Give your team quick answers from Confluence without hunting through pages. A chat message starts a guided lookup that pulls the right page content and turns it into a clear reply for support use. It is great for help desks and internal teams who rely on Confluence for policies, guides, and FAQs.
Here is how it works. A chat message triggers the flow and sets global page IDs to search. The system calls the Confluence API to find the page by ID, then requests the page body in storage format. The content is converted from HTML to clean markdown for better reading. An AI agent with chat memory uses this context to draft the answer and sends it back to chat and to Telegram for fast sharing. The design includes item splitting, schema mapping, and memory so replies stay on topic.
You will need a Confluence API token, an OpenAI API key, and a Telegram bot token. Expect faster support replies and less time spent reading long pages. Teams can reuse the same knowledge with less copy and paste, which reduces mistakes. Common uses include standard operating procedures, product FAQs, and internal setup steps that staff ask about often.