AI能否像人类一样从错误中学习？反思型Agent系统不仅能生成回答，还会主动审视自己的输出，找出问题并持续改进。 反思策略本质上就是让LLM对自己的行为进行自我批评。有时反思器还会调用外部工具或检索系统来提升批评的准确性。这样一来系统输出的就不 ...

What if you could build your own AI agent, one that operates entirely on your local machine, free from cloud dependencies and API costs? Imagine having complete control over your data, making sure ...

Imagine an AI assistant that doesn’t just follow instructions but learns from you—adapting to your preferences, refining its responses, and becoming better with every interaction. Sounds like a dream, ...