SemanticScuttle - klotz.me

Tags: hierarchical clustering* + dimensionality reduction*

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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
2. Machine Learning for Humans, Part 3: Unsupervised Learning

   2018-09-19 Tags: clustering, dimensionality reduction, k-means clustering, hierarchical clustering, pca, svd, tutorial, medium by klotz

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