RAG Chatbot with Pinecone, Slack, and Gmail

16ec9dbc-9244-4c8a-8492-b95159ac2126

Latency
17319ms
Cost
$0.0050
Tokens
2,190
Status
success
gemini-3-flash-preview

Workflow Graph

Trace

[
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "7e9e7802-5695-4240-83b9-d6f02192ad2b",
    "timestamp": 1783447585493
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447585493
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "7e9e7802-5695-4240-83b9-d6f02192ad2b",
    "timestamp": 1783447585493
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "63783c21-af6d-4e70-8dec-c861641c53fb",
    "timestamp": 1783447585495
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447585495
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "63783c21-af6d-4e70-8dec-c861641c53fb",
    "timestamp": 1783447585495
  },
  {
    "data": {
      "nodeType": "llm"
    },
    "event": "node_start",
    "nodeId": "686c63fa-4672-4107-bd58-ffbb0650b44b",
    "timestamp": 1783447585495
  },
  {
    "data": {
      "messages": 1,
      "maxTokens": 1024
    },
    "event": "calling openai/gpt-4o",
    "nodeId": "llm",
    "timestamp": 1783447585495
  },
  {
    "data": {
      "model": "gpt-4o",
      "provider": "openai"
    },
    "event": "llm_call",
    "nodeId": "_context",
    "timestamp": 1783447585495
  },
  {
    "data": {
      "model": "gemini-3-flash-preview",
      "costUsd": 0.0017653,
      "provider": "openai",
      "latencyMs": 4822,
      "promptTokens": 1,
      "completionTokens": 706
    },
    "event": "llm_result",
    "nodeId": "_context",
    "timestamp": 1783447590317
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "llm"
    },
    "event": "node_end",
    "nodeId": "686c63fa-4672-4107-bd58-ffbb0650b44b",
    "timestamp": 1783447590317
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "73a7df02-aa2c-4f0f-aa88-38cbbbf3b1cb",
    "timestamp": 1783447590325
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447590325
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "73a7df02-aa2c-4f0f-aa88-38cbbbf3b1cb",
    "timestamp": 1783447590325
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "866eaeb9-6a7c-4209-b485-8ef13ed006b4",
    "timestamp": 1783447590326
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447590326
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "866eaeb9-6a7c-4209-b485-8ef13ed006b4",
    "timestamp": 1783447590326
  },
  {
    "data": {
      "nodeType": "llm"
    },
    "event": "node_start",
    "nodeId": "07123e8e-8760-4c89-acda-aaef6de68be2",
    "timestamp": 1783447590327
  },
  {
    "data": {
      "messages": 1,
      "maxTokens": 1024
    },
    "event": "calling anthropic/gpt-4o-mini",
    "nodeId": "llm",
    "timestamp": 1783447590327
  },
  {
    "data": {
      "model": "gpt-4o-mini",
      "provider": "anthropic"
    },
    "event": "llm_call",
    "nodeId": "_context",
    "timestamp": 1783447590327
  },
  {
    "data": {
      "model": "gemini-3-flash-preview",
      "costUsd": 0.0010178,
      "provider": "anthropic",
      "latencyMs": 2374,
      "promptTokens": 1,
      "completionTokens": 407
    },
    "event": "llm_result",
    "nodeId": "_context",
    "timestamp": 1783447592701
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "llm"
    },
    "event": "node_end",
    "nodeId": "07123e8e-8760-4c89-acda-aaef6de68be2",
    "timestamp": 1783447592701
  },
  {
    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "e338a175-e823-4cd4-b77d-f5acbfcbdb9d",
    "timestamp": 1783447592702
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "toolhttprequest",
      "latencyMs": 250,
      "operation": "run",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783447592954
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "integration"
    },
    "event": "node_end",
    "nodeId": "e338a175-e823-4cd4-b77d-f5acbfcbdb9d",
    "timestamp": 1783447592954
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "afe8d14d-d0d0-4a11-bb4f-57358de66bc1",
    "timestamp": 1783447592963
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447592963
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "afe8d14d-d0d0-4a11-bb4f-57358de66bc1",
    "timestamp": 1783447592963
  },
  {
    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "6a890c74-67f9-4eee-bb56-7c9a68921ae1",
    "timestamp": 1783447592964
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "toolhttprequest",
      "latencyMs": 250,
      "operation": "run",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783447593216
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "integration"
    },
    "event": "node_end",
    "nodeId": "6a890c74-67f9-4eee-bb56-7c9a68921ae1",
    "timestamp": 1783447593216
  },
  {
    "data": {
      "nodeType": "trigger"
    },
    "event": "node_start",
    "nodeId": "7f6e62f2-2d72-4fd2-a6ef-e57028d0055b",
    "timestamp": 1783447593217
  },
  {
    "data": {
      "kind": "@n8n/n8n-nodes-langchain.chatTrigger"
    },
    "event": "seeded",
    "nodeId": "trigger",
    "timestamp": 1783447593217
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "trigger"
    },
    "event": "node_end",
    "nodeId": "7f6e62f2-2d72-4fd2-a6ef-e57028d0055b",
    "timestamp": 1783447593217
  },
  {
    "data": {
      "nodeType": "llm"
    },
    "event": "node_start",
    "nodeId": "29227c52-a9cc-4bd1-b1a3-78fb805b659c",
    "timestamp": 1783447593218
  },
  {
    "data": {
      "messages": 1,
      "maxTokens": 1024
    },
    "event": "calling openai/gpt-4o",
    "nodeId": "llm",
    "timestamp": 1783447593218
  },
  {
    "data": {
      "model": "gpt-4o",
      "provider": "openai"
    },
    "event": "llm_call",
    "nodeId": "_context",
    "timestamp": 1783447593218
  },
  {
    "data": {
      "model": "gemini-3-flash-preview",
      "costUsd": 0.0005853,
      "provider": "openai",
      "latencyMs": 2218,
      "promptTokens": 1,
      "completionTokens": 234
    },
    "event": "llm_result",
    "nodeId": "_context",
    "timestamp": 1783447595436
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "llm"
    },
    "event": "node_end",
    "nodeId": "29227c52-a9cc-4bd1-b1a3-78fb805b659c",
    "timestamp": 1783447595436
  },
  {
    "data": {
      "nodeType": "trigger"
    },
    "event": "node_start",
    "nodeId": "0f9d834d-ec47-43f5-945b-8c464d371122",
    "timestamp": 1783447595437
  },
  {
    "data": {
      "kind": "n8n-nodes-base.gmailTrigger"
    },
    "event": "seeded",
    "nodeId": "trigger",
    "timestamp": 1783447595437
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "trigger"
    },
    "event": "node_end",
    "nodeId": "0f9d834d-ec47-43f5-945b-8c464d371122",
    "timestamp": 1783447595437
  },
  {
    "data": {
      "nodeType": "trigger"
    },
    "event": "node_start",
    "nodeId": "576d8206-1b1e-4671-ba45-86e9d844a73b",
    "timestamp": 1783447595443
  },
  {
    "data": {
      "kind": "n8n-nodes-base.webhook"
    },
    "event": "seeded",
    "nodeId": "trigger",
    "timestamp": 1783447595443
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "trigger"
    },
    "event": "node_end",
    "nodeId": "576d8206-1b1e-4671-ba45-86e9d844a73b",
    "timestamp": 1783447595443
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "5742ce9c-2f73-4129-85eb-876f562cf6b1",
    "timestamp": 1783447595444
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447595444
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "5742ce9c-2f73-4129-85eb-876f562cf6b1",
    "timestamp": 1783447595444
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "6063d009-da6e-4cbf-899f-c86b879931a7",
    "timestamp": 1783447595445
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447595445
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "6063d009-da6e-4cbf-899f-c86b879931a7",
    "timestamp": 1783447595445
  },
  {
    "data": {
      "nodeType": "http"
    },
    "event": "node_start",
    "nodeId": "2c7a3666-e123-439d-8b74-41eb375f066c",
    "timestamp": 1783447595446
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "http",
      "latencyMs": 250,
      "operation": "unresolvable-url",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783447595446
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "http"
    },
    "event": "node_end",
    "nodeId": "2c7a3666-e123-439d-8b74-41eb375f066c",
    "timestamp": 1783447595446
  },
  {
    "data": {
      "nodeType": "llm"
    },
    "event": "node_start",
    "nodeId": "ae05933c-dfa9-4272-b610-8b5fc94d76fe",
    "timestamp": 1783447595447
  },
  {
    "data": {
      "messages": 2,
      "maxTokens": 1024
    },
    "event": "calling openai/gpt-4o-mini",
    "nodeId": "llm",
    "timestamp": 1783447595447
  },
  {
    "data": {
      "model": "gpt-4o-mini",
      "provider": "openai"
    },
    "event": "llm_call",
    "nodeId": "_context",
    "timestamp": 1783447595447
  },
  {
    "data": {
      "model": "gemini-3-flash-preview",
      "costUsd": 0.0002392,
      "provider": "openai",
      "latencyMs": 1329,
      "promptTokens": 164,
      "completionTokens": 76
    },
    "event": "llm_result",
    "nodeId": "_context",
    "timestamp": 1783447596776
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "llm"
    },
    "event": "node_end",
    "nodeId": "ae05933c-dfa9-4272-b610-8b5fc94d76fe",
    "timestamp": 1783447596776
  },
  {
    "data": {
      "nodeType": "llm"
    },
    "event": "node_start",
    "nodeId": "2eb46753-a0e8-43ec-a460-466b1dd265c9",
    "timestamp": 1783447596779
  },
  {
    "data": {
      "messages": 1,
      "maxTokens": 1024
    },
    "event": "calling openai/gpt-4o-mini",
    "nodeId": "llm",
    "timestamp": 1783447596779
  },
  {
    "data": {
      "model": "gpt-4o-mini",
      "provider": "openai"
    },
    "event": "llm_call",
    "nodeId": "_context",
    "timestamp": 1783447596779
  },
  {
    "data": {
      "model": "gemini-3-flash-preview",
      "costUsd": 0.0012728,
      "provider": "openai",
      "latencyMs": 3780,
      "promptTokens": 1,
      "completionTokens": 509
    },
    "event": "llm_result",
    "nodeId": "_context",
    "timestamp": 1783447600559
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "llm"
    },
    "event": "node_end",
    "nodeId": "2eb46753-a0e8-43ec-a460-466b1dd265c9",
    "timestamp": 1783447600559
  },
  {
    "data": {
      "nodeType": "if"
    },
    "event": "node_start",
    "nodeId": "1e612376-1a3b-4c48-9cd3-97867ba4cad5",
    "timestamp": 1783447600561
  },
  {
    "event": "false branch",
    "nodeId": "if",
    "timestamp": 1783447600561
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "if"
    },
    "event": "node_end",
    "nodeId": "1e612376-1a3b-4c48-9cd3-97867ba4cad5",
    "timestamp": 1783447600561
  },
  {
    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "42737305-fd39-4ec7-b4ba-53f70085dd5f",
    "timestamp": 1783447600562
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "retrievervectorstore",
      "latencyMs": 250,
      "operation": "run",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783447600813
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "integration"
    },
    "event": "node_end",
    "nodeId": "42737305-fd39-4ec7-b4ba-53f70085dd5f",
    "timestamp": 1783447600813
  },
  {
    "data": {
      "nodeType": "passthrough"
    },
    "event": "node_start",
    "nodeId": "c9a2fcdc-c8ab-4b9d-9979-4fd7cca1e8a8",
    "timestamp": 1783447600815
  },
  {
    "data": {},
    "event": "noOp",
    "nodeId": "passthrough",
    "timestamp": 1783447600815
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "passthrough"
    },
    "event": "node_end",
    "nodeId": "c9a2fcdc-c8ab-4b9d-9979-4fd7cca1e8a8",
    "timestamp": 1783447600815
  },
  {
    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "494a2868-9ff5-402c-b83b-6dd2c3ddbcc9",
    "timestamp": 1783447600816
  },
  {
    "data": {
      "service": "gmail",
      "resolved": false
    },
    "event": "credential_access",
    "nodeId": "_context",
    "timestamp": 1783447600816
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "gmail",
      "latencyMs": 250,
      "operation": "addLabels",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783447601067
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "integration"
    },
    "event": "node_end",
    "nodeId": "494a2868-9ff5-402c-b83b-6dd2c3ddbcc9",
    "timestamp": 1783447601067
  },
  {
    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "142e2a49-40bd-4bf5-9ba3-f14ecd68618e",
    "timestamp": 1783447601068
  },
  {
    "data": {
      "service": "gmail",
      "resolved": false
    },
    "event": "credential_access",
    "nodeId": "_context",
    "timestamp": 1783447601068
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "gmail",
      "latencyMs": 250,
      "operation": "addLabels",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783447601320
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "integration"
    },
    "event": "node_end",
    "nodeId": "142e2a49-40bd-4bf5-9ba3-f14ecd68618e",
    "timestamp": 1783447601320
  },
  {
    "data": {
      "nodeType": "code"
    },
    "event": "node_start",
    "nodeId": "0bdd4a35-7f5c-443c-a14a-4e6f7ed18712",
    "timestamp": 1783447601320
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "code"
    },
    "event": "node_end",
    "nodeId": "0bdd4a35-7f5c-443c-a14a-4e6f7ed18712",
    "timestamp": 1783447601323
  },
  {
    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "fb774d11-da48-4481-ad4e-8c93274f123e",
    "timestamp": 1783447601325
  },
  {
    "data": {
      "service": "slack",
      "resolved": false
    },
    "event": "credential_access",
    "nodeId": "_context",
    "timestamp": 1783447601325
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "slack",
      "latencyMs": 250,
      "operation": "read",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783447601577
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "integration"
    },
    "event": "node_end",
    "nodeId": "fb774d11-da48-4481-ad4e-8c93274f123e",
    "timestamp": 1783447601577
  },
  {
    "data": {
      "nodeType": "llm"
    },
    "event": "node_start",
    "nodeId": "8aa52156-264d-4911-993c-ac5117a76b21",
    "timestamp": 1783447601591
  },
  {
    "data": {
      "messages": 1,
      "maxTokens": 1024
    },
    "event": "calling openai/gpt-4o-mini",
    "nodeId": "llm",
    "timestamp": 1783447601591
  },
  {
    "data": {
      "model": "gpt-4o-mini",
      "provider": "openai"
    },
    "event": "llm_call",
    "nodeId": "_context",
    "timestamp": 1783447601591
  },
  {
    "data": {
      "model": "gemini-3-flash-preview",
      "costUsd": 0.000137,
      "provider": "openai",
      "latencyMs": 1220,
      "promptTokens": 40,
      "completionTokens": 50
    },
    "event": "llm_result",
    "nodeId": "_context",
    "timestamp": 1783447602812
  },
  {
    "data": {
      "status": "ok",
      "nodeType": "llm"
    },
    "event": "node_end",
    "nodeId": "8aa52156-264d-4911-993c-ac5117a76b21",
    "timestamp": 1783447602812
  }
]