最近在做智能解决方案系统时，我遇到了一个关键问题：如何让AI在复杂任务中既保持推理能力，又能有效执行行动？传统AI系统往往要么只能基于训练数据推理，要么只能执行固定流程，缺乏动态决策能力。 ReAct（Reasoning and Acting）范式正是为了解决这个问题而 ...

This week LangGraph has introduced templates to simplify the creation of applications for common use cases, with a particular focus on transforming unstructured research data into structured formats ...

Debugging and deploying applications can often feel like navigating a maze with no clear exit. It’s a problem that plagues many developers, leading to wasted time and frustration. But what if there ...

The evolution of generative AI (GenAI) necessitates a sophisticated architecture that integrates advanced language models with cutting-edge technologies for improved decision-making capabilities. This ...