Definitions of the knowledge-management, AI-retrieval, and consulting-workflow terms we keep using. CC BY 4.0 — cite freely with attribution.
Knowledge management
Reading memory
A reading memory is the durable, queryable layer of what you have read — built automatically from bookmarks rather than authored as notes, organised as concept pages rather than time-ordered highlights.
Personal wiki
A personal wiki is a private, hyperlinked knowledge base maintained by an individual to record, connect, and re-find ideas they've encountered.
Second brain
The second brain is Tiago Forte's term for an external system that captures, organises, and resurfaces ideas you encounter, so your biological brain doesn't have to.
Zettelkasten
Zettelkasten (German for *slip-box*) is a knowledge-management method using small, atomic, hyperlinked notes — each on a single idea — popularised by sociologist Niklas Luhmann.
Knowledge base
A knowledge base is a structured repository of information used by individuals or organisations to consolidate what they know about a topic, product, customer, or process.
Digital garden
A digital garden is a public, evolving collection of interconnected notes — published as you think, not as a finished work.
AI & retrieval
Retrieval-augmented generation (RAG)
Retrieval-augmented generation is an AI technique that retrieves relevant documents at query time and feeds them into the language model's context, so the model answers from sources rather than from parametric memory alone.
Semantic search
Semantic search retrieves results based on meaning rather than literal keyword match, typically by computing similarity between vector embeddings of the query and indexed content.
Vector embedding
A vector embedding is a fixed-length array of numbers that represents the meaning of a piece of text (or an image, or audio), produced by a neural network so that semantically similar inputs produce numerically close vectors.
Knowledge graph
A knowledge graph is a structured representation of entities and the relationships between them, typically stored as triples (subject — predicate — object) and queryable as a graph.
Entity extraction
Entity extraction is the task of identifying named entities (people, companies, places, products, concepts) within unstructured text, typically performed by a language model or specialised NLP pipeline.
Topic modeling
Topic modeling is the unsupervised discovery of themes in a corpus of documents, classically via algorithms like LDA and increasingly via embedding-based clustering.
Workflow
Bookmark management
Bookmark management is the practice and tooling around saving, organising, and re-finding web pages — distinct from read-later (deferred consumption) and knowledge-management (synthesised understanding).
Read-later
Read-later is the workflow of saving an article during one session and consuming it during a later, dedicated reading session — typically supported by tools that strip ads, sync across devices, and offer offline access.
Highlight
A highlight is a marked passage within a document — selected during reading, retained as a separate object, and typically searchable, citeable, and re-surfaceable.
Passage highlight
A passage highlight is a multi-sentence selection within a document, distinguished from a phrase-level highlight by spanning a complete unit of thought (often a paragraph).
Briefing
A briefing is a concise, prepared summary delivered to someone before a meeting, decision, or action — typically distilling source material into the points relevant to that specific context.
Morning briefing
A morning briefing is a regular, time-of-day-anchored digest — typically delivered at the start of the workday — summarising what's new, what's pending, and what the day's priorities should be.
Client briefing
A client briefing is a per-account digest prepared in advance of a meeting with that client, distilling recent reading, news, and internal notes into the points relevant for the conversation.
Account research
Account research is the practice of accumulating context on a specific customer or prospect — their organisation, market, leadership, recent news, internal stakeholders — to inform sales, customer success, or consulting work.
Product / category
Note-taking app
A note-taking app is software for capturing personal notes — typically text, sometimes with rich media — optimised for fast capture, organisation, and retrieval.
Bookmarking app
A bookmarking app is software for saving web URLs (typically with metadata: title, tags, notes) and re-finding them later — distinct from a read-later app, which emphasises deferred consumption.
RSS reader
An RSS reader is software that subscribes to RSS or Atom feeds — structured publication formats produced by blogs, news sites, and podcasts — and presents new entries to the reader in chronological or relevance-ranked order.
Knowledge tool
A knowledge tool is software designed to help individuals or teams accumulate, organise, retrieve, and act on information — distinct from a productivity tool (which optimises task completion) or a communication tool (which optimises message exchange).
Consulting knowledge management
Consulting knowledge management is the discipline and tooling around capturing, organising, and reusing the institutional knowledge generated during consulting engagements — frameworks, deliverables, client research, and reusable methodology.
All glossary content licensed CC BY 4.0 — cite freely with attribution to Pith.