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
1.8 KiB
Python
51 lines
1.8 KiB
Python
"""SQLAlchemy models for the Unified Search plugin."""
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from __future__ import annotations
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import uuid
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from datetime import datetime
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from sqlalchemy import DateTime, ForeignKey, Index, String, Text
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from sqlalchemy.dialects.postgresql import JSONB, UUID as PGUUID
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from sqlalchemy.orm import Mapped, mapped_column
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from app.core.db import Base, TenantMixin
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class SearchProviderRegistry(Base, TenantMixin):
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"""Registry of active search providers per tenant."""
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__tablename__ = "unified_search_providers"
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__table_args__ = (
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Index("ix_usp_tenant", "tenant_id"),
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)
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id: Mapped[uuid.UUID] = mapped_column(
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PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
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)
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entity_type: Mapped[str] = mapped_column(String(50), nullable=False)
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plugin_name: Mapped[str] = mapped_column(String(80), nullable=False)
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is_active: Mapped[bool] = mapped_column(
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nullable=False, default=True
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)
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config: Mapped[dict] = mapped_column(JSONB, nullable=False, default=dict)
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class SearchIndexLog(Base, TenantMixin):
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"""Log of indexing actions for audit and debugging."""
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__tablename__ = "unified_search_index_log"
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__table_args__ = (
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Index("ix_usil_tenant", "tenant_id"),
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Index("ix_usil_entity", "entity_type", "entity_id"),
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)
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id: Mapped[uuid.UUID] = mapped_column(
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PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
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)
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entity_type: Mapped[str] = mapped_column(String(50), nullable=False)
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entity_id: Mapped[uuid.UUID] = mapped_column(PGUUID(as_uuid=True), nullable=False)
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action: Mapped[str] = mapped_column(String(20), nullable=False)
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status: Mapped[str] = mapped_column(String(20), nullable=False, default="pending")
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error_message: Mapped[str | None] = mapped_column(Text, nullable=True)
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