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 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....
by lucent | Aug 3, 2026 | Governance, Information Architecture, Optimization, Retrieval, Workflow |
Graduated context assembly is a practical method for matching the amount of surrounding information to the work being performed. Rather than treating context as either absent or fully assembled, it uses several levels of contextual depth. The central principle is...
by lucent | Aug 3, 2026 | Accessibility, Information Architecture, Optimization, Retrieval |
Passage clarity is the practice of writing and structuring individual sections so their purpose can be understood without separating them from the larger page. A clear passage may define a term, answer a question, explain a process, compare related ideas, or provide a...
by lucent | Aug 2, 2026 | Governance, Information Architecture, Retrieval, Workflow |
A context window is the working space available to an AI system during a conversation or workflow. It may contain instructions, messages, retrieved documents, tool results, examples, and other information needed for the current task. A token budget describes how much...
