Documentation Hub¶
Welcome to the Pebble DMS Documentation Vault.
Use this as the single source of truth for product, architecture, and engineering documentation for the Document Management System.
What is Pebble DMS?¶
Pebble DMS is an intelligent document management system designed to deduplicate, classify, and tag large-scale document collections (1TB+ of PDFs and images). It transforms unorganized document chaos into a structured, searchable knowledge base.
Key Capabilities¶
| Capability | Description |
|---|---|
| Deduplication | Hash-based and content-based duplicate detection |
| Classification | AI-powered document type and category classification |
| Tagging | Automatic and manual tagging with smart suggestions |
| OCR | Text extraction from scanned PDFs and images |
| Search | Full-text and semantic search across all documents |
Sections¶
- Vision & Strategy — Why we're building this
- Document Workflow — How documents flow through the system
- MVP Scope — What's in Phase 1, 2, 3
- Architecture — System design and components
- AI & ML Overview — Models for classification and tagging
- Implementation — Development approach
- Operations — Monitoring and maintenance
- Developer Use Cases — 40+ Detailed Use Cases
- Ingestion: Upload, batch import, format detection
- Deduplication: Hash, content, and visual similarity
- Classification: Auto-categorization with confidence scores
- Tagging: Keywords, NER, custom taxonomies
- OCR: Text extraction, language detection
- Search: Full-text, filtered, semantic search
- API: REST endpoints for all operations
How to Use¶
- Navigate by section using the sidebar
- Search for specific topics using the search bar
- Cross-reference use cases by their IDs (e.g.,
DUP-001) - Link related concepts when adding new documentation