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Collaborative Circle Architecture
A collaborative multi-agent system where agents contribute to a shared memory and iteratively refine a solution through open, cyclical information sharing.
Basic Sequential
Agents operate in a linear pipeline; each agent’s output is the next agent’s input.
Network (Decentralized) Architecture
Agents communicate directly without a central coordinator for flexible, dynamic collaboration.
Market-Based (Bidding) Architecture
Auctioneer broadcasts tasks; contractor agents bid; best bid wins based on predefined criteria.
Hierarchical Architecture
Multi-level supervision where top-level supervisors manage lower-level supervisors who manage worker agents.
Tool-Augmented Agent Network
Agents are designed to interact with external tools (APIs, databases, code interpreters) to ground reasoning and perform real-world actions.
Critic & Refinement Loop Architecture
Creator agent produces output; Critic reviews and provides feedback; loop continues until approval or iteration limit.
Human-in-the-Loop (HITL) Architecture
Autonomous agents collaborate with humans at critical checkpoints for approval, judgment, or handling sensitive actions.