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Advanced Features

This section covers advanced Agent Forge features for building sophisticated, production-ready applications.

Available Topics​

RAG Integration​

Learn how to integrate Retrieval-Augmented Generation (RAG) capabilities with ChromaDB for knowledge-base powered agents.

Key Topics:

  • Document indexing and retrieval
  • ChromaDB integration
  • Multi-domain knowledge bases
  • Performance optimization

Distributed Agents​

Build distributed agent systems using the Agent-to-Agent (A2A) protocol for scalable, networked applications.

Key Topics:

  • A2A client/server architecture
  • Network communication patterns
  • Load balancing and fault tolerance
  • Security considerations

Real-time Streaming​

Implement real-time streaming for responsive user interfaces and live agent monitoring.

Key Topics:

  • LLM response streaming
  • Agent communication monitoring
  • Performance visualization
  • Custom stream handlers

Plugin System​

Extend Agent Forge functionality with the powerful plugin system for monitoring, caching, security, and custom features.

Key Topics:

  • Built-in plugins (logging, metrics)
  • Custom plugin development
  • Plugin lifecycle management
  • Performance monitoring

Production Considerations​

Performance Optimization​

  • Rate limiting and quota management
  • Caching strategies
  • Resource management
  • Memory optimization

Security​

  • Input validation and sanitization
  • API key management
  • Network security for distributed systems
  • Tool execution safety

Monitoring & Debugging​

  • Performance metrics collection
  • Error tracking and logging
  • Real-time monitoring dashboards
  • Timeline visualization

Scalability​

  • Horizontal scaling patterns
  • Load balancing strategies
  • Database optimization
  • Container orchestration

Getting Started​

Choose the advanced feature that best fits your needs:

Each section includes practical examples, best practices, and production deployment guidance.