Merge #32 into develop from fix/memory_reflection

更新 self_reflexion.py

* fix/memory_reflection: (50 commits squashed)

  - 新增反思功能（功能配置接口+反思celery后台检测反思的迭代周期）

  - 新增反思功能（功能配置接口+反思celery后台检测反思的迭代周期）

  - 新增反思功能（检测代码/规范化程序）

  - 新增反思功能（检测代码/规范化程序）

  - 新增反思功能（检测代码/规范化程序）

  - 新增反思功能（检测代码/规范化程序）

  - 新增反思功能（检测代码/规范化程序）

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - 反思优化

  - Merge branch develop into fix/memory_reflection (Conflict resolved online)
    
    
    # Conflicts:  
    #      api/app/controllers/memory_reflection_controller.py
    #      api/app/schemas/memory_reflection_schemas.py

  - 反思优化

  - Merge remote-tracking branch 'origin/fix/memory_reflection' into fix/memory_reflection

  - 统一输出

  - 统一输出

  - 统一输出

  - Merge branch develop into fix/memory_reflection (Conflict resolved online)
    
    
    # Conflicts:  
    #      api/app/controllers/memory_reflection_controller.py

  - 统一输出

  - Merge remote-tracking branch 'origin/fix/memory_reflection' into fix/memory_reflection

  - 统一输出

  - 反思速度提升，从4分钟优化成1分10-40秒

  - 反思速度提升，从4分钟优化成1分10-40秒

  - 反思速度提升，从4分钟优化成1分10-40秒

  - Merge branch develop into fix/memory_reflection (Conflict resolved online)
    
    
    # Conflicts:  
    #      api/app/core/memory/storage_services/reflection_engine/self_reflexion.py

  - 反思速度提升，从4分钟优化成1分10-40秒

  - Merge remote-tracking branch 'origin/fix/memory_reflection' into fix/memory_reflection
    
    # Conflicts:
    #	api/app/core/memory/storage_services/reflection_engine/self_reflexion.py

  - 更新 self_reflexion.py

  - 反思图谱添加边的修改

  - Merge remote-tracking branch 'origin/fix/memory_reflection' into fix/memory_reflection
    
    # Conflicts:
    #	api/app/core/memory/storage_services/reflection_engine/self_reflexion.py

  - 反思图谱添加边的修改

  - 反思图谱添加边的修改

  - 反思图谱添加边的修改

  - 反思图谱添加边的修改

  - 反思图谱添加边的修改

  - update
    
    
    # Conflicts:  
    #      api/app/core/memory/storage_services/reflection_engine/self_reflexion.py
    #      api/app/core/memory/utils/prompt/prompts/reflexion.jinja2

Signed-off-by: aliyun8644380055 <accounts_68c0f5d519f260d93ee2997e@mail.teambition.com>
Reviewed-by: aliyun6762716068 <accounts_68cb7c6b61f5dcc4200d6251@mail.teambition.com>
Merged-by: aliyun6762716068 <accounts_68cb7c6b61f5dcc4200d6251@mail.teambition.com>

CR-link: https://codeup.aliyun.com/redbearai/python/redbear-mem-open/change/32

api/app/schemas/memory_storage_schema.py

@@ -39,8 +39,11 @@ class BaseDataSchema(BaseModel):
     entity1_name: str = Field(..., description="The first entity name.")
     entity2_name: Optional[str] = Field(None, description="The second entity name.")
     statement_id: str = Field(..., description="The statement identifier.")
-    relationship_type: str = Field(..., description="The relationship type.")
-    relationship: Optional[Dict[str, Any]] = Field(None, description="The relationship object.")
+    # 新增字段 - 设为可选以保持向后兼容性
+    predicate: Optional[str] = Field(None, description="The predicate describing the relationship between entities.")
+    relationship_statement_id: Optional[str] = Field(None, description="The relationship statement identifier.")
+    # 保留原有字段 - 修改relationship字段类型以支持字符串和字典
+    relationship: Optional[Union[str, Dict[str, Any]]] = Field(None, description="The relationship object or string.")
     entity2: Optional[Dict[str, Any]] = Field(None, description="The second entity object.")
 
 
@@ -94,8 +97,17 @@ class ReflexionSchema(BaseModel):
 
 
 class ChangeRecordSchema(BaseModel):
-    """Schema for individual change records"""
-    field: List[Dict[str, str]] = Field(..., description="List of field changes, each containing field name and new value.")
+    """Schema for individual change records
+    
+    字段值格式说明：
+    - id 和 statement_id: 字符串或 None
+    - 其他字段: 可以是字符串、None，数组 [修改前的值, 修改后的值]，或嵌套字典结构
+    - entity2等嵌套对象的字段也遵循 [old_value, new_value] 格式
+    """
+    field: List[Dict[str, Any]] = Field(
+        ..., 
+        description="List of field changes. First item: {id: value or None}, second: {statement_id: value}, followed by changed fields as {field_name: [old_value, new_value]} or {field_name: new_value} or nested structures like {entity2: {field_name: [old, new]}}"
+    )
 
 class ResolvedSchema(BaseModel):
     """Schema for the resolved memory data in the reflexion_data"""