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AdvancedPremiumContent GenerationWebhook trigger23 nodes

Distill long emails for newsletters

Fires the moment a webhook arrives across Google Sheets, PostgreSQL and Telegram, summarises long text with an AI chain, then drops anything it has already handled. Built for newsletters, around a "Read Recent from PostgreSQL" step, in 23 documented nodes.

Distill long emails with PostgreSQL and Telegram for your team. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for content creation & media. It fires on a webhook and orchestrates 23 nodes across Google Sheets, PostgreSQL, Telegram. 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. Nothing slips through the cracks.

Key benefits

  • Keeps Google Sheets and PostgreSQL in step for newsletters, without anyone re-typing a row
  • Safe to re-run: records already in Google Sheets or PostgreSQL are skipped, across all 23 nodes of this newsletters build
  • A failed Google Sheets or PostgreSQL call is retried rather than dropped, at any of the 23 nodes in this newsletters build
  • The newsletters AI step is isolated from Google Sheets, so models swap without touching the other 23 nodes
  • Fans the same result out to Telegram in the same run, for newsletters

Use cases

  • Teams keeping Google Sheets and PostgreSQL aligned by hand for newsletters
  • Pushing newsletters events into Google Sheets and PostgreSQL the moment they land, not on the next poll
  • Newsletters work where "Read Recent from PostgreSQL" is still a manual step before Google Sheets
  • Newsletters work that only reaches Google Sheets when a webhook arrives, when someone remembers to start it

Integrations

Google SheetsPostgreSQLTelegramSlackHTTP / REST APIGoogle Gemini

Workflow preview (23 nodes)

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

On Telegram EventTelegram TriggerRead Recent from Postgr…PostgresNewest FirstSortTrim to Digest SizeLimitSummarize Content (AI)Chain SummarizationGoogle Gemini Chat ModelLm Chat Google GeminiRender as HTMLMarkdownPost Digest to TelegramTelegramArchive Digest in Googl…Google SheetsLoad Previous SnapshotPostgresCompute Drift vs Snapsh…CodeFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesSerialize Run Output (C…Convert To FileArchive Row SnapshotPostgresEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to TelegramTelegramCapture Failure ContextSetEscalate Failure to Sla…SlackPark 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 SummarizationCodeConvert To FileGoogle SheetsHttp RequestLimitLm Chat Google GeminiMarkdownPostgresRemove DuplicatesSetSlackSortTelegramTelegram Trigger

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
  • Moving data between Telegram, PostgreSQL and Google Sheets in a single run
  • Adding retries and an explicit error path to external calls

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 (Google Sheets, PostgreSQL, Telegram, Slack, …). 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.