feat: unified_search + ai_proactive plugins with Ollama Cloud DeepSeek V4
- unified_search: Hybride Suche (PostgreSQL FTS + pgvector + RRF Fusion) - 5 Search Providers (Contact, Company, Mail, File, Event) - KI Query Understanding (Fuzzy, Facetten via LiteLLM) - DMS Text-Extraction (PDF, DOCX, XLSX, PPTX) - Embedding Pipeline (ollama/nomic-embed-text, 768 Dim) - Background Jobs für Indexierung - Plugin-basierte Provider Registry - ai_proactive: Proaktiver KI-Agent - Context-Tracking (Frontend → Backend → Event Bus) - Proactive Engine mit LLM Suggestion-Generierung - SSE Real-time Push an Frontend - 6 AI Tools für Tool Registry - Rate-Limiting + User Settings - Deep Analysis Background Jobs - Frontend Integration: - useAIContext Hook, SuggestionSidebar, SuggestionBadge - ProactiveAISettings Page, Search API Client - Globale Suche auf neue API umgestellt - Tests: test_unified_search.py + test_ai_proactive.py (alle bestanden) - Config: Ollama Cloud DeepSeek V4 als Default, konfigurierbar - Dependencies: PyMuPDF, python-docx, python-pptx, pgvector - Bugfixes: notification type_key length, migration IF NOT EXISTS
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import { useState } from 'react';
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import { useSuggestions } from '@/api/aiProactive';
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import { SuggestionCard } from '@/components/ai/SuggestionCard';
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interface SuggestionSidebarProps {
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isOpen: boolean;
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onClose: () => void;
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}
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export function SuggestionSidebar({ isOpen, onClose }: SuggestionSidebarProps) {
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const { suggestions, connected, dismiss, act } = useSuggestions();
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const [filter, setFilter] = useState<string>('all');
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const filteredSuggestions = filter === 'all'
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? suggestions
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: suggestions.filter(s => s.suggestion_type === filter);
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const filterOptions = [
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{ value: 'all', label: 'Alle' },
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{ value: 'info', label: 'Info' },
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{ value: 'warning', label: 'Warnung' },
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{ value: 'action', label: 'Aktion' },
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{ value: 'insight', label: 'Erkenntnis' },
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];
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return (
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<>
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{/* Overlay */}
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{isOpen && (
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<div
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className="fixed inset-0 bg-black/20 z-40 lg:hidden"
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onClick={onClose}
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/>
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)}
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{/* Sidebar */}
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<aside
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className={`fixed right-0 top-0 h-full w-96 bg-white shadow-2xl z-50 transform transition-transform duration-300 flex flex-col ${
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isOpen ? 'translate-x-0' : 'translate-x-full'
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}`}
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>
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{/* Header */}
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<div className="flex items-center justify-between p-4 border-b border-gray-200">
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<div className="flex items-center gap-2">
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<h2 className="font-semibold text-gray-800">KI Vorschläge</h2>
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{connected && (
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<span className="flex items-center gap-1 text-xs text-green-600">
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<span className="w-2 h-2 bg-green-500 rounded-full animate-pulse" />
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Live
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</span>
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)}
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</div>
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<button
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onClick={onClose}
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className="text-gray-400 hover:text-gray-600 transition-colors p-1"
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>
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✕
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</button>
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</div>
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{/* Filter */}
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<div className="flex gap-1 p-3 border-b border-gray-100 overflow-x-auto">
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{filterOptions.map(opt => (
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<button
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key={opt.value}
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onClick={() => setFilter(opt.value)}
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className={`px-3 py-1 rounded-full text-xs font-medium whitespace-nowrap transition-colors ${
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filter === opt.value
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? 'bg-blue-500 text-white'
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: 'bg-gray-100 text-gray-600 hover:bg-gray-200'
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}`}
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>
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{opt.label}
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</button>
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))}
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</div>
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{/* Content */}
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<div className="flex-1 overflow-y-auto p-4">
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{filteredSuggestions.length === 0 ? (
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<div className="flex flex-col items-center justify-center h-full text-gray-400">
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<div className="text-4xl mb-3">🤖</div>
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<p className="text-sm">Keine Vorschläge vorhanden</p>
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<p className="text-xs mt-1">Die KI analysiert deinen Kontext...</p>
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</div>
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) : (
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<div>
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{filteredSuggestions.map(suggestion => (
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<SuggestionCard
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key={suggestion.id}
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suggestion={suggestion}
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onDismiss={dismiss}
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onAct={act}
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/>
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))}
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</div>
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)}
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</div>
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{/* Footer */}
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<div className="p-3 border-t border-gray-200 text-center">
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<span className="text-xs text-gray-400">
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{suggestions.length} Vorschläge insgesamt
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</span>
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</div>
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</aside>
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</>
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);
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}
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