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Clustering Unstructured Text with LLM Embeddings and HDBSCAN

ML Mastery Iván Palomares Carrascosa June 23, 2026
Clustering Unstructured Text with LLM Embeddings and HDBSCAN
AI Summary— plain English for professionals

# What This Means for Your Work Large language models can do much more than power chatbots—they can automatically sort through messy, unorganized text data to find patterns and group similar information together, which could save your team hours of manual categorization work.

The current era of Generative AI seems to primarily focus on chat interfaces and prompts, but the range of applications of large language models , or LLMs for short, is not limited to just that.

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