随着大型语言模型（LLM）驱动的自主代理（Agent）从学术走向应用，如何确保其行为的可靠性、安全性与可控性，已成为决定其能否在真实世界关键任务中落地的核心挑战。大语言模型能力虽然越来越强，但并非完美无缺，可能产生错误或不准确输出。当一个 ...

LangGraph has been used to create a multi-agent large language model (LLM) coding framework. This framework is designed to automate various software development tasks, including coding, testing, and ...

The emerging field of AI orchestration just got an additional boost of confidence with the alpha release of LangChain’s two flagship platforms, LangGraph and LangChain version 1.0. Graduating to a 1.0 ...

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 ...