OriginTrail
  • Get started with OriginTrail
  • OriginTrail Ecosystem — Call for Papers (Coming Soon)
  • Key Concepts
    • Decentralized Knowledge Graph (DKG)
    • DKG key concepts
  • TRAC: DKG utility token
  • Build with DKG
    • Quickstart (test drive the DKG in 5 mins)
      • Quickstart with Node.js
      • Quickstart with Python
    • Querying the DKG
    • DKG Edge Node
      • DKG Edge Node architecture
      • Get started with the Edge Node boilerplate
        • Automated setup with the installer
        • Manual setup
        • Usage example
      • Customize & build with the Edge Node
      • Knowledge Mining and dRAG examples
      • Deploy your Edge Node based project
        • Automated deployment with installer
      • DKG Edge Node inception program
      • DKG Edge Node API documentation
    • DKG Core Node
      • Run a V8 Core Node on testnet
        • Preparation for V8 DKG Core Node deployment
        • V8 DKG Core Node installation
      • Run a V8 Core Node on mainnet
        • Preparation for V8 DKG Core Node deployment
        • V8 DKG Core Node installation
      • How to open up your node for publishing
    • DKG toolkit
      • DKG SDK
        • Development environment setup
        • DKG Javascript SDK (dkg.js)
          • Interact with DKG paranets
          • Knowledge submission & curation
          • Paranet's incentives pool implementation
        • DKG Python SDK (dkg.py)
      • DKG paranets
        • Deploying a DKG paranet
        • Building with DKG paranets
        • Syncing a DKG Paranet
        • Initial Paranet Offerings (IPOs)
          • IPO specification
          • Launching your IPO
          • Paranet's incentives pool
          • IPO voting
      • AI agents
        • ElizaOS DKG agent
        • Custom DKG Python agent
        • Custom DKG JavaScript agent
      • Using the DKG with MCP
    • Ecosystem call for papers
  • DKG under the hood
    • Introduction
    • Delegated staking
      • Step-by-step staking
      • Redelegating stake
  • Random Sampling DKG Proof System
    • Random sampling rollout
    • Random Sampling FAQ
  • DKG Sync
  • Integrated Blockchains
    • Base blockchain
      • Connect to Base
    • Gnosis chain
      • Connect to Gnosis
    • NeuroWeb
    • Teleport instructions - NeuroWeb
    • Bridging to Moonbeam
    • Deployed smart contracts
  • Bounties & rewards
    • General bug bounty
    • Code contributions & V8 bug bounty
  • Whitepapers & RFCs
    • OriginTrail whitepaper
    • OriginTrail RFCs
  • Useful Resources
    • What's new with OriginTrail V8
    • DKG V8 guidebook
      • Protocol updates
      • Feature roadmap
      • How to upgrade to V8?
    • Public nodes
    • Tutorials
    • Test token faucet
    • Development principles
    • Community created resources
    • Linked data & knowledge graphs
    • Available networks, network details and RPCs
    • OT Node Engine implementation details
      • Modules
      • Command Executor
    • Contribution guidelines
      • Guidelines for automated test contributions
    • Explore the OriginTrail ecosystem
Powered by GitBook
On this page

Was this helpful?

Edit on GitHub
  1. DKG under the hood

Introduction

While other sections introduce the high-level capabilities of the DKG, this section is for those who want to understand what’s really happening behind the scenes: how data flows through the system, how nodes coordinate, how cryptographic proofs work, and how the DKG achieves verifiability, decentralization, and semantic interoperability at scale.

What You'll Learn in the Following Pages:

  • The mechanics of delegated staking

  • How data is structured and hashed using Merkle roots

  • The mechanics of publishing, replication, and querying across Core and Edge Nodes

  • How consensus protocols tie into graph storage and knowledge lifecycle via Random Sampling

  • How DKG Sync works and why it is needed, etc

Whether you're building dapps, deploying nodes, or integrating symbolic AI agents, this section will give you a technical foundation to architect on top of the DKG with confidence.

PreviousEcosystem call for papersNextDelegated staking

Last updated 1 day ago

Was this helpful?