AI Documents

Automatically analyzes all documents in your owncloud.online instance using AI.
Features include automatic categorization, entity extraction (persons, organizations,
dates, amounts, IBAN), multi-level summaries, and a user-scoped evidence
assistant with exact source locations.

All AI results strictly respect owncloud.online permissions (User/Group/Shares).

### Features
- Automatic document analysis on upload/change
- Intelligent categorization with confidence scores
- Entity extraction (NER): persons, organizations, dates, amounts, IBAN, etc.
- Short and long summaries with highlights, deadlines, and risks
- User-scoped document chatbot for ad-hoc queries (RAG pipeline)
- Evidence Assistant with file, page, paragraph, quote and coverage details
- Hybrid lexical/vector search with optional Qdrant or OpenSearch backend
- Confirmation-based Smart Action Inbox for deadlines, tasks and risks
- Document version comparison, duplicate detection and outdated-version hints
- Source-backed customer/project briefings and context-aware suggestions
- Private learning reranker based on confirmed ratings and opened sources
- Query planning across full text, embeddings, OCR, versions and briefings
- ACL-safe Knowledge Graph for documents, entities, facts and contradictions
- User-confirmed memory with expiry and deletion controls
- Task-aware model routing by cost, speed and quality policy
- Index coverage dashboard and reproducible evaluation catalog
- Asynchronous approved actions with audit trail and safe rollback
- Locale-aware UI and assistant answers with a safe English fallback
- Full ACL enforcement: AI results are only visible to authorized users
- Background jobs for initial backfill and retry handling
- Admin panel for configuration and monitoring

### Supported Formats
Office (DOCX, XLSX, PPTX, ODT/ODS/ODP), PDF (born-digital and scanned),
Images (PNG/JPG/TIFF via OCR), Email (EML, MBOX), Text (TXT, HTML, CSV, XML)