Learn how to use UMAP dimensionality reduction to visualize the embedding space in Retrieval-Augmented Generation (RAG) applications and understand the relationship between queries and document snippets.
Table of contents
Visualize your RAG Data — EDA for Retrieval-Augmented GenerationGet readyPrepare documentsSplit and Create embeddings for the datasetBuild the LangChainAsk a QuestionVisualizeWhat’s next?Sort: