LangGraph Studio: An IDE for visualizing and debugging agents скачать в хорошем качестве

LangGraph Studio: An IDE for visualizing and debugging agents

The LangGraph Platform consists of several components that work together to support the development, deployment, debugging, and monitoring of LangGraph applications. LangGraph Studio is a central components of this and is a specialized IDE to enable visualization, interaction, and debugging of LangGraph applications. Here, we explain how Studio works and review a few common usage patterns, such as threads, assistants, and debugging with LangSmith. Docs: https://langchain-ai.github.io/langgr... Video notes: https://mirror-feeling-d80.notion.sit... Chapters: 00:00 - Introduction to LangGraph Studio 00:21 - Demo: Local Deep Researcher in Studio 00:56 - Understanding Graph Execution in Real-time 01:17 - LangGraph Platform Components Overview 02:07 - Memory in LangGraph Platform 02:35 - Studio's Role in the Platform 03:00 - Application Structure Requirements 03:25 - Configuration File Overview 04:05 - Application Structure Components 04:46 - Running LangGraph Platform Locally 05:19 - Using uvx for Environment Management 05:55 - Launching the Local Development Server 06:17 - Exploring API Documentation 06:42 - Studio UI Introduction 07:07 - Graph Visualization and Node Mapping 07:55 - Understanding Input and State Management 08:46 - Running a Graph in Studio 09:17 - State Updates During Execution 09:58 - Thread Management and History 10:46 - Memory Button and LangGraph Store 11:14 - LangSmith Integration 11:33 - Thread View in LangSmith 12:10 - Assistant Configurations Management 12:44 - Creating New Assistants 13:27 - Configuration Settings Customization 14:00 - Studio Features Recap 14:48 - Conclusion