langchain - 💡(How to fix) Fix Support agent teams [1 comments, 2 participants]

Fix: Implementing Multi-Sub Agent Functionality

To implement a feature similar to agent teams as described in the use case, we can create a hierarchical structure of agents where a primary agent can manage and coordinate multiple sub-agents.

Fix Plan

1. Define Agent Class: Create a base Agent class that has methods for receiving and processing tasks.
2. Implement Sub-Agent Management: Extend the Agent class to manage sub-agents, allowing the primary agent to assign tasks and receive results from sub-agents.
3. Task Distribution Logic: Implement logic in the primary agent to distribute tasks among sub-agents based on their capabilities or workload.

Example Code

from abc import ABC, abstractmethod
from typing import List

class Agent(ABC):
    def __init__(self, name):
        self.name = name

    @abstractmethod
    def process_task(self, task):
        pass

class SubAgent(Agent):
    def process_task(self, task):
        # Process the task and return the result
        return f"{self.name} processed: {task}"

class PrimaryAgent(Agent):
    def __init__(self, name):
        super().__init__(name)
        self.sub_agents = []

    def add_sub_agent(self, agent):
        self.sub_agents.append(agent)

    def process_task(self, task):
        # Distribute the task to a sub-agent
        sub_agent = self.sub_agents[0]  # Simple distribution logic
        return sub_agent.process_task(task)

# Usage
primary_agent = PrimaryAgent("Primary")
sub_agent1 = SubAgent("SubAgent1")
sub_agent2 = SubAgent("SubAgent2")

primary_agent.add_sub_agent(sub_agent1)
primary_agent.add_sub_agent(sub_agent2)

task_result = primary_agent.process_task("Example Task")
print(task_result)

Verification

• Test the PrimaryAgent class by adding multiple SubAgent instances and verifying that tasks are distributed and processed correctly.
• Ensure the process_task method of PrimaryAgent can handle different types of tasks and sub-agents.

Extra Tips

• Consider using a more sophisticated task distribution strategy based on sub-agent capabilities or current workload.
• Implement error handling for cases where a sub-agent fails to process a task.