deepagents-subagents

You can delegate tasks to sub-agents in LangGraph by defining custom agents with specific tools and prompts. This approach isolates the context for each sub-agent, preventing interference and allowing parallel execution of distinct workflow tasks.

Context isolation in multi-agent workflows ensures each sub-agent operates within its own dedicated environment. This prevents data interference between concurrent tasks, allowing a main agent to delegate specific operations without polluting the primary execution context.

Yes, the system supports handling human-in-the-loop interruptions when managing sub-agents. You can configure compiled LangGraph sub-agents to pause execution, allowing human oversight before the delegated task proceeds to the next step.

LangGraph supports the parallel execution of sub-agents, allowing multiple agents to work concurrently on different parts of a task. This is achieved by compiling distinct sub-agents with their own tools and prompts within the main agent.

The best way to structure a customer support agent is to delegate specific inquiries to specialized sub-agents. For example, route technical troubleshooting to a debugging sub-agent while a separate billing sub-agent handles payment inquiries.

Yes, you need the deepagents library and LangGraph to create and manage sub-agents. These dependencies are required to compile sub-agents, define their specific tools, and enable task delegation within your main agent workflow.