Multi-Agent AI Systems

Quantum Swarm Builder

Visual Agent Builder Platform for creating self-healing, intelligent AI agent systems with biological-inspired swarm intelligence

Self-Organizing Agent Systems

Quantum Swarm Builder is a no-code/low-code platform that empowers corporations, teams, and individuals to design and deploy self-organizing AI agent systems. Inspired by biological immune systems, build agent swarms that self-heal when agents fail, auto-scale based on demand, learn and adapt through knowledge transfer, and self-organize without central control.

Design complex multi-agent architectures with our visual canvas, watch agents react to incoming requests in real-time, and deploy production-ready systems with one click.

Platform Stack

Frontend Next.js 15 + React 19
Styling Tailwind CSS
Database Prisma + SQLite
LLM Support OpenAI, Anthropic, Ollama

Core Capabilities

Visual Agent Builder

Drag-and-drop interface for designing agent systems with real-time visualization of swarm behavior, interactive canvas showing agent states and connections, and live parameter tuning with instant feedback.

Template Library

Pre-built agent systems for customer service swarm, DevOps incident response, content moderation, sales assistant, HR onboarding, supply chain optimizer, and cybersecurity defense.

Real-time Monitoring

Live system health dashboard with agent state visualization (DORMANT → ALERT → SPECIALIZING → ACTIVE → TEACHING), knowledge transfer tracking, and performance metrics including response times, success rates, and throughput.

Knowledge Base Management

Centralized knowledge repository for agent training with vector embeddings for semantic search, tag-based organization for easy retrieval, and usage analytics to track popular content.

Self-Healing Architecture

No central router - agents use chemotaxis to move toward suitable requests. Failed agents trigger swarm responses. Automatic detection and recovery with zero-sum constraint ensuring electron conservation.

Voice Chat Features

Natural voice interaction powered by Microsoft EdgeTTS with speech-to-text, high-quality natural voices, swarm-specific voices for each agent type, and Voice Activity Detection (VAD) for seamless communication.

Technical Specifications

Framework
Next.js 15 + React 19
Styling
Tailwind CSS
Database
Prisma ORM + SQLite
State Management
Zustand
UI Components
Radix UI
Visualization
Recharts
LLM Providers
OpenAI, Anthropic, Ollama
Vector Database
Qdrant-ready Architecture

Getting Started

Quick setup guide for Quantum Swarm Builder

1

Install Dependencies

npm install
2

Install Python Dependencies

pip3 install -r tts_requirements.txt
3

Initialize Database

npx prisma db push
4

Start All Servers

./start_all.sh

Starts both Next.js app (port 3000) and EdgeTTS server (port 5050)

Ready to Build Self-Organizing Agent Systems?

Create intelligent, adaptive AI swarms inspired by biological immune systems