Multi-Agent LLM Swarm Architecture
Multi-Agent LLM Swarm Architecture (Orchestrator + Researcher/Coder/Critic + Shared Memory + Vector DB Retention) has 5 layers: User & Interaction Layer, Agent Orchestration Layer, Specialized Worker Agents (Swarm), Shared Memory & Long-Term Knowledge Layer, Observability & Operations Layer.
Key modules include User Interface (Chat/API), Orchestrator Agent (Planner/Router), Workflow Coordinator (Execution Engine), Policy & Guardrails, Researcher Agent (Web Search).

Key modules
- User Interface (Chat/API)
- Orchestrator Agent (Planner/Router)
- Workflow Coordinator (Execution Engine)
- Policy & Guardrails
- Researcher Agent (Web Search)
- Coder Agent (Python Interpreter)
- Critic Agent (Review & QA)
- Shared Memory (Blackboard / Scratchpad)