File size: 1,483 Bytes
ea39bcd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
---
license: apache-2.0
tags:
  - deckergui
  - data-sync
  - dataset
  - vector-generation
  - mlops
  - en
  - license:apache-2.0
library_name: deckergui
pipeline_tag: text-generation
---

## DGUI Dsync

**Data Synchronization & Dataset Management** for DeckerGUI.

### Overview
DSYNC is a comprehensive data synchronization module with 9 sub-modules. It handles dataset management, vector generation, context synchronization, MLOps pipelines, and agent coordination.

### Sub-Modules
1. **Dataset** β€” Dataset creation, versioning, and management
2. **Context** β€” Context synchronization across agents
3. **YouTube** β€” Video content extraction and indexing
4. **MLOps** β€” ML pipeline orchestration
5. **Agents** β€” Agent state synchronization
6. **KPI** β€” Usage data aggregation
7. **DGM** β€” Gate protocol data flow
8. **Plugins** β€” Extensible plugin system
9. **Sync Node** β€” Distributed sync coordination

### Integration
DSYNC feeds the CaaS (Context-as-a-Service) federation API:
- `/context/sessions` β€” DSYNC session archive
- `/context/seeds` β€” Seed lifecycle events
- `/context/usage` β€” Token usage data

### KPI Tokenizer
DSYNC integrates with the Enterprise KPI Tokenizer for tracking sync operations, token savings, and dataset generation costs.

### Citation
```bibtex
@software{deckergui-dsync,
  title={DGUI Dsync},
  author={wan mohd azizi},
  year={2025},
  publisher={Hugging Face},
  url={https://huggingface.co/ctaxnagomi/DGUI-Dsync}
}
```