# AI-powered Telegram bot for answering Confluence documentation questions
This automation template enables users to ask questions in Telegram, while the bot retrieves relevant information from Confluence, processes it with AI, and returns a clear answer. The system supports conversation memory for contextual responses. Ideal for teams that rely on fast, accurate access to internal documentation.
## Who it´s for
- Technical specialists using Confluence for documentation
- Support teams needing quick answers to common queries
- Project managers automating knowledge access
- Administrators integrating corporate wikis with messaging apps
## What the automation does
- Receives user messages via Telegram
- Finds the relevant Confluence page by ID or keywords
- Converts HTML content to Markdown for optimal AI processing
- Sends context and query to a GPT-based agent via OpenAI API
- Generates structured, natural-language responses with dialogue history (Window Buffer Memory)
- Returns the answer directly in the Telegram chat
- Supports interactive use cases: fetching links, explaining procedures, extracting document snippets
## What´s included
- Ready-to-use n8n workflow
- Trigger logic for incoming messages and manual activation
- Integrations with Confluence, Telegram, and OpenAI via HTTP API and LangChain
- Pre-configured AI agent with context management
- Basic setup and adaptation guide
## Requirements for setup
- n8n instance with external API access
- Telegram bot with valid access token
- Confluence account with API token and space URL
- OpenAI account with active API key
- Basic understanding of JSON, APIs, and environment variables
## Benefits and outcomes
- Reduces information lookup time to seconds
- Lowers dependency on subject matter experts
- Accelerates onboarding of new team members
- Automates routine documentation queries
- Provides single-point knowledge access via a familiar messenger
- Scales operations without increasing headcount
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
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