LangChain is a framework that lets large language models (LLMs) interact with tools like APIs, databases, and file systems. It helps AI fetch real-time data, take actions, and retain memory across conversations. Instead of just replying from stored knowledge, LangChain enables LLMs to reason, act, and adapt making them more dynamic and useful in real-world tasks.