Glossary
Your comprehensive guide to AI, Machine Learning, and Model Context Protocol terminology. Understand the key concepts driving the future of artificial intelligence.
Agent Orchestration
The coordination and management of multiple AI agents working together to accomplish complex tasks. It involves task dis...
API Integration
The process of connecting different software applications through their Application Programming Interfaces (APIs) to ena...
Artificial Intelligence (AI)
A field of computer science focused on creating systems that can perform tasks that typically require human intelligence...
Context Window
The maximum amount of text (measured in tokens) that an AI model can process and remember in a single conversation or se...
Embeddings
Dense vector representations of words, phrases, or concepts that capture semantic meaning in a high-dimensional space. S...
Fine-Tuning
The process of adapting a pre-trained AI model to perform specific tasks or work with particular datasets by training it...
Large Language Models (LLMs)
AI models trained on vast amounts of text data to understand and generate human-like text. Examples include GPT, Claude,...
Machine Learning (ML)
A subset of artificial intelligence that enables systems to automatically learn and improve from experience without bein...
Model Context Protocol (MCP)
An open-source standard that enables AI applications to seamlessly connect with external data sources and tools. MCP pro...
Natural Language Processing (NLP)
A branch of AI that gives computers the ability to understand, interpret, and generate human language. NLP combines comp...
Prompt Engineering
The practice of designing and optimizing input prompts to effectively communicate with AI models and achieve desired out...
Retrieval-Augmented Generation (RAG)
A technique that enhances AI model responses by first retrieving relevant information from external knowledge sources, t...
Tokens
The basic units of text that AI models process. Words are broken down into tokens, which can be whole words, parts of wo...
Tool Calling
The ability of AI models to invoke external functions, APIs, or tools to perform specific tasks beyond text generation. ...
Vector Databases
Specialized databases designed to store, index, and query high-dimensional vectors efficiently. They enable fast similar...