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
2026-07-18 11:21:51 +02:00
parent 4c9295de21
commit 8cebb4f4e9
52 changed files with 6493 additions and 41 deletions
@@ -0,0 +1,59 @@
+import { useState, useEffect } from 'react';
+import { apiClient } from '@/api/client';
+
+interface SuggestionBadgeProps {
+  onClick: () => void;
+}
+
+export function SuggestionBadge({ onClick }: SuggestionBadgeProps) {
+  const [count, setCount] = useState(0);
+  const [pulsing, setPulsing] = useState(false);
+
+  useEffect(() => {
+    // Initial count
+    apiClient.get('/api/v1/ai-proactive/suggestions').then(r => {
+      setCount(r.data.items.length);
+    }).catch(() => {});
+
+    // SSE for real-time updates
+    const eventSource = new EventSource('/api/v1/ai-proactive/suggestions/stream');
+    eventSource.onmessage = () => {
+      setCount(prev => prev + 1);
+      setPulsing(true);
+      setTimeout(() => setPulsing(false), 2000);
+    };
+
+    return () => eventSource.close();
+  }, []);
+
+  if (count === 0) {
+    return (
+      <button
+        onClick={onClick}
+        className="relative p-2 text-gray-500 hover:text-gray-700 transition-colors"
+        title="KI Vorschläge"
+      >
+        🤖
+      </button>
+    );
+  }
+
+  return (
+    <button
+      onClick={onClick}
+      className={`relative p-2 text-gray-500 hover:text-gray-700 transition-colors ${
+        pulsing ? 'animate-pulse' : ''
+      }`}
+      title={`${count} KI Vorschläge`}
+    >
+      🤖
+      <span
+        className={`absolute -top-0 -right-0 min-w-[18px] h-[18px] flex items-center justify-center text-[10px] font-bold text-white rounded-full ${
+          pulsing ? 'bg-red-500 animate-bounce' : 'bg-blue-500'
+        }`}
+      >
+        {count > 99 ? '99+' : count}
+      </span>
+    </button>
+  );
+}