EPIC - Simplify agent abstraction

[mmurad2]

Description

This Epic focuses on simplifying the current Agent abstraction to make it more intuitive to use and customize.

Initiative / goal

• Reduce friction in getting to value
• Allow developers with existing agent implementations to easily reimplement with BeeAI

Hypothesis

Reduce lines of code required to build a custom agent

Acceptance criteria and must have scope

• Move to the new Backend design (WIP already)
• Make TokenMemory as default
• Simplify modifying agent instruction

Open questions:

• Should we consider having different OOTB single agent implementations (e.g. ReAct Agent, Tool Calling Agent)?
• Should we consider unbranding a ReAct agent as Bee?
• Intersection with native tool calling?

Stakeholders

Use case implementation (with Bee and other frameworks) @aleskalfas

Timeline

End of Feb

[matoushavlena]

@Tomas2D Updated the acceptance criteria ☝