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 +1,50 @@
+-- ai_proactive plugin: suggestions, context log, user settings
+
+-- Suggestions Store
+CREATE TABLE IF NOT EXISTS ai_proactive_suggestions (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    tenant_id UUID NOT NULL,
+    user_id UUID NOT NULL,
+    entity_type VARCHAR(50) NOT NULL,
+    entity_id UUID,
+    suggestion_type VARCHAR(50) NOT NULL DEFAULT 'info',  -- info, warning, action, insight
+    title VARCHAR(200) NOT NULL,
+    content TEXT NOT NULL,
+    confidence FLOAT NOT NULL DEFAULT 0.5,
+    actions JSONB NOT NULL DEFAULT '[]',  -- [{method, path, body, description}]
+    is_dismissed BOOLEAN NOT NULL DEFAULT FALSE,
+    is_acted_upon BOOLEAN NOT NULL DEFAULT FALSE,
+    context_snapshot JSONB NOT NULL DEFAULT '{}',
+    created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
+    expires_at TIMESTAMPTZ
+);
+CREATE INDEX IF NOT EXISTS ix_suggestions_user ON ai_proactive_suggestions (tenant_id, user_id, is_dismissed, created_at DESC);
+CREATE INDEX IF NOT EXISTS ix_suggestions_entity ON ai_proactive_suggestions (tenant_id, entity_type, entity_id);
+
+-- Context Log (was der User wann angesehen hat)
+CREATE TABLE IF NOT EXISTS ai_proactive_context_log (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    tenant_id UUID NOT NULL,
+    user_id UUID NOT NULL,
+    page VARCHAR(200) NOT NULL,
+    entity_type VARCHAR(50),
+    entity_id UUID,
+    entity_data JSONB NOT NULL DEFAULT '{}',
+    created_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
+);
+CREATE INDEX IF NOT EXISTS ix_context_log_user_time ON ai_proactive_context_log (tenant_id, user_id, created_at DESC);
+
+-- User Settings für proactive AI
+CREATE TABLE IF NOT EXISTS ai_proactive_settings (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    tenant_id UUID NOT NULL,
+    user_id UUID NOT NULL,
+    enabled BOOLEAN NOT NULL DEFAULT TRUE,
+    suggestion_categories JSONB NOT NULL DEFAULT '["mail","tasks","contacts","companies","insights"]',
+    confidence_threshold FLOAT NOT NULL DEFAULT 0.5,
+    rate_limit_seconds INT NOT NULL DEFAULT 10,
+    model VARCHAR(100) NOT NULL DEFAULT 'gpt-4o-mini',
+    created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
+    updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
+    UNIQUE(tenant_id, user_id)
+);