Here we will import necessary packages: langgraph, langchain_core, langchain_google_genai - These are important packages for our project. This code imports necessary libraries to create and interact ...

📢 更新说明：AI 不停，更新不止。本仓库将伴随 AI 大模型技术栈持续进化，坚持 开源、系统化、长期更新。模型、框架、Agent、实战项目，都会随着生态变化持续完善和升级。它不只是帮你入门，而是陪你一路成长，从零基础到能真正落地。 目前 概念篇 已 ...

𝗕𝘂𝗶𝗹𝗱 𝗬𝗼𝘂𝗿 𝗙𝗶𝗿𝘀𝘁 𝗟𝗮𝗻𝗴𝗚𝗿𝗮𝗽𝗵 𝗔𝗴𝗲𝗻𝘁: 𝗦𝘁𝗮𝘁𝗲, 𝗧𝗼𝗼𝗹𝘀, 𝗮𝗻𝗱 𝗛𝗜𝗧𝗟 𝗶𝗻 𝟭𝟰 𝗦𝘁𝗲𝗽𝘀 Most agent tutorials show a simple loop. The LLM calls a tool. It repeats ...

In Issue #1, we talked about what happens when an agent runs out of context. This issue is about something worse, because it looks like success. Your agent calls the tools. Reads the files. Queries ...