Group thousands of similar spreadsheet text cells in seconds (via) Luke Whyte explains how to efficiently group similar text columns in a table (Walmart and Wal-mart for example) using a clever combination of TF/IDF, sparse matrices and cosine similarity. Includes the clearest explanation of cosine similarity for text I’ve seen—and Luke wrote a Python library, textpack, that implements the described pattern.
Recent articles
- Phoenix.new is Fly's entry into the prompt-driven app development space - 23rd June 2025
- Trying out the new Gemini 2.5 model family - 17th June 2025
- The lethal trifecta for AI agents: private data, untrusted content, and external communication - 16th June 2025