Agent Zero
8cebb4f4e9
- 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
51 lines
2.1 KiB
SQL
51 lines
2.1 KiB
SQL
-- ai_proactive plugin: suggestions, context log, user settings
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-- Suggestions Store
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CREATE TABLE IF NOT EXISTS ai_proactive_suggestions (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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tenant_id UUID NOT NULL,
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user_id UUID NOT NULL,
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entity_type VARCHAR(50) NOT NULL,
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entity_id UUID,
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suggestion_type VARCHAR(50) NOT NULL DEFAULT 'info', -- info, warning, action, insight
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title VARCHAR(200) NOT NULL,
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content TEXT NOT NULL,
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confidence FLOAT NOT NULL DEFAULT 0.5,
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actions JSONB NOT NULL DEFAULT '[]', -- [{method, path, body, description}]
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is_dismissed BOOLEAN NOT NULL DEFAULT FALSE,
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is_acted_upon BOOLEAN NOT NULL DEFAULT FALSE,
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context_snapshot JSONB NOT NULL DEFAULT '{}',
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created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
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expires_at TIMESTAMPTZ
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);
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CREATE INDEX IF NOT EXISTS ix_suggestions_user ON ai_proactive_suggestions (tenant_id, user_id, is_dismissed, created_at DESC);
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CREATE INDEX IF NOT EXISTS ix_suggestions_entity ON ai_proactive_suggestions (tenant_id, entity_type, entity_id);
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-- Context Log (was der User wann angesehen hat)
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CREATE TABLE IF NOT EXISTS ai_proactive_context_log (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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tenant_id UUID NOT NULL,
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user_id UUID NOT NULL,
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page VARCHAR(200) NOT NULL,
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entity_type VARCHAR(50),
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entity_id UUID,
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entity_data JSONB NOT NULL DEFAULT '{}',
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created_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
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);
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CREATE INDEX IF NOT EXISTS ix_context_log_user_time ON ai_proactive_context_log (tenant_id, user_id, created_at DESC);
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-- User Settings für proactive AI
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CREATE TABLE IF NOT EXISTS ai_proactive_settings (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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tenant_id UUID NOT NULL,
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user_id UUID NOT NULL,
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enabled BOOLEAN NOT NULL DEFAULT TRUE,
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suggestion_categories JSONB NOT NULL DEFAULT '["mail","tasks","contacts","companies","insights"]',
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confidence_threshold FLOAT NOT NULL DEFAULT 0.5,
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rate_limit_seconds INT NOT NULL DEFAULT 10,
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model VARCHAR(100) NOT NULL DEFAULT 'gpt-4o-mini',
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created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
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updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
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UNIQUE(tenant_id, user_id)
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);
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