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AdvancedPremiumAI AgentsWebhook trigger23 nodes

Summarize long emails: MySQL & Telegram

Fires the moment a webhook arrives across MySQL, Telegram and Google Sheets, scores the sentiment of every message, then branches on the check before anything is written. Built for research assistant, around a "Detect Sentiment" step, in 23 documented nodes.

Summarize long emails with MySQL and Telegram on autopilot. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for AI & automation. It fires on a webhook and orchestrates 23 nodes across MySQL, Telegram, 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. Nothing slips through the cracks.

Key benefits

  • Keeps MySQL and Telegram in step for research assistant, without anyone re-typing a row
  • Safe to re-run: records already in MySQL or Telegram are skipped, across all 23 nodes of this research-assistant build
  • A failed MySQL or Telegram call is retried rather than dropped, at any of the 23 nodes in this research-assistant build
  • Bad input stops the run for research assistant instead of landing in MySQL
  • Branches rejoin before MySQL, so a research-assistant run reports once rather than 23 times

Use cases

  • Teams keeping MySQL and Telegram aligned by hand for research assistant
  • Pushing research-assistant events into MySQL and Telegram the moment they land, not on the next poll
  • Research assistant work where "Detect Sentiment" is still a manual step before MySQL
  • Research assistant work that only reaches MySQL when a webhook arrives, when someone remembers to start it

Integrations

MySQLTelegramGoogle SheetsSlackAnthropic

Workflow preview (23 nodes)

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

Receive Inbound WebhookWebhookRequired Fields Present?IfAbort — Malformed InputStop And ErrorDetect SentimentSentiment AnalysisAnthropic Chat ModelLm Chat AnthropicEscalate Negative — Tel…TelegramLog Neutral FeedbackMy SqlThank the SenderSlackCollect All OutcomesMergeLoad Previous SnapshotGoogle SheetsCompute Drift vs Snapsh…CodeFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesStamp Completion TimeDate TimePersist Run MetadataExecution DataSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsSummarize Run StatsSetAppend Audit Row (MySQL)My SqlSend Summary to TelegramTelegramCapture Failure ContextSetEscalate Failure to Tel…TelegramPark in Dead-Letter Que…My Sql

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.

CodeConvert To FileDate TimeExecution DataGoogle SheetsIfLm Chat AnthropicMergeMy SqlRemove DuplicatesSentiment AnalysisSetSlackStop And ErrorTelegramWebhook

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 Telegram, MySQL 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 (MySQL, Telegram, Google Sheets, 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.