LogoLogo
  • JuliaOS Documentation Hub
  • About JuliaOS
    • Mission & Vision
    • Features and Capabilities
    • Roadmap
    • Tokenomics
  • Ecosystem
    • Overview
  • Partners
    • Heurist
    • Fetch.ai
    • Soulgraph
    • cheqd.io
    • Aethir
    • Anyone
    • TensorLabs
    • Hashpower
  • Technology
    • Overview
    • Open Source
      • Modular Framework
      • CLI Mode
    • AI Platform
      • Dashboard
      • Agent Management
      • Swarm Management
      • Marketplace
      • Mining
    • LLM
    • Launchpad
    • Robotics & IOT
      • SwarmIOT
      • Modular AI with Robotics
        • J3OS MiniLLM
          • 🔧 Use Cases
  • Technical
    • Overview
    • Developer Hub
      • Getting Started
        • Installation Guide
          • Github Guide
        • Basic Concepts
        • Quick Start Guide
          • Handling secrets
        • Examples and Use
          • Example: Using the Trading Functionality
          • Example: Using the Benchmarking Feature
          • Example: Multi-Agent Swarm Coordination
          • Example: Using the Python Wrapper for LLM Integration
          • Example: Using Cross-Chain Bridges
          • Example: Creating and Running a Swarm Optimization
          • Page 4
      • Best Practices
        • Performance Tuning
        • Agent/Swarm Design Patterns
        • Best Practices & Patterns
        • Security Best Practices
      • CLI
        • JuliaOS CLI Interface
        • Agent Management (CLI)
        • CLI Configuration
        • Cross-Chain Hub (CLI)
        • Swarm Management (CLI)
        • CLI Troubleshooting
        • Wallet Management (CLI)
      • Framework SDK
        • Modules
          • Bridge
          • Agents Module
          • Dex
          • Swarms Module
          • Wallet
        • Python Wrapper
          • LangChain Integration
          • Python Wrapper
      • Contributing Guide
      • Extending JuliaOS
      • Development Setup & Conventions
      • Testing & Debugging
      • Troubleshooting
    • Architecture
      • High Level JuliaOS
      • CLI <-> Backend Communication
      • Data Storage Architecture
      • Framework Internals
      • Architecture Deep Dive
        • Architectual Notes
    • Concepts
      • Core Features & Concepts
      • Agents
        • Agent Skills & Specializations
      • Swarms
      • Neural Networks
      • Blockchains & Chains
      • Bridges (Cross-Chain)
      • Integrations
        • Google ADK
        • LLMs
        • Price Feed
        • DEX Integration
      • Storage
      • Trading Capabilities
      • Use Cases
      • Wallets
      • Portfolio Optimization
  • Research
    • JuliaOS Research
  • API Documentation
    • API Reference
      • API Reference: Julia Backend Commands
      • API Reference: CLI Commands
      • API Reference: Node.js API
      • API Reference: Python API
      • API Reference
  • Community
    • Community & Support
  • FAQ
    • General
    • Technical
    • Community
Powered by GitBook
On this page
  • High-Level Architecture
  • Components
  • Data Flow
  • Extensibility
  • Next Steps
Export as PDF
  1. Technical
  2. Architecture

Architecture Deep Dive

JuliaOS is designed as a modular, multi-language system for building, deploying, and managing AI agents and swarms across blockchains.

This section provides a deeper look into the core architectural components and their interactions.

High-Level Architecture

graph TD
    CLI[Node.js CLI] -->|Bridge API| JuliaBackend[Julia Backend]
    PythonWrapper[Python Wrapper] -->|Bridge API| JuliaBackend
    JuliaBackend -->|Uses| Framework[Framework Modules]
    JuliaBackend -->|Uses| Bridges[Cross-Chain Bridges]
    JuliaBackend -->|Uses| Wallets[Wallet Integrations]
    Framework -->|Provides| Agents
    Framework -->|Provides| Swarms
    Framework -->|Provides| Blockchain Utilities
    Framework -->|Provides| Storage
    Bridges -->|Connects to| Blockchains
    Wallets -->|Connects to| Blockchains

Components

  • CLI: Node.js-based interactive command-line interface for users.

  • Julia Backend: Core logic, agent/swarms/metrics management, and backend services.

  • Framework: Algorithms, agent logic, blockchain, storage, and utility code.

  • Bridges: Cross-chain and protocol bridges (e.g., Wormhole, Solana, Relay).

  • Wallets: Wallet management for different platforms (Rabby, Phantom, Metamask, etc.).

  • Python Wrapper: Python bindings for JuliaOS, enabling Python-based integrations.

Data Flow

  1. User interacts with CLI or Python API

  2. CLI/Python sends commands to Julia backend via bridge (typically HTTP/WebSocket requests).

  3. Julia backend's command handler receives the request.

  4. Backend uses framework, bridges, and wallets modules to perform the requested action.

  5. Results are returned to the CLI/Python API and displayed to the user.

Extensibility

  • Add new agents, swarms, bridges, or wallets by extending the relevant modules.

  • Integrate with new blockchains or protocols via the bridges and wallet interfaces.

Next Steps

Dive deeper into specific interactions:

  • CLI <-> Backend Communication

  • Framework Internals

  • Data Storage

PreviousFramework InternalsNextArchitectual Notes