Step-by-Step Guides
Learn how to use ragleaf effectively with our comprehensive tutorials.
1. Building Your First RAG Quality Check
Learn the basics of integrating ragleaf into your RAG pipeline.
What you'll learn:
- Setting up ragleaf in your project
- Running your first citation verification
- Understanding the results
- Integrating with popular RAG frameworks
Duration: 15 minutes
2. Advanced Citation Verification
Deep dive into citation consistency checks and hallucination detection.
What you'll learn:
- Fine-tuning verification thresholds
- Detecting different types of hallucinations
- Handling multi-source citations
- Custom verification rules
Duration: 30 minutes
3. Optimizing Chunk Parameters
Master the art of chunk size optimization for better retrieval.
What you'll learn:
- Understanding chunk size impact
- Analyzing your current chunking strategy
- Implementing recommended optimizations
- A/B testing different configurations
Duration: 25 minutes
4. Prompt Engineering for RAG
Learn how to craft better prompts using ragleaf insights.
What you'll learn:
- Analyzing prompt effectiveness
- Iterative prompt improvement
- Context window optimization
- Best practices for RAG prompts
Duration: 20 minutes
5. Visualizing Retrieval Performance
Create insightful visualizations of your RAG system's performance.
What you'll learn:
- Generating retrieval visualizations
- Interpreting performance metrics
- Identifying retrieval bottlenecks
- Sharing insights with your team
Duration: 20 minutes
6. Production Deployment Best Practices
Deploy ragleaf in production environments with confidence.
What you'll learn:
- Setting up monitoring and alerts
- Performance optimization techniques
- Error handling and fallbacks
- Scaling considerations
Duration: 35 minutes
Video Tutorials
Prefer video content? Check out our YouTube channel for video versions of these tutorials and more.
Need More Help?
Join our community Discord server or reach out to support@ragleaf.dev for personalized assistance.