feature: memory extraction engine debug switch to streaming output

web/src/i18n/en.ts

@@ -21,7 +21,7 @@ export const en = {
       userMemory: 'User Memory',
       memberManagement: 'Member Management',
       memorySummary: 'Memory Summary',
-      memoryConversation: 'Memory Verification',
+      memoryConversation: 'Memory Validation',
       memorySummaryHandlers: 'Memory Summary Handlers',
       createMemorySummary: 'Create Memory Summary',
       memoryManagement: 'Memory Management',
@@ -1054,7 +1054,6 @@ export const en = {
 
       exampleMemoryExtractionResults: 'Example memory extraction results',
       exampleMemoryExtractionResultsSubTitle: '(from a technology conference)',
-      warning: 'When you modify the configuration items on the left, the extraction conclusion will be updated in real-time here',
 
       extractTheNumberOfEntities: 'Extract the number of entities',
       extractTheNumberOfEntitiesDesc: 'Merge after deduplication: {{num}} (exact: {{exact}}, fuzzy: {{fuzzy}}, LLM: {{llm}})',
@@ -1145,7 +1144,29 @@ Memory Bear: Qin succeeded for several reasons: Shang Yang’s reforms were thor
 
 Student: Then switching to Tang history: after the An Lushan Rebellion, the central government began reforms, so why did regional warlordism (the fanzhen problem) actually get worse?
 Memory Bear: After the rebellion, regional warlordism intensified for several reasons: military governors (jiedushi) held the power to recruit troops, control local finances, and command military forces, effectively becoming regional warlords; the central government’s finances declined due to the breakdown of the equal-field system and the collapse of the tax-labor system, making it increasingly unable to support the army, which pushed military forces to rely on the jiedushi; the recruitment-based military system made soldiers loyal to individual commanders rather than the state; eunuchs controlled the imperial guards, the civil bureaucracy lost influence, and the central government’s ability to balance regional power weakened.
-`
+`,
+
+      warning: 'When you modify the configuration items on the left, click [Debug], and the extraction conclusions will be updated in real time here',
+      processing: 'Configuration updated, re-extracting sample memory...',
+      success: 'Memory extraction completed!',
+      overallProgress: 'Overall Progress',
+      text_preprocessing: 'Text Preprocessing',
+      fragment: 'Fragment',
+      knowledge_extraction: 'Knowledge Extraction',
+      creating_nodes_edges: 'Creating Entity Relationships',
+      deduplication: 'Deduplication and Disambiguation',
+      status: {
+        pending: 'Pending',
+        processing: 'Processing',
+        completed: 'Completed',
+        failed: 'Failed'
+      },
+      time: 'Time: ',
+      
+      text_preprocessing_desc: 'Text split into {{count}} semantic fragments',
+      knowledge_extraction_desc: 'Knowledge extraction completed, identified {{entities}} entities, {{statements}} statements, {{temporal_ranges_count}} temporal extractions, {{triplets}} triplets',
+      creating_nodes_edges_desc: 'Entity relationship creation completed, {{num}} relationships in total',
+      deduplication_desc: 'Deduplication and disambiguation completed, {{count}} unique entities in total'
     },
     memoryConversation: {
       searchPlaceholder: 'Input user ID...',

web/src/i18n/zh.ts

@@ -1127,7 +1127,6 @@ export const zh = {
 
       exampleMemoryExtractionResults: '示例记忆提取结果',
       exampleMemoryExtractionResultsSubTitle: '（来自技术会议）',
-      warning: '当您修改左侧的配置项时，提取结论将在此处实时更新',
 
       extractTheNumberOfEntities: '提取实体数量',
       extractTheNumberOfEntitiesDesc: '去重后合并：{{num}}（精确：{{exact}}，模糊：{{fuzzy}}，LLM：{{llm}}）',
@@ -1217,7 +1216,29 @@ export const zh = {
 记忆熊：秦国统一的原因包括：商鞅变法彻底，建立法律、户籍和军功爵制度，提升国家组织能力；旧贵族势力弱，中央集权程度高；关中地理优越，资源丰富且易守难攻；从孝公到秦始皇政策连续性强。
 
 学生：那我换到唐朝史：安史之乱后，中央已开始整顿，为何藩镇割据反而加剧？
-记忆熊：安史之乱后藩镇割据加剧的原因包括：节度使掌握募兵权、财政调度权与军事指挥权，形成地方军阀；中央财政因均田制瓦解和租庸调失效而衰退，难以支撑军队，导致地方军事力量依附节度使；募兵制使士兵效忠个人而非国家；宦官掌控禁军，文官集团失势，中央制衡能力削弱。`
+记忆熊：安史之乱后藩镇割据加剧的原因包括：节度使掌握募兵权、财政调度权与军事指挥权，形成地方军阀；中央财政因均田制瓦解和租庸调失效而衰退，难以支撑军队，导致地方军事力量依附节度使；募兵制使士兵效忠个人而非国家；宦官掌控禁军，文官集团失势，中央制衡能力削弱。`,
+      
+      warning: '当您修改左侧的配置项后，点击【调试】，提取结论将在此处实时更新',
+      processing: '配置已更新，正在重新萃取示例记忆...',
+      success: '记忆萃取完成！',
+      overallProgress: '整体进度',
+      text_preprocessing: '文本预处理',
+      fragment: '片段',
+      knowledge_extraction: '知识抽取',
+      creating_nodes_edges: '创建实体关系',
+      deduplication: '去重消歧',
+      status: {
+        pending: '等待中',
+        processing: '处理中',
+        completed: '已完成',
+        failed: '失败'
+      },
+      time: '耗时: ',
+      
+      text_preprocessing_desc: '文本切分为{{count}}个语义片段',
+      knowledge_extraction_desc: '知识抽取完成，共识别{{entities}}个实体,{{statements}}个句子, {{temporal_ranges_count}}个时间提取, {{triplets}}个三元组',
+      creating_nodes_edges_desc: '实体关系创建完成，共{{num}}条关系',
+      deduplication_desc: '去重消歧完成，最终{{count}}个唯一实体'
     },
     memoryConversation: {
       searchPlaceholder: '输入用户ID...',