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Agent Lightning optimizes AI agents with minimal code changes, supporting various frameworks and advanced algorithms.
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Summary
Agent Lightning is a powerful tool designed to optimize AI agents with minimal code changes. It supports various agent frameworks, including LangChain, OpenAI Agent SDK, and Microsoft Agent Framework, allowing users to enhance their agents' performance seamlessly.
Key features:
- Zero Code Change Optimization - Optimize agents without altering existing code.
- Multi-Agent System Support - Selectively optimize one or more agents in a system.
- Advanced Algorithms - Utilizes Reinforcement Learning, Automatic Prompt Optimization, and Supervised Fine-tuning.
- Easy Installation - Install via pip with straightforward commands.
- Documentation and Community Support - Access comprehensive guides and join a community of contributors.
This tool is ideal for developers and researchers looking to enhance AI agent capabilities efficiently.
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