*[HTML]: Hyper Text Markup Language
*[HTTP]: HyperText Transfer Protocol
*[HTTPS]: HyperText Transfer Protocol Secure
*[NPM]: Node Package Manager
*[CDN]: Content Delivery Network
*[CORS]: Cross-Origin Resource Sharing
*[RSA]: RSA (Rivest–Shamir–Adleman) is a public-key cryptosystem, one of the oldest widely used for secure data transmission
*[ORCID]: Open Researcher and Contributor ID
*[OSI]: Open Source Initiative
*[FSF]: Free Software Foundation
*[CVE]: Common Vulnerabilities and Exposures
*[WSL]: Windows Subsystem Linux
*[LLM]: Large Language Model
*[LLMs]: Large Language Models
*[ML]: Machine Learning
*[DL]: Deep Learning
*[QA]: Question Answering
*[API]: Application Programming Interface
*[UI]: User Interface
*[CLI]: Command-Line Interface
*[PIP]: Pip Install Packages
*[PyPI]: Python Packaging Index
*[PyPA]: Python Packaging Authority
*[PEP]: Python Enhancement Proposal
*[RDF]: Resource Description Framework
*[JSON-LD]: JavaScript Object Notation - Linked Data
*[JSON]: JavaScript Object Notation
*[YAML]: Depending on whom you ask, YAML stands for "Yet Another Markup Language", or "YAML Ain't Markup Language"
*[TOML]: Tom's Obvious, Minimal Language
*[OWL]: Web Ontology Language
*[XML]: Extensible Markup Language
*[SPARQL]: SPARQL Protocol and RDF Query Language
*[Faiss]: Faiss is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning.
*[GGML]: GGML is a C library for machine learning (ML) - the "GG" refers to the initials of its originator (Georgi Gerganov). In addition to defining low-level machine learning primitives (like a tensor type), GGML defines a binary format for distributing large language models (LLMs).
*[GGUF]: GPT-Generated Unified Format, successor to GGML, is a quantization method that allows users to use the CPU to run a LLM, but also offload some of its layers to the GPU for a speed up.
*[GPTQ]: GPTQ is a quantization algorithm that lightly reoptimizes the weights during quantization so that the accuracy loss is compensated relative to a round-to-nearest quantization. 4-bit GPTQ models reduce VRAM usage by about 75%.
*[URL]: Uniform Resource Locator
*[URI]: Uniform Resource Identifier
*[IRI]: Internationalized Resource Identifier
*[vectorstore]: A vector store takes care of storing embedded data, and performing vector search for you
*[GPU]: Graphics Processing Unit
*[CPU]: Central Processing Unit
*[TPU]: Tensor Processing Unit
*[aarch64]: ARM64 architecture
*[wasm]: WebAssembly
*[PDF]: Portable Document Format
*[ZSH]: The Z shell (Zsh) is a Unix shell that can be used as an interactive login shell, and as a command interpreter for shell scripting.
*[BASH]: The Bourne-Again SHell (BASH) is a Unix shell that can be used as an interactive login shell, and as a command interpreter for shell scripting.
*[OpenAPI]: OpenAPI, formerly known as Swagger, is a specification language for HTTP APIs that defines structure and syntax in a way that is not wedded to the programming language the API is created in.
*[JS]: JavaScript
*[TS]: TypeScript
*[CSS]: CSS is the acronym of "Cascading Style Sheets". CSS is a computer language for laying out and structuring web pages (HTML or XML)
*[CSV]: Comma-Separated Value
*[TSV]: Tab-Separated Value
*[PSV]: Pipe-Separated Value
*[ODT]: Open Document Format
*[RegEx]: Regular Expression
*[OBO]: Open Biological and Biomedical Ontology
*[GO]: Gene Ontology
*[ChEBI]: Chemical Entities of Biological Interest
*[NCBI]: The National Center for Biotechnology Information (USA)
*[VSCode]: VisualStudio Code
