Hands-on session building a CLI chatbot with Retrieval-Augmented Generation (RAG) using Couchbase Shell; practical implementation and experimentation.

Hands-on workshop building a CLI chatbot with Retrieval-Augmented Generation using Couchbase Shell and Nushell.

Initial setup of Couchbase and Capella for the workshop.

Overview of how LLMs, embeddings, and vector databases enable semantic search; introduction to Couchbase Shell (a Nushell-based CLI) and how to build a chatbot, with setup and connection to Couchbase Capella and an OpenAI (or compatible) API key.