fix: DocumentGenerator — 4 Bugs behoben (Suche, Sources, Status-Tiles)

- runSearch() extrahiert: löst stale-closure bei Schnellstart-Buttons - Suchbutton nicht mehr disabled bei leerem Query (zeigt alle Vorlagen) - Status-Tiles: status.total / status.by_status statt status.stats.* - getSources(): gibt strukturierte Objekte zurück statt rohe Strings (Verfügbare Quellen-Kacheln zeigen jetzt Inhalt) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
fix: Sidebar — MagicHelp (TrOCR) + Bildung & Schule Kategorie entfernt
2026-03-04 09:49:11 +01:00 · 2026-03-04 09:49:05 +01:00
14 changed files with 41 additions and 523 deletions
--- a/admin-compliance/app/(sdk)/sdk/document-generator/page.tsx
+++ b/admin-compliance/app/(sdk)/sdk/document-generator/page.tsx
@@ -312,17 +312,15 @@ function DocumentGeneratorPageInner() {
    }
  }, [placeholderValues, selectedDataPointsData])

-  // Search handler
-  const handleSearch = useCallback(async () => {
-    if (!searchQuery.trim()) return
-
+  // Core search — accepts explicit params to avoid stale closure issues
+  const runSearch = useCallback(async (query: string, type?: string, lang?: string, jurisdiction?: string) => {
    setIsSearching(true)
    try {
      const results = await searchTemplates({
-        query: searchQuery,
-        templateType: selectedType || undefined,
-        language: selectedLanguage || undefined,
-        jurisdiction: selectedJurisdiction || undefined,
+        query: query || '',
+        templateType: type || undefined,
+        language: (lang as 'de' | 'en') || undefined,
+        jurisdiction: jurisdiction || undefined,
        limit: 20,
      })
      setSearchResults(results)
@@ -331,7 +329,12 @@ function DocumentGeneratorPageInner() {
    } finally {
      setIsSearching(false)
    }
-  }, [searchQuery, selectedType, selectedLanguage, selectedJurisdiction])
+  }, [])
+
+  // Search handler (uses current state)
+  const handleSearch = useCallback(async () => {
+    runSearch(searchQuery, selectedType, selectedLanguage, selectedJurisdiction)
+  }, [searchQuery, selectedType, selectedLanguage, selectedJurisdiction, runSearch])

  // Toggle template selection
  const toggleTemplate = (id: string) => {
@@ -408,25 +411,25 @@ function DocumentGeneratorPageInner() {
      {/* Status Overview */}
      <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
        <div className="bg-white rounded-xl border border-gray-200 p-6">
-          <div className="text-sm text-gray-500">Collection Status</div>
+          <div className="text-sm text-gray-500">Datenbank</div>
          <div className="flex items-center gap-2 mt-1">
-            <StatusBadge status={status?.stats?.status || 'unknown'} />
+            <StatusBadge status={status !== null ? 'ready' : serviceMode === 'rag-only' ? 'running' : 'error'} />
          </div>
        </div>
        <div className="bg-white rounded-xl border border-gray-200 p-6">
-          <div className="text-sm text-gray-500">Indexierte Chunks</div>
+          <div className="text-sm text-gray-500">Vorlagen gesamt</div>
          <div className="text-3xl font-bold text-gray-900">
-            {status?.stats?.points_count || 0}
+            {status?.total ?? 0}
          </div>
        </div>
        <div className="bg-white rounded-xl border border-gray-200 p-6">
-          <div className="text-sm text-gray-500">Aktive Quellen</div>
+          <div className="text-sm text-gray-500">Veröffentlicht</div>
          <div className="text-3xl font-bold text-purple-600">
-            {sources.filter((s) => s.enabled).length}
+            {status?.by_status?.published ?? sources.length}
          </div>
        </div>
        <div className="bg-white rounded-xl border border-gray-200 p-6">
-          <div className="text-sm text-gray-500">Ausgewaehlt</div>
+          <div className="text-sm text-gray-500">Ausgewählt</div>
          <div className="text-3xl font-bold text-blue-600">
            {selectedTemplates.length}
          </div>
@@ -503,10 +506,10 @@ function DocumentGeneratorPageInner() {
              </div>
              <button
                onClick={handleSearch}
-                disabled={isSearching || !searchQuery.trim()}
+                disabled={isSearching}
                className="px-6 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 transition-colors disabled:opacity-50"
              >
-                {isSearching ? 'Suche...' : 'Suchen'}
+                {isSearching ? 'Suche...' : 'Alle anzeigen'}
              </button>
            </div>
          </div>
@@ -570,7 +573,7 @@ function DocumentGeneratorPageInner() {
                    onClick={() => {
                      setSearchQuery(item.query)
                      setSelectedType(item.type as TemplateType)
-                      setTimeout(handleSearch, 100)
+                      runSearch(item.query, item.type)
                    }}
                    className="p-4 bg-white rounded-lg border border-gray-200 hover:border-purple-300 hover:shadow transition-all text-center"
                  >
--- a/admin-compliance/app/(sdk)/sdk/document-generator/searchTemplates.ts
+++ b/admin-compliance/app/(sdk)/sdk/document-generator/searchTemplates.ts
@@ -132,10 +132,21 @@ export async function getTemplatesStatus(): Promise<any> {

 export async function getSources(): Promise<any[]> {
  try {
-    const res = await fetch(`${TEMPLATES_API}/sources`, { signal: AbortSignal.timeout(5000) })
+    // Fetch status to get type counts for building source objects
+    const res = await fetch(`${TEMPLATES_API}/status`, { signal: AbortSignal.timeout(5000) })
    if (!res.ok) return []
    const data = await res.json()
-    return data.sources || []
+    const byType: Record<string, number> = data.by_type || {}
+    const activeTypes = Object.keys(byType).filter(k => byType[k] > 0)
+    return [
+      {
+        name: 'BreakPilot Compliance',
+        enabled: true,
+        license_type: 'mit' as const,
+        description: `${data.total || 0} selbst erstellte Vorlagen (MIT-Lizenz) — DE & EN`,
+        template_types: activeTypes,
+      },
+    ]
  } catch {
    return []
  }
--- a/admin-compliance/app/globals.css
+++ b/admin-compliance/app/globals.css
@@ -66,16 +66,6 @@
    @apply text-infrastructure-700;
  }

-  .bg-category-education {
-    @apply bg-education-100;
-  }
-  .border-category-education {
-    @apply border-education-300;
-  }
-  .text-category-education {
-    @apply text-education-700;
-  }
-
  .bg-category-communication {
    @apply bg-communication-100;
  }
--- a/admin-compliance/app/page.tsx
+++ b/admin-compliance/app/page.tsx
@@ -77,7 +77,6 @@ export default function RoleSelectPage() {
                        {cat === 'compliance' && 'DSGVO & Compliance'}
                        {cat === 'ai' && 'KI & Automatisierung'}
                        {cat === 'infrastructure' && 'Infrastruktur'}
-                        {cat === 'education' && 'Bildung'}
                        {cat === 'communication' && 'Kommunikation'}
                        {cat === 'development' && 'Entwicklung'}
                      </span>
--- a/admin-compliance/components/common/ArchitectureView.tsx
+++ b/admin-compliance/components/common/ArchitectureView.tsx
@@ -56,7 +56,6 @@ const CATEGORY_CONFIG: Record<BackendModule['category'], { name: string; icon: s
  compliance: { name: 'DSGVO & Compliance', icon: 'shield', color: 'purple' },
  ai: { name: 'KI & Automatisierung', icon: 'brain', color: 'teal' },
  infrastructure: { name: 'Infrastruktur & DevOps', icon: 'server', color: 'orange' },
-  education: { name: 'Bildung & Schule', icon: 'graduation', color: 'blue' },
  communication: { name: 'Kommunikation & Alerts', icon: 'mail', color: 'green' },
  development: { name: 'Entwicklung & Produkte', icon: 'code', color: 'slate' }
 }
--- a/admin-compliance/components/common/DataFlowDiagram.tsx
+++ b/admin-compliance/components/common/DataFlowDiagram.tsx
@@ -463,7 +463,7 @@ export function DataFlowDiagram() {
              fill="#94a3b8"
              fontSize="11"
            >
-              /compliance | /ai | /infrastructure | /education | /communication | /development
+              /compliance | /ai | /infrastructure | /communication | /development
            </text>
          </g>
        </svg>
--- a/admin-compliance/hooks/companion/useCompanionData.ts
+++ b/admin-compliance/hooks/companion/useCompanionData.ts
@@ -39,24 +39,6 @@ function getMockData(): CompanionData {
    suggestions: [
      {
        id: '1',
-        title: 'Klausuren korrigieren',
-        description: 'Deutsch LK - 12 unkorrigierte Arbeiten warten',
-        priority: 'urgent',
-        icon: 'ClipboardCheck',
-        actionTarget: '/ai/klausur-korrektur',
-        estimatedTime: 120,
-      },
-      {
-        id: '2',
-        title: 'Elternsprechtag vorbereiten',
-        description: 'Notenuebersicht fuer 8b erstellen',
-        priority: 'high',
-        icon: 'Users',
-        actionTarget: '/education/grades',
-        estimatedTime: 30,
-      },
-      {
-        id: '3',
        title: 'Material hochladen',
        description: 'Arbeitsblatt fuer naechste Woche bereitstellen',
        priority: 'medium',
@@ -64,15 +46,6 @@ function getMockData(): CompanionData {
        actionTarget: '/development/content',
        estimatedTime: 15,
      },
-      {
-        id: '4',
-        title: 'Lernstandserhebung planen',
-        description: 'Mathe 7a - Naechster Test in 2 Wochen',
-        priority: 'low',
-        icon: 'Calendar',
-        actionTarget: '/education/planning',
-        estimatedTime: 45,
-      },
    ],
    upcomingEvents: [
      {
--- a/admin-compliance/lib/education/abitur-archiv-types.ts
+++ b/admin-compliance/lib/education/abitur-archiv-types.ts
@@ -1,164 +0,0 @@
-/**
- * Extended TypeScript types for Abitur-Archiv
- * Builds upon abitur-docs-types.ts with additional search and integration features
- */
-
-import { AbiturDokument, AbiturDocsFilter } from './abitur-docs-types'
-
-// Theme suggestion for autocomplete search
-export interface ThemaSuggestion {
-  label: string           // "Gedichtanalyse Romantik"
-  count: number           // 12 Dokumente
-  aufgabentyp: string     // "gedichtanalyse"
-  zeitraum?: string       // "Romantik"
-  kategorie?: string      // Category for grouping
-}
-
-// Extended filter with theme search
-export interface AbiturArchivFilter extends AbiturDocsFilter {
-  thema?: string          // Semantic theme search query
-  aufgabentyp?: string    // Specific task type filter
-}
-
-// Similar document result from RAG
-export interface SimilarDocument {
-  id: string
-  dateiname: string
-  similarity_score: number
-  fach: string
-  jahr: number
-  niveau: 'eA' | 'gA'
-  typ: 'aufgabe' | 'erwartungshorizont'
-  aufgaben_nummer: string
-}
-
-// Extended document with similar documents
-export interface AbiturDokumentExtended extends AbiturDokument {
-  similar_documents?: SimilarDocument[]
-  themes?: string[]       // Extracted themes from content
-}
-
-// Response for archive listing
-export interface AbiturArchivResponse {
-  documents: AbiturDokumentExtended[]
-  total: number
-  page: number
-  limit: number
-  total_pages: number
-  themes?: ThemaSuggestion[]  // Available themes for current filter
-}
-
-// Response for theme suggestions
-export interface ThemaSuggestResponse {
-  suggestions: ThemaSuggestion[]
-  query: string
-}
-
-// Response for similar documents
-export interface SimilarDocsResponse {
-  document_id: string
-  similar: SimilarDocument[]
-}
-
-// Klausur creation from archive
-export interface KlausurFromArchivRequest {
-  archiv_dokument_id: string
-  aufgabentyp: string
-  title?: string
-}
-
-export interface KlausurFromArchivResponse {
-  klausur_id: string
-  eh_id?: string
-  success: boolean
-  message?: string
-}
-
-// View mode for document display
-export type ViewMode = 'grid' | 'list'
-
-// Sort options
-export type SortField = 'jahr' | 'fach' | 'datum' | 'dateiname'
-export type SortDirection = 'asc' | 'desc'
-
-export interface SortConfig {
-  field: SortField
-  direction: SortDirection
-}
-
-// Predefined theme categories
-export const THEME_CATEGORIES = {
-  textanalyse: {
-    label: 'Textanalyse',
-    subcategories: ['pragmatisch', 'literarisch', 'sachtext', 'rede', 'kommentar']
-  },
-  gedichtanalyse: {
-    label: 'Gedichtanalyse',
-    subcategories: ['romantik', 'expressionismus', 'barock', 'klassik', 'moderne']
-  },
-  dramenanalyse: {
-    label: 'Dramenanalyse',
-    subcategories: ['klassisch', 'modern', 'episches_theater']
-  },
-  prosaanalyse: {
-    label: 'Prosaanalyse',
-    subcategories: ['roman', 'kurzgeschichte', 'novelle', 'erzaehlung']
-  },
-  eroerterung: {
-    label: 'Eroerterung',
-    subcategories: ['textgebunden', 'materialgestuetzt', 'frei']
-  },
-  sprachreflexion: {
-    label: 'Sprachreflexion',
-    subcategories: ['sprachwandel', 'sprachkritik', 'kommunikation']
-  }
-} as const
-
-// Popular theme suggestions (static fallback)
-export const POPULAR_THEMES: ThemaSuggestion[] = [
-  { label: 'Textanalyse', count: 45, aufgabentyp: 'textanalyse_pragmatisch', kategorie: 'Analyse' },
-  { label: 'Gedichtanalyse', count: 38, aufgabentyp: 'gedichtanalyse', kategorie: 'Analyse' },
-  { label: 'Eroerterung', count: 32, aufgabentyp: 'eroerterung_textgebunden', kategorie: 'Argumentation' },
-  { label: 'Dramenanalyse', count: 28, aufgabentyp: 'dramenanalyse', kategorie: 'Analyse' },
-  { label: 'Prosaanalyse', count: 25, aufgabentyp: 'prosaanalyse', kategorie: 'Analyse' },
-]
-
-// Quick action types for document cards
-export type QuickAction = 'preview' | 'download' | 'add_to_klausur' | 'view_similar'
-
-// Fullscreen viewer state
-export interface ViewerState {
-  isFullscreen: boolean
-  zoom: number
-  currentPage: number
-  totalPages: number
-}
-
-// Default viewer state
-export const DEFAULT_VIEWER_STATE: ViewerState = {
-  isFullscreen: false,
-  zoom: 100,
-  currentPage: 1,
-  totalPages: 1
-}
-
-// Zoom levels
-export const ZOOM_LEVELS = [25, 50, 75, 100, 125, 150, 175, 200] as const
-export const MIN_ZOOM = 25
-export const MAX_ZOOM = 200
-export const ZOOM_STEP = 25
-
-// Helper functions
-export function getThemeLabel(aufgabentyp: string): string {
-  const entries = Object.entries(THEME_CATEGORIES)
-  for (const [key, value] of entries) {
-    if (aufgabentyp.startsWith(key)) {
-      return value.label
-    }
-  }
-  return aufgabentyp
-}
-
-export function formatSimilarityScore(score: number): string {
-  return `${Math.round(score * 100)}%`
-}
--- a/admin-compliance/lib/education/abitur-docs-types.ts
+++ b/admin-compliance/lib/education/abitur-docs-types.ts
@@ -1,84 +0,0 @@
-/**
- * TypeScript types for Abitur Documents (NiBiS, etc.)
- */
-
-export interface AbiturDokument {
-  id: string
-  dateiname: string
-  original_dateiname: string
-  bundesland: string
-  fach: string
-  jahr: number
-  niveau: 'eA' | 'gA'  // erhöhtes/grundlegendes Anforderungsniveau
-  typ: 'aufgabe' | 'erwartungshorizont'
-  aufgaben_nummer: string  // I, II, III
-  status: 'pending' | 'indexed' | 'error'
-  confidence: number
-  file_path: string
-  file_size: number
-  indexed: boolean
-  vector_ids: string[]
-  created_at: string
-  updated_at: string
-}
-
-export interface AbiturDocsResponse {
-  documents: AbiturDokument[]
-  total: number
-  page: number
-  limit: number
-  total_pages: number
-}
-
-export interface AbiturDocsFilter {
-  fach?: string
-  jahr?: number
-  bundesland?: string
-  niveau?: 'eA' | 'gA'
-  typ?: 'aufgabe' | 'erwartungshorizont'
-  page?: number
-  limit?: number
-}
-
-// Available filter options
-export const FAECHER = [
-  { id: 'deutsch', label: 'Deutsch' },
-  { id: 'mathematik', label: 'Mathematik' },
-  { id: 'englisch', label: 'Englisch' },
-  { id: 'biologie', label: 'Biologie' },
-  { id: 'physik', label: 'Physik' },
-  { id: 'chemie', label: 'Chemie' },
-  { id: 'geschichte', label: 'Geschichte' },
-] as const
-
-export const JAHRE = [2025, 2024, 2023, 2022, 2021, 2020] as const
-
-export const BUNDESLAENDER = [
-  { id: 'niedersachsen', label: 'Niedersachsen' },
-  { id: 'bayern', label: 'Bayern' },
-  { id: 'nrw', label: 'Nordrhein-Westfalen' },
-  { id: 'bw', label: 'Baden-Württemberg' },
-] as const
-
-export const NIVEAUS = [
-  { id: 'eA', label: 'Erhöhtes Anforderungsniveau (eA)' },
-  { id: 'gA', label: 'Grundlegendes Anforderungsniveau (gA)' },
-] as const
-
-export const TYPEN = [
-  { id: 'aufgabe', label: 'Aufgabe' },
-  { id: 'erwartungshorizont', label: 'Erwartungshorizont' },
-] as const
-
-// Helper functions
-export function formatFileSize(bytes: number): string {
-  if (bytes < 1024) return bytes + ' B'
-  if (bytes < 1024 * 1024) return (bytes / 1024).toFixed(1) + ' KB'
-  return (bytes / (1024 * 1024)).toFixed(1) + ' MB'
-}
-
-export function formatDocumentTitle(doc: AbiturDokument): string {
-  const fachLabel = FAECHER.find(f => f.id === doc.fach)?.label || doc.fach
-  const typLabel = doc.typ === 'erwartungshorizont' ? 'EWH' : 'Aufgabe'
-  return `${fachLabel} ${doc.jahr} - ${doc.niveau} ${doc.aufgaben_nummer} (${typLabel})`
-}
--- a/admin-compliance/lib/module-registry.ts
+++ b/admin-compliance/lib/module-registry.ts
@@ -12,7 +12,7 @@ export interface BackendModule {
  id: string
  name: string
  description: string
-  category: 'compliance' | 'ai' | 'infrastructure' | 'education' | 'communication' | 'development'
+  category: 'compliance' | 'ai' | 'infrastructure' | 'communication' | 'development'
  backend: {
    service: string  // e.g. 'consent-service', 'python-backend', 'klausur-service'
    port: number
@@ -256,56 +256,6 @@ export const MODULE_REGISTRY: BackendModule[] = [
    },
    priority: 'medium'
  },
-  {
-    id: 'magic-help',
-    name: 'Magic Help (TrOCR)',
-    description: 'Handschrifterkennung mit TrOCR und LoRA Fine-Tuning',
-    category: 'ai',
-    backend: {
-      service: 'klausur-service',
-      port: 8086,
-      basePath: '/api/klausur/trocr',
-      endpoints: [
-        { path: '/status', method: 'GET', description: 'TrOCR Status' },
-        { path: '/extract', method: 'POST', description: 'Text aus Bild extrahieren' },
-        { path: '/training/examples', method: 'GET', description: 'Trainingsbeispiele' },
-        { path: '/training/add', method: 'POST', description: 'Trainingsbeispiel hinzufuegen' },
-        { path: '/training/fine-tune', method: 'POST', description: 'Fine-Tuning starten' },
-      ]
-    },
-    frontend: {
-      adminV2Page: '/ai/magic-help',
-      oldAdminPage: '/admin/magic-help',
-      status: 'connected'
-    },
-    priority: 'medium',
-    notes: 'Lokale Handschrifterkennung mit Privacy-by-Design'
-  },
-  {
-    id: 'klausur-korrektur',
-    name: 'Klausur-Korrektur',
-    description: 'KI-gestuetzte Abitur-Korrektur mit EH-Vorschlaegen',
-    category: 'ai',
-    backend: {
-      service: 'klausur-service',
-      port: 8086,
-      basePath: '/api/v1',
-      endpoints: [
-        { path: '/klausuren', method: 'GET', description: 'Alle Klausuren' },
-        { path: '/klausuren', method: 'POST', description: 'Klausur erstellen' },
-        { path: '/klausuren/{id}/students', method: 'GET', description: 'Studentenarbeiten' },
-        { path: '/students/{id}/annotations', method: 'GET', description: 'Anmerkungen' },
-        { path: '/students/{id}/gutachten/generate', method: 'POST', description: 'Gutachten generieren' },
-      ]
-    },
-    frontend: {
-      adminV2Page: '/ai/klausur-korrektur',
-      oldAdminPage: '/admin/klausur-korrektur',
-      status: 'not-connected'
-    },
-    priority: 'high',
-    notes: 'Komplexes Modul mit eigenem Backend-Service'
-  },
  {
    id: 'ocr-labeling',
    name: 'OCR-Labeling',
@@ -464,31 +414,6 @@ export const MODULE_REGISTRY: BackendModule[] = [
    priority: 'medium'
  },

-  // ===========================================
-  // EDUCATION MODULES
-  // ===========================================
-  {
-    id: 'edu-search',
-    name: 'Bildungssuche',
-    description: 'Suche nach Bildungsinhalten und Ressourcen',
-    category: 'education',
-    backend: {
-      service: 'edu-search-service',
-      port: 8089,
-      basePath: '/api/edu',
-      endpoints: [
-        { path: '/search', method: 'GET', description: 'Bildungssuche' },
-        { path: '/resources', method: 'GET', description: 'Ressourcen' },
-      ]
-    },
-    frontend: {
-      adminV2Page: '/education/edu-search',
-      oldAdminPage: '/admin/edu-search',
-      status: 'connected'
-    },
-    priority: 'medium'
-  },
-
  // ===========================================
  // COMMUNICATION MODULES
  // ===========================================
--- a/admin-compliance/lib/navigation.ts
+++ b/admin-compliance/lib/navigation.ts
@@ -5,7 +5,7 @@
 * All DSGVO and Compliance modules are now consolidated under the SDK.
 */

-export type CategoryId = 'ai' | 'education' | 'website' | 'sdk-docs'
+export type CategoryId = 'ai' | 'website' | 'sdk-docs'

 export interface NavModule {
  id: string
@@ -42,18 +42,8 @@ export const navigation: NavCategory[] = [
    description: 'LLM, OCR, RAG & Machine Learning',
    modules: [
      // -----------------------------------------------------------------------
-      // KI-Daten-Pipeline: Magic Help -> OCR -> Indexierung -> Suche
+      // KI-Daten-Pipeline: OCR -> Indexierung -> Suche
      // -----------------------------------------------------------------------
-      {
-        id: 'magic-help',
-        name: 'Magic Help (TrOCR)',
-        href: '/ai/magic-help',
-        description: 'TrOCR Testing & Fine-Tuning',
-        purpose: 'Testen und verbessern Sie die TrOCR-Handschrifterkennung. Laden Sie Bilder hoch, um die OCR-Qualitaet zu pruefen, und trainieren Sie das Modell mit LoRA Fine-Tuning. Bidirektionaler Austausch mit OCR-Labeling.',
-        audience: ['Entwickler', 'Administratoren', 'QA'],
-        oldAdminPath: '/admin/magic-help',
-        subgroup: 'KI-Daten-Pipeline',
-      },
      {
        id: 'ocr-labeling',
        name: 'OCR-Labeling',
@@ -141,54 +131,6 @@ export const navigation: NavCategory[] = [
    ],
  },
  // =========================================================================
-  // Bildung & Schule
-  // =========================================================================
-  {
-    id: 'education',
-    name: 'Bildung & Schule',
-    icon: 'graduation',
-    color: '#3b82f6', // Blue
-    colorClass: 'education',
-    description: 'Bildungsquellen & Lehrplaene',
-    modules: [
-      {
-        id: 'edu-search',
-        name: 'Education Search',
-        href: '/education/edu-search',
-        description: 'Bildungsquellen & Crawler',
-        purpose: 'Verwalten Sie Bildungsquellen und konfigurieren Sie Crawler fuer neue Inhalte.',
-        audience: ['Content Manager'],
-        oldAdminPath: '/admin/edu-search',
-      },
-      {
-        id: 'zeugnisse-crawler',
-        name: 'Zeugnisse-Crawler',
-        href: '/education/zeugnisse-crawler',
-        description: 'Zeugnis-Daten',
-        purpose: 'Verwalten Sie gecrawlte Zeugnis-Strukturen und -Formate.',
-        audience: ['Entwickler'],
-        oldAdminPath: '/admin/zeugnisse-crawler',
-      },
-      {
-        id: 'abitur-archiv',
-        name: 'Abitur-Archiv',
-        href: '/education/abitur-archiv',
-        description: 'Zentralabitur-Materialien 2021-2025',
-        purpose: 'Durchsuchen und filtern Sie Abitur-Aufgaben und Erwartungshorizonte. Themensuche mit semantischer Suche via RAG. Integration mit Klausur-Korrektur fuer schnelle Vorlagen-Nutzung.',
-        audience: ['Lehrer', 'Entwickler'],
-      },
-      {
-        id: 'klausur-korrektur',
-        name: 'Klausur-Korrektur',
-        href: '/education/klausur-korrektur',
-        description: 'Abitur-Korrektur mit KI',
-        purpose: 'KI-gestuetzte Korrektur von Abitur- und Vorabitur-Klausuren. Nutzt die RAG-Pipeline fuer Erwartungshorizont-Vorschlaege.',
-        audience: ['Lehrer', 'Entwickler'],
-        oldAdminPath: '/admin/klausur-korrektur',
-      },
-    ],
-  },
-  // =========================================================================
  // Website
  // =========================================================================
  {
--- a/admin-compliance/lib/roles.ts
+++ b/admin-compliance/lib/roles.ts
@@ -23,7 +23,7 @@ export const roles: Role[] = [
    name: 'Entwickler',
    description: 'Voller Zugriff auf alle Bereiche',
    icon: 'code',
-    visibleCategories: ['ai', 'education', 'website'],
+    visibleCategories: ['ai', 'website'],
    color: 'bg-primary-100 border-primary-300 text-primary-700',
  },
  {
--- a/admin-compliance/tailwind.config.ts
+++ b/admin-compliance/tailwind.config.ts
@@ -46,18 +46,6 @@ const config: Config = {
          800: '#9a3412',
          900: '#7c2d12',
        },
-        education: {
-          50: '#eff6ff',
-          100: '#dbeafe',
-          200: '#bfdbfe',
-          300: '#93c5fd',
-          400: '#60a5fa',
-          500: '#3b82f6',
-          600: '#2563eb',
-          700: '#1d4ed8',
-          800: '#1e40af',
-          900: '#1e3a8a',
-        },
        communication: {
          50: '#f0fdf4',
          100: '#dcfce7',
--- a/admin-compliance/types/ai-modules.ts
+++ b/admin-compliance/types/ai-modules.ts
@@ -80,16 +80,9 @@ export interface AIModuleLink {
 /**
 * KI-Daten-Pipeline Module
 * Diese Module bilden eine zusammenhaengende Pipeline mit Datenfluss.
- * Datenfluss: Magic Help ⟷ OCR-Labeling → RAG Pipeline → Daten & RAG
+ * Datenfluss: OCR-Labeling → RAG Pipeline → Daten & RAG
 */
 export const AI_PIPELINE_MODULES: AIModuleLink[] = [
-  {
-    id: 'magic-help',
-    name: 'Magic Help',
-    href: '/ai/magic-help',
-    description: 'TrOCR Testing & LoRA Fine-Tuning',
-    icon: '✨',
-  },
  {
    id: 'ocr-labeling',
    name: 'OCR-Labeling',
@@ -149,39 +142,13 @@ export const AI_MODULES: AIModuleLink[] = [
 */
 export const AI_MODULE_RELATIONS: Record<string, AIModuleLink[]> = {
  // KI-Daten-Pipeline Relations
-  'magic-help': [
-    {
-      id: 'ocr-labeling',
-      name: 'OCR-Labeling',
-      href: '/ai/ocr-labeling',
-      description: 'Ground Truth erstellen',
-    },
-    {
-      id: 'rag-pipeline',
-      name: 'RAG Pipeline',
-      href: '/ai/rag-pipeline',
-      description: 'Erkannte Texte indexieren',
-    },
-  ],
  'ocr-labeling': [
-    {
-      id: 'magic-help',
-      name: 'Magic Help',
-      href: '/ai/magic-help',
-      description: 'TrOCR testen & fine-tunen',
-    },
    {
      id: 'rag-pipeline',
      name: 'RAG Pipeline',
      href: '/ai/rag-pipeline',
      description: 'Trainierte Daten indexieren',
    },
-    {
-      id: 'klausur-korrektur',
-      name: 'Klausur-Korrektur',
-      href: '/ai/klausur-korrektur',
-      description: 'OCR in Aktion',
-    },
  ],
  'rag-pipeline': [
    {
@@ -204,12 +171,6 @@ export const AI_MODULE_RELATIONS: Record<string, AIModuleLink[]> = {
      href: '/ai/rag-pipeline',
      description: 'Neue Dokumente indexieren',
    },
-    {
-      id: 'klausur-korrektur',
-      name: 'Klausur-Korrektur',
-      href: '/ai/klausur-korrektur',
-      description: 'RAG-Suche nutzen',
-    },
  ],
  // KI-Werkzeuge Relations (Standalone-Tools)
  'llm-compare': [
@@ -233,12 +194,6 @@ export const AI_MODULE_RELATIONS: Record<string, AIModuleLink[]> = {
      href: '/ai/llm-compare',
      description: 'KI-Provider vergleichen',
    },
-    {
-      id: 'klausur-korrektur',
-      name: 'Klausur-Korrektur',
-      href: '/ai/klausur-korrektur',
-      description: 'BQAS in Aktion',
-    },
  ],
 }

@@ -259,24 +214,11 @@ export interface DataFlowConnection {
 /**
 * Definiert den Datenfluss zwischen den AI-Modulen
 *
- * Magic Help ⟷ OCR-Labeling: Bidirektionaler Austausch (LoRA + Ground Truth)
 * OCR-Labeling → RAG Pipeline: Ground Truth für Training
 * RAG Pipeline → Daten & RAG: Embeddings für Vektor-Suche
 * Daten & RAG → Klausur-Korrektur: RAG-Suche für Bewertung
 */
 export const DATA_FLOW_CONNECTIONS: DataFlowConnection[] = [
-  {
-    from: 'magic-help',
-    to: 'ocr-labeling',
-    label: 'LoRA Model',
-    description: 'Verbessertes TrOCR-Modell für OCR-Labeling',
-  },
-  {
-    from: 'ocr-labeling',
-    to: 'magic-help',
-    label: 'TrOCR Export',
-    description: 'Ground Truth Daten im TrOCR-Format für Fine-Tuning',
-  },
  {
    from: 'ocr-labeling',
    to: 'rag-pipeline',
@@ -289,12 +231,6 @@ export const DATA_FLOW_CONNECTIONS: DataFlowConnection[] = [
    label: 'Embeddings',
    description: 'Vektor-Embeddings indexierter Dokumente',
  },
-  {
-    from: 'rag',
-    to: 'klausur-korrektur',
-    label: 'RAG-Suche',
-    description: 'Semantische Suche für Erwartungshorizonte',
-  },
 ]

 // =============================================================================
Author	SHA1	Message	Date
Benjamin Admin	533e0d85f4	fix: DocumentGenerator — 4 Bugs behoben (Suche, Sources, Status-Tiles) All checks were successful CI / go-lint (push) Has been skipped Details CI / python-lint (push) Has been skipped Details CI / nodejs-lint (push) Has been skipped Details CI / test-go-ai-compliance (push) Successful in 41s Details CI / test-python-backend-compliance (push) Successful in 37s Details CI / test-python-document-crawler (push) Successful in 27s Details CI / test-python-dsms-gateway (push) Successful in 21s Details - runSearch() extrahiert: löst stale-closure bei Schnellstart-Buttons - Suchbutton nicht mehr disabled bei leerem Query (zeigt alle Vorlagen) - Status-Tiles: status.total / status.by_status statt status.stats.* - getSources(): gibt strukturierte Objekte zurück statt rohe Strings (Verfügbare Quellen-Kacheln zeigen jetzt Inhalt) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>	2026-03-04 09:49:11 +01:00
Benjamin Admin	119689ee9e	fix: Sidebar — MagicHelp (TrOCR) + Bildung & Schule Kategorie entfernt Diese Module gehoeren nur in den Admin Lehrer (macmini:3002), nicht ins Compliance Dashboard. Entfernt: Education Search, Zeugnisse-Crawler, Abitur-Archiv, Klausur-Korrektur, Magic Help. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-03-04 09:49:05 +01:00