Merge pull request #1644 from A-Dawn/dev

为记忆系统补全情节记忆/人物画像/纠错功能，并修复docker的依赖安装问题

README.md

@@ -166,7 +166,7 @@ MaiSaka 不仅仅是一个机器人，不仅仅是一个可以帮你完成任务
 ## 🙋 贡献和致谢
 <sub><sup>Contributing and Acknowledgments</sup></sub>
 
-欢迎参与贡献！请先阅读 [贡献指南](docs/CONTRIBUTE.md)。  
+欢迎参与贡献！请先阅读 [贡献指南](docs/CONTRIBUTE.md)。
 <sub><sup>Contributions are welcome. Please read the <a href="docs/CONTRIBUTE.md">Contribution Guide</a> first.</sup></sub>
 
 ### 🌟 贡献者

dashboard/src/components/memory/MemoryEpisodeManager.tsx

@@ -0,0 +1,518 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import { ChevronDown, Loader2, Play, RefreshCw, RotateCcw, Search } from 'lucide-react'
+
+import { Alert, AlertDescription } from '@/components/ui/alert'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from '@/components/ui/collapsible'
+import { Input } from '@/components/ui/input'
+import { Label } from '@/components/ui/label'
+import { ScrollArea } from '@/components/ui/scroll-area'
+import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from '@/components/ui/table'
+import { Textarea } from '@/components/ui/textarea'
+import { useToast } from '@/hooks/use-toast'
+import {
+  getMemoryEpisode,
+  getMemoryEpisodes,
+  getMemoryEpisodeStatus,
+  processMemoryEpisodePending,
+  rebuildMemoryEpisodes,
+  type MemoryEpisodeDetailPayload,
+  type MemoryEpisodeItemPayload,
+  type MemoryEpisodeParagraphPayload,
+  type MemoryEpisodeStatusPayload,
+} from '@/lib/memory-api'
+import { cn } from '@/lib/utils'
+
+function formatMemoryTime(timestamp?: number | null): string {
+  if (!timestamp) {
+    return '-'
+  }
+  const normalized = timestamp > 1_000_000_000_000 ? timestamp : timestamp * 1000
+  const value = new Date(normalized)
+  if (Number.isNaN(value.getTime())) {
+    return '-'
+  }
+  return value.toLocaleString('zh-CN', {
+    hour12: false,
+    year: 'numeric',
+    month: '2-digit',
+    day: '2-digit',
+    hour: '2-digit',
+    minute: '2-digit',
+  })
+}
+
+function parseOptionalNumber(value: string): number | undefined {
+  const trimmed = value.trim()
+  if (!trimmed) {
+    return undefined
+  }
+  const parsed = Number(trimmed)
+  return Number.isFinite(parsed) ? parsed : undefined
+}
+
+function parsePositiveInt(value: string, fallback: number): number {
+  const parsed = Number(value)
+  if (!Number.isInteger(parsed) || parsed <= 0) {
+    return fallback
+  }
+  return parsed
+}
+
+function getEpisodeId(item: MemoryEpisodeItemPayload | null | undefined): string {
+  return String(item?.episode_id ?? item?.id ?? '')
+}
+
+function getEpisodeTitle(item: MemoryEpisodeItemPayload): string {
+  return String(item.title ?? item.summary ?? item.content ?? getEpisodeId(item) ?? '未命名 Episode')
+}
+
+function getEpisodeParagraphs(
+  item: MemoryEpisodeItemPayload | MemoryEpisodeDetailPayload['episode'] | null | undefined,
+): MemoryEpisodeParagraphPayload[] {
+  const paragraphs = item?.paragraphs
+  return Array.isArray(paragraphs) ? paragraphs : []
+}
+
+function getStatusCount(status: MemoryEpisodeStatusPayload | null, key: string): number {
+  const counts = status?.counts
+  if (counts && typeof counts[key] === 'number') {
+    return counts[key]
+  }
+  const value = status?.[key]
+  return typeof value === 'number' ? value : 0
+}
+
+export function MemoryEpisodeManager() {
+  const { toast } = useToast()
+  const [query, setQuery] = useState('')
+  const [source, setSource] = useState('')
+  const [platform, setPlatform] = useState('')
+  const [userId, setUserId] = useState('')
+  const [personId, setPersonId] = useState('')
+  const [showAdvancedPersonId, setShowAdvancedPersonId] = useState(false)
+  const [showRawEpisodePayload, setShowRawEpisodePayload] = useState(false)
+  const [timeStart, setTimeStart] = useState('')
+  const [timeEnd, setTimeEnd] = useState('')
+  const [limit, setLimit] = useState('20')
+  const [items, setItems] = useState<MemoryEpisodeItemPayload[]>([])
+  const [status, setStatus] = useState<MemoryEpisodeStatusPayload | null>(null)
+  const [selectedId, setSelectedId] = useState('')
+  const [detail, setDetail] = useState<MemoryEpisodeDetailPayload | null>(null)
+  const [loading, setLoading] = useState(false)
+  const [detailLoading, setDetailLoading] = useState(false)
+  const [actionLoading, setActionLoading] = useState(false)
+  const [rebuildSource, setRebuildSource] = useState('')
+  const [rebuildSources, setRebuildSources] = useState('')
+  const [rebuildAll, setRebuildAll] = useState(false)
+  const [pendingLimit, setPendingLimit] = useState('20')
+  const [pendingMaxRetry, setPendingMaxRetry] = useState('3')
+  const initialLoadedRef = useRef(false)
+
+  const selectedEpisode = useMemo(() => detail?.episode ?? items.find((item) => getEpisodeId(item) === selectedId), [detail?.episode, items, selectedId])
+  const selectedEpisodeParagraphs = useMemo(() => getEpisodeParagraphs(selectedEpisode), [selectedEpisode])
+  const failedItems = Array.isArray(status?.failed) ? status.failed : []
+
+  const loadStatus = useCallback(async () => {
+    const payload = await getMemoryEpisodeStatus(parsePositiveInt(limit, 20))
+    setStatus(payload)
+  }, [limit])
+
+  const loadEpisodes = useCallback(async () => {
+    setLoading(true)
+    try {
+      const directPersonId = showAdvancedPersonId ? personId.trim() : ''
+      const [listPayload] = await Promise.all([
+        getMemoryEpisodes({
+          query: query.trim(),
+          source: source.trim(),
+          platform: platform.trim(),
+          userId: userId.trim(),
+          personId: directPersonId,
+          limit: parsePositiveInt(limit, 20),
+          timeStart: parseOptionalNumber(timeStart),
+          timeEnd: parseOptionalNumber(timeEnd),
+        }),
+        loadStatus(),
+      ])
+      const nextItems = listPayload.items ?? []
+      setItems(nextItems)
+      if (!selectedId && nextItems.length > 0) {
+        setSelectedId(getEpisodeId(nextItems[0]))
+      }
+    } catch (error) {
+      toast({
+        title: '加载情节记忆失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setLoading(false)
+    }
+  }, [limit, loadStatus, personId, platform, query, selectedId, showAdvancedPersonId, source, timeEnd, timeStart, toast, userId])
+
+  const loadDetail = useCallback(async (episodeId: string) => {
+    if (!episodeId) {
+      setDetail(null)
+      return
+    }
+    setDetailLoading(true)
+    try {
+      const payload = await getMemoryEpisode(episodeId)
+      setDetail(payload)
+    } catch (error) {
+      toast({
+        title: '加载 Episode 详情失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setDetailLoading(false)
+    }
+  }, [toast])
+
+  useEffect(() => {
+    if (initialLoadedRef.current) {
+      return
+    }
+    initialLoadedRef.current = true
+    void loadEpisodes()
+  }, [loadEpisodes])
+
+  useEffect(() => {
+    if (selectedId) {
+      void loadDetail(selectedId)
+    }
+  }, [loadDetail, selectedId])
+
+  const submitRebuild = useCallback(async () => {
+    if (rebuildAll && !window.confirm('确认重建全部可用来源的 Episode？这个操作可能耗时较长。')) {
+      return
+    }
+    const sources = rebuildSources
+      .split(',')
+      .map((item) => item.trim())
+      .filter(Boolean)
+    setActionLoading(true)
+    try {
+      const payload = await rebuildMemoryEpisodes({
+        source: rebuildSource.trim(),
+        sources,
+        all: rebuildAll,
+      })
+      toast({
+        title: payload.success ? 'Episode 重建已提交' : 'Episode 重建失败',
+        description: String(payload.detail ?? payload.error ?? `影响来源 ${payload.rebuilt ?? 0} 个`),
+        variant: payload.success ? 'default' : 'destructive',
+      })
+      await loadEpisodes()
+    } catch (error) {
+      toast({
+        title: 'Episode 重建失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setActionLoading(false)
+    }
+  }, [loadEpisodes, rebuildAll, rebuildSource, rebuildSources, toast])
+
+  const submitProcessPending = useCallback(async () => {
+    setActionLoading(true)
+    try {
+      const payload = await processMemoryEpisodePending({
+        limit: parsePositiveInt(pendingLimit, 20),
+        max_retry: parsePositiveInt(pendingMaxRetry, 3),
+      })
+      toast({
+        title: payload.success ? '已处理待生成 Episode' : '处理待生成 Episode 失败',
+        description: String(payload.detail ?? payload.error ?? `已处理 ${payload.processed ?? 0} 项`),
+        variant: payload.success ? 'default' : 'destructive',
+      })
+      await loadEpisodes()
+    } catch (error) {
+      toast({
+        title: '处理待生成 Episode 失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setActionLoading(false)
+    }
+  }, [loadEpisodes, pendingLimit, pendingMaxRetry, toast])
+
+  return (
+    <div className="space-y-4">
+      <div className="grid gap-4 xl:grid-cols-4">
+        {[
+          { label: '待处理队列', value: Number(status?.pending_queue ?? 0) },
+          { label: '待重建', value: getStatusCount(status, 'pending') },
+          { label: '运行中', value: getStatusCount(status, 'running') },
+          { label: '失败来源', value: failedItems.length || getStatusCount(status, 'failed') },
+        ].map((item) => (
+          <Card key={item.label}>
+            <CardHeader className="pb-3">
+              <CardDescription>{item.label}</CardDescription>
+              <CardTitle className="text-2xl">{item.value}</CardTitle>
+            </CardHeader>
+          </Card>
+        ))}
+      </div>
+
+      <div className="grid gap-4 xl:grid-cols-[minmax(0,0.95fr)_minmax(0,1.05fr)]">
+        <Card>
+          <CardHeader>
+            <CardTitle className="flex items-center gap-2">
+              <Search className="h-4 w-4" />
+              Episode 查询
+            </CardTitle>
+            <CardDescription>按平台账号、来源和时间范围查看情节记忆构建结果；person_id 查询放在高级入口。</CardDescription>
+          </CardHeader>
+          <CardContent className="space-y-4">
+            <div className="grid gap-3 md:grid-cols-2">
+              <div className="space-y-2">
+                <Label htmlFor="episode-platform">平台</Label>
+                <Input
+                  id="episode-platform"
+                  value={platform}
+                  onChange={(event) => setPlatform(event.target.value)}
+                  placeholder="例如 qq、telegram、webui"
+                />
+              </div>
+              <div className="space-y-2">
+                <Label htmlFor="episode-user-id">用户账号</Label>
+                <Input id="episode-user-id" value={userId} onChange={(event) => setUserId(event.target.value)} placeholder="输入平台侧 user_id" />
+              </div>
+              <div className="space-y-2">
+                <Label htmlFor="episode-query">关键词</Label>
+                <Input id="episode-query" value={query} onChange={(event) => setQuery(event.target.value)} placeholder="搜索摘要或内容" />
+              </div>
+              <div className="space-y-2">
+                <Label htmlFor="episode-source">来源</Label>
+                <Input id="episode-source" value={source} onChange={(event) => setSource(event.target.value)} placeholder="chat_summary:..." />
+              </div>
+              <div className="space-y-2">
+                <Label htmlFor="episode-limit">数量</Label>
+                <Input id="episode-limit" type="number" value={limit} onChange={(event) => setLimit(event.target.value)} />
+              </div>
+              <div className="space-y-2">
+                <Label htmlFor="episode-time-start">开始时间戳</Label>
+                <Input id="episode-time-start" value={timeStart} onChange={(event) => setTimeStart(event.target.value)} placeholder="可选" />
+              </div>
+              <div className="space-y-2">
+                <Label htmlFor="episode-time-end">结束时间戳</Label>
+                <Input id="episode-time-end" value={timeEnd} onChange={(event) => setTimeEnd(event.target.value)} placeholder="可选" />
+              </div>
+            </div>
+
+            <Collapsible open={showAdvancedPersonId} onOpenChange={setShowAdvancedPersonId} className="rounded-lg border bg-muted/10">
+              <CollapsibleTrigger asChild>
+                <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                  <span>高级查询</span>
+                  <ChevronDown className={cn('h-4 w-4 transition-transform', showAdvancedPersonId && 'rotate-180')} />
+                </Button>
+              </CollapsibleTrigger>
+              <CollapsibleContent className="space-y-2 border-t px-3 py-3">
+                <Label htmlFor="episode-person">person_id</Label>
+                <Input
+                  id="episode-person"
+                  value={personId}
+                  onChange={(event) => setPersonId(event.target.value)}
+                  placeholder="调试或后台管理时直接输入"
+                />
+              </CollapsibleContent>
+            </Collapsible>
+
+            <Button onClick={() => void loadEpisodes()} disabled={loading}>
+              <RefreshCw className={cn('mr-2 h-4 w-4', loading && 'animate-spin')} />
+              刷新 Episode
+            </Button>
+
+            <ScrollArea className="h-[420px] rounded-lg border">
+              <Table>
+                <TableHeader className="sticky top-0 bg-background">
+                  <TableRow>
+                    <TableHead>Episode</TableHead>
+                    <TableHead>来源</TableHead>
+                    <TableHead>更新时间</TableHead>
+                  </TableRow>
+                </TableHeader>
+                <TableBody>
+                  {items.length > 0 ? items.map((item) => {
+                    const episodeId = getEpisodeId(item)
+                    return (
+                      <TableRow
+                        key={episodeId || getEpisodeTitle(item)}
+                        className={cn('cursor-pointer', selectedId === episodeId && 'bg-muted/60')}
+                        onClick={() => setSelectedId(episodeId)}
+                      >
+                        <TableCell>
+                          <div className="max-w-[280px] truncate font-medium">{getEpisodeTitle(item)}</div>
+                          {item.person_name || item.person_id ? (
+                            <div className="max-w-[280px] truncate text-xs text-muted-foreground">
+                              {String(item.person_name || item.person_id)}
+                              {item.person_name && item.person_id ? <span className="font-mono"> · {String(item.person_id)}</span> : null}
+                            </div>
+                          ) : null}
+                          <div className="font-mono text-[11px] text-muted-foreground break-all">{episodeId || '-'}</div>
+                        </TableCell>
+                        <TableCell className="max-w-[180px] truncate">{String(item.source ?? '-')}</TableCell>
+                        <TableCell>{formatMemoryTime(item.updated_at ?? item.created_at)}</TableCell>
+                      </TableRow>
+                    )
+                  }) : (
+                    <TableRow>
+                      <TableCell colSpan={3} className="text-center text-muted-foreground">
+                        {loading ? '正在加载 Episode...' : '没有匹配的 Episode'}
+                      </TableCell>
+                    </TableRow>
+                  )}
+                </TableBody>
+              </Table>
+            </ScrollArea>
+          </CardContent>
+        </Card>
+
+        <div className="space-y-4">
+          <Card>
+            <CardHeader>
+              <CardTitle>Episode 详情</CardTitle>
+              <CardDescription>查看情节摘要、原始字段和关联段落。</CardDescription>
+            </CardHeader>
+            <CardContent className="space-y-4">
+              {detailLoading ? (
+                <div className="flex items-center gap-2 text-sm text-muted-foreground">
+                  <Loader2 className="h-4 w-4 animate-spin" />
+                  正在加载详情
+                </div>
+              ) : selectedEpisode ? (
+                <>
+                  <div className="flex flex-wrap gap-2">
+                    <Badge variant="outline">{getEpisodeId(selectedEpisode) || '无 ID'}</Badge>
+                    {selectedEpisode.source ? <Badge variant="secondary">{String(selectedEpisode.source)}</Badge> : null}
+                    {selectedEpisode.person_name ? <Badge>{String(selectedEpisode.person_name)}</Badge> : null}
+                    {selectedEpisode.person_id ? <Badge variant="outline">{String(selectedEpisode.person_id)}</Badge> : null}
+                  </div>
+                  <Textarea value={String(selectedEpisode.summary ?? selectedEpisode.content ?? '')} readOnly className="min-h-[120px]" />
+                  <Collapsible open={showRawEpisodePayload} onOpenChange={setShowRawEpisodePayload} className="rounded-lg border bg-muted/10">
+                    <CollapsibleTrigger asChild>
+                      <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                        <span>原始响应 JSON</span>
+                        <ChevronDown className={cn('h-4 w-4 transition-transform', showRawEpisodePayload && 'rotate-180')} />
+                      </Button>
+                    </CollapsibleTrigger>
+                    <CollapsibleContent className="border-t">
+                      <pre className="max-h-56 overflow-auto p-3 text-xs break-words whitespace-pre-wrap">
+                        {JSON.stringify(selectedEpisode, null, 2)}
+                      </pre>
+                    </CollapsibleContent>
+                  </Collapsible>
+                  <div className="space-y-2">
+                    <div className="text-sm font-medium">关联段落</div>
+                    {selectedEpisodeParagraphs.length > 0 ? (
+                      <ScrollArea className="h-[220px] rounded-lg border bg-background/60">
+                        <div className="space-y-2 p-3">
+                          {selectedEpisodeParagraphs.map((paragraph, index) => (
+                            <div key={String(paragraph.hash ?? index)} className="rounded-lg border bg-muted/20 p-3">
+                              <div className="font-mono text-[11px] text-muted-foreground break-all">{String(paragraph.hash ?? '-')}</div>
+                              <div className="mt-2 text-sm break-words">{String(paragraph.preview ?? paragraph.content ?? '')}</div>
+                            </div>
+                          ))}
+                        </div>
+                      </ScrollArea>
+                    ) : (
+                      <div className="rounded-lg border border-dashed bg-muted/20 p-4 text-sm text-muted-foreground">当前详情没有段落明细。</div>
+                    )}
+                  </div>
+                </>
+              ) : (
+                <div className="rounded-lg border border-dashed bg-muted/20 p-6 text-center text-sm text-muted-foreground">选择一个 Episode 查看详情。</div>
+              )}
+            </CardContent>
+          </Card>
+
+          <Card>
+            <CardHeader>
+              <CardTitle className="flex items-center gap-2">
+                <RotateCcw className="h-4 w-4" />
+                Episode 运维
+              </CardTitle>
+              <CardDescription>重新生成指定来源的情景记忆，或处理后台尚未生成的 Episode 任务。</CardDescription>
+            </CardHeader>
+            <CardContent className="space-y-5">
+              {failedItems.length > 0 ? (
+                <Alert>
+                  <AlertDescription>
+                    最近失败来源：{failedItems.slice(0, 3).map((item) => String(item.source ?? item.id ?? item.error ?? '未知')).join('、')}
+                  </AlertDescription>
+                </Alert>
+              ) : null}
+
+              <div className="space-y-3 rounded-lg border bg-muted/10 p-3">
+                <div>
+                  <div className="text-sm font-medium">重新生成来源 Episode</div>
+                  <div className="mt-1 text-xs text-muted-foreground">
+                    适用于导入内容变化、反馈纠错后，需要用来源下的段落替换旧 Episode 的场景。
+                  </div>
+                </div>
+                <div className="grid gap-3 md:grid-cols-2">
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-rebuild-source">来源 ID</Label>
+                    <Input
+                      id="episode-rebuild-source"
+                      value={rebuildSource}
+                      onChange={(event) => setRebuildSource(event.target.value)}
+                      placeholder="例如 chat_summary:test-webui:coffee"
+                    />
+                  </div>
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-rebuild-sources">多个来源 ID</Label>
+                    <Input
+                      id="episode-rebuild-sources"
+                      value={rebuildSources}
+                      onChange={(event) => setRebuildSources(event.target.value)}
+                      placeholder="用英文逗号分隔多个来源"
+                    />
+                  </div>
+                </div>
+                <label className="flex items-center gap-2 text-sm">
+                  <input type="checkbox" checked={rebuildAll} onChange={(event) => setRebuildAll(event.target.checked)} />
+                  重新生成全部可用来源
+                </label>
+                <Button onClick={() => void submitRebuild()} disabled={actionLoading}>
+                  <RotateCcw className="mr-2 h-4 w-4" />
+                  重新生成 Episode
+                </Button>
+              </div>
+
+              <div className="space-y-3 rounded-lg border bg-muted/10 p-3">
+                <div>
+                  <div className="text-sm font-medium">处理待生成任务</div>
+                  <div className="mt-1 text-xs text-muted-foreground">
+                    适用于后台已有待生成段落时，手动推进这些段落生成 Episode。
+                  </div>
+                </div>
+                <div className="grid gap-3 md:grid-cols-[1fr_1fr_auto] md:items-end">
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-pending-limit">本次处理上限</Label>
+                    <Input id="episode-pending-limit" type="number" value={pendingLimit} onChange={(event) => setPendingLimit(event.target.value)} />
+                  </div>
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-pending-retry">失败重试上限</Label>
+                    <Input id="episode-pending-retry" type="number" value={pendingMaxRetry} onChange={(event) => setPendingMaxRetry(event.target.value)} />
+                  </div>
+                  <Button variant="outline" onClick={() => void submitProcessPending()} disabled={actionLoading}>
+                    <Play className="mr-2 h-4 w-4" />
+                    处理待生成任务
+                  </Button>
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+        </div>
+      </div>
+    </div>
+  )
+}

dashboard/src/components/memory/MemoryMaintenanceManager.tsx

@@ -0,0 +1,325 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import { Lock, RefreshCw, RotateCcw, Shield, Snowflake } from 'lucide-react'
+
+import { Alert, AlertDescription } from '@/components/ui/alert'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
+import { Input } from '@/components/ui/input'
+import { Label } from '@/components/ui/label'
+import { ScrollArea } from '@/components/ui/scroll-area'
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
+import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from '@/components/ui/table'
+import { useToast } from '@/hooks/use-toast'
+import {
+  freezeMemory,
+  getMemoryRecycleBin,
+  protectMemory,
+  reinforceMemory,
+  restoreMaintainedMemory,
+  type MemoryMaintenanceActionPayload,
+  type MemoryMaintenanceItemPayload,
+} from '@/lib/memory-api'
+import { cn } from '@/lib/utils'
+
+type MaintenanceAction = 'reinforce' | 'freeze' | 'protect' | 'restore'
+
+function formatMemoryTime(timestamp?: number | null): string {
+  if (!timestamp) {
+    return '-'
+  }
+  const normalized = timestamp > 1_000_000_000_000 ? timestamp : timestamp * 1000
+  const value = new Date(normalized)
+  if (Number.isNaN(value.getTime())) {
+    return '-'
+  }
+  return value.toLocaleString('zh-CN', {
+    hour12: false,
+    year: 'numeric',
+    month: '2-digit',
+    day: '2-digit',
+    hour: '2-digit',
+    minute: '2-digit',
+  })
+}
+
+function parsePositiveInt(value: string, fallback: number): number {
+  const parsed = Number(value)
+  if (!Number.isInteger(parsed) || parsed <= 0) {
+    return fallback
+  }
+  return parsed
+}
+
+function parseOptionalHours(value: string): number | undefined {
+  const trimmed = value.trim()
+  if (!trimmed) {
+    return undefined
+  }
+  const parsed = Number(trimmed)
+  return Number.isFinite(parsed) && parsed >= 0 ? parsed : undefined
+}
+
+function getRelationTarget(item: MemoryMaintenanceItemPayload): string {
+  return String(item.hash ?? item.relation_hash ?? '')
+}
+
+function getRelationText(item: MemoryMaintenanceItemPayload): string {
+  const direct = String(item.text ?? '').trim()
+  if (direct) {
+    return direct
+  }
+  return [item.subject, item.predicate, item.object].map((value) => String(value ?? '').trim()).filter(Boolean).join(' ')
+}
+
+function getActionLabel(action: MaintenanceAction): string {
+  switch (action) {
+    case 'reinforce':
+      return '强化'
+    case 'freeze':
+      return '冻结'
+    case 'protect':
+      return '保护'
+    case 'restore':
+      return '恢复'
+    default:
+      return action
+  }
+}
+
+export function MemoryMaintenanceManager() {
+  const { toast } = useToast()
+  const [target, setTarget] = useState('')
+  const [action, setAction] = useState<MaintenanceAction>('reinforce')
+  const [protectHours, setProtectHours] = useState('')
+  const [recycleLimit, setRecycleLimit] = useState('50')
+  const [items, setItems] = useState<MemoryMaintenanceItemPayload[]>([])
+  const [loading, setLoading] = useState(false)
+  const [actionLoading, setActionLoading] = useState(false)
+  const [itemSearch, setItemSearch] = useState('')
+  const initialLoadedRef = useRef(false)
+
+  const filteredItems = useMemo(() => {
+    const keyword = itemSearch.trim().toLowerCase()
+    if (!keyword) {
+      return items
+    }
+    return items.filter((item) =>
+      [
+        getRelationTarget(item),
+        getRelationText(item),
+        item.source,
+        item.subject,
+        item.predicate,
+        item.object,
+      ].some((value) => String(value ?? '').toLowerCase().includes(keyword)),
+    )
+  }, [itemSearch, items])
+
+  const loadRecycleBin = useCallback(async () => {
+    setLoading(true)
+    try {
+      const payload = await getMemoryRecycleBin(parsePositiveInt(recycleLimit, 50))
+      setItems(payload.items ?? [])
+    } catch (error) {
+      toast({
+        title: '加载记忆回收站失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setLoading(false)
+    }
+  }, [recycleLimit, toast])
+
+  useEffect(() => {
+    if (initialLoadedRef.current) {
+      return
+    }
+    initialLoadedRef.current = true
+    void loadRecycleBin()
+  }, [loadRecycleBin])
+
+  const runAction = useCallback(async (nextAction: MaintenanceAction, nextTarget: string) => {
+    const cleanTarget = nextTarget.trim()
+    if (!cleanTarget) {
+      toast({
+        title: '缺少维护目标',
+        description: '请输入关系 hash 或查询文本。',
+        variant: 'destructive',
+      })
+      return
+    }
+    if (nextAction === 'freeze' && !window.confirm('确认冻结命中的记忆关系？冻结后关系会从活跃图谱中移除。')) {
+      return
+    }
+    if (nextAction === 'restore' && !window.confirm('确认恢复命中的记忆关系？')) {
+      return
+    }
+
+    setActionLoading(true)
+    try {
+      let payload: MemoryMaintenanceActionPayload
+      if (nextAction === 'reinforce') {
+        payload = await reinforceMemory(cleanTarget)
+      } else if (nextAction === 'freeze') {
+        payload = await freezeMemory(cleanTarget)
+      } else if (nextAction === 'protect') {
+        payload = await protectMemory(cleanTarget, parseOptionalHours(protectHours))
+      } else {
+        payload = await restoreMaintainedMemory(cleanTarget)
+      }
+      toast({
+        title: payload.success ? `记忆${getActionLabel(nextAction)}完成` : `记忆${getActionLabel(nextAction)}失败`,
+        description: String(payload.detail ?? payload.error ?? ''),
+        variant: payload.success ? 'default' : 'destructive',
+      })
+      await loadRecycleBin()
+    } catch (error) {
+      toast({
+        title: `记忆${getActionLabel(nextAction)}失败`,
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setActionLoading(false)
+    }
+  }, [loadRecycleBin, protectHours, toast])
+
+  return (
+    <div className="grid gap-4 xl:grid-cols-[minmax(0,0.8fr)_minmax(0,1.2fr)]">
+      <Card>
+        <CardHeader>
+          <CardTitle className="flex items-center gap-2">
+            <Shield className="h-4 w-4" />
+            记忆维护操作
+          </CardTitle>
+          <CardDescription>对关系 hash 或查询文本命中的长期记忆执行强化、冻结、保护和恢复。</CardDescription>
+        </CardHeader>
+        <CardContent className="space-y-4">
+          <Alert>
+            <AlertDescription>
+              维护目标沿用后端解析规则：优先匹配关系 hash，也可以输入查询文本让后端解析命中的关系。
+            </AlertDescription>
+          </Alert>
+          <div className="space-y-2">
+            <Label htmlFor="maintenance-target">维护目标</Label>
+            <Input id="maintenance-target" value={target} onChange={(event) => setTarget(event.target.value)} placeholder="relation hash 或查询文本" />
+          </div>
+          <div className="grid gap-3 md:grid-cols-2">
+            <div className="space-y-2">
+              <Label>动作</Label>
+              <Select value={action} onValueChange={(value) => setAction(value as MaintenanceAction)}>
+                <SelectTrigger>
+                  <SelectValue />
+                </SelectTrigger>
+                <SelectContent>
+                  <SelectItem value="reinforce">强化</SelectItem>
+                  <SelectItem value="freeze">冻结</SelectItem>
+                  <SelectItem value="protect">保护</SelectItem>
+                  <SelectItem value="restore">恢复</SelectItem>
+                </SelectContent>
+              </Select>
+            </div>
+            <div className="space-y-2">
+              <Label htmlFor="maintenance-hours">保护时长（小时）</Label>
+              <Input
+                id="maintenance-hours"
+                type="number"
+                value={protectHours}
+                onChange={(event) => setProtectHours(event.target.value)}
+                placeholder="空值表示永久保护"
+                disabled={action !== 'protect'}
+              />
+            </div>
+          </div>
+          <Button onClick={() => void runAction(action, target)} disabled={actionLoading}>
+            {action === 'reinforce' ? <Lock className="mr-2 h-4 w-4" /> : null}
+            {action === 'freeze' ? <Snowflake className="mr-2 h-4 w-4" /> : null}
+            {action === 'protect' ? <Shield className="mr-2 h-4 w-4" /> : null}
+            {action === 'restore' ? <RotateCcw className="mr-2 h-4 w-4" /> : null}
+            执行{getActionLabel(action)}
+          </Button>
+        </CardContent>
+      </Card>
+
+      <Card>
+        <CardHeader>
+          <CardTitle className="flex items-center gap-2">
+            <RotateCcw className="h-4 w-4" />
+            记忆回收站
+          </CardTitle>
+          <CardDescription>查看已删除关系，并支持按行恢复。</CardDescription>
+        </CardHeader>
+        <CardContent className="space-y-4">
+          <div className="grid gap-3 md:grid-cols-[minmax(0,1fr)_140px_auto] md:items-end">
+            <div className="space-y-2">
+              <Label htmlFor="maintenance-search">筛选</Label>
+              <Input id="maintenance-search" value={itemSearch} onChange={(event) => setItemSearch(event.target.value)} placeholder="按 hash、主体、谓词、来源筛选" />
+            </div>
+            <div className="space-y-2">
+              <Label htmlFor="maintenance-limit">数量</Label>
+              <Input id="maintenance-limit" type="number" value={recycleLimit} onChange={(event) => setRecycleLimit(event.target.value)} />
+            </div>
+            <Button variant="outline" onClick={() => void loadRecycleBin()} disabled={loading}>
+              <RefreshCw className={cn('mr-2 h-4 w-4', loading && 'animate-spin')} />
+              刷新
+            </Button>
+          </div>
+          <div className="flex flex-wrap gap-2 text-sm text-muted-foreground">
+            <Badge variant="outline">已加载 {items.length} 条</Badge>
+            <Badge variant="secondary">当前命中 {filteredItems.length} 条</Badge>
+          </div>
+          <ScrollArea className="h-[520px] rounded-lg border">
+            <Table>
+              <TableHeader className="sticky top-0 bg-background">
+                <TableRow>
+                  <TableHead>关系</TableHead>
+                  <TableHead>删除时间</TableHead>
+                  <TableHead>操作</TableHead>
+                </TableRow>
+              </TableHeader>
+              <TableBody>
+                {filteredItems.length > 0 ? filteredItems.map((item, index) => {
+                  const rowTarget = getRelationTarget(item)
+                  return (
+                    <TableRow key={`${rowTarget}:${index}`}>
+                      <TableCell>
+                        <div className="font-medium break-words">{getRelationText(item) || '-'}</div>
+                        <div className="mt-1 font-mono text-[11px] text-muted-foreground break-all">{rowTarget || '-'}</div>
+                        {item.source ? <Badge variant="outline" className="mt-2">{String(item.source)}</Badge> : null}
+                      </TableCell>
+                      <TableCell>{formatMemoryTime(item.deleted_at ?? item.updated_at)}</TableCell>
+                      <TableCell>
+                        <Button
+                          size="sm"
+                          variant="outline"
+                          onClick={() => void runAction('restore', rowTarget)}
+                          disabled={!rowTarget || actionLoading}
+                        >
+                          恢复
+                        </Button>
+                      </TableCell>
+                    </TableRow>
+                  )
+                }) : (
+                  <TableRow>
+                    <TableCell colSpan={3} className="text-center text-muted-foreground">
+                      {loading ? '正在加载回收站...' : '回收站没有可展示的关系'}
+                    </TableCell>
+                  </TableRow>
+                )}
+              </TableBody>
+            </Table>
+          </ScrollArea>
+        </CardContent>
+      </Card>
+    </div>
+  )
+}

dashboard/src/components/memory/MemoryProfileManager.tsx

@@ -0,0 +1,482 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import { ChevronDown, Loader2, RefreshCw, Save, Search, Trash2 } from 'lucide-react'
+
+import { Alert, AlertDescription } from '@/components/ui/alert'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
+import { Checkbox } from '@/components/ui/checkbox'
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from '@/components/ui/collapsible'
+import { Input } from '@/components/ui/input'
+import { Label } from '@/components/ui/label'
+import { ScrollArea } from '@/components/ui/scroll-area'
+import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from '@/components/ui/table'
+import { Textarea } from '@/components/ui/textarea'
+import { useToast } from '@/hooks/use-toast'
+import {
+  deleteMemoryProfileOverride,
+  getMemoryProfiles,
+  queryMemoryProfile,
+  searchMemoryProfiles,
+  setMemoryProfileOverride,
+  type MemoryProfileItemPayload,
+  type MemoryProfileQueryPayload,
+} from '@/lib/memory-api'
+import { cn } from '@/lib/utils'
+
+function formatMemoryTime(timestamp?: number | null): string {
+  if (!timestamp) {
+    return '-'
+  }
+  const normalized = timestamp > 1_000_000_000_000 ? timestamp : timestamp * 1000
+  const value = new Date(normalized)
+  if (Number.isNaN(value.getTime())) {
+    return '-'
+  }
+  return value.toLocaleString('zh-CN', {
+    hour12: false,
+    year: 'numeric',
+    month: '2-digit',
+    day: '2-digit',
+    hour: '2-digit',
+    minute: '2-digit',
+  })
+}
+
+function parsePositiveInt(value: string, fallback: number): number {
+  const parsed = Number(value)
+  if (!Number.isInteger(parsed) || parsed <= 0) {
+    return fallback
+  }
+  return parsed
+}
+
+function stringifyOverride(value: MemoryProfileItemPayload['manual_override']): string {
+  if (!value) {
+    return ''
+  }
+  if (typeof value === 'string') {
+    return value
+  }
+  const text = value.override_text ?? value.text
+  if (typeof text === 'string') {
+    return text
+  }
+  return JSON.stringify(value, null, 2)
+}
+
+function resolveProfileText(queryResult: MemoryProfileQueryPayload | null, selectedProfile: MemoryProfileItemPayload | null): string {
+  if (typeof queryResult?.profile_text === 'string') {
+    return queryResult.profile_text
+  }
+  const queryProfile = queryResult?.profile
+  if (queryProfile && typeof queryProfile === 'object' && typeof queryProfile.profile_text === 'string') {
+    return queryProfile.profile_text
+  }
+  return selectedProfile?.profile_text ?? ''
+}
+
+export function MemoryProfileManager() {
+  const { toast } = useToast()
+  const [profiles, setProfiles] = useState<MemoryProfileItemPayload[]>([])
+  const [profileListMode, setProfileListMode] = useState<'library' | 'search'>('library')
+  const [selectedPersonId, setSelectedPersonId] = useState('')
+  const [queryPersonId, setQueryPersonId] = useState('')
+  const [queryKeyword, setQueryKeyword] = useState('')
+  const [queryPlatform, setQueryPlatform] = useState('')
+  const [queryUserId, setQueryUserId] = useState('')
+  const [queryLimit, setQueryLimit] = useState('12')
+  const [forceRefresh, setForceRefresh] = useState(false)
+  const [showAdvancedPersonId, setShowAdvancedPersonId] = useState(false)
+  const [showRawProfilePayload, setShowRawProfilePayload] = useState(false)
+  const [overrideText, setOverrideText] = useState('')
+  const [queryResult, setQueryResult] = useState<MemoryProfileQueryPayload | null>(null)
+  const [loading, setLoading] = useState(false)
+  const [querying, setQuerying] = useState(false)
+  const [saving, setSaving] = useState(false)
+  const initialLoadedRef = useRef(false)
+
+  const selectedProfile = useMemo(
+    () => profiles.find((item) => item.person_id === selectedPersonId) ?? null,
+    [profiles, selectedPersonId],
+  )
+  const profileText = resolveProfileText(queryResult, selectedProfile)
+  const selectedDisplayName = selectedProfile?.person_name || selectedPersonId || String(queryResult?.person_id ?? '未选择')
+
+  const loadProfiles = useCallback(async () => {
+    setLoading(true)
+    try {
+      const payload = await getMemoryProfiles(80)
+      const nextItems = payload.items ?? []
+      setProfiles(nextItems)
+      setProfileListMode('library')
+      if (!selectedPersonId && nextItems.length > 0) {
+        setSelectedPersonId(nextItems[0].person_id)
+      }
+    } catch (error) {
+      toast({
+        title: '加载人物画像失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setLoading(false)
+    }
+  }, [selectedPersonId, toast])
+
+  useEffect(() => {
+    if (initialLoadedRef.current) {
+      return
+    }
+    initialLoadedRef.current = true
+    void loadProfiles()
+  }, [loadProfiles])
+
+  useEffect(() => {
+    setOverrideText(stringifyOverride(selectedProfile?.manual_override))
+  }, [selectedProfile])
+
+  const submitQuery = useCallback(async () => {
+    const directPersonId = showAdvancedPersonId ? queryPersonId.trim() : ''
+    const cleanKeyword = queryKeyword.trim()
+    const cleanPlatform = queryPlatform.trim()
+    const cleanUserId = queryUserId.trim()
+    const hasAccountLocator = Boolean(cleanPlatform && cleanUserId)
+    if (!directPersonId && !cleanKeyword && !hasAccountLocator) {
+      toast({
+        title: '请输入查询条件',
+        description: '用户账号、关键词、或高级 person_id 至少填写一种。',
+        variant: 'destructive',
+      })
+      return
+    }
+    setQuerying(true)
+    try {
+      if (!directPersonId && !hasAccountLocator) {
+        const searchPayload = await searchMemoryProfiles({
+          personKeyword: cleanKeyword,
+          limit: 80,
+        })
+        const nextItems = searchPayload.items ?? []
+        setProfiles(nextItems)
+        setProfileListMode('search')
+        setQueryResult(null)
+        setSelectedPersonId(nextItems[0]?.person_id ?? '')
+        toast({
+          title: '人物画像检索完成',
+          description: `命中 ${nextItems.length} 个画像。`,
+        })
+        return
+      }
+
+      const payload = await queryMemoryProfile({
+        personId: directPersonId,
+        personKeyword: cleanKeyword,
+        platform: cleanPlatform,
+        userId: cleanUserId,
+        limit: parsePositiveInt(queryLimit, 12),
+        forceRefresh,
+      })
+      if (payload.success === false) {
+        throw new Error(String(payload.error ?? '人物画像查询失败'))
+      }
+      setQueryResult(payload)
+      const nextPersonId = String(payload.person_id ?? payload.profile?.person_id ?? directPersonId ?? '')
+      const searchPayload = await searchMemoryProfiles({
+        personId: nextPersonId || directPersonId,
+        personKeyword: cleanKeyword,
+        platform: cleanPlatform,
+        userId: cleanUserId,
+        limit: 80,
+      })
+      const nextItems = searchPayload.items ?? []
+      setProfiles(nextItems)
+      setProfileListMode('search')
+      if (nextPersonId) {
+        setSelectedPersonId(nextPersonId)
+        setQueryPersonId(nextPersonId)
+      } else if (nextItems.length > 0) {
+        setSelectedPersonId(nextItems[0].person_id)
+      }
+      toast({
+        title: '人物画像查询完成',
+        description: forceRefresh ? '已请求强制刷新画像。' : '已获取画像结果。',
+      })
+    } catch (error) {
+      toast({
+        title: '人物画像查询失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setQuerying(false)
+    }
+  }, [forceRefresh, queryKeyword, queryLimit, queryPersonId, queryPlatform, queryUserId, showAdvancedPersonId, toast])
+
+  const saveOverride = useCallback(async () => {
+    const personId = selectedPersonId || queryPersonId.trim()
+    if (!personId) {
+      toast({
+        title: '缺少人物 ID',
+        description: '请选择或输入一个 person_id 后再保存 override。',
+        variant: 'destructive',
+      })
+      return
+    }
+    setSaving(true)
+    try {
+      await setMemoryProfileOverride({
+        person_id: personId,
+        override_text: overrideText,
+        updated_by: 'knowledge_base',
+        source: 'webui',
+      })
+      toast({ title: '人物画像 override 已保存' })
+      await loadProfiles()
+    } catch (error) {
+      toast({
+        title: '保存人物画像 override 失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setSaving(false)
+    }
+  }, [loadProfiles, overrideText, queryPersonId, selectedPersonId, toast])
+
+  const deleteOverride = useCallback(async () => {
+    const personId = selectedPersonId || queryPersonId.trim()
+    if (!personId) {
+      return
+    }
+    if (!window.confirm(`确认删除 ${personId} 的人物画像 override？`)) {
+      return
+    }
+    setSaving(true)
+    try {
+      await deleteMemoryProfileOverride(personId)
+      setOverrideText('')
+      toast({ title: '人物画像 override 已删除' })
+      await loadProfiles()
+    } catch (error) {
+      toast({
+        title: '删除人物画像 override 失败',
+        description: error instanceof Error ? error.message : String(error),
+        variant: 'destructive',
+      })
+    } finally {
+      setSaving(false)
+    }
+  }, [loadProfiles, queryPersonId, selectedPersonId, toast])
+
+  return (
+    <div className="grid gap-4 xl:grid-cols-[minmax(0,0.9fr)_minmax(0,1.1fr)]">
+      <Card>
+        <CardHeader>
+          <CardTitle className="flex items-center gap-2">
+            <Search className="h-4 w-4" />
+            人物画像查询
+          </CardTitle>
+          <CardDescription>按平台账号定位人物画像，可用关键词辅助检索；person_id 查询放在高级入口。</CardDescription>
+        </CardHeader>
+        <CardContent className="space-y-4">
+          <div className="grid gap-3 md:grid-cols-2">
+            <div className="space-y-2">
+              <Label htmlFor="profile-platform">平台</Label>
+              <Input
+                id="profile-platform"
+                value={queryPlatform}
+                onChange={(event) => setQueryPlatform(event.target.value)}
+                placeholder="例如 qq、telegram、webui"
+              />
+            </div>
+            <div className="space-y-2">
+              <Label htmlFor="profile-user-id">用户账号</Label>
+              <Input
+                id="profile-user-id"
+                value={queryUserId}
+                onChange={(event) => setQueryUserId(event.target.value)}
+                placeholder="输入平台侧 user_id"
+              />
+            </div>
+            <div className="space-y-2">
+              <Label htmlFor="profile-keyword">人物关键词</Label>
+              <Input id="profile-keyword" value={queryKeyword} onChange={(event) => setQueryKeyword(event.target.value)} placeholder="可选" />
+            </div>
+            <div className="space-y-2">
+              <Label htmlFor="profile-limit">证据数量</Label>
+              <Input id="profile-limit" type="number" value={queryLimit} onChange={(event) => setQueryLimit(event.target.value)} />
+            </div>
+            <div className="flex items-center gap-2 self-end pb-2">
+              <Checkbox
+                id="profile-force-refresh"
+                checked={forceRefresh}
+                onCheckedChange={(value) => setForceRefresh(Boolean(value))}
+              />
+              <Label htmlFor="profile-force-refresh" className="text-sm font-normal">
+                强制刷新画像
+              </Label>
+            </div>
+          </div>
+
+          <Collapsible open={showAdvancedPersonId} onOpenChange={setShowAdvancedPersonId} className="rounded-lg border bg-muted/10">
+            <CollapsibleTrigger asChild>
+              <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                <span>高级查询</span>
+                <ChevronDown className={cn('h-4 w-4 transition-transform', showAdvancedPersonId && 'rotate-180')} />
+              </Button>
+            </CollapsibleTrigger>
+            <CollapsibleContent className="space-y-2 border-t px-3 py-3">
+              <Label htmlFor="profile-person-id">person_id</Label>
+              <Input
+                id="profile-person-id"
+                value={queryPersonId}
+                onChange={(event) => setQueryPersonId(event.target.value)}
+                placeholder="调试或后台管理时直接输入"
+              />
+            </CollapsibleContent>
+          </Collapsible>
+
+          {selectedPersonId || queryPersonId ? (
+            <div className="rounded-lg border bg-muted/20 px-3 py-2 text-sm">
+              <div className="text-muted-foreground">当前定位 person_id</div>
+              <div className="mt-1 break-all font-mono text-xs">{selectedPersonId || queryPersonId}</div>
+            </div>
+          ) : null}
+
+          <div className="flex flex-wrap gap-2">
+            <Button onClick={() => void submitQuery()} disabled={querying}>
+              <Search className="mr-2 h-4 w-4" />
+              查询人物画像
+            </Button>
+            <Button variant="outline" onClick={() => void loadProfiles()} disabled={loading}>
+              <RefreshCw className={cn('mr-2 h-4 w-4', loading && 'animate-spin')} />
+              查看画像库
+            </Button>
+          </div>
+
+          <div className="rounded-lg border bg-muted/10 px-3 py-2">
+            <div className="text-sm font-medium">{profileListMode === 'search' ? '检索结果' : '画像库'}</div>
+            <div className="mt-1 text-xs text-muted-foreground">
+              {profileListMode === 'search'
+                ? '根据当前平台账号、关键词或 person_id 筛选出的画像候选。'
+                : '系统中已生成的最新人物画像快照，按更新时间排序。'}
+            </div>
+          </div>
+
+          <ScrollArea className="h-[520px] rounded-lg border">
+            <Table>
+              <TableHeader className="sticky top-0 bg-background">
+                <TableRow>
+                  <TableHead>人物</TableHead>
+                  <TableHead>版本</TableHead>
+                  <TableHead>更新时间</TableHead>
+                </TableRow>
+              </TableHeader>
+              <TableBody>
+                {profiles.length > 0 ? profiles.map((item) => (
+                  <TableRow
+                    key={item.person_id}
+                    className={cn('cursor-pointer', selectedPersonId === item.person_id && 'bg-muted/60')}
+                    onClick={() => setSelectedPersonId(item.person_id)}
+                  >
+                    <TableCell>
+                      <div className="font-medium break-all">{item.person_name || item.person_id}</div>
+                      {item.person_name ? <div className="mt-0.5 font-mono text-xs text-muted-foreground break-all">{item.person_id}</div> : null}
+                      <div className="mt-1 flex flex-wrap gap-1">
+                        {item.has_manual_override ? <Badge variant="secondary">手动 override</Badge> : null}
+                        {item.source_note ? <Badge variant="outline">{item.source_note}</Badge> : null}
+                      </div>
+                    </TableCell>
+                    <TableCell>{Number(item.profile_version ?? 0)}</TableCell>
+                    <TableCell>{formatMemoryTime(item.updated_at)}</TableCell>
+                  </TableRow>
+                )) : (
+                  <TableRow>
+                    <TableCell colSpan={3} className="text-center text-muted-foreground">
+                      {loading ? '正在加载人物画像...' : profileListMode === 'search' ? '没有匹配的人物画像' : '还没有人物画像快照'}
+                    </TableCell>
+                  </TableRow>
+                )}
+              </TableBody>
+            </Table>
+          </ScrollArea>
+        </CardContent>
+      </Card>
+
+      <div className="space-y-4">
+        <Card>
+          <CardHeader>
+            <CardTitle>画像详情</CardTitle>
+            <CardDescription>展示当前快照、查询结果和原始响应。</CardDescription>
+          </CardHeader>
+          <CardContent className="space-y-4">
+            {querying ? (
+              <div className="flex items-center gap-2 text-sm text-muted-foreground">
+                <Loader2 className="h-4 w-4 animate-spin" />
+                正在查询人物画像
+              </div>
+            ) : null}
+            {selectedProfile || queryResult ? (
+              <>
+                <div className="flex flex-wrap gap-2">
+                  <Badge variant="outline">{selectedPersonId || String(queryResult?.person_id ?? '未选择')}</Badge>
+                  {selectedProfile?.expires_at ? <Badge variant="secondary">过期时间 {formatMemoryTime(selectedProfile.expires_at)}</Badge> : null}
+                </div>
+                <Textarea value={profileText} readOnly className="min-h-[180px]" placeholder="当前没有画像文本" />
+                <Collapsible open={showRawProfilePayload} onOpenChange={setShowRawProfilePayload} className="rounded-lg border bg-muted/10">
+                  <CollapsibleTrigger asChild>
+                    <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                      <span>原始响应 JSON</span>
+                      <ChevronDown className={cn('h-4 w-4 transition-transform', showRawProfilePayload && 'rotate-180')} />
+                    </Button>
+                  </CollapsibleTrigger>
+                  <CollapsibleContent className="border-t">
+                    <pre className="max-h-72 overflow-auto p-3 text-xs break-words whitespace-pre-wrap">
+                      {JSON.stringify(queryResult ?? selectedProfile ?? {}, null, 2)}
+                    </pre>
+                  </CollapsibleContent>
+                </Collapsible>
+              </>
+            ) : (
+              <div className="rounded-lg border border-dashed bg-muted/20 p-6 text-center text-sm text-muted-foreground">
+                选择一个人物或执行查询后查看详情。
+              </div>
+            )}
+          </CardContent>
+        </Card>
+
+        <Card>
+          <CardHeader>
+            <CardTitle>手动 Override</CardTitle>
+            <CardDescription>用人工画像覆盖自动生成结果；留空保存表示清空文本但保留 override 记录。</CardDescription>
+          </CardHeader>
+          <CardContent className="space-y-3">
+            {!selectedPersonId && !queryPersonId.trim() ? (
+              <Alert>
+                <AlertDescription>请选择或输入 person_id 后再编辑 override。</AlertDescription>
+              </Alert>
+            ) : null}
+            {selectedDisplayName ? <div className="text-sm text-muted-foreground">当前编辑对象：{selectedDisplayName}</div> : null}
+            <Textarea
+              value={overrideText}
+              onChange={(event) => setOverrideText(event.target.value)}
+              className="min-h-[180px]"
+              placeholder="输入希望固定使用的人物画像文本"
+            />
+            <div className="flex flex-wrap gap-2">
+              <Button onClick={() => void saveOverride()} disabled={saving}>
+                <Save className="mr-2 h-4 w-4" />
+                保存 override
+              </Button>
+              <Button variant="outline" onClick={() => void deleteOverride()} disabled={saving || (!selectedPersonId && !queryPersonId.trim())}>
+                <Trash2 className="mr-2 h-4 w-4" />
+                删除 override
+              </Button>
+            </div>
+          </CardContent>
+        </Card>
+      </div>
+    </div>
+  )
+}

dashboard/src/lib/memory-api.ts

@@ -6,26 +6,104 @@ import { isElectron } from './runtime'
 async function getMemoryApiBase(): Promise<string> {
   if (isElectron()) {
     const base = await getApiBaseUrl()
-    return base ? `${base}/api/webui/memory` : '/api/webui/memory'
+    return normalizeMemoryApiBase(base)
   }
-  return import.meta.env.VITE_API_BASE_URL
-    ? `${import.meta.env.VITE_API_BASE_URL}/memory`
-    : '/api/webui/memory'
+  return normalizeMemoryApiBase(import.meta.env.VITE_API_BASE_URL)
+}
+
+function normalizeMemoryApiBase(rawBase?: string | null): string {
+  const base = String(rawBase ?? '').replace(/\/+$/, '')
+  if (!base) {
+    return '/api/webui/memory'
+  }
+  if (base.endsWith('/api/webui/memory')) {
+    return base
+  }
+  if (base.endsWith('/api/webui')) {
+    return `${base}/memory`
+  }
+  return `${base}/api/webui/memory`
+}
+
+function withMemoryRequestDefaults(init?: RequestInit): RequestInit {
+  return {
+    ...init,
+    credentials: init?.credentials ?? 'include',
+  }
+}
+
+function isHtmlResponse(rawText: string): boolean {
+  const normalizedText = rawText.trimStart().toLowerCase()
+  return normalizedText.startsWith('<!doctype') || normalizedText.startsWith('<html')
+}
+
+function formatRequestUrl(url: string): string {
+  if (typeof window === 'undefined') {
+    return url
+  }
+  try {
+    return new URL(url, window.location.href).toString()
+  } catch {
+    return url
+  }
+}
+
+function getLocalMemoryApiFallbackBases(primaryBase: string): string[] {
+  const fallbackBases: string[] = []
+  if (typeof window !== 'undefined') {
+    const hostname = window.location.hostname
+    if (hostname === 'localhost' || hostname === '127.0.0.1') {
+      fallbackBases.push(`http://${hostname}:8001/api/webui/memory`)
+    }
+  }
+  fallbackBases.push('http://127.0.0.1:8001/api/webui/memory')
+  fallbackBases.push('http://localhost:8001/api/webui/memory')
+  return Array.from(new Set(fallbackBases)).filter((base) => base !== primaryBase)
 }
 
 async function requestJson<T>(path: string, init?: RequestInit): Promise<T> {
-  const response = await fetch(`${await getMemoryApiBase()}${path}`, init)
-  if (!response.ok) {
-    let detail = `${response.status}`
-    try {
-      const payload = await response.json()
-      detail = String(payload?.detail ?? payload?.error ?? detail)
-    } catch {
-      // ignore json parsing fallback
+  const primaryBase = await getMemoryApiBase()
+  const urls = [
+    `${primaryBase}${path}`,
+    ...getLocalMemoryApiFallbackBases(primaryBase).map((base) => `${base}${path}`),
+  ]
+  const requestInit = withMemoryRequestDefaults(init)
+
+  for (let index = 0; index < urls.length; index += 1) {
+    const url = urls[index]
+    const response = await fetch(url, requestInit)
+    const rawText = await response.text()
+    const htmlResponse = isHtmlResponse(rawText)
+    const canRetry = index < urls.length - 1
+
+    if ((htmlResponse || response.status === 404) && canRetry) {
+      continue
+    }
+
+    if (!response.ok) {
+      let detail = `${response.status}`
+      try {
+        const payload = JSON.parse(rawText)
+        detail = String(payload?.detail ?? payload?.error ?? detail)
+      } catch {
+        if (htmlResponse) {
+          detail = `接口返回了前端页面，未命中后端 API 路由；当前请求：${formatRequestUrl(url)}`
+        }
+      }
+      throw new Error(detail)
+    }
+
+    try {
+      return JSON.parse(rawText) as T
+    } catch {
+      if (htmlResponse) {
+        throw new Error(`接口返回了前端页面，未命中后端 API 路由；当前请求：${formatRequestUrl(url)}`)
+      }
+      throw new Error(rawText ? '接口响应不是合法 JSON' : '接口返回了空响应')
     }
-    throw new Error(detail)
   }
-  return response.json() as Promise<T>
+
+  throw new Error('接口请求失败')
 }
 
 export interface MemoryGraphNodePayload {
@@ -581,6 +659,120 @@ export interface MemorySourceListPayload {
   count: number
 }
 
+export interface MemoryEpisodeItemPayload extends Record<string, unknown> {
+  episode_id?: string
+  id?: string
+  title?: string
+  summary?: string
+  content?: string
+  source?: string
+  person_id?: string
+  person_name?: string
+  time_start?: number | null
+  time_end?: number | null
+  created_at?: number | null
+  updated_at?: number | null
+}
+
+export interface MemoryEpisodeParagraphPayload extends Record<string, unknown> {
+  hash?: string
+  content?: string
+  preview?: string
+  source?: string
+  created_at?: number | null
+  updated_at?: number | null
+}
+
+export interface MemoryEpisodeListPayload {
+  success: boolean
+  items: MemoryEpisodeItemPayload[]
+  count?: number
+  error?: string
+}
+
+export interface MemoryEpisodeDetailPayload {
+  success: boolean
+  episode?: MemoryEpisodeItemPayload & {
+    paragraphs?: MemoryEpisodeParagraphPayload[]
+  }
+  error?: string
+}
+
+export interface MemoryEpisodeStatusPayload extends Record<string, unknown> {
+  success: boolean
+  pending_queue?: number
+  counts?: Record<string, number>
+  failed?: Array<Record<string, unknown>>
+  error?: string
+}
+
+export interface MemoryEpisodeActionPayload extends Record<string, unknown> {
+  success: boolean
+  error?: string
+  detail?: string
+}
+
+export interface MemoryProfileItemPayload extends Record<string, unknown> {
+  person_id: string
+  person_name?: string
+  profile_version?: number
+  profile_text?: string
+  updated_at?: number | null
+  expires_at?: number | null
+  source_note?: string
+  has_manual_override?: boolean
+  manual_override?: Record<string, unknown> | string | null
+}
+
+export interface MemoryProfileListPayload {
+  success: boolean
+  items: MemoryProfileItemPayload[]
+  count?: number
+  error?: string
+}
+
+export interface MemoryProfileQueryPayload extends Record<string, unknown> {
+  success?: boolean
+  profile?: MemoryProfileItemPayload | Record<string, unknown>
+  person_id?: string
+  profile_text?: string
+  evidence?: Array<Record<string, unknown>>
+  error?: string
+}
+
+export interface MemoryProfileOverridePayload extends Record<string, unknown> {
+  success: boolean
+  override?: Record<string, unknown>
+  deleted?: boolean
+  person_id?: string
+  error?: string
+}
+
+export interface MemoryMaintenanceItemPayload extends Record<string, unknown> {
+  hash?: string
+  relation_hash?: string
+  subject?: string
+  predicate?: string
+  object?: string
+  text?: string
+  deleted_at?: number | null
+  updated_at?: number | null
+  source?: string
+}
+
+export interface MemoryRecycleBinPayload {
+  success: boolean
+  items: MemoryMaintenanceItemPayload[]
+  count?: number
+  error?: string
+}
+
+export interface MemoryMaintenanceActionPayload extends Record<string, unknown> {
+  success: boolean
+  detail?: string
+  error?: string
+}
+
 export async function getMemoryGraph(limit: number = 120): Promise<MemoryGraphPayload> {
   return requestJson<MemoryGraphPayload>(`/graph?limit=${limit}`)
 }
@@ -728,6 +920,151 @@ export async function getMemorySources(): Promise<MemorySourceListPayload> {
   return requestJson<MemorySourceListPayload>('/sources')
 }
 
+export async function getMemoryEpisodes(options?: {
+  query?: string
+  limit?: number
+  source?: string
+  personId?: string
+  platform?: string
+  userId?: string
+  timeStart?: number
+  timeEnd?: number
+}): Promise<MemoryEpisodeListPayload> {
+  const params = new URLSearchParams({
+    query: options?.query ?? '',
+    limit: String(options?.limit ?? 20),
+    source: options?.source ?? '',
+    person_id: options?.personId ?? '',
+    platform: options?.platform ?? '',
+    user_id: options?.userId ?? '',
+  })
+  if (options?.timeStart !== undefined) {
+    params.set('time_start', String(options.timeStart))
+  }
+  if (options?.timeEnd !== undefined) {
+    params.set('time_end', String(options.timeEnd))
+  }
+  return requestJson<MemoryEpisodeListPayload>(`/episodes?${params.toString()}`)
+}
+
+export async function getMemoryEpisode(episodeId: string): Promise<MemoryEpisodeDetailPayload> {
+  return requestJson<MemoryEpisodeDetailPayload>(`/episodes/${encodeURIComponent(episodeId)}`)
+}
+
+export async function rebuildMemoryEpisodes(payload: {
+  source?: string
+  sources?: string[]
+  all?: boolean
+}): Promise<MemoryEpisodeActionPayload> {
+  return requestJson<MemoryEpisodeActionPayload>('/episodes/rebuild', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify(payload),
+  })
+}
+
+export async function getMemoryEpisodeStatus(limit: number = 20): Promise<MemoryEpisodeStatusPayload> {
+  return requestJson<MemoryEpisodeStatusPayload>(`/episodes/status?limit=${limit}`)
+}
+
+export async function processMemoryEpisodePending(payload: {
+  limit?: number
+  max_retry?: number
+}): Promise<MemoryEpisodeActionPayload> {
+  return requestJson<MemoryEpisodeActionPayload>('/episodes/process-pending', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify(payload),
+  })
+}
+
+export async function getMemoryProfiles(limit: number = 50): Promise<MemoryProfileListPayload> {
+  return requestJson<MemoryProfileListPayload>(`/profiles?limit=${limit}`)
+}
+
+export async function searchMemoryProfiles(options: {
+  personId?: string
+  personKeyword?: string
+  platform?: string
+  userId?: string
+  limit?: number
+}): Promise<MemoryProfileListPayload> {
+  const params = new URLSearchParams({
+    person_id: options.personId ?? '',
+    person_keyword: options.personKeyword ?? '',
+    platform: options.platform ?? '',
+    user_id: options.userId ?? '',
+    limit: String(options.limit ?? 50),
+  })
+  return requestJson<MemoryProfileListPayload>(`/profiles/search?${params.toString()}`)
+}
+
+export async function queryMemoryProfile(options: {
+  personId?: string
+  personKeyword?: string
+  platform?: string
+  userId?: string
+  limit?: number
+  forceRefresh?: boolean
+}): Promise<MemoryProfileQueryPayload> {
+  const params = new URLSearchParams({
+    person_id: options.personId ?? '',
+    person_keyword: options.personKeyword ?? '',
+    platform: options.platform ?? '',
+    user_id: options.userId ?? '',
+    limit: String(options.limit ?? 12),
+    force_refresh: options.forceRefresh ? 'true' : 'false',
+  })
+  return requestJson<MemoryProfileQueryPayload>(`/profiles/query?${params.toString()}`)
+}
+
+export async function setMemoryProfileOverride(payload: {
+  person_id: string
+  override_text: string
+  updated_by?: string
+  source?: string
+}): Promise<MemoryProfileOverridePayload> {
+  return requestJson<MemoryProfileOverridePayload>('/profiles/override', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify(payload),
+  })
+}
+
+export async function deleteMemoryProfileOverride(personId: string): Promise<MemoryProfileOverridePayload> {
+  return requestJson<MemoryProfileOverridePayload>(`/profiles/override/${encodeURIComponent(personId)}`, {
+    method: 'DELETE',
+  })
+}
+
+export async function getMemoryRecycleBin(limit: number = 50): Promise<MemoryRecycleBinPayload> {
+  return requestJson<MemoryRecycleBinPayload>(`/maintenance/recycle-bin?limit=${limit}`)
+}
+
+function maintainMemory(path: string, payload: { target: string; hours?: number }): Promise<MemoryMaintenanceActionPayload> {
+  return requestJson<MemoryMaintenanceActionPayload>(path, {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify(payload),
+  })
+}
+
+export async function restoreMaintainedMemory(target: string): Promise<MemoryMaintenanceActionPayload> {
+  return maintainMemory('/maintenance/restore', { target })
+}
+
+export async function reinforceMemory(target: string): Promise<MemoryMaintenanceActionPayload> {
+  return maintainMemory('/maintenance/reinforce', { target })
+}
+
+export async function freezeMemory(target: string): Promise<MemoryMaintenanceActionPayload> {
+  return maintainMemory('/maintenance/freeze', { target })
+}
+
+export async function protectMemory(target: string, hours?: number): Promise<MemoryMaintenanceActionPayload> {
+  return maintainMemory('/maintenance/protect', hours === undefined ? { target } : { target, hours })
+}
+
 export async function getMemoryRuntimeConfig(): Promise<MemoryRuntimeConfigPayload> {
   return requestJson<MemoryRuntimeConfigPayload>('/runtime/config')
 }

dashboard/src/routes/resource/knowledge-base.tsx

@@ -17,7 +17,10 @@ import {
 
 import { CodeEditor } from '@/components/CodeEditor'
 import { MemoryDeleteDialog } from '@/components/memory/MemoryDeleteDialog'
+import { MemoryEpisodeManager } from '@/components/memory/MemoryEpisodeManager'
+import { MemoryMaintenanceManager } from '@/components/memory/MemoryMaintenanceManager'
 import { MemoryMiniTabs } from '@/components/memory/MemoryMiniTabs'
+import { MemoryProfileManager } from '@/components/memory/MemoryProfileManager'
 import { Alert, AlertDescription } from '@/components/ui/alert'
 import { Button } from '@/components/ui/button'
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
@@ -113,8 +116,9 @@ export function KnowledgeBasePage() {
   const [creatingImport, setCreatingImport] = useState(false)
   const [creatingTuning, setCreatingTuning] = useState(false)
   const [activeTab, setActiveTab] = useState<
-    'overview' | 'graph' | 'import' | 'tuning' | 'delete' | 'feedback'
+    'overview' | 'graph' | 'import' | 'tuning' | 'episodes' | 'profiles' | 'maintenance' | 'delete' | 'feedback'
   >('overview')
+  const [visitedMemoryTabs, setVisitedMemoryTabs] = useState<Set<string>>(() => new Set())
 
   const [runtimeConfig, setRuntimeConfig] = useState<MemoryRuntimeConfigPayload | null>(null)
   const [selfCheckReport, setSelfCheckReport] = useState<Record<string, unknown> | null>(null)
@@ -304,6 +308,20 @@ export function KnowledgeBasePage() {
     void loadPage()
   }, [loadPage])
 
+  useEffect(() => {
+    if (!['episodes', 'profiles', 'maintenance'].includes(activeTab)) {
+      return
+    }
+    setVisitedMemoryTabs((current) => {
+      if (current.has(activeTab)) {
+        return current
+      }
+      const next = new Set(current)
+      next.add(activeTab)
+      return next
+    })
+  }, [activeTab])
+
   const runtimeBadges = useMemo(() => {
     if (!runtimeConfig) {
       return []
@@ -1866,6 +1884,9 @@ export function KnowledgeBasePage() {
                   { value: 'graph', label: '图谱', description: '实体关系图与证据视图' },
                   { value: 'import', label: '导入', description: '创建并管理导入任务' },
                   { value: 'tuning', label: '调优', description: '检索策略调优' },
+                  { value: 'episodes', label: '情景记忆', description: '查看和重建情景记忆' },
+                  { value: 'profiles', label: '人物画像', description: '查询和维护人物画像' },
+                  { value: 'maintenance', label: '维护', description: '回收站与记忆状态维护' },
                   { value: 'delete', label: '删除', description: '批量删除与历史回溯' },
                   { value: 'feedback', label: '纠错历史', description: '查看反馈与回滚' },
                 ]}
@@ -2095,6 +2116,18 @@ export function KnowledgeBasePage() {
               applyBestTask={applyBestTask}
             />
 
+            <TabsContent value="episodes" className="space-y-4">
+              {visitedMemoryTabs.has('episodes') ? <MemoryEpisodeManager /> : null}
+            </TabsContent>
+
+            <TabsContent value="profiles" className="space-y-4">
+              {visitedMemoryTabs.has('profiles') ? <MemoryProfileManager /> : null}
+            </TabsContent>
+
+            <TabsContent value="maintenance" className="space-y-4">
+              {visitedMemoryTabs.has('maintenance') ? <MemoryMaintenanceManager /> : null}
+            </TabsContent>
+
             <DeleteTab
               sourceSearch={sourceSearch}
               setSourceSearch={setSourceSearch}

dashboard/src/routes/resource/knowledge-base/tabs/FeedbackTab.tsx

@@ -104,7 +104,7 @@ export function FeedbackTab(props: FeedbackTabProps) {
               反馈纠错历史
             </CardTitle>
             <CardDescription>
-              查看 feedback correction 的判定、修改轨迹与回退结果；本期仅覆盖自动纠错任务
+              查看 feedback correction 的判定、修改轨迹与回退结果
             </CardDescription>
           </CardHeader>
           <CardContent className="space-y-4">

pytests/webui/test_memory_routes.py

@@ -188,6 +188,59 @@ def test_webui_memory_graph_edge_detail_route_returns_404(client: TestClient, mo
     assert response.json()["detail"] == "未找到边: Alice -> Missing"
 
 
+def test_webui_memory_profile_query_resolves_platform_user_id(client: TestClient, monkeypatch):
+    def fake_resolve_person_id_for_memory(**kwargs):
+        assert kwargs == {"platform": "qq", "user_id": "12345", "strict_known": False}
+        return "resolved-person-id"
+
+    async def fake_profile_admin(*, action: str, **kwargs):
+        assert action == "query"
+        assert kwargs["person_id"] == "resolved-person-id"
+        assert kwargs["person_keyword"] == "Alice"
+        assert kwargs["limit"] == 9
+        assert kwargs["force_refresh"] is True
+        return {"success": True, "person_id": kwargs["person_id"], "profile_text": "profile"}
+
+    monkeypatch.setattr(memory_router_module, "resolve_person_id_for_memory", fake_resolve_person_id_for_memory)
+    monkeypatch.setattr(memory_router_module.memory_service, "profile_admin", fake_profile_admin)
+
+    response = client.get(
+        "/api/webui/memory/profiles/query",
+        params={
+            "platform": "qq",
+            "user_id": "12345",
+            "person_keyword": "Alice",
+            "limit": 9,
+            "force_refresh": True,
+        },
+    )
+
+    assert response.status_code == 200
+    assert response.json()["success"] is True
+    assert response.json()["person_id"] == "resolved-person-id"
+
+
+def test_webui_memory_profile_query_prefers_explicit_person_id(client: TestClient, monkeypatch):
+    def fake_resolve_person_id_for_memory(**kwargs):
+        raise AssertionError(f"不应解析平台账号: {kwargs}")
+
+    async def fake_profile_admin(*, action: str, **kwargs):
+        assert action == "query"
+        assert kwargs["person_id"] == "explicit-person-id"
+        return {"success": True, "person_id": kwargs["person_id"]}
+
+    monkeypatch.setattr(memory_router_module, "resolve_person_id_for_memory", fake_resolve_person_id_for_memory)
+    monkeypatch.setattr(memory_router_module.memory_service, "profile_admin", fake_profile_admin)
+
+    response = client.get(
+        "/api/webui/memory/profiles/query",
+        params={"person_id": "explicit-person-id", "platform": "qq", "user_id": "12345"},
+    )
+
+    assert response.status_code == 200
+    assert response.json()["person_id"] == "explicit-person-id"
+
+
 def test_compat_aggregate_route(client: TestClient, monkeypatch):
     async def fake_search(query: str, **kwargs):
         assert kwargs["mode"] == "aggregate"

src/webui/app.py

@@ -197,6 +197,9 @@ def _setup_static_files(app: FastAPI):
 
     @app.get("/{full_path:path}", include_in_schema=False)
     async def serve_spa(full_path: str):
+        if full_path == "api" or full_path.startswith("api/"):
+            raise HTTPException(status_code=404, detail=t("core.not_found"))
+
         if not full_path or full_path == "/":
             response = FileResponse(static_path / "index.html", media_type="text/html")
             response.headers["X-Robots-Tag"] = "noindex, nofollow, noarchive"

src/webui/routers/memory.py

@@ -9,8 +9,12 @@ from typing import Any, Optional
 import tomlkit
 from fastapi import APIRouter, Body, Depends, File, Form, HTTPException, Query, UploadFile
 from pydantic import BaseModel, Field
+from sqlmodel import col, select
 
 from src.A_memorix.host_service import a_memorix_host_service
+from src.common.database.database import get_db_session
+from src.common.database.database_model import PersonInfo
+from src.person_info.person_info import resolve_person_id_for_memory
 from src.services.memory_service import MemorySearchResult, memory_service
 from src.webui.dependencies import require_auth
 
@@ -297,22 +301,49 @@ async def _episode_list(
     limit: int,
     source: str,
     person_id: str,
+    platform: str,
+    user_id: str,
     time_start: float | None,
     time_end: float | None,
 ) -> dict:
-    return await memory_service.episode_admin(
+    clean_person_id = str(person_id or "").strip()
+    if not clean_person_id and str(platform or "").strip() and str(user_id or "").strip():
+        clean_person_id = resolve_person_id_for_memory(
+            platform=str(platform or "").strip(),
+            user_id=str(user_id or "").strip(),
+            strict_known=False,
+        )
+
+    payload = await memory_service.episode_admin(
         action="list",
         query=query,
         limit=limit,
         source=source,
-        person_id=person_id,
+        person_id=clean_person_id,
         time_start=time_start,
         time_end=time_end,
     )
+    if not isinstance(payload, dict) or not isinstance(payload.get("items"), list):
+        return payload
+
+    items = []
+    for item in payload["items"]:
+        if not isinstance(item, dict):
+            items.append(item)
+            continue
+        items.append(_enrich_episode_person_name(item))
+
+    payload = dict(payload)
+    payload["items"] = items
+    return payload
 
 
 async def _episode_get(episode_id: str) -> dict:
-    return await memory_service.episode_admin(action="get", episode_id=episode_id)
+    payload = await memory_service.episode_admin(action="get", episode_id=episode_id)
+    if isinstance(payload, dict) and isinstance(payload.get("episode"), dict):
+        payload = dict(payload)
+        payload["episode"] = _enrich_episode_person_name(payload["episode"])
+    return payload
 
 
 async def _episode_rebuild(payload: EpisodeRebuildRequest) -> dict:
@@ -336,18 +367,143 @@ async def _episode_process_pending(payload: EpisodeProcessPendingRequest) -> dic
     )
 
 
-async def _profile_query(*, person_id: str, person_keyword: str, limit: int, force_refresh: bool) -> dict:
+async def _profile_query(
+    *,
+    person_id: str,
+    person_keyword: str,
+    platform: str,
+    user_id: str,
+    limit: int,
+    force_refresh: bool,
+) -> dict:
+    clean_person_id = str(person_id or "").strip()
+    if not clean_person_id and str(platform or "").strip() and str(user_id or "").strip():
+        clean_person_id = resolve_person_id_for_memory(
+            platform=str(platform or "").strip(),
+            user_id=str(user_id or "").strip(),
+            strict_known=False,
+        )
     return await memory_service.profile_admin(
         action="query",
-        person_id=person_id,
+        person_id=clean_person_id,
         person_keyword=person_keyword,
         limit=limit,
         force_refresh=force_refresh,
     )
 
 
+def _get_person_name_for_person_id(person_id: str) -> str:
+    clean_person_id = str(person_id or "").strip()
+    if not clean_person_id:
+        return ""
+    try:
+        with get_db_session(auto_commit=False) as session:
+            statement = select(PersonInfo.person_name).where(col(PersonInfo.person_id) == clean_person_id).limit(1)
+            person_name = session.exec(statement).first()
+            return str(person_name or "").strip()
+    except Exception:
+        return ""
+
+
+def _enrich_episode_person_name(item: dict) -> dict:
+    enriched = dict(item)
+    item_person_id = str(enriched.get("person_id", "") or "").strip()
+
+    participants = enriched.get("participants")
+    if not item_person_id and isinstance(participants, list):
+        for participant in participants:
+            if isinstance(participant, dict):
+                candidate = str(participant.get("person_id", "") or participant.get("id", "") or "").strip()
+            else:
+                candidate = str(participant or "").strip()
+            if candidate:
+                item_person_id = candidate
+                break
+
+    enriched["person_id"] = item_person_id
+    enriched["person_name"] = _get_person_name_for_person_id(item_person_id)
+    return enriched
+
+
 async def _profile_list(limit: int) -> dict:
-    return await memory_service.profile_admin(action="list", limit=limit)
+    payload = await memory_service.profile_admin(action="list", limit=limit)
+    if not isinstance(payload, dict) or not isinstance(payload.get("items"), list):
+        return payload
+
+    items = []
+    for item in payload["items"]:
+        if not isinstance(item, dict):
+            items.append(item)
+            continue
+        enriched = dict(item)
+        person_id = str(enriched.get("person_id", "") or "").strip()
+        enriched["person_name"] = _get_person_name_for_person_id(person_id)
+        items.append(enriched)
+
+    payload = dict(payload)
+    payload["items"] = items
+    return payload
+
+
+async def _profile_search(
+    *,
+    person_id: str,
+    person_keyword: str,
+    platform: str,
+    user_id: str,
+    limit: int,
+) -> dict:
+    clean_person_id = str(person_id or "").strip()
+    if not clean_person_id and str(platform or "").strip() and str(user_id or "").strip():
+        clean_person_id = resolve_person_id_for_memory(
+            platform=str(platform or "").strip(),
+            user_id=str(user_id or "").strip(),
+            strict_known=False,
+        )
+
+    payload = await _profile_list(max(limit, 200))
+    if not isinstance(payload, dict) or not isinstance(payload.get("items"), list):
+        return payload
+
+    keyword = str(person_keyword or "").strip().lower()
+
+    def _matches(item: dict) -> bool:
+        if clean_person_id and str(item.get("person_id", "") or "").strip() != clean_person_id:
+            return False
+        if not keyword:
+            return True
+
+        override = item.get("manual_override")
+        override_text = ""
+        if isinstance(override, dict):
+            override_text = str(override.get("override_text", "") or override.get("text", "") or "")
+        elif isinstance(override, str):
+            override_text = override
+
+        haystack = "\n".join(
+            [
+                str(item.get("person_id", "") or ""),
+                str(item.get("person_name", "") or ""),
+                str(item.get("profile_text", "") or ""),
+                str(item.get("source_note", "") or ""),
+                override_text,
+            ]
+        ).lower()
+        return keyword in haystack
+
+    items = [item for item in payload["items"] if isinstance(item, dict) and _matches(item)]
+    items = items[:limit]
+    return {
+        "success": True,
+        "items": items,
+        "count": len(items),
+        "query": {
+            "person_id": clean_person_id,
+            "person_keyword": person_keyword,
+            "platform": platform,
+            "user_id": user_id,
+        },
+    }
 
 
 async def _profile_set_override(payload: ProfileOverrideRequest) -> dict:
@@ -797,6 +953,8 @@ async def list_memory_episodes(
     limit: int = Query(20, ge=1, le=200),
     source: str = Query(""),
     person_id: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
     time_start: float | None = Query(None),
     time_end: float | None = Query(None),
 ):
@@ -805,11 +963,18 @@ async def list_memory_episodes(
         limit=limit,
         source=source,
         person_id=person_id,
+        platform=platform,
+        user_id=user_id,
         time_start=time_start,
         time_end=time_end,
     )
 
 
+@router.get("/episodes/status")
+async def get_memory_episode_status(limit: int = Query(20, ge=1, le=200)):
+    return await _episode_status(limit)
+
+
 @router.get("/episodes/{episode_id}")
 async def get_memory_episode(episode_id: str):
     return await _episode_get(episode_id)
@@ -820,11 +985,6 @@ async def rebuild_memory_episodes(payload: EpisodeRebuildRequest):
     return await _episode_rebuild(payload)
 
 
-@router.get("/episodes/status")
-async def get_memory_episode_status(limit: int = Query(20, ge=1, le=200)):
-    return await _episode_status(limit)
-
-
 @router.post("/episodes/process-pending")
 async def process_memory_episode_pending(payload: EpisodeProcessPendingRequest):
     return await _episode_process_pending(payload)
@@ -834,12 +994,16 @@ async def process_memory_episode_pending(payload: EpisodeProcessPendingRequest):
 async def query_memory_profile(
     person_id: str = Query(""),
     person_keyword: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
     limit: int = Query(12, ge=1, le=100),
     force_refresh: bool = Query(False),
 ):
     return await _profile_query(
         person_id=person_id,
         person_keyword=person_keyword,
+        platform=platform,
+        user_id=user_id,
         limit=limit,
         force_refresh=force_refresh,
     )
@@ -850,6 +1014,23 @@ async def list_memory_profiles(limit: int = Query(50, ge=1, le=200)):
     return await _profile_list(limit)
 
 
+@router.get("/profiles/search")
+async def search_memory_profiles(
+    person_id: str = Query(""),
+    person_keyword: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
+    limit: int = Query(50, ge=1, le=200),
+):
+    return await _profile_search(
+        person_id=person_id,
+        person_keyword=person_keyword,
+        platform=platform,
+        user_id=user_id,
+        limit=limit,
+    )
+
+
 @router.post("/profiles/override")
 async def set_memory_profile_override(payload: ProfileOverrideRequest):
     return await _profile_set_override(payload)
@@ -1269,6 +1450,8 @@ async def compat_list_episodes(
     limit: int = Query(20, ge=1, le=200),
     source: str = Query(""),
     person_id: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
     time_start: float | None = Query(None),
     time_end: float | None = Query(None),
 ):
@@ -1277,11 +1460,18 @@ async def compat_list_episodes(
         limit=limit,
         source=source,
         person_id=person_id,
+        platform=platform,
+        user_id=user_id,
         time_start=time_start,
         time_end=time_end,
     )
 
 
+@compat_router.get("/episodes/status")
+async def compat_episode_status(limit: int = Query(20, ge=1, le=200)):
+    return await _episode_status(limit)
+
+
 @compat_router.get("/episodes/{episode_id}")
 async def compat_get_episode(episode_id: str):
     return await _episode_get(episode_id)
@@ -1292,11 +1482,6 @@ async def compat_rebuild_episodes(payload: EpisodeRebuildRequest):
     return await _episode_rebuild(payload)
 
 
-@compat_router.get("/episodes/status")
-async def compat_episode_status(limit: int = Query(20, ge=1, le=200)):
-    return await _episode_status(limit)
-
-
 @compat_router.post("/episodes/process_pending")
 async def compat_process_episode_pending(payload: EpisodeProcessPendingRequest):
     return await _episode_process_pending(payload)
@@ -1306,12 +1491,16 @@ async def compat_process_episode_pending(payload: EpisodeProcessPendingRequest):
 async def compat_profile_query(
     person_id: str = Query(""),
     person_keyword: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
     limit: int = Query(12, ge=1, le=100),
     force_refresh: bool = Query(False),
 ):
     return await _profile_query(
         person_id=person_id,
         person_keyword=person_keyword,
+        platform=platform,
+        user_id=user_id,
         limit=limit,
         force_refresh=force_refresh,
     )
@@ -1322,6 +1511,23 @@ async def compat_profile_list(limit: int = Query(50, ge=1, le=200)):
     return await _profile_list(limit)
 
 
+@compat_router.get("/person_profile/search")
+async def compat_profile_search(
+    person_id: str = Query(""),
+    person_keyword: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
+    limit: int = Query(50, ge=1, le=200),
+):
+    return await _profile_search(
+        person_id=person_id,
+        person_keyword=person_keyword,
+        platform=platform,
+        user_id=user_id,
+        limit=limit,
+    )
+
+
 @compat_router.post("/person_profile/override")
 async def compat_set_profile_override(payload: ProfileOverrideRequest):
     return await _profile_set_override(payload)