Integration Flowise with Langfuse, model and token are not in Langfuse

[mdtelvivait]

Hi, i'm asking for help cause i don't know what else i can do
I'm using Flowise 3.0.5 (selfhosted) and agentflowsV2
I have connected my agent to Langfuse (cloud)

Traces are correctly being ingested by Langfuse. I can see sessions, traces, observations...but i don't get any information regarding models or tokens

There not so much i can do at langfuse side, and i don't know what whould i do in Flowise side in order to Langfuse to ingest information regarding models and tokens

Json i get from Flowise when invoqued is shown above

I can see there is information regarding models and tokens

{
"text": "Los datos que mencioné son de 2022, según el Instituto Nacional de Estadística (INE) de España.",
"question": "¿De que año son esos datos?",
"chatId": "234243579284759287531",
"chatMessageId": "d79acc9e-5b58-4869-8b20-9ed3a7209761",
"executionId": "e07e1046-3128-44cd-90da-61458b1aa0b6",
"agentFlowExecutedData": [
{
"nodeId": "startAgentflow_0",
"nodeLabel": "Start",
"data": {
"id": "startAgentflow_0",
"name": "startAgentflow",
"input": {
"question": "¿De que año son esos datos?"
},
"output": {
"question": "¿De que año son esos datos?"
},
"state": {}
},
"previousNodeIds": [],
"status": "FINISHED"
},
{
"nodeId": "agentAgentflow_0",
"nodeLabel": "Agente",
"data": {
"id": "agentAgentflow_0",
"name": "agentAgentflow",
"input": {
"messages": [
{
"role": "system",
"content": "Si el usuario se despide devuelve solo la cadena "AGENTE"\n\nResponde a lo que te pregunten"
},
{
"role": "user",
"content": "¿Cuantos habitantes tiene la provincia de León?"
},
{
"role": "assistant",
"content": "Según los datos del Instituto Nacional de Estadística (INE) de España, la provincia de León tenía aproximadamente 451,706 habitantes en 2022. Ten en cuenta que estas cifras pueden cambiar con el tiempo a medida que se actualizan los censos."
},
{
"role": "user",
"content": "¿De que año son esos datos?"
}
],
"agentModel": "chatOpenAI",
"agentEnableMemory": true,
"agentMemoryType": "allMessages",
"agentReturnResponseAs": "userMessage",
"agentModelConfig": {
"cache": "",
"modelName": "gpt-4o",
"temperature": 0.9,
"streaming": true,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"strictToolCalling": "",
"stopSequence": "",
"basepath": "",
"proxyUrl": "",
"baseOptions": "",
"allowImageUploads": "",
"reasoning": "",
"agentModel": "chatOpenAI"
}
},
"output": {
"content": "Los datos que mencioné son de 2022, según el Instituto Nacional de Estadística (INE) de España.",
"timeMetadata": {
"start": 1758707837215,
"end": 1758707838402,
"delta": 1187
},
"calledTools": [],
"usageMetadata": {
"input_tokens": 149,
"output_tokens": 24,
"total_tokens": 173,
"input_token_details": {
"audio": 0,
"cache_read": 0
},
"output_token_details": {
"audio": 0,
"reasoning": 0
},
"tool_call_tokens": 0
},
"responseMetadata": {
"prompt": 0,
"completion": 0,
"usage": {
"prompt_tokens": 149,
"completion_tokens": 24,
"total_tokens": 173,
"prompt_tokens_details": {
"cached_tokens": 0,
"audio_tokens": 0
},
"completion_tokens_details": {
"reasoning_tokens": 0,
"audio_tokens": 0,
"accepted_prediction_tokens": 0,
"rejected_prediction_tokens": 0
}
},
"finish_reason": "stop",
"system_fingerprint": "fp_cbf1785567",
"model_name": "gpt-4o-2024-08-06",
"service_tier": "default"
}
},
"state": {},
"chatHistory": [
{
"role": "user",
"content": "¿De que año son esos datos?"
},
{
"role": "user",
"content": "Los datos que mencioné son de 2022, según el Instituto Nacional de Estadística (INE) de España.",
"name": "agente"
}
]
},
"previousNodeIds": [
"startAgentflow_0"
],
"status": "FINISHED"
}
],
"sessionId": "234243579284759287531"
}

Thanks in advance
Alfredo

[psanchezmolina]

I think none of the Analyse Chatflow modules are working in the new Agentflow v2. I have tried Langfuse, Lunary, and LangWatch