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AdvancedProfessionalRAG / Knowledge BaseWebhook trigger19 nodes

Digest documents with Slack & MySQL

Fires the moment a webhook arrives across Slack and MySQL, scores the sentiment of every message, then branches on the check before anything is written. Built for document search, around a "Detect Sentiment" step, in 19 documented nodes.

Digest documents with MySQL and Slack hands-free. 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 Slack, MySQL. 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 Slack and MySQL in step for document search, without anyone re-typing a row
  • A failed Slack or MySQL call is retried rather than dropped, at any of the 19 nodes in this document-search build
  • Bad input stops the run for document search instead of landing in Slack
  • Branches rejoin before Slack, so a document-search run reports once rather than 19 times
  • Pinned sample data ships with it — run all 19 nodes for document search before wiring Slack

Use cases

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

Integrations

SlackMySQLOpenAI

Workflow preview (19 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 AnalysisOpenAI Chat ModelLm Chat Open AiEscalate Negative — Sla…SlackLog Neutral FeedbackMy SqlThank the SenderSlackCollect All OutcomesMergeTag Pipeline MetadataSetAlign Field NamesRename KeysGuard Non-Empty titleFilterCap Batch VolumeLimitSort Documents Newest F…SortSummarize Run StatsSetAppend Audit Row (MySQL)My SqlSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…Slack

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.

FilterIfLimitLm Chat Open AiMergeMy SqlRename KeysSentiment AnalysisSetSlackSortStop And ErrorWebhook

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 Slack and MySQL 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, MySQL). 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.