Automate AI Chatbot Responses from Confluence Page Data

This n8n workflow automates interactions with an AI chatbot to retrieve and analyze content from Confluence pages, providing dynamic responses to user queries.

n8n
Automate AI Chatbot Responses from Confluence Page Data

The workflow begins by receiving a chat message that triggers the process. It retrieves the specified Confluence page content using the Confluence REST API, converts the HTML content to Markdown, and processes it with an AI agent. The AI agent, powered by OpenAI, provides context-aware responses based on the page content. The responses can be sent via Telegram, allowing for seamless communication and insights extraction.

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Last updated September 5, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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