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IntermediateProfessionalContent GenerationWebhook trigger18 nodes

Summarize long emails: Telegram & PostgreSQL

Fires the moment a webhook arrives across Telegram, PostgreSQL and Slack, pulls structured fields out of free text, then branches on the check before anything is written. Built for newsletters, around a "Collect Raw Text" step, in 18 documented nodes.

Summarize long emails with PostgreSQL and Telegram on autopilot. 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 18 nodes across Telegram, PostgreSQL, Slack. 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 Telegram and PostgreSQL in step for newsletters, without anyone re-typing a row
  • A failed Telegram or PostgreSQL call is retried rather than dropped, at any of the 18 nodes in this newsletters build
  • Branches rejoin before Telegram, so a newsletters run reports once rather than 18 times
  • Every newsletters run leaves an audit row behind, alongside Telegram
  • Fans the same result out to Slack in the same run, for newsletters

Use cases

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

Integrations

TelegramPostgreSQLSlackGroq

Workflow preview (18 nodes)

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

On Telegram EventTelegram TriggerCollect Raw TextSetExtract Structured Fiel…Information ExtractorGroq Chat ModelLm Chat GroqAll Required Fields Fou…IfUpsert into PostgreSQLPostgresQueue for Manual ReviewTelegramMerge Review PathsMergeSort Drafts Newest FirstSortTag Pipeline MetadataSetGuard Non-Empty topicFilterCap Batch VolumeLimitSave Execution MetadataExecution DataSummarize Run StatsSetAppend Audit Row (Postg…PostgresSend Summary to TelegramTelegramCapture Failure ContextSetEscalate Failure to Sla…Slack

What's inside (18 nodes)

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

Execution DataFilterIfInformation ExtractorLimitLm Chat GroqMergePostgresSetSlackSortTelegramTelegram 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

Advanced level

Adds branching depth and audit logging on top of the core pattern.

  • Routing classified output into separate action branches
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Telegram, PostgreSQL and Slack 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 (Telegram, PostgreSQL, 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.