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AdvancedPremiumDocument ProcessingWebhook trigger23 nodes

Digest long emails with Slack & PostgreSQL

Fires the moment a webhook arrives across Slack, PostgreSQL and Gmail, summarises long text with an AI chain, then drops anything it has already handled. Built for summarization, around a "Pull Fresh Items (API)" step, in 23 documented nodes.

Digest long emails with PostgreSQL and Gmail and log the results. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for legal & compliance. It fires on a webhook and orchestrates 23 nodes across Slack, HTTP / REST API, PostgreSQL. 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 Slack and PostgreSQL in step for summarization, without anyone re-typing a row
  • Safe to re-run: records already in Slack or PostgreSQL are skipped, across all 23 nodes of this summarization build
  • A failed Slack or PostgreSQL call is retried rather than dropped, at any of the 23 nodes in this summarization build
  • Every summarization run leaves an audit row behind, alongside Slack
  • The summarization AI step is isolated from Slack, so models swap without touching the other 23 nodes

Use cases

  • Teams keeping Slack and PostgreSQL aligned by hand for summarization
  • Pushing summarization events into Slack and PostgreSQL the moment they land, not on the next poll
  • Summarization work where "Pull Fresh Items (API)" is still a manual step before Slack
  • Summarization work that only reaches Slack when a webhook arrives, when someone remembers to start it

Integrations

SlackHTTP / REST APIPostgreSQLGmailGoogle SheetsGoogle Gemini

Workflow preview (23 nodes)

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

Receive Inbound WebhookWebhookPull Fresh Items (API)Http RequestNewest FirstSortTrim to Digest SizeLimitSummarize Content (AI)Chain SummarizationGoogle Gemini Chat ModelLm Chat Google GeminiRender as HTMLMarkdownPost Digest to GmailGmailPost Digest to SlackSlackConfirm All SendsMergeArchive Digest in Postg…PostgresEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesStamp Completion TimeDate TimePersist Run MetadataExecution DataSummarize Run StatsSetAppend Audit Row (Postg…PostgresSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Gma…GmailPark in Dead-Letter Que…Google Sheets

What's inside (23 nodes)

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

Chain SummarizationCodeDate TimeExecution DataGmailGoogle SheetsHttp RequestLimitLm Chat Google GeminiMarkdownMergePostgresRemove DuplicatesSetSlackSortWebhook

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.

  • Using a Chain for fixed AI steps instead of paying for an Agent
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Gmail, Slack and PostgreSQL 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 (Slack, HTTP / REST API, PostgreSQL, Gmail, …). 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.