sancovp/dark-factory-live - Page 7

0-4-1-understand-vector-database

[0.4.1] A specialized database system optimized for storing, indexing, and searching high-dimensional vector embedding

0-4-2-understand-approximate-nearest-neighbor

[0.4.2] An ANN algorithm that trades exact recall for sub-linear query time by probabilistically organizing the embedd

0-4-3-understand-faiss

[0.4.3] Meta's open-source C++/Python library for dense vector similarity search; implements IVF, PQ, HNSW, ONNG, and

0-4-4-understand-nearest-neighbor-search

[0.4.4] Query operation returning the k closest vectors by a distance or similarity metric in embedding space.

0-4-5-understand-hnsw-index

[0.4.5] Hierarchical Navigable Small World graph; layered skip-list + NN graph enabling logarithmic-layer traversal th

0-4-6-understand-ivf-index

[0.4.6] Inverted File Index; clusters vectors into Voronoi cells via k-means; search prunes to nearest centroids then

0-4-understand-vector-databases-and-embeddings

[0.4] the vector_databases_and_embeddings subdomain of vector databases and embeddings (140 concepts)

0-understand-vector-databases-and-embeddings

[0] the vector databases and embeddings library — every skill a certified region of the KB; call number = home : facets

using-vector-databases-and-embeddings

Use the vector databases and embeddings neurosymbolic module: RAG library, agent brain, growable KB — proof-checked

0-understand-knowledge-graphs-and-ontologies

[0] the knowledge graphs and ontologies library — every skill a certified region of the KB; call number = home : facets

0-1-understand-knowledge-graphs-and-ontologies

[0.1] the knowledge_graphs_and_ontologies subdomain of knowledge graphs and ontologies (177 concepts)

0-1-5-understand-blank-node

[0.1.5] An anonymous resource in RDF without a stable IRI, used for existential variables or intermediate blank graph

0-1-3-understand-causal-inference

[0.1.3] reasoning about cause-effect relationships enabling prediction of consequences given observed causes

0-1-6-understand-class

[0.1.6] A concept in an ontology representing a set of entities that share common characteristics, forming the taxonom

0-1-2-understand-consistency

[0.1.2] A reasoning task verifying that an ontology has no contradictory axioms that would eliminate all possible mode

0-1-4-understand-counterfactual-reasoning

[0.1.4] reasoning about hypothetical alternative scenarios and their outcomes differing from actual observed events

0-1-1-understand-tbox

[0.1.1] The terminological box — the schema-level component of a knowledge base defining classes, properties, and thei

0-1-1-understand-tbox

[0.1.1] The terminological box — the schema-level component of a knowledge base defining classes, properties, and thei

0-1-2-understand-consistency

[0.1.2] A reasoning task verifying that an ontology has no contradictory axioms that would eliminate all possible mode

0-1-3-understand-causal-inference

[0.1.3] reasoning about cause-effect relationships enabling prediction of consequences given observed causes

0-1-4-understand-counterfactual-reasoning

[0.1.4] reasoning about hypothetical alternative scenarios and their outcomes differing from actual observed events

0-1-5-understand-blank-node

[0.1.5] An anonymous resource in RDF without a stable IRI, used for existential variables or intermediate blank graph

0-1-6-understand-class

[0.1.6] A concept in an ontology representing a set of entities that share common characteristics, forming the taxonom

0-1-understand-knowledge-graphs-and-ontologies

[0.1] the knowledge_graphs_and_ontologies subdomain of knowledge graphs and ontologies (177 concepts)

0-understand-knowledge-graphs-and-ontologies

[0] the knowledge graphs and ontologies library — every skill a certified region of the KB; call number = home : facets

using-knowledge-graphs-and-ontologies

Use the knowledge graphs and ontologies neurosymbolic module: RAG library, agent brain, growable KB — proof-checked

0-understand-personal-knowledge-management-and-the-second-brain

[0] the personal knowledge management and the second brain library — every skill a certified region of the KB; call number = home : facets

0-1-understand-core

[0.1] the core subdomain of personal knowledge management and the second brain (1 concepts)

0-1-1-understand-attention-as-scarcy

[0.1.1] Attention is a finite, exhaustible resource that must be deliberately allocated; because attention is scarce,

0-2-understand-deep-knowledge-management

[0.2] the deep_knowledge_management subdomain of personal knowledge management and the second brain (43 concepts)

0-2-3-understand-branching-id

[0.2.3] Luhmann's hierarchical ID scheme using letters and numbers (e.g., 21, 21a, 21a1) that allows new cards to be i

0-2-2-understand-handwritten-slip

[0.2.2] A physical card with handwritten notes; the original material form Luhmann used for his 90,000-card box.

0-2-6-understand-luhmann-literary-machine

[0.2.6] Luhmann's own term for his Zettelkasten — describing it as a writing machine that generates manuscripts by nav

0-2-4-understand-note-link

[0.2.4] An explicit connection between two slip cards created by writing the target card's ID on the source card, form

0-2-5-understand-physical-index

[0.2.5] Luhmann's topical index cards kept at the front of the box that point to entry-point card IDs by subject headi

0-2-1-understand-slip-card

[0.2.1] A single note card serving as the atomic unit of a slip-box; the fundamental indivisible element that carries

0-3-understand-deep-second-brain

[0.3] the deep_second_brain subdomain of personal knowledge management and the second brain (23 concepts)

0-3-5-understand-biological-memory

[0.3.5] The brain's innate memory system comprising working memory and long-term memory, subject to capacity limits an

0-3-3-understand-te-capturing

[0.3.3] The first phase of the CODE framework where information is quickly captured before it fades from working memor

0-3-2-understand-te-distilling

[0.3.2] The process of extracting essential insights from source material through progressive summarization; a compres