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 | Information Architecture, Optimization, Retrieval, Workflow |
More context can improve an AI response when it supplies relevant facts, necessary instructions, or useful examples. It can also reduce response quality when it introduces conflicting directions, outdated information, repetition, or material unrelated to the current...
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 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...
by lucent | Aug 2, 2026 | Accessibility, HTML, Retrieval, Structured Data, Workflow |
Knowledge representation is the practice of organizing information so that people and computer systems can understand, retrieve, connect, and use it. It concerns more than where information is stored. It also addresses how concepts are defined, how relationships are...
by lucent | Aug 2, 2026 | HTML, Retrieval, Web Design, Workflow |
A token is a discrete unit that represents something meaningful within a particular system. The represented thing may be a fragment of language, an element of source code, a credential, or a reusable design decision. The word remains the same across these fields, but...
