Agent Handoff

Implement a seamless agent handoff mechanism in a multi-agent system by routing tasks, summarizing context, and ensuring a smooth user experience during transitions.

intermediate2-4 hours4 steps

The play

Define Agent Roles and Responsibilities
Clearly define the roles and responsibilities of each agent in your system. This includes the types of tasks they can handle and the criteria for handoff.
Implement Routing Logic
Develop a routing mechanism that determines which agent is best suited to handle a given task. This can be based on keywords, user intent, or a machine learning model.
Context Summarization for Handoff
Create a context summarization module that extracts relevant information from the conversation history and passes it to the next agent. This ensures continuity and avoids repeating information.
Implement Agent Handoff Function
Create a function that orchestrates the handoff process. This includes routing the task, summarizing the context, and notifying the new agent.

Starter code

Start by defining the roles of your agents and the criteria for task routing.  A simple keyword-based router is a good starting point.

Source

Articleaaas.blog