Large Language Models
Metadata Querying Lab
Look here for the solutions to the metadata querying lab.
Metadata Querying Lab Solution
Familiarize yourself with Ray Datasets, `map_batches``, and the process of generating metadata and providing it to a vector store.
Retrieval Augmented Generation
Design a large-scale architecture for retrieval-augmented generation (RAG) applications with the an Embedder, Vector database, Prompt builder, Chat or LLM wrapper, Orchestrator, and Ingress.