feat: 重构知识库系统，移除Hermes集成，增强RAG和同步功能

主要变更:
- 移除Hermes智能体及相关回调服务
- 新增知识库RAG、同步、调度、规范化和索引任务服务
- 重构orchestrator服务，增强运行时聊天功能
- 更新前端聊天、政策制度、设置等页面样式和逻辑
- 更新expense_claims和document_intelligence服务
- 删除llm_wiki相关服务和测试文件
- 更新docker-compose配置和启动脚本

server/storage/expense_claims/0d3102fe-a458-42cf-b30c-4cffeeb74668/c99de539-23cb-4f1a-a21f-a40bce93d54e/行程单_2_鄂AX9877.pdf.meta.json

@@ -0,0 +1,84 @@
+{
+  "file_name": "行程单_2_鄂AX9877.pdf",
+  "storage_key": "0d3102fe-a458-42cf-b30c-4cffeeb74668/c99de539-23cb-4f1a-a21f-a40bce93d54e/行程单_2_鄂AX9877.pdf",
+  "media_type": "application/pdf",
+  "size_bytes": 32459,
+  "uploaded_at": "2026-05-16T08:41:42.540134+00:00",
+  "previewable": true,
+  "preview_kind": "image",
+  "preview_storage_key": "0d3102fe-a458-42cf-b30c-4cffeeb74668/c99de539-23cb-4f1a-a21f-a40bce93d54e/行程单_2_鄂AX9877.preview.png",
+  "preview_media_type": "image/png",
+  "preview_file_name": "行程单_2_鄂AX9877.preview.png",
+  "analysis": {
+    "severity": "pass",
+    "label": "AI提示符合条件",
+    "headline": "AI提示：附件符合基础校验条件",
+    "summary": "已识别到票据类型和关键字段，且符合当前费用场景的附件要求。",
+    "points": [
+      "票据类型：已识别为出租车/网约车票据。",
+      "附件类型要求：当前费用项目为交通费，已识别为出租车/网约车票据，符合当前交通费场景的附件要求。",
+      "金额字段：已识别到与当前明细接近的金额 35.53 元。"
+    ],
+    "suggestion": "建议继续核对报销分类、费用说明和业务场景是否一致。"
+  },
+  "document_info": {
+    "document_type": "taxi_receipt",
+    "document_type_label": "出租车/网约车票据",
+    "scene_code": "transport",
+    "scene_label": "交通票据",
+    "fields": [
+      {
+        "key": "amount",
+        "label": "金额",
+        "value": "35.53元"
+      },
+      {
+        "key": "date",
+        "label": "日期",
+        "value": "2026-03-04"
+      },
+      {
+        "key": "merchant_name",
+        "label": "商户",
+        "value": "全季酒店"
+      }
+    ]
+  },
+  "requirement_check": {
+    "matches": true,
+    "current_expense_type": "transport",
+    "current_expense_type_label": "交通费",
+    "allowed_scene_labels": [
+      "交通"
+    ],
+    "allowed_document_type_labels": [
+      "停车/通行费票据",
+      "一般收据/凭证",
+      "出租车/网约车票据",
+      "增值税发票"
+    ],
+    "recognized_scene_code": "transport",
+    "recognized_scene_label": "交通票据",
+    "recognized_document_type": "taxi_receipt",
+    "recognized_document_type_label": "出租车/网约车票据",
+    "mismatch_severity": "high",
+    "rule_code": "rule.expense.scene_submission_standard",
+    "rule_name": "报销场景提交与附件标准",
+    "message": "当前费用项目为交通费，已识别为出租车/网约车票据，符合当前交通费场景的附件要求。"
+  },
+  "ocr_status": "recognized",
+  "ocr_error": "",
+  "ocr_text": "高德地图一打车\n行程单\nAMAP ITINERARY\n1申请时间：2026-03-04\n【行程时间：2026-03-0407:05至2026-03-0407:33\n|行程人手机号：18602700270\n1共计1单行程，合计35.53元\n序号\n服务商\n车型\n上车时间\n城市\n起点\n终点\n金额\n经济型\n2026-03-04\n1\n滴滴出行\n武汉市\n全季酒店武汉工程大学店\n武汉站\n35.53元\n07:05\n页码：1/1",
+  "ocr_summary": "高德地图一打车；行程单；AMAP ITINERARY",
+  "ocr_avg_score": 0.9819406509399414,
+  "ocr_line_count": 25,
+  "ocr_classification_source": "rule",
+  "ocr_classification_confidence": 0.88,
+  "ocr_classification_evidence": [
+    "滴滴出行",
+    "滴滴",
+    "打车",
+    "上车"
+  ],
+  "ocr_warnings": []
+}

server/storage/expense_claims/281095c5-d85b-428e-924f-250bdd6e0261/c676b663-8851-4b35-be4e-1ba13d46d35e/行程单_1_鄂A1S987.pdf.meta.json

@@ -0,0 +1,84 @@
+{
+  "file_name": "行程单_1_鄂A1S987.pdf",
+  "storage_key": "281095c5-d85b-428e-924f-250bdd6e0261/c676b663-8851-4b35-be4e-1ba13d46d35e/行程单_1_鄂A1S987.pdf",
+  "media_type": "application/pdf",
+  "size_bytes": 34880,
+  "uploaded_at": "2026-05-16T08:17:53.656595+00:00",
+  "previewable": true,
+  "preview_kind": "image",
+  "preview_storage_key": "281095c5-d85b-428e-924f-250bdd6e0261/c676b663-8851-4b35-be4e-1ba13d46d35e/行程单_1_鄂A1S987.preview.png",
+  "preview_media_type": "image/png",
+  "preview_file_name": "行程单_1_鄂A1S987.preview.png",
+  "analysis": {
+    "severity": "pass",
+    "label": "AI提示符合条件",
+    "headline": "AI提示：附件符合基础校验条件",
+    "summary": "已识别到票据类型和关键字段，且符合当前费用场景的附件要求。",
+    "points": [
+      "票据类型：已识别为出租车/网约车票据。",
+      "附件类型要求：当前费用项目为交通费，已识别为出租车/网约车票据，符合当前交通费场景的附件要求。",
+      "金额字段：已识别到与当前明细接近的金额 10.30 元。"
+    ],
+    "suggestion": "建议继续核对报销分类、费用说明和业务场景是否一致。"
+  },
+  "document_info": {
+    "document_type": "taxi_receipt",
+    "document_type_label": "出租车/网约车票据",
+    "scene_code": "transport",
+    "scene_label": "交通票据",
+    "fields": [
+      {
+        "key": "amount",
+        "label": "金额",
+        "value": "10.3元"
+      },
+      {
+        "key": "date",
+        "label": "日期",
+        "value": "2026-03-01"
+      },
+      {
+        "key": "merchant_name",
+        "label": "商户",
+        "value": "全季酒店"
+      }
+    ]
+  },
+  "requirement_check": {
+    "matches": true,
+    "current_expense_type": "transport",
+    "current_expense_type_label": "交通费",
+    "allowed_scene_labels": [
+      "交通"
+    ],
+    "allowed_document_type_labels": [
+      "停车/通行费票据",
+      "一般收据/凭证",
+      "出租车/网约车票据",
+      "增值税发票"
+    ],
+    "recognized_scene_code": "transport",
+    "recognized_scene_label": "交通票据",
+    "recognized_document_type": "taxi_receipt",
+    "recognized_document_type_label": "出租车/网约车票据",
+    "mismatch_severity": "high",
+    "rule_code": "rule.expense.scene_submission_standard",
+    "rule_name": "报销场景提交与附件标准",
+    "message": "当前费用项目为交通费，已识别为出租车/网约车票据，符合当前交通费场景的附件要求。"
+  },
+  "ocr_status": "recognized",
+  "ocr_error": "",
+  "ocr_text": "高德地图一打车\n行程单\nAMAP ITINERARY\n1申请时间：2026-03-01\n【行程时间：2026-03-0113:23至2026-03-0113:40\n行程人手机号：18602700270\n|共计1单行程，合计10.30元\n序号\n服务商\n车型\n上车时间\n城市\n起点\n终点\n金额\n经济型\n2026-03-01\n1\n滴滴出行\n13:23\n武汉市\n金融港北地铁站\n全季酒店武汉工程大学店\n10.30元\n页码：1/1",
+  "ocr_summary": "高德地图一打车；行程单；AMAP ITINERARY",
+  "ocr_avg_score": 0.9844024634361267,
+  "ocr_line_count": 25,
+  "ocr_classification_source": "rule",
+  "ocr_classification_confidence": 0.88,
+  "ocr_classification_evidence": [
+    "滴滴出行",
+    "滴滴",
+    "打车",
+    "上车"
+  ],
+  "ocr_warnings": []
+}