MultiAgent-Optimization/router_config.json at main · Linxiushen/MultiAgent-Optimization · GitHub

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{
    "agent_profiles": {
        "default_agent": {
            "description": "通用Agent，处理一般性查询",
            "model": "gpt-3.5-turbo",
            "temperature": 0.7,
            "supported_intents": ["general", "information", "conversation"]
        },
        "technical_agent": {
            "description": "技术Agent，处理技术问题和代码相关任务",
            "model": "gpt-4",
            "temperature": 0.5,
            "supported_intents": ["technical", "coding", "debugging", "explanation"]
        },
        "creative_agent": {
            "description": "创意Agent，处理创意和文案相关任务",
            "model": "gpt-4",
            "temperature": 0.8,
            "supported_intents": ["creative", "writing", "brainstorming", "design"]
        },
        "memory_agent": {
            "description": "记忆Agent，专门处理与记忆相关的任务",
            "model": "gpt-3.5-turbo",
            "temperature": 0.3,
            "supported_intents": ["memory", "recall", "history", "context"]
        }
    },
    "routing_strategies": {
        "direct": {
            "description": "直接路由策略，根据查询内容直接选择Agent",
            "enabled": true
        },
        "memory_enhanced": {
            "description": "记忆增强路由策略，考虑历史对话上下文",
            "enabled": true
        },
        "history_based": {
            "description": "基于历史交互的路由策略，分析用户偏好和查询模式",
            "enabled": true,
            "config": {
                "history_file": "interaction_history.json",
                "max_history_size": 1000,
                "preference_weight": 0.4,
                "similarity_weight": 0.3,
                "success_weight": 0.3,
                "exploration_score": 0.5
            }
        },
        "semantic": {
            "description": "基于语义理解的路由策略，理解查询意图和内容",
            "enabled": true,
            "config": {
                "similarity_weight": 0.6,
                "intent_weight": 0.4,
                "intent_patterns": {
                    "technical": ["代码", "编程", "开发", "调试", "技术", "问题", "错误", "bug"],
                    "creative": ["创意", "设计", "写作", "文案", "故事", "创作"],
                    "memory": ["记住", "回忆", "之前", "历史", "上次", "记录"],
                    "general": ["什么是", "如何", "为什么", "解释", "帮助"]
                }
            }
        },
        "adaptive": {
            "description": "自适应路由策略，动态选择最合适的路由策略",
            "enabled": true,
            "config": {
                "history_strategy_config": {
                    "history_file": "interaction_history.json",
                    "max_history_size": 1000
                },
                "semantic_strategy_config": {
                    "similarity_weight": 0.6,
                    "intent_weight": 0.4
                },
                "overall_weight": 0.3,
                "recent_weight": 0.7,
                "recent_window_size": 10,
                "min_strategy_samples": 5,
                "exploration_rate": 0.2
            }
        },
        "multi_agent": {
            "description": "多Agent协作路由策略，将查询分发给多个Agent处理",
            "enabled": false,
            "config": {
                "semantic_strategy_config": {
                    "similarity_weight": 0.6,
                    "intent_weight": 0.4
                }
            }
        }
    },
    "agent_strategy_mapping": {
        "default_agent": "direct",
        "technical_agent": "direct",
        "creative_agent": "direct",
        "memory_agent": "memory_enhanced"
    },
    "default_strategy": "semantic",
    "routing_threshold": 0.75,
    "fallback_agent": "default_agent",
    "aggregator_config": {
        "fusion_strategy": "weighted_merge",
        "confidence_threshold": 0.7,
        "max_context_length": 4000
    }
}