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AdvancedProfessionalRAG / Knowledge BaseWebhook trigger19 nodes

Summarize meeting notes: Telegram & Notion

Fires the moment a webhook arrives across Telegram, Notion and Slack, scores the sentiment of every message, then branches on the check before anything is written. Built for embeddings, around a "Stamp & Shape Document" step, in 19 documented nodes.

Summarize meeting notes with Notion and Telegram with instant alerts. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for AI & automation. It fires on a webhook and orchestrates 19 nodes across Telegram, Notion, 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. What used to take a morning now runs on its own.

Key benefits

  • Keeps Telegram and Notion in step for embeddings, without anyone re-typing a row
  • A failed Telegram or Notion call is retried rather than dropped, at any of the 19 nodes in this embeddings build
  • Branches rejoin before Telegram, so a embeddings run reports once rather than 19 times
  • Fans the same result out to Slack in the same run, for embeddings
  • Pinned sample data ships with it — run all 19 nodes for embeddings before wiring Telegram

Use cases

  • Teams keeping Telegram and Notion aligned by hand for embeddings
  • Pushing embeddings events into Telegram and Notion the moment they land, not on the next poll
  • Embeddings work where "Stamp & Shape Document" is still a manual step before Telegram
  • Embeddings work that only reaches Telegram when a webhook arrives, when someone remembers to start it

Integrations

TelegramNotionSlackAnthropic

Workflow preview (19 nodes)

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

On Telegram EventTelegram TriggerStamp & Shape DocumentSetPayload Valid?IfRecord Rejected InputNotionDetect SentimentSentiment AnalysisAnthropic Chat ModelLm Chat AnthropicEscalate Negative — Tel…TelegramLog Neutral FeedbackNotionThank the SenderSlackCollect All OutcomesMergeStamp Processing TimeDate TimeCap Batch VolumeLimitGuard Non-Empty titleFilterSort Documents Newest F…SortSummarize Run StatsSetAppend Audit Row (Notio…NotionSend Summary to TelegramTelegramCapture Failure ContextSetEscalate Failure to Tel…Telegram

What's inside (19 nodes)

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

Date TimeFilterIfLimitLm Chat AnthropicMergeNotionSentiment AnalysisSetSlackSortTelegramTelegram 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, Notion 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, Notion, 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.