This post discusses the development of smarter chatbots using advanced language models. It covers the use of tools like LangChain Community, Mixtral 8-7B, and ChromaDB to create chatbots that can process diverse file types and interact with users effectively. The post also explains the concept of retrieval-augmented generation (RAG) and its impact on enhancing chatbot functionality.
Table of contents
Evolving Chatbot TechnologiesUnderstanding RAGDemonstrating the Impact of RAGSystem Requirements and PerformanceHow to Run the CodeConclusion143 Impressions