User Documentation
Welcome to the QDrant Loader user documentation! This section provides comprehensive guides for using QDrant Loader effectively, whether you're a content creator, researcher, system administrator, or anyone who needs to work with technical content and AI-powered tools.
🎯 What You'll Find Here
This documentation is organized to help you accomplish specific tasks and understand all the features available to you:
📚 Detailed Guides
- Data Sources - Complete guides for all supported data sources
- File Conversion - Everything about processing different file types
- MCP Server - AI development integration and search capabilities
- Workflows - Common, CI/CD, content management, development, and team collaboration
⚙️ Configuration
- Configuration Reference - Complete configuration options and examples
- Environment Variables - All environment settings explained
🖥️ Command Line Interface
- CLI Reference - Complete command-line interface documentation
- Commands - All commands with examples and options
- Automation scripts - See workflow guides
🔧 Troubleshooting
- Troubleshooting Guide - Solutions to common problems
- Common Issues - FAQ and quick fixes
- Performance optimization - Coming later
🚀 Quick Navigation
I want to
📥 Load data from different sources
- Git repositories - Code, docs, and commit history
- Confluence - Wiki pages and documentation
- JIRA - Issues, tickets, and project data
- Local files - Documents and files on your system
- Public documentation - External websites and docs
📄 Process different file types
🤖 Integrate with AI tools
- Cursor IDE setup - Coming later
- Search capabilities - Semantic and intelligent search
- Hierarchy navigation - Document structure understanding
⚙️ Configure and optimize
- Environment setup - Required and optional settings
- Security considerations - API keys and permissions
🔧 Solve problems
- Common issues - Quick solutions to frequent problems
- Data source problems - Coming later
- Performance optimization - Coming later
🎯 User Personas and Workflows
📝 Content Creators and Technical Writers
Goal: Organize and make documentation searchable across multiple platforms
Recommended path:
- Confluence integration - Connect your wiki
- File conversion - Process existing documents
- Content workflow - Coming later
🔬 Researchers and Analysts
Goal: Search and analyze large amounts of technical content
Recommended path:
- Local files setup - Index your research materials
- Advanced search - Powerful search tools
- Research workflow - Coming later
👨💻 Software Developers
Goal: Integrate documentation and code context with AI development tools
Recommended path:
- Git integration - Connect your repositories
- Cursor setup - Coming later
- Multi-project setup - Coming later
🏢 System Administrators
Goal: Set up and maintain QDrant Loader for team or organization use
Recommended path:
- Configuration reference - Complete setup guide
- Security considerations - Secure deployment
- Performance optimization - Coming later
📊 Feature Coverage
Data Sources
| Source | Status | Documentation |
|---|---|---|
| Git Repositories | ✅ Full Support | Guide |
| Confluence Cloud | ✅ Full Support | Guide |
| Confluence Data Center | ✅ Full Support | Guide |
| JIRA Cloud | ✅ Full Support | Guide |
| JIRA Data Center | ✅ Full Support | Guide |
| Local Files | ✅ Full Support | Guide |
| Public Documentation | ✅ Full Support | Guide |
File Types
| Category | Formats | Documentation |
|---|---|---|
| Documents | PDF, Word, PowerPoint, Excel | Coming later |
| Images | PNG, JPEG, GIF, BMP, TIFF | Coming later |
| Archives | ZIP, TAR, 7Z | Coming later |
| Data | JSON, CSV, XML, YAML | Coming later |
| Audio | MP3, WAV | Coming later |
AI Integration
| Tool | Status | Documentation |
|---|---|---|
| Cursor IDE | ✅ Full Support | Guide coming later |
| Windsurf | ✅ Compatible | Guide |
| Claude Desktop | ✅ Compatible | Guide |
🆘 Getting Help
Quick Help
- Common Issues - Solutions to frequent problems
- FAQ - Quick answers to common questions
Community Support
- GitHub Issues - Bug reports and feature requests
- GitHub Discussions - Community Q&A and discussions
- Getting Help Guide - Coming later
Documentation Feedback
Found an issue with the documentation? Help us improve:
🔄 What's New
Recent Updates
- Enhanced file conversion - Support for 20+ file types with AI-powered processing
- Improved Confluence integration - Better hierarchy understanding and attachment support
- Advanced MCP search tools - Semantic, hierarchy-aware, and attachment-focused search
- Performance optimizations - Faster processing and reduced memory usage
Coming Soon
- Additional data sources - More connectors in development
- Enhanced AI integration - Expanded tool support and capabilities
- Improved performance - Continued optimization and scaling improvements
Ready to dive in? Start with the Data Sources guide or jump to a specific topic that interests you. If you're new to QDrant Loader, consider starting with the Getting Started section first.