guides

Implementation Guides

Step-by-step guides for implementing each pattern and solving common challenges.

Getting Started

• Project Setup
• Environment Configuration
• First Pattern Implementation

Pattern Implementation Guides

Building Blocks

• Building an Augmented LLM System
• Implementing Custom Tools
• Memory Management

Workflows

• Creating Prompt Chains
• Implementing Dynamic Routing
• Parallel Processing with LLMs
• Building an Orchestrator System
• Implementing Optimization Loops

Agents

• Building Autonomous Agents
• Domain-Specific Agent Development

Advanced Topics

• Error Handling Strategies
• Testing LLM Applications
• Performance Optimization
• Security Best Practices
• Monitoring and Logging

Integration Guides

• Anthropic Claude Integration
• OpenAI GPT Integration
• Google Vertex AI Integration
• Azure OpenAI Integration

Development Practices

• Code Organization
• Type Hints and Validation
• Async/Await Patterns
• Error Handling
• Testing Strategies

Deployment

• Production Readiness
• Scaling Considerations
• Monitoring Setup
• Cost Optimization

Troubleshooting

• Common Issues
• Debugging Strategies
• Performance Problems
• API Issues