AI Telegram Bot with Message Aggregation

7361cea2-73d6-4b8a-894f-4fe07729f2e5

Latency
2532ms
Cost
$0.0005
Tokens
216
Status
success
gemini-3-flash-preview

Workflow Graph

Trace

[
  {
    "data": {
      "nodeType": "trigger"
    },
    "event": "node_start",
    "nodeId": "a998289c-65da-49ea-ba8a-4b277d9e16f3",
    "timestamp": 1780781594750
  },
  {
    "data": {
      "kind": "n8n-nodes-base.telegramTrigger"
    },
    "event": "seeded",
    "nodeId": "trigger",
    "timestamp": 1780781594750
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "trigger"
    },
    "event": "node_end",
    "nodeId": "a998289c-65da-49ea-ba8a-4b277d9e16f3",
    "timestamp": 1780781594750
  },
  {
    "data": {
      "nodeType": "llm"
    },
    "event": "node_start",
    "nodeId": "7f50072a-5312-4a47-823e-0513cd9d383a",
    "timestamp": 1780781594752
  },
  {
    "data": {
      "messages": 1,
      "maxTokens": 1024
    },
    "event": "calling openai/gpt-4o-mini",
    "nodeId": "llm",
    "timestamp": 1780781594752
  },
  {
    "data": {
      "model": "gpt-4o-mini",
      "provider": "openai"
    },
    "event": "llm_call",
    "nodeId": "_context",
    "timestamp": 1780781594752
  },
  {
    "data": {
      "model": "gemini-3-flash-preview",
      "costUsd": 0.000507,
      "provider": "openai",
      "latencyMs": 1963,
      "promptTokens": 15,
      "completionTokens": 201
    },
    "event": "llm_result",
    "nodeId": "_context",
    "timestamp": 1780781596716
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "llm"
    },
    "event": "node_end",
    "nodeId": "7f50072a-5312-4a47-823e-0513cd9d383a",
    "timestamp": 1780781596716
  },
  {
    "data": {
      "nodeType": "merge"
    },
    "event": "node_start",
    "nodeId": "e0719c38-75ae-4082-91ba-d68c7cd28339",
    "timestamp": 1780781596719
  },
  {
    "data": {
      "inputCount": 2
    },
    "event": "merged 2 inputs",
    "nodeId": "merge",
    "timestamp": 1780781596719
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "merge"
    },
    "event": "node_end",
    "nodeId": "e0719c38-75ae-4082-91ba-d68c7cd28339",
    "timestamp": 1780781596719
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "bee14b74-248b-4e17-9221-378daff965aa",
    "timestamp": 1780781596723
  },
  {
    "data": {
      "count": 1
    },
    "event": "aggregate",
    "nodeId": "passthrough",
    "timestamp": 1780781596723
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "bee14b74-248b-4e17-9221-378daff965aa",
    "timestamp": 1780781596723
  },
  {
    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "a59264d6-c199-4d7b-ade4-1e31f10eb632",
    "timestamp": 1780781596727
  },
  {
    "data": {
      "service": "telegram",
      "resolved": true
    },
    "event": "credential_access",
    "nodeId": "_context",
    "timestamp": 1780781596727
  },
  {
    "data": {
      "url": "https://api.telegram.org/bot8601839237:AAEoFA4ys16Txlcu68Orq7B6q_QPBOVBDvs/sendMessage",
      "method": "POST"
    },
    "event": "http_fetch",
    "nodeId": "_context",
    "timestamp": 1780781596727
  },
  {
    "data": {
      "status": 200
    },
    "event": "telegram.send",
    "nodeId": "integration",
    "timestamp": 1780781597282
  },
  {
    "data": {
      "mode": "write",
      "status": "ok",
      "service": "telegram",
      "latencyMs": 555,
      "operation": "sendPhoto"
    },
    "event": "integration_call",
    "nodeId": "integration",
    "timestamp": 1780781597282
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "integration"
    },
    "event": "node_end",
    "nodeId": "a59264d6-c199-4d7b-ade4-1e31f10eb632",
    "timestamp": 1780781597282
  }
]