ISAA Agent Architektur

FlowAgent

Der FlowAgent (base/Agent/flow_agent.py) ist die Runtime-Instanz eines Agenten.

Kern-Architektur

User Input
    │
    ▼
┌─────────────┐
│   Session   │ ← Session Manager
└──────┬──────┘
       │
       ▼
┌─────────────┐
│  Execution  │ ← Execution Engine
│   Engine    │
└──────┬──────┘
       │
       ▼
┌─────────────┐
│    Tools    │ ← Tool Manager
└─────────────┘
       │
       ▼
    Output

Execution Engine

Die Execution Engine (execution_engine.py) steuert die Agent-Ausführung.

Builder Pattern

builder = FlowAgentBuilder(name=\"agent\")
builder.add_tool(search_tool)
builder.add_tool(write_tool)
builder.set_model(\"gpt-4\")
agent = builder.build()

Session Management

• Session Manager - session_manager.py
• Agent Session - agent_session_v2.py
• Live State - agent_live_state.py

Memory Integration

Agent ◄──► AISemanticMemory
         │
         └──► VectorStores
         │
         └──► HybridMemory