Voice RAG Chatbot with Qdrant and Google Drive
1ed12313-78a8-41e4-ac12-c2a773fbed96
Latency
15105ms
Cost
$0.0051
Tokens
2,066
Status
successgemini-3-flash-preview
Workflow Graph
Trace
[
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "84aca7bb-4812-498f-b319-88831e4ca412",
"timestamp": 1783214742212
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214742212
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "84aca7bb-4812-498f-b319-88831e4ca412",
"timestamp": 1783214742212
},
{
"data": {
"nodeType": "manualTrigger"
},
"event": "node_start",
"nodeId": "ec053ee7-3a4a-4697-a08c-5645810d23f0",
"timestamp": 1783214742213
},
{
"data": {
"initialData": {
"id": "test-run-12345",
"body": {
"question": "What are the key features of the new 'Quantum Leap' project management software?"
}
}
},
"event": "triggered",
"nodeId": "manualTrigger",
"timestamp": 1783214742213
},
{
"data": {
"status": "ok",
"nodeType": "manualTrigger"
},
"event": "node_end",
"nodeId": "ec053ee7-3a4a-4697-a08c-5645810d23f0",
"timestamp": 1783214742213
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "7f614392-7bc7-408c-8108-f289a81d5cf6",
"timestamp": 1783214742214
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214742214
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "7f614392-7bc7-408c-8108-f289a81d5cf6",
"timestamp": 1783214742214
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "7e19ac49-4d90-4258-bd44-7ca4ffa0128a",
"timestamp": 1783214742216
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214742216
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "7e19ac49-4d90-4258-bd44-7ca4ffa0128a",
"timestamp": 1783214742216
},
{
"data": {
"nodeType": "llm"
},
"event": "node_start",
"nodeId": "5d19f73a-b8e8-4e75-8f67-836180597572",
"timestamp": 1783214742217
},
{
"data": {
"messages": 1,
"maxTokens": 1024
},
"event": "calling openai/gpt-4o-mini",
"nodeId": "llm",
"timestamp": 1783214742217
},
{
"data": {
"model": "gpt-4o-mini",
"provider": "openai"
},
"event": "llm_call",
"nodeId": "_context",
"timestamp": 1783214742217
},
{
"data": {
"model": "gemini-3-flash-preview",
"costUsd": 0.0021828000000000004,
"provider": "openai",
"latencyMs": 6584,
"promptTokens": 1,
"completionTokens": 873
},
"event": "llm_result",
"nodeId": "_context",
"timestamp": 1783214748803
},
{
"data": {
"status": "ok",
"nodeType": "llm"
},
"event": "node_end",
"nodeId": "5d19f73a-b8e8-4e75-8f67-836180597572",
"timestamp": 1783214748803
},
{
"data": {
"nodeType": "trigger"
},
"event": "node_start",
"nodeId": "802b76e1-3f3e-490c-9e3b-65dc5b28d906",
"timestamp": 1783214748804
},
{
"data": {
"kind": "n8n-nodes-base.webhook"
},
"event": "seeded",
"nodeId": "trigger",
"timestamp": 1783214748804
},
{
"data": {
"status": "ok",
"nodeType": "trigger"
},
"event": "node_end",
"nodeId": "802b76e1-3f3e-490c-9e3b-65dc5b28d906",
"timestamp": 1783214748804
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "bdc55a38-1d4b-48fe-bbd8-29bf1afd954a",
"timestamp": 1783214748806
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214748806
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "bdc55a38-1d4b-48fe-bbd8-29bf1afd954a",
"timestamp": 1783214748806
},
{
"data": {
"nodeType": "llm"
},
"event": "node_start",
"nodeId": "2d5dd8cb-81eb-41bc-af53-b894e69e530c",
"timestamp": 1783214748808
},
{
"data": {
"messages": 1,
"maxTokens": 1024
},
"event": "calling openai/gpt-4o-mini",
"nodeId": "llm",
"timestamp": 1783214748808
},
{
"data": {
"model": "gpt-4o-mini",
"provider": "openai"
},
"event": "llm_call",
"nodeId": "_context",
"timestamp": 1783214748808
},
{
"data": {
"model": "gemini-3-flash-preview",
"costUsd": 0.0013928,
"provider": "openai",
"latencyMs": 3159,
"promptTokens": 1,
"completionTokens": 557
},
"event": "llm_result",
"nodeId": "_context",
"timestamp": 1783214751967
},
{
"data": {
"status": "ok",
"nodeType": "llm"
},
"event": "node_end",
"nodeId": "2d5dd8cb-81eb-41bc-af53-b894e69e530c",
"timestamp": 1783214751967
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "fd021f6c-248d-41f4-a4f9-651e70692327",
"timestamp": 1783214751969
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214751969
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "fd021f6c-248d-41f4-a4f9-651e70692327",
"timestamp": 1783214751969
},
{
"data": {
"nodeType": "http"
},
"event": "node_start",
"nodeId": "3e71e40c-a5cc-40cf-a159-aeedc97c47d1",
"timestamp": 1783214751970
},
{
"event": "fetching POST https://QDRANTURL/collections/COLLECTION",
"nodeId": "http",
"timestamp": 1783214751970
},
{
"data": {
"url": "https://QDRANTURL/collections/COLLECTION",
"method": "POST"
},
"event": "http_fetch",
"nodeId": "_context",
"timestamp": 1783214751970
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "http",
"latencyMs": 250,
"operation": "fetch-failed",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1783214751975
},
{
"data": {
"status": "ok",
"nodeType": "http"
},
"event": "node_end",
"nodeId": "3e71e40c-a5cc-40cf-a159-aeedc97c47d1",
"timestamp": 1783214751975
},
{
"data": {
"nodeType": "http"
},
"event": "node_start",
"nodeId": "240283fc-50ec-475c-bd24-e6d0a367c10c",
"timestamp": 1783214751976
},
{
"event": "fetching POST https://QDRANTURL/collections/COLLECTION/points/delete",
"nodeId": "http",
"timestamp": 1783214751976
},
{
"data": {
"url": "https://QDRANTURL/collections/COLLECTION/points/delete",
"method": "POST"
},
"event": "http_fetch",
"nodeId": "_context",
"timestamp": 1783214751976
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "http",
"latencyMs": 250,
"operation": "fetch-failed",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1783214751980
},
{
"data": {
"status": "ok",
"nodeType": "http"
},
"event": "node_end",
"nodeId": "240283fc-50ec-475c-bd24-e6d0a367c10c",
"timestamp": 1783214751980
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "1f031a11-8ef3-4392-a7db-9bca00840b8f",
"timestamp": 1783214751981
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214751981
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "1f031a11-8ef3-4392-a7db-9bca00840b8f",
"timestamp": 1783214751981
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "81bbedb6-5a07-4977-a68f-2bdc75b17aba",
"timestamp": 1783214751983
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "toolvectorstore",
"latencyMs": 250,
"operation": "run",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1783214752235
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "81bbedb6-5a07-4977-a68f-2bdc75b17aba",
"timestamp": 1783214752235
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "7d10fda0-c6ab-4bf5-b73e-b93a84937eff",
"timestamp": 1783214752236
},
{
"data": {
"service": "googleDrive",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1783214752236
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "googleDrive",
"latencyMs": 250,
"operation": "read",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1783214752488
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "7d10fda0-c6ab-4bf5-b73e-b93a84937eff",
"timestamp": 1783214752488
},
{
"data": {
"nodeType": "llm"
},
"event": "node_start",
"nodeId": "5898da57-38b0-4d29-af25-fe029cda7c4a",
"timestamp": 1783214752490
},
{
"data": {
"messages": 1,
"maxTokens": 1024
},
"event": "calling openai/gpt-4o-mini",
"nodeId": "llm",
"timestamp": 1783214752490
},
{
"data": {
"model": "gpt-4o-mini",
"provider": "openai"
},
"event": "llm_call",
"nodeId": "_context",
"timestamp": 1783214752490
},
{
"data": {
"model": "gemini-3-flash-preview",
"costUsd": 0.0015475999999999999,
"provider": "openai",
"latencyMs": 4571,
"promptTokens": 17,
"completionTokens": 617
},
"event": "llm_result",
"nodeId": "_context",
"timestamp": 1783214757061
},
{
"data": {
"status": "ok",
"nodeType": "llm"
},
"event": "node_end",
"nodeId": "5898da57-38b0-4d29-af25-fe029cda7c4a",
"timestamp": 1783214757061
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "c5761ad2-e66f-4d65-b653-0e89ea017f17",
"timestamp": 1783214757062
},
{
"data": {
"service": "googleDrive",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1783214757062
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "googleDrive",
"latencyMs": 250,
"operation": "download",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1783214757315
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "c5761ad2-e66f-4d65-b653-0e89ea017f17",
"timestamp": 1783214757315
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "a148ffcf-335f-455d-8509-d98c711ed740",
"timestamp": 1783214757316
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214757316
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "a148ffcf-335f-455d-8509-d98c711ed740",
"timestamp": 1783214757316
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "a6c50f3c-3c73-464e-9bdc-49de96401c1b",
"timestamp": 1783214757317
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1783214757317
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "a6c50f3c-3c73-464e-9bdc-49de96401c1b",
"timestamp": 1783214757317
}
]