Agent-Kernel Standalone

Agent-Kernel Standalone is a lightweight, self-contained Multi-Agent System (MAS) development framework for local environments. It provides the same modular microkernel architecture as the distributed version but runs entirely on a single machine — no Ray or external services required.

🚀 Installation

1. Requirements

• Python ≥ 3.11

2. Install from PyPI

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

pip install agentkernel-standalone

Installing with Optional Features

Agent-Kernel Standalone 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-standalone[web]"

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

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