LangChain Legends: Building LLM-Powered Applications

Explore a comprehensive 40-minute conference talk from All Things Open that delves into LangChain, an open-source framework revolutionizing Large Language Model (LLM) application development. Learn the fundamental principles behind LangChain, understand how it differs from traditional LLM implementations, and discover its key components including prompt templates, chains, agents, and memory systems. Master the creation of intelligent applications through hands-on demonstrations, including building a RAG (Retrieval-Augmented Generation) application. Gain practical knowledge about constructing question-answering systems and document summarizers while understanding the advantages of LangChain's open-source ecosystem. Walk away with a solid foundation in LangChain's architecture, the ability to develop basic LangChain applications, and insights into integrating LLMs into various projects, all while connecting with a vibrant open-source community.