by lucent | Aug 4, 2026 | Information Architecture, Optimization, Retrieval, Workflow |
Deduplication is the practice of identifying information that is identical or substantially equivalent and deciding how its different representations should be managed. Although deduplication can reduce storage use, its broader purpose is to help systems distinguish...
by lucent | Aug 4, 2026 | Information Architecture, Optimization, Retrieval, Workflow |
Embeddings are mathematical representations that help computer systems compare words, passages, documents, images, and other forms of information. Instead of relying only on exact matches, an embedding system can identify items that are related in meaning, purpose, or...
by lucent | Aug 4, 2026 | Information Architecture, Optimization, Retrieval, Workflow |
Vector search is a method for finding information based on semantic similarity rather than exact wording alone. It helps retrieval systems recognize that two passages may be closely related even when they use different words. Traditional keyword search often begins by...
by lucent | Aug 4, 2026 | Browser, HTML, Optimization, Web Design |
Image by Stephen, taken while being lazy on Mudlick Mountain Lazy loading can reduce unnecessary transfers and help a page become usable without first downloading every image, iframe, or embedded resource. It is especially useful for content positioned well beyond the...
by lucent | Aug 3, 2026 | HTML, Program, Retrieval |
Tokenization is the process of dividing information into smaller units that a system can identify and work with. Those units may be words, parts of words, punctuation marks, programming symbols, HTML tags, search terms, or other structures suited to a particular task....
