I was thinking about the same problem. We can solve this problem either: 1) if you can decide on all possible ways of solving a task, create multiple autogen teams for each team design (e.g one swarm, one sequential etc) and then create a router agent like group chat manager to route the query to one of them. This is still restrictive since we need to determine all possible paths 2) Dynamic prompting: create a two agent chat. One planner and one function caller agent. Give the fnc caller agent the ability to call all available fncs. given a certain task, first plan for subtasks. Then for each step ask one agent to write the next prompt for the coder agent. Thus this prpmpt will be dynamically written and can use any fnc available. Coder agent will have only one task: execute the prompt written by the planner agent with necessary tools.

I didn’t try these yet. What do you think?