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

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