Chapter 7. Context management and orchestration

This chapter focuses on managing and orchestrating context in complex agentic systems, including context compression, hierarchical context, or multi-agent patterns.

Examples

• Context compression: LLMLingua
• Filesystem context: OpenViking
• Collaborative agents: CrewAI
• Multi-agent router: LangGraph
• Orchestration: DeepAgents
• Agent-to-Agent (A2A): Python