agentkernel-distributed 1.1.0

A distributed multi-agent system framework

 

Agent-Kernel Distributed

Agent-Kernel Distributed is a distributed Multi-Agent System (MAS) development framework designed to support large-scale environments using Ray for distributed execution. It is ideal for coordinating multiple intelligent agents running across different nodes or processes.

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🚀 Quick Start

1. Requirements

• Python ≥ 3.11

2. Install from PyPI

You can install Agent-Kernel Distributed directly from PyPI using pip.

pip install agentkernel-distributed

The distributed package depends on Ray and will install it automatically.

Installing with Optional Features

Agent-Kernel Distributed comes with optional dependencies for web services and storage solutions. You can install them as needed.

• web → Installs aiohttp, fastapi, uvicorn
• storages → Installs asyncpg, pymilvus, redis
• all → Installs both web and storages

To install the package with these extras, use the following format:

# Install with web features
pip install "agentkernel-distributed[web]"

# Install with storage features
pip install "agentkernel-distributed[storages]"

# Install all optional features
pip install "agentkernel-distributed[all]"