Guides, release notes, and deep dives on working with vector databases and embeddings.
PCA invents false overlap. UMAP invents false geography. What each projection actually preserves, which parameters rewrite the story, and how to tell a real cluster from a layout artifact.
Many RAG systems produce poor results not because of the LLM or vector search, but because of hidden problems in the embedding...
