "name": "Ollama account 2"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "dataType": "binary",
+        "loader": "docxLoader",
+        "textSplittingMode": "custom",
+        "options": {}
+      },
+      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
+      "typeVersion": 1.1,
+      "position": [
+        1040,
+        64
+      ],
+      "id": "291df053-ad1c-4041-964d-0a427e547fca",
+      "name": "Default Data Loader"
+    },
+    {
+      "parameters": {
+        "chunkSize": 500,
+        "chunkOverlap": 50
+      },
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        1136,
+        272
+      ],
+      "id": "703047dd-e772-4d36-aed8-f6ba091bce5c",
+      "name": "Character Text Splitter"
+    },
+    {
+      "parameters": {
+        "fileSelector": "={{ $json.path }}",
+        "options": {}
+      },
+      "type": "n8n-nodes-base.readWriteFile",
+      "typeVersion": 1.1,
+      "position": [
+        592,
+        -144
+      ],
+      "id": "d1e6082c-71f2-440c-9b34-011ae652fa5b",
+      "name": "Read/Write Files from Disk"
+    },
+    {
+      "parameters": {
+        "triggerOn": "folder",
+        "path": "/data/vid",
+        "events": [
+          "add"
+        ],
+        "options": {
+          "usePolling": true
+        }
+      },
+      "type": "n8n-nodes-base.localFileTrigger",
+      "typeVersion": 1,
+      "position": [
+        320,
+        -144
+      ],
+      "id": "4bd85a42-f9d0-436f-9617-0ebf42db1a7f",
+      "name": "Local File Trigger"
+    }
+  ],
+  "pinData": {},
+  "connections": {
+    "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
+          }
+        ]
+      ]
+    },
+    "Character Text Splitter": {
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Default Data Loader",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Read/Write Files from Disk": {
+      "main": [
+        [
+          {
+            "node": "Qdrant Vector Store",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Local File Trigger": {
+      "main": [
+        [
+          {
+            "node": "Read/Write Files from Disk",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "active": false,
+  "settings": {
+    "executionOrder": "v1",
+    "availableInMCP": false
+  },
+  "versionId": "d1e2bb08-fb79-49f3-85d4-c6f491447f11",
+  "meta": {
+    "templateCredsSetupCompleted": true,
+    "instanceId": "96706479c2e398d2a4e75bb05002310bb6030e8268be45294cab77c6640a0fe6"
+  },
+  "id": "lK4wQ7btZPq3elWleb7ry",
+  "tags": []
+}