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n8n-nodes-verica

v0.1.5

Published

n8n community node: send your AI Agent / LLM executions to Verica as evaluable traces.

Readme

n8n-nodes-verica

n8n community node that sends your AI Agent / LLM executions to Verica as evaluable traces.

Install

  • Self-hosted n8n: Settings → Community Nodes → Install n8n-nodes-verica.
  • n8n Cloud: available once the node is verified; meanwhile use the importable recipe from Verica's Connect dialog (Traces → Connect → n8n).

Usage

  1. Create a Verica API credential: an ingest token (Verica → Settings → API tokens, with the ingest scope). The endpoint defaults to the Verica cloud.
  2. Drop Verica Trace after your AI Agent (or any LLM step). The defaults read $json.output, $json.chatInput, $json.intermediateSteps and $json.sessionId; set Model so the trace can be priced. It works after the AI Agent or "Message a model" out of the box: object outputs are flattened to text automatically.
  3. Enable Return intermediate steps on the AI Agent so tool calls land in the trace (Verica's tool_check grader can then assert on them).

With "Message a model" (OpenAI Responses API), token usage is picked up from the response automatically: adding the Input Tokens / Output Tokens options captures the response's usage, including the Reasoning Tokens (a breakdown of output tokens) and Cached Tokens (a breakdown of input tokens, priced at the cache rate) when the response reports them. The response does not echo your prompt: map Input to the node's parameter, e.g. {{ $('Message a model').params.responses.values[0].content }} (hover the Prompt field to confirm the parameter path in your n8n version).

Tool calls in the trace need a node that emits them. The AI Agent does (enable Return intermediate steps); "Message a model" with attached tools runs its tool loop internally and returns only the final answer, so its executed calls are not capturable downstream. For tool-using workflows, use the AI Agent.

With an AI Agent, map Model to the chat-model sub-node's parameter, e.g. {{ $('OpenAI Chat Model').params.model.value || $('OpenAI Chat Model').params.model }}. Token usage is NOT capturable in agent workflows: n8n does not propagate the chat model's tokenUsage to the agent output or to downstream expressions (open issue n8n#26302); the trace lands without tokens/cost but stays fully evaluable.

The node is fail-open: an export error never breaks your workflow; the item passes through with a vericaError annotation instead.

License

MIT