Explore the future of AI development in this comprehensive workshop featuring Harrison Chase, creator of LangChain, and James Briggs from Pinecone. Dive into the world of Large Language Models (LLMs), vector databases, and the LangChain library to understand how these tools are revolutionizing AI-powered applications. Learn about the history of NLP, transformers, and the challenges faced by large language models. Discover the key components of LangChain, including chains, prompt templates, agents, and memory. Gain insights into building with language models, focusing on retrievable augmentation, indexing, and vector databases. Explore practical applications through Python text splitters and embedding tools. Access accompanying slides and a notebook to enhance your learning experience and start creating cutting-edge AI applications.