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AdvancedPremiumRAG / Knowledge BaseWebhook trigger24 nodes

Digest long emails: Airtable, webhook

Fires the moment a webhook arrives across Airtable, Slack and Google Sheets, pulls structured fields out of free text, then branches on the check before anything is written. Built for document search, around a "Collect Raw Text" step, in 24 documented nodes.

Digest long emails with Airtable and Microsoft Teams at scale. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for AI & automation. It fires on a webhook and orchestrates 24 nodes across Airtable, Slack, Google Sheets. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. Your team sees the right data at the right time.

Key benefits

  • Keeps Airtable and Slack in step for document search, without anyone re-typing a row
  • Safe to re-run: records already in Airtable or Slack are skipped, across all 24 nodes of this document-search build
  • A failed Airtable or Slack call is retried rather than dropped, at any of the 24 nodes in this document-search build
  • Branches rejoin before Airtable, so a document-search run reports once rather than 24 times
  • Every document-search run leaves an audit row behind, alongside Airtable

Use cases

  • Teams keeping Airtable and Slack aligned by hand for document search
  • Pushing document-search events into Airtable and Slack the moment they land, not on the next poll
  • Document search work where "Collect Raw Text" is still a manual step before Airtable
  • Document search work that only reaches Airtable when a webhook arrives, when someone remembers to start it

Integrations

AirtableSlackGoogle SheetsHTTP / REST APIMicrosoft TeamsGroq

Workflow preview (24 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Receive Inbound WebhookWebhookCollect Raw TextSetExtract Structured Fiel…Information ExtractorGroq Chat ModelLm Chat GroqAll Required Fields Fou…IfUpsert into AirtableAirtableQueue for Manual ReviewSlackMerge Review PathsMergeStamp Completion TimeDate TimePersist Run MetadataExecution DataEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesLoad Previous SnapshotAirtableCompute Drift vs Snapsh…CodeSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Mic…Microsoft TeamsPark in Dead-Letter Que…Airtable

What's inside (24 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

AirtableCodeConvert To FileDate TimeExecution DataGoogle SheetsHttp RequestIfInformation ExtractorLm Chat GroqMergeMicrosoft TeamsRemove DuplicatesSetSlackWebhook

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Production level

Production-grade: idempotency, dead-letter handling, and reconciliation included.

  • Routing classified output into separate action branches
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Airtable, Slack and Google Sheets in a single run

Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.

Common questions

What exactly do I get?

The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.

How do I import it into n8n?

In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.

Do I need anything else for it to work?

You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Airtable, Slack, Google Sheets, HTTP / REST API, …). No coding is required.

What if it doesn't work for me?

If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.

Can I modify or resell it?

You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.

Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.