AI-Powered Slack Channel Summarizer
detail.loadingPreview
Automatically generate concise summaries of your Slack channel conversations on demand. This powerful workflow uses AI to distill the essence of recent discussions, saving you valuable time and ensuring you stay informed without sifting through countless messages.
About This Workflow
Tired of missing crucial information in lengthy Slack threads? This n8n workflow revolutionizes how you consume channel discussions. Triggered by a simple webhook, it fetches the last 10 messages from a designated Slack channel. The collected messages are then seamlessly fed into an OpenAI Chat Model, leveraging the power of gpt-4o-mini to generate a precise and context-aware summary. The result? Instant insights delivered directly back to your initiating system, eliminating information overload and boosting team productivity. It's an essential tool for project managers, team leads, or anyone needing to quickly grasp the core of a conversation.
Key Features
- On-Demand AI Summarization: Trigger summaries instantly via a customizable webhook.
- Effortless Slack Integration: Automatically pull recent messages from any specified Slack channel.
- Advanced LLM Capabilities: Utilizes OpenAI's
gpt-4o-minifor accurate and context-rich summaries. - Customizable Prompting: Tailor the summarization prompt to meet specific output requirements.
- Instant Response Delivery: Receive the summarized conversation directly as the webhook response.
How To Use
- Configure Webhook Trigger: Set up the
Webhooknode to respond to your preferred external trigger (e.g., a custom Slack command, a button click from another app). Ensure yourcredentialsare correctly linked. - Connect to Slack: Provide your
Slack accountcredentials. In theSlacknode, select the specificChannel IDyou wish to summarize. The default fetches the last 10 messages, which you can adjust. - Aggregate Messages: The
Aggregatenode is pre-configured to extract and combine thetextfield from the Slack messages. No changes are typically needed here. - Connect OpenAI: Link your
OpenAi accountcredentials to theOpenAI Chat Modelnode. Thegpt-4o-minimodel is selected by default for efficient summarization. - Review LLM Prompt: In the
Basic LLM Chainnode, review the prompt:=Summarize the following conversation.... Adjust it if you have specific formatting or summarization requirements for the AI. - Receive Summary: The
Respond to Webhooknode will automatically send the AI-generated summary back as the response to your initial webhook call.
Apps Used
Workflow JSON
{
"id": "ef91f23c-5880-4db2-b84b-1bba5a211813",
"name": "AI-Powered Slack Channel Summarizer",
"nodes": 9,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: ef91f23c-5880...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
Statistics
Related Workflows
Discover more workflows you might like
Instant WooCommerce Order Notifications via Telegram
When a new order is placed on your WooCommerce store, instantly receive detailed notifications directly to your Telegram chat. Stay on top of your e-commerce operations with real-time alerts, including order specifics and a direct link to view the order.
On-Demand Microsoft SQL Query Execution
This workflow allows you to manually trigger and execute any SQL query against your Microsoft SQL Server database. Perfect for ad-hoc data lookups, administrative tasks, or quick tests, giving you direct control over your database operations.
Automate Getty Images Editorial Search & CMS Integration
This n8n workflow automates searching for editorial images on Getty Images, extracts key details and embed codes, and prepares them for seamless integration into your Content Management System (CMS), streamlining your content creation process.