feat(memory-graph): 添加记忆图系统配置,整合节点去重合并器与记忆管理器

This commit is contained in:
Windpicker-owo
2025-11-06 21:53:55 +08:00
parent 16be633dc2
commit 2dbe615057
5 changed files with 74 additions and 285 deletions

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@@ -401,6 +401,59 @@ class MemoryConfig(ValidatedConfigBase):
memory_system_load_balancing: bool = Field(default=True, description="启用记忆系统负载均衡")
memory_build_throttling: bool = Field(default=True, description="启用记忆构建节流")
memory_priority_queue_enabled: bool = Field(default=True, description="启用记忆优先级队列")
# === 记忆图系统配置 (Memory Graph System) ===
# 新一代记忆系统的配置项
enable: bool = Field(default=True, description="启用记忆图系统")
data_dir: str = Field(default="data/memory_graph", description="记忆数据存储目录")
# 向量存储配置
vector_collection_name: str = Field(default="memory_nodes", description="向量集合名称")
vector_db_path: str = Field(default="data/memory_graph/chroma_db", description="向量数据库路径")
# 检索配置
search_top_k: int = Field(default=10, description="默认检索返回数量")
search_min_importance: float = Field(default=0.3, description="最小重要性阈值")
search_similarity_threshold: float = Field(default=0.5, description="向量相似度阈值")
search_max_expand_depth: int = Field(default=2, description="检索时图扩展深度0-3")
enable_query_optimization: bool = Field(default=True, description="启用查询优化")
# 检索权重配置 (记忆图系统)
search_vector_weight: float = Field(default=0.4, description="向量相似度权重")
search_graph_distance_weight: float = Field(default=0.2, description="图距离权重")
search_importance_weight: float = Field(default=0.2, description="重要性权重")
search_recency_weight: float = Field(default=0.2, description="时效性权重")
# 记忆整合配置
consolidation_enabled: bool = Field(default=False, description="是否启用记忆整合")
consolidation_interval_hours: float = Field(default=6.0, description="整合任务执行间隔(小时)")
consolidation_similarity_threshold: float = Field(default=0.92, description="相似记忆去重阈值")
consolidation_time_window_hours: float = Field(default=6.0, description="整合时间窗口(小时)")
consolidation_max_batch_size: int = Field(default=50, description="单次最多处理的记忆数量")
# 自动关联配置
auto_link_enabled: bool = Field(default=True, description="是否启用自动关联")
auto_link_max_candidates: int = Field(default=5, description="每个记忆最多关联候选数")
auto_link_min_confidence: float = Field(default=0.7, description="最低置信度阈值")
# 遗忘配置 (记忆图系统)
forgetting_enabled: bool = Field(default=True, description="是否启用自动遗忘")
forgetting_activation_threshold: float = Field(default=0.1, description="激活度阈值")
forgetting_min_importance: float = Field(default=0.8, description="最小保护重要性")
# 激活配置
activation_decay_rate: float = Field(default=0.9, description="激活度衰减率")
activation_propagation_strength: float = Field(default=0.5, description="激活传播强度")
activation_propagation_depth: int = Field(default=2, description="激活传播深度")
# 性能配置
max_memory_nodes_per_memory: int = Field(default=10, description="每个记忆最多包含的节点数")
max_related_memories: int = Field(default=5, description="相关记忆最大数量")
# 节点去重合并配置
node_merger_similarity_threshold: float = Field(default=0.85, description="节点去重相似度阈值")
node_merger_context_match_required: bool = Field(default=True, description="节点合并是否要求上下文匹配")
node_merger_merge_batch_size: int = Field(default=50, description="节点合并批量处理大小")
class MoodConfig(ValidatedConfigBase):