Building AI-Powered Chatbots with Retrieval Augmented Generation

Building AI-Powered Chatbots with Retrieval Augmented Generation

Learn how to build effective AI applications with a focus on data quality and management in this 13-minute conference talk from AppDev Field Day. Discover the process of implementing retrieval augmented generation for enhanced chatbot functionality as Six Feet Up's CTO Calvin Hendryx-Parker demonstrates live coding techniques. Follow along as he extracts and transforms data from an unstructured conference website into a functional chatbot that delivers precise event information. Master the integration of OpenAI's Embeddings API and VectorDB while understanding how proper data structuring significantly impacts AI system performance and reliability.