Agents to use with fractale, agentic state-machine orchestrator for Science
A sub-agent is a single step in a state machine that can call other sub-agents, tools, or prompts, and respond dynamically to work on a scoped task. Sub-agents are created in order to map our expertise and logic into a more controlled execution or interaction with an LLM.
The following agents are availble.
| Name | Description | Path |
|---|---|---|
| flux-operator | expert to deploy Flux Operator MiniClusters to Kubernetes | fractale_agents.kubernetes.FluxOperatorAgent |
| flux-build | optimized to build containers for the Flux Operator | fractale_agents.kubernetes.FluxBuildAgent |
| result_parse | Parse specific metrics from output logs | fractale_agents.parsers.ResultParserAgent |
| optimize | General optimization agent | fractale_agents.optimize.OptimizeAgent |
The general prompt agent is provisioned by fractale directly, fractale.agents.general.PromptAgent.
Would you like to see an expert added? Please open an issue and let us know.
A sub-agent is a specialized expert that can be imported and used in a fractale workflow. You can register agents on the fly, or via a configuration file.
# Register a sub-agent tool on the fly
fractale prompt -t fractale_agents.kubernetes.FluxOperatorAgent Deploy lammps to Kubernetes using the Flux OperatorOr write the tool into a registry file:
# sub-agents.yaml
tools:
- path: fractale_agents.kubernetes.FluxOperatorAgentAnd then:
fractale prompt -r ./sub-agents.yaml Deploy lammps to Kubernetes using the Flux OperatorThe agents here rely on the fractale backend.
HPCIC DevTools is distributed under the terms of the MIT license. All new contributions must be made under this license.
See LICENSE, COPYRIGHT, and NOTICE for details.
SPDX-License-Identifier: (MIT)
LLNL-CODE- 842614