🌐 English Version | 🇨🇳 中文版
This repository contains a revolutionary Multi-Dimensional Data Unified Computing Paradigm designed to transform how we interact with and manage complex data structures across multiple domains. The patent series introduces breakthrough technologies in data representation, manipulation, and AI-driven automation.
陈钦 (cq800229@qq.com)
四川龙映科技有限公司 (Sichuan Longying Technology Co., Ltd.)
| Patent | Core Contribution | Status |
|---|---|---|
| 📄 Patent 1: N-Dimensional Data Management System | N-Dimensional Data Model (NDData) | Filed |
| 📄 Patent 2: Unified Configuration Query Language | Unified Path Expression Language (TCL/TQL) | Filed |
| 📄 Patent 3: Tree Architecture & Path Index | On-demand Growth Tree + O(1) Path Index | Filed |
| 📄 Patent 4: Bidirectional Equivalence Architecture | NDData↔TCL/TQL Bidirectional Equivalence | Filed |
| 📄 Patent 5: Agent-First Architecture | AI-Native Multi-Dimensional Automation | Filed |
| 📄 Patent 6: Dimension Broadcast & Penetration | Dimension Broadcast & Penetration Drilling | Filed |
| 📄 Patent Summary: Technical Foundation | Complete Technical Overview | Filed |
NDData + TCL/TQL + Agent-First + TD+ND+DD Three-Layer Penetration
This paradigm has been independently validated in 4 groundbreaking projects:
- 📝 UO - Disrupting MS Office (TCL=ND+TD)
- 🎨 DM - Disrupting PS/AI/ACAD (TQL=ND+TD)
- 🎬 AL - Disrupting AE/Premiere (TQL=ND+TD+Math Relations)
- 📄 PFD - Disrupting PDF (Based on TDF principles, open globally, incompatible with PDF)
Building upon DD Penetration Design, we've evolved from TD+ND two-layer fusion to a revolutionary TD+ND+DD three-layer fusion:
┌─────────────────────────────────────────┐
│ TD Layer: Document/Object/Array Hierarchy Navigation │
├─────────────────────────────────────────┤
│ ND Layer: Multi-Dimensional Data Coordinate Positioning & Operation │
├─────────────────────────────────────────┤
│ DD Layer: JSON Document Internal Field Penetration Navigation │
└─────────────────────────────────────────┘
JSON Document = TD Tree (object/array nodes) + ND Leaves (string/number/bool/null)
TCL = TD + ND + DD
- Dynamic Dimensionality: Support unlimited dimensions with semantic axes
- O(1) Data Location: Pre-computed strides for instant data access
- Zero-Copy Operations: Maximum memory efficiency
- Cross-Domain Universal: One model for all data types
- Unified Syntax: Single language for query, modify, add, delete, broadcast
- Path Expressions: Precise data location using intuitive paths
- Batch Operations: Wildcard + dimension broadcast for massive efficiency
- AI-Friendly: Natural language-like syntax perfect for AI agents
- On-Demand Growth: Zero space startup, branches created as needed
- O(1) Path Queries: Path index for constant-time lookups
- Self-Contained Nodes: High data integrity, no external dependencies
- Unified Format: All domains use same tree structure
- AI-Native Architecture: Designed primarily for AI agents, humans secondary
- Natural Language Interface: Agents express intent, system executes precisely
- Deterministic Semantics: Same input = same result, fully predictable
- Composable Workflows: Complex automation through simple operations
| Operation | Traditional | Our Paradigm | Improvement |
|---|---|---|---|
| Data Location | O(n) | O(1) | ∞ |
| Path Query | O(n) | O(1) | ∞ |
| Batch Operations | Sequential | Parallel + Broadcast | 100-10000x |
| Memory Usage | High | Zero-Copy | 5-20x Compression |
| Query Complexity | Exponential | Linear | Dramatic |
All theories and product patents/invention patents/copyrights based on this theoretical system are owned by Chen Qin of Sichuan Longying Technology Co., Ltd.
This series of documents is open-sourced under the GNU AFFERO GENERAL PUBLIC LICENSE v3.0 (AGPL-3.0), with the following additional terms:
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📖 Attribution Required: Anyone using or referencing this series of documents must clearly cite the source, including the inventor's name, affiliation, and original document link.
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🆓 Non-Commercial Free Use: Non-commercial use is free of charge, including personal learning, academic research, scientific research projects, open source community contributions, etc.
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💰 Commercial Authorization Required: Commercial use requires written authorization and payment of licensing fees. Commercial use includes but is not limited to: using the technical solutions in commercial products, commercial services, commercial systems, commercial consulting, etc.
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⚖️ Legal Protection: This product is protected by international law. Infringement will be prosecuted to the fullest extent of the law.
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Inventor: 陈钦
Email: cq800229@qq.com
Affiliation: 四川龙映科技有限公司 (Sichuan Longying Technology Co., Ltd.)
Filing Date: 2026-09-14
- DD Penetration Design Supplement - Technical details on three-layer fusion
- Chinese Documentation - 完整中文文档
- Patent Summary - Complete technical overview
This revolutionary computing paradigm represents years of research and development in multi-dimensional data management, artificial intelligence integration, and cross-domain data unification. We welcome contributions from the open-source community to further advance this groundbreaking technology.
© 2026 Sichuan Longying Technology Co., Ltd. All Rights Reserved.
Patent Series - Multi-Dimensional Data Unified Computing Paradigm