[Feature Request]: Auto generate Sequential steps and involve relevant agents from group chat, into solving the Sequential chat

[krishnashed]

Is your feature request related to a problem? Please describe.

When AI agents are handed larger tasks, they fail to perform them correctly, and most of the times dont complete it. Sequence of Chats, solves the problem in better way. In sequence of chats, we explicitly need to breakdown a larger problem into small tasks, and pass them to relevant group of agents.

What if the creating smaller tasks from a larger problem statement, and assigning relevant agents to that sequencial step, were also handled by AI, rather than we explicitly mentioning them?

Its not a problem im facing, but added feature request

Describe the solution you'd like

Inspired by Autobuilder, where we can pass a task, and it creates agents required to solve the task.
What if we can do the same, to tackle larger problems, i see 'Sequence of Chats' can better solve larger problems as it is a step by step solution builder.

So can we:

1. Breakdown a larger problem into multiple steps, These steps are identified by AI itself
2. Add these stpes in 'Sequence of Chats', and perform them one after the other
3. Involve only the suitable agents in required at each step, not all available agents, AI needs to figure it out

Outcome: Solve larger problems in step by step manner, with higher chances of desired end result.

Additional context

No response

[victordibia]

Magentic One addresses this. https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/magentic-one.html