Tag: Knowledge Applications

Building Intelligent Knowledge Applications with LangChain and RAG

This article provides a detailed guide on building intelligent knowledge applications by combining LangChain framework with Retrieval Augmented Generation (RAG) technology, addressing limitations of large language models in specialized knowledge, real-time information, and hallucinations through key components like document loading, text chunking, vector storage, and intelligent retrieval.