SemanticScuttle - klotz.me

Tags: hierarchical clustering* + dimensionality reduction* + nlp* + text* + chunking* + umap* + rag*

0 bookmark(s) - Sort by: Date ↓ / Title /

1. A Visual Exploration of Semantic Text Chunking

   The article explains semantic text chunking, a technique for automatically grouping similar pieces of text to be used in pre-processing stages for Retrieval Augmented Generation (RAG) or similar applications. It uses visualizations to understand the chunking process and explores extensions involving clustering and LLM-powered labeling.

   2024-09-21 Tags: text, chunking, nlp, rag, dimensionality reduction, hierarchical clustering, umap, summarization, llm by klotz

Top of the page

First / Previous / Next / Last / Page 1 of 0