Multi-agent framework for dynamic tasks solving made simple.

Elemental is a multi-agent framework designed with a focus on the modularity of agentic workflow stages. It enables the creation and management of single-agent or multi-agent systems with ease. The core functionality revolves around dynamically planning how to solve assigned tasks and executing those plans with the help of an agent team. Elemental supports the programmatic creation of flexible and custom workflows and includes a no-code interface for easy management of agents and tasks. To get started with Elemental, simply create a configuration file and run the framework with a single command.

Designed with KISS principle for flexible multi-agent systems .

• Easily create multi-agent workflows. Code and no-code YAML based interface.
• Assign language model for a specific role. Mix and match languages.
• Use tools and bring your own. Use MCP servers and select tools you need.
• Designed for small and large models. Local and remote frameworks supported with easy model specification.
• Dynamic planning starting from simple config file. Planning, re-planning supported in agent orchestration.
• Automation for every use case.

Installation

pip install elemental-agents

Check https://github.com/AttoAgents/elemental for examples.

Visit documentation https://attoagents.io/elemental/documentation/ for details.