💬 GPT-5 Slack Impersonation Agent with RAG – Auto-Respond to Messages Using Live Project Docs
Let AI handle your Slack conversations — and always have the right answer.
This n8n workflow transforms GPT-5 into your on-brand Slack assistant, capable of responding as you in real-time while referencing a Google Docs RAG (Retrieval-Augmented Generation) document for accurate project updates.
Watch step-by-step build like these on:
https://www.youtube.com/@automatewithmarc
Here’s how it works:
Listens for Slack mentions or messages — triggered instantly when someone talks to you.
Understands the conversation context using GPT-5 and conversation memory.
Retrieves the latest project updates from your linked Google Doc via RAG.
Responds in Slack as you — maintaining your tone, style, and workplace personality.
Key Features & Benefits:
🧠 RAG-powered accuracy – Always pulls the latest info from your project docs.
🤖 GPT-5 natural conversation – Replies feel human, friendly, and context-aware.
⚡ Instant responses – No more message backlog or missed updates.
🎯 Impersonation mode – Sends replies under your Slack name for seamless collaboration.
🔄 Continuous conversation memory – Keeps track of what was said before.
Ideal Use Cases:
Acting as a stand-in during busy periods so no message goes unanswered.
Project managers who want instant, document-backed answers.
Customer support or client-facing roles needing quick, accurate replies.
Included Integrations:
Slack Trigger & Send Message – Listen and reply in real-time.
GPT-5 Agent – Craft context-aware, on-brand responses.
Google Docs Tool – Pull live data from your RAG document.
Conversation Memory – Maintain context across messages.
💡 Pro Tip: Customize the system prompt to mimic your exact tone and integrate with multiple docs for broader knowledge coverage.