AI Chatbot Integration for Slack with RAG System

• Instantly answer employee questions about company policies and procedures.
• Provide quick access to internal documentation and resources.
• Enhance team productivity by reducing time spent searching for information.
• Automate responses to common inquiries, freeing up HR and IT staff.

Triggers on Slack messages mentioning the bot. Processes the message through an AI agent for understanding. Retrieves relevant information from the company's document repository using RAG. Formats the response for Slack and sends it back to the user.

1. 1
   Import the workflow into your n8n instance.
2. 2
   Configure Slack credentials for the bot.
3. 3
   Set up the Qdrant collection for document retrieval.
4. 4
   Define the AI agent's system message for accurate responses.
5. 5
   Test the workflow by sending a message to the Slack bot.