Idealist Consulting - RAG Chatbot

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Executions Per Success/Fail

Overall Success/Fail Ratio

Executions

Peak Hours Heatmap

Duration vs Time of Day

Response Time Percentiles

Execution Duration Over Time

Token Usage Logs

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IDModelStatusInput TokensOutput TokensTotal TokensInput CostOutput CostTotal CostDate
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Connect to n8n

Trigger Node

  1. 1.Click button above to copy the pre-configured webhook node
  2. 2.Open your n8n workflow editor
  3. 3.Press Ctrl+V (or ⌘+V) to paste
  4. 4.Connect node to your workflow
View Trigger API

Pro Tips

Test mode: Click Listen for Test Event in the webhook node to activate it before firing from the dashboard — n8n only receives test data while listening.

Production mode: Save and activate your workflow (toggle it on) so the production webhook is always-on and ready to receive dashboard triggers.

Capture Lead Node

  1. 1.Replace the example field values with dynamic data from your workflow
  2. 2.Open your n8n workflow editor
  3. 3.Press Ctrl+V (or ⌘+V) to paste
  4. 4.Connect node to your workflow. Only first_name, last_name, and email are required
View Leads API

Pro Tip — Duplicate Handling

Duplicate detection runs automatically on email. Append ?on_duplicate=update to the URL to update existing records instead of ignoring them — great for enrichment workflows that re-process the same contacts.

Custom Payload Node

  1. 1.Replace example values — the payload field accepts any JSON object and task_type is free-form text for categorization
  2. 2.Open your n8n workflow editor
  3. 3.Press Ctrl+V (or ⌘+V) to paste
  4. 4.Connect node to your workflow
View Payloads API

Pro Tip — Human-in-the-Loop

Set human_interaction to true to pause the workflow and queue a review card in the dashboard. Once a reviewer approves or denies, the decision is sent back to n8n via webhook so your workflow can branch on the outcome.

Post Media Node

  1. 1.Replace example values — only title and media_type are required
  2. 2.Open your n8n workflow editor
  3. 3.Press Ctrl+V (or ⌘+V) to paste
  4. 4.Connect node to your workflow
View Media API

Pro Tips

Auto-resolved metadata: YouTube and Vimeo URLs automatically populate thumbnail_url and embed_url — you don't need to set those fields manually.

Auto-create collections: Pass collection_name instead of collection_id and the collection will be created automatically if it doesn't exist yet.

AI Token Usage Tracking Node

  1. 1.Fill in input_tokens and output_tokens from your AI node's output and set model_id to the model you used
  2. 2.Open your n8n workflow editor
  3. 3.Press Ctrl+V (or ⌘+V) to paste
  4. 4.Place after every AI node — one tracking node per model call for accurate per-execution cost breakdown
View Token Usage API

Pro Tips

Model IDs matter: Use the exact model identifier string (e.g. gpt-4, claude-3-opus-20240229) for cost to be calculated — unknown model IDs are stored but priced at $0.

Aggregated stats: View total cost and token history for this workflow at /api/token-usage/{workflow_id}/stats.

Pro Tips

Chain all nodes in one workflow: Trigger → AI step → Capture Lead → Post Custom Payload → Log Token Usage. Each node is independent so you can add or remove them without breaking the chain.

Pass execution context forward: Use ={{ $workflow.id }} and ={{ $execution.id }} in every node — this links leads, payloads, media, and token records back to the same run for full traceability.

Use human_interaction: true as a gate: Any node that posts to the API can pause the workflow for human review. Set it on Custom Payload or Media nodes when the output needs sign-off before the workflow continues downstream.

Rate limit awareness: The trigger endpoint is limited to 60 requests per minute. For batch processing, use n8n's built-in rate-limiting or introduce a Wait node between iterations.

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