neuralbrok 3.0.0

Agent orchestration platform — hardware-aware routing, MCP server, swarm intelligence, OpenAI-compatible

🧠 NeuralBroker 3.0: Unified Neural Gateway

NeuralBroker is the visionary agent orchestration platform that transforms your local hardware and cloud APIs into a single, self-improving "Neural Knowledge" graph. It is the bridge between raw inference and persistent cognitive memory.

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⚡ The 3.0 Vision: Everything Unified

NeuralBroker 3.0 merges the inference gateway, the swarm orchestrator, and structural memory into a single daemon.

🔌 1. Unified Inference Gateway

NeuralBroker now acts as a native Anthropic & OpenAI compatible proxy.

• One Port (:8000): Point any tool (Cursor, Claude Code, Cline, etc.) to NeuralBroker.
• Protocol Normalization: Transparently routes Anthropic /v1/messages calls to any provider (Ollama, NVIDIA NIM, DeepSeek, OpenRouter) using LiteLLM.
• Hardware-Aware Routing: Automatically falls back to cloud when VRAM is saturated or when task complexity requires a frontier model.

🕸️ 2. Neural Knowledge Graph

Every interaction creates a trace. NeuralBroker doesn't just store logs; it builds a persistent graph memory (NetworkX + SQLite).

• Entity Linking: Decisions, task outcomes, and reasoning chains are stored as typed nodes.
• Auto-Learning: Agents query the graph before execution to avoid repeating past mistakes.
• Live Visualization: A real-time D3.js dashboard at /dashboard/graph visualizes the growth of your system's knowledge.

🛠️ 3. One-Command Setup

Zero configuration for your favorite IDEs.

neuralbrok start

NeuralBroker automatically detects your IDEs (Cursor, VS Code, Claude Code) and auto-wires them to use the local gateway. No more messing with environment variables.

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🚀 Quick Start

Installation

pip install neuralbrok

Setup & Launch

# 1. Detect hardware and auto-configure optimal models
neuralbrok setup

# 2. Start the gateway and dashboard
neuralbrok start

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🏗️ Architecture

graph TD
    User([IDE / Agent SDK]) --> Gateway[NeuralBroker Gateway :8000]
    Gateway --> Policy[VRAM Policy Engine]
    Policy --> Local[Local Ollama / CUDA]
    Policy --> Cloud[Cloud / NVIDIA NIM / OpenRouter]
    
    Gateway --> Memory[(Neural Knowledge Graph)]
    Memory --> Reasoning[Graph-Augmented Context]
    Reasoning --> Swarm[Swarm Orchestrator]

📊 CLI Interface

• neuralbrok start: Launch the gateway and dashboard.
• neuralbrok graph open: Open the live memory visualizer.
• neuralbrok memory search <query>: Query the structural memory.
• neuralbrok setup: Guided hardware detection and model selection.

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🛡️ Zero-Trust Federation

NeuralBroker supports Federated Agent Mesh, allowing you to link multiple machines securely (Zero-Trust) to share VRAM resources across a local network or VPN.

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📜 License

MIT © 2026 NeuralBroker Team. Built with 💖 by the Google Deepmind team (Advanced Agentic Coding).