Multimodal WhatsApp AI Agent for Voice and Documents
287d217c-53f7-471d-82db-035d72f4d797
Latency
2848ms
Cost
$0.0000
Tokens
0
Status
successgemini-3-flash-preview
Workflow Graph
Trace
[
{
"data": {
"nodeType": "trigger"
},
"event": "node_start",
"nodeId": "38246f5d-0cf4-49ed-957e-0189243d0dec",
"timestamp": 1780861308408
},
{
"data": {
"kind": "n8n-nodes-base.whatsAppTrigger"
},
"event": "seeded",
"nodeId": "trigger",
"timestamp": 1780861308408
},
{
"data": {
"status": "ok",
"nodeType": "trigger"
},
"event": "node_end",
"nodeId": "38246f5d-0cf4-49ed-957e-0189243d0dec",
"timestamp": 1780861308408
},
{
"data": {
"nodeType": "http"
},
"event": "node_start",
"nodeId": "4cc0b70b-3ecc-4415-af2f-e50d4f302786",
"timestamp": 1780861308410
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "http",
"latencyMs": 250,
"operation": "unresolvable-url",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861308410
},
{
"data": {
"status": "ok",
"nodeType": "http"
},
"event": "node_end",
"nodeId": "4cc0b70b-3ecc-4415-af2f-e50d4f302786",
"timestamp": 1780861308410
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "528984be-b9ad-41c7-8b2e-ccbf275f7805",
"timestamp": 1780861308412
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1780861308412
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "528984be-b9ad-41c7-8b2e-ccbf275f7805",
"timestamp": 1780861308412
},
{
"data": {
"nodeType": "http"
},
"event": "node_start",
"nodeId": "b8898138-f987-4ef7-a5c1-d6d6b9c815f0",
"timestamp": 1780861308413
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "http",
"latencyMs": 250,
"operation": "unresolvable-url",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861308413
},
{
"data": {
"status": "ok",
"nodeType": "http"
},
"event": "node_end",
"nodeId": "b8898138-f987-4ef7-a5c1-d6d6b9c815f0",
"timestamp": 1780861308413
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "e68bea55-f43a-4143-afca-1348b35e5879",
"timestamp": 1780861308415
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1780861308415
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "e68bea55-f43a-4143-afca-1348b35e5879",
"timestamp": 1780861308415
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "1c0aa0c3-cee4-40f1-9e13-9365cc06443a",
"timestamp": 1780861308417
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1780861308417
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "1c0aa0c3-cee4-40f1-9e13-9365cc06443a",
"timestamp": 1780861308417
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "d2215cf8-49e1-433b-b9c3-a219e6432cba",
"timestamp": 1780861308418
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1780861308418
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "d2215cf8-49e1-433b-b9c3-a219e6432cba",
"timestamp": 1780861308418
},
{
"data": {
"nodeType": "http"
},
"event": "node_start",
"nodeId": "103825d0-8521-43c7-8246-9cc1faca42e1",
"timestamp": 1780861308420
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "http",
"latencyMs": 250,
"operation": "unresolvable-url",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861308420
},
{
"data": {
"status": "ok",
"nodeType": "http"
},
"event": "node_end",
"nodeId": "103825d0-8521-43c7-8246-9cc1faca42e1",
"timestamp": 1780861308420
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "98077f98-6dcf-4932-9363-19bf1fdc299e",
"timestamp": 1780861308421
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1780861308421
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "98077f98-6dcf-4932-9363-19bf1fdc299e",
"timestamp": 1780861308421
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "fefc8b87-d64e-4ff9-9f62-1ac3af2bf17e",
"timestamp": 1780861308422
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1780861308422
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "fefc8b87-d64e-4ff9-9f62-1ac3af2bf17e",
"timestamp": 1780861308422
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "83ac997d-6ba0-4eb7-bd6c-80671f03c56c",
"timestamp": 1780861308423
},
{
"data": {
"service": "whatsapp",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1780861308423
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "whatsapp",
"latencyMs": 250,
"operation": "mediaUrlGet",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861308675
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "83ac997d-6ba0-4eb7-bd6c-80671f03c56c",
"timestamp": 1780861308675
},
{
"data": {
"nodeType": "if"
},
"event": "node_start",
"nodeId": "56b23f60-57c3-4ea7-a4e8-64029a2e44c1",
"timestamp": 1780861308680
},
{
"event": "false branch",
"nodeId": "if",
"timestamp": 1780861308680
},
{
"data": {
"status": "ok",
"nodeType": "if"
},
"event": "node_end",
"nodeId": "56b23f60-57c3-4ea7-a4e8-64029a2e44c1",
"timestamp": 1780861308680
},
{
"data": {
"nodeType": "code"
},
"event": "node_start",
"nodeId": "fa733b7b-16a7-4a9b-86b3-88395535ecd5",
"timestamp": 1780861308680
},
{
"data": {
"status": "ok",
"nodeType": "code"
},
"event": "node_end",
"nodeId": "fa733b7b-16a7-4a9b-86b3-88395535ecd5",
"timestamp": 1780861308683
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "0d99c2fa-945b-487a-b929-742e8b1b6859",
"timestamp": 1780861308685
},
{
"data": {
"service": "whatsapp",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1780861308685
},
{
"data": {
"mode": "write",
"status": "ok",
"service": "whatsapp",
"latencyMs": 500,
"operation": "send",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861309188
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "0d99c2fa-945b-487a-b929-742e8b1b6859",
"timestamp": 1780861309188
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "046328e9-e948-479c-ac42-567877350f1e",
"timestamp": 1780861309193
},
{
"data": {
"service": "whatsapp",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1780861309193
},
{
"data": {
"mode": "write",
"status": "ok",
"service": "whatsapp",
"latencyMs": 500,
"operation": "send",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861309695
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "046328e9-e948-479c-ac42-567877350f1e",
"timestamp": 1780861309695
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "aa20a408-42ab-4011-9cea-331e23cda4ce",
"timestamp": 1780861309703
},
{
"data": {
"service": "whatsapp",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1780861309703
},
{
"data": {
"mode": "write",
"status": "ok",
"service": "whatsapp",
"latencyMs": 500,
"operation": "send",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861310205
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "aa20a408-42ab-4011-9cea-331e23cda4ce",
"timestamp": 1780861310205
},
{
"data": {
"nodeType": "set"
},
"event": "node_start",
"nodeId": "23b3750d-3638-4fd0-bab8-6082f53f19f9",
"timestamp": 1780861310211
},
{
"data": {
"inputKeys": [],
"mergeKeys": []
},
"event": "merged",
"nodeId": "set",
"timestamp": 1780861310211
},
{
"data": {
"status": "ok",
"nodeType": "set"
},
"event": "node_end",
"nodeId": "23b3750d-3638-4fd0-bab8-6082f53f19f9",
"timestamp": 1780861310211
},
{
"data": {
"nodeType": "set"
},
"event": "node_start",
"nodeId": "435c020b-826b-4946-b19e-f9663f4f9f23",
"timestamp": 1780861310213
},
{
"data": {
"inputKeys": [],
"mergeKeys": []
},
"event": "merged",
"nodeId": "set",
"timestamp": 1780861310213
},
{
"data": {
"status": "ok",
"nodeType": "set"
},
"event": "node_end",
"nodeId": "435c020b-826b-4946-b19e-f9663f4f9f23",
"timestamp": 1780861310213
},
{
"data": {
"nodeType": "set"
},
"event": "node_start",
"nodeId": "0139bb33-651e-4f37-901d-ccc705c9833a",
"timestamp": 1780861310215
},
{
"data": {
"inputKeys": [],
"mergeKeys": []
},
"event": "merged",
"nodeId": "set",
"timestamp": 1780861310215
},
{
"data": {
"status": "ok",
"nodeType": "set"
},
"event": "node_end",
"nodeId": "0139bb33-651e-4f37-901d-ccc705c9833a",
"timestamp": 1780861310215
},
{
"data": {
"nodeType": "set"
},
"event": "node_start",
"nodeId": "d66b7190-f83b-483e-b3f3-8c220e2c815f",
"timestamp": 1780861310216
},
{
"data": {
"inputKeys": [],
"mergeKeys": []
},
"event": "merged",
"nodeId": "set",
"timestamp": 1780861310216
},
{
"data": {
"status": "ok",
"nodeType": "set"
},
"event": "node_end",
"nodeId": "d66b7190-f83b-483e-b3f3-8c220e2c815f",
"timestamp": 1780861310216
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "20239933-418c-436f-b15b-c293043a0328",
"timestamp": 1780861310218
},
{
"data": {
"service": "whatsapp",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1780861310218
},
{
"data": {
"mode": "write",
"status": "ok",
"service": "whatsapp",
"latencyMs": 500,
"operation": "send",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861310720
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "20239933-418c-436f-b15b-c293043a0328",
"timestamp": 1780861310720
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "117fd705-1f64-4bcc-88db-357df679fa3d",
"timestamp": 1780861310726
},
{
"data": {
"service": "whatsapp",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1780861310726
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "whatsapp",
"latencyMs": 250,
"operation": "mediaUrlGet",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861310979
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "117fd705-1f64-4bcc-88db-357df679fa3d",
"timestamp": 1780861310979
},
{
"data": {
"nodeType": "integration"
},
"event": "node_start",
"nodeId": "3bf7364c-6263-4825-aec5-693adaed7d03",
"timestamp": 1780861310991
},
{
"data": {
"service": "whatsapp",
"resolved": false
},
"event": "credential_access",
"nodeId": "_context",
"timestamp": 1780861310992
},
{
"data": {
"mode": "read",
"status": "ok",
"service": "whatsapp",
"latencyMs": 250,
"operation": "mediaUrlGet",
"simulated": true
},
"event": "integration_mocked",
"nodeId": "integration",
"timestamp": 1780861311244
},
{
"data": {
"status": "ok",
"nodeType": "integration"
},
"event": "node_end",
"nodeId": "3bf7364c-6263-4825-aec5-693adaed7d03",
"timestamp": 1780861311244
},
{
"data": {
"nodeType": "passthrough"
},
"event": "node_start",
"nodeId": "b23f8467-480a-45c1-a7df-e512290a8e13",
"timestamp": 1780861311253
},
{
"data": {},
"event": "noOp",
"nodeId": "passthrough",
"timestamp": 1780861311253
},
{
"data": {
"status": "ok",
"nodeType": "passthrough"
},
"event": "node_end",
"nodeId": "b23f8467-480a-45c1-a7df-e512290a8e13",
"timestamp": 1780861311253
},
{
"data": {
"nodeType": "if"
},
"event": "node_start",
"nodeId": "f37e975b-c112-4af8-badd-1fdbdb90d2f5",
"timestamp": 1780861311255
},
{
"event": "false branch",
"nodeId": "if",
"timestamp": 1780861311255
},
{
"data": {
"status": "ok",
"nodeType": "if"
},
"event": "node_end",
"nodeId": "f37e975b-c112-4af8-badd-1fdbdb90d2f5",
"timestamp": 1780861311255
},
{
"data": {
"nodeType": "switch"
},
"event": "node_start",
"nodeId": "864be43a-e280-4c6d-bab4-878b88304807",
"timestamp": 1780861311256
},
{
"event": "no rule matched -> default",
"nodeId": "switch",
"timestamp": 1780861311256
},
{
"data": {
"status": "ok",
"nodeType": "switch"
},
"event": "node_end",
"nodeId": "864be43a-e280-4c6d-bab4-878b88304807",
"timestamp": 1780861311256
}
]