This is the Linux app named Agent Lightning whose latest release can be downloaded as AgentLightningv1.0.1sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Agent Lightning
DESCRIPTION
Agent Lightning is an open-source framework developed by Microsoft to train and optimize AI agents using techniques like reinforcement learning (RL), supervised fine-tuning, and automatic prompt optimization, with minimal or zero changes to existing agent code. It’s designed to be compatible with a wide range of agent architectures and frameworks — from LangChain and OpenAI Agent SDKs to AutoGen and custom Python agents — making it broadly applicable across different agent tooling ecosystems. Agent-Lightning introduces a lightweight training pipeline that observes agents’ execution traces, converts them into structured data, and feeds them into training algorithms, enabling users to improve agent behaviors systematically. The project emphasizes minimalist integration, so you can drop this into existing systems without extensive rewrites, focusing instead on iterative performance improvement.
Features
- Reinforcement learning-based agent optimization
- Zero or minimal code integration required
- Works with many agent frameworks (LangChain, AutoGen, etc.)
- Structured trace collection and training pipeline
- Trainer abstraction for iterative improvement
- Support for multi-agent systems
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/agent-lightning.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
