AI Agent Confluence Knowledge Base Tool
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This n8n workflow acts as a crucial knowledge base tool, enabling AI agents to dynamically search Confluence for relevant information. It processes queries, retrieves key details like titles, links, and content excerpts, and formats them for seamless integration into an LLM's final response.
About This Workflow
This powerful n8n workflow acts as a specialized Knowledge Base Tool designed to empower your AI Agents with real-time access to your Confluence documentation. It meticulously accepts incoming queries from a parent AI workflow, performing targeted searches within your Confluence instance. By extracting crucial information such as article titles, direct links, and concise content excerpts, it prepares a structured response. This formatted data is then fed back to your AI Agent, providing the essential context required for generating accurate, comprehensive, and highly relevant answers, ultimately streamlining IT support Q&A workflows and enriching user interactions.
Key Features
- Seamless AI Agent Integration: Designed to work as a sub-workflow, receiving queries and returning structured data to parent AI agents or LLMs.
- Dynamic Confluence Search: Executes targeted searches against your Confluence knowledge base using incoming query parameters.
- Structured Output for LLMs: Formats retrieved information (title, URL, content excerpt) into an easily consumable structure for AI context.
- Customizable Knowledge Source: Easily adaptable to integrate with other knowledge base platforms by modifying the HTTP Request node.
- Secure API Access: Utilizes HTTP Basic Authentication for secure interaction with your Confluence API.
How To Use
- Integrate with Parent Workflow: Ensure your main AI Agent workflow passes the user's
queryas an input to the "Execute Workflow Trigger" node. - Configure Confluence Access: Update the "Query Confluence" node's URL to point to your specific Confluence instance (e.g.,
https://your-domain.atlassian.net/wiki/rest/api/search). - Set Up API Credentials: Create and select an n8n HTTP Basic Auth credential with your Confluence username (API token) and API key for the "Query Confluence" node.
- Refine Search Query (Optional): If needed, adjust the
cqlvalue in the "Query Confluence" node's query parameters to optimize search logic for your Confluence content. - Customize Output Format: Review the "Return Tool Response" node and modify the output (
title,link,Content) if your AI Agent requires a different structure or additional data points from Confluence search results.
Apps Used
Workflow JSON
{
"id": "14cce95c-679c-4593-8536-b346a814eb2f",
"name": "AI Agent Confluence Knowledge Base Tool",
"nodes": 21,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 14cce95c-679c...
About the Author
DevOps_Master_X
Infrastructure Expert
Specializing in CI/CD pipelines, Docker, and Kubernetes automations.
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