Action Model
An internal model used by AI agents to predict the potential outcomes of their actions in specific states.
Category: Core Concepts
Read more →AI Agent Glossary
A comprehensive guide to AI terminology and concepts. Explore 52 essential terms to enhance your understanding of artificial intelligence.
A
8 terms
Agent
An AI system capable of taking actions autonomously to achieve specific goals in an environment.
Category: Core Concepts
Read more →Agent Architecture
The organizational structure and interaction patterns of internal components within an AI agent, such as perception, decision-making, and action modules.
Category: System Architecture
Read more →Algorithm
A set of rules or instructions designed to solve a specific problem or perform a task.
Category: Core Concepts
Read more →Artificial General Intelligence (AGI)
A hypothetical type of AI that matches or exceeds human cognitive abilities across all domains.
Category: Advanced Concepts
Read more →Artificial Intelligence (AI)
The simulation of human intelligence in machines programmed to think and learn like humans.
Category: Core Concepts
Read more →Autonomous Agent
An AI system that operates independently without human intervention to achieve specific objectives.
Category: Agent Types
Read more →Autoregressive Model
A type of model that predicts the next element in a sequence based on previous elements.
Category: Core Technologies
Read more →B
2 terms
BERT
Bidirectional Encoder Representations from Transformers - a pre-trained language model.
Category: Core Technologies
Read more →Bot
An automated software application designed to perform specific tasks or simulate conversations.
Category: Agent Types
Read more →C
5 terms
Chatbot
An AI system designed to simulate conversation with human users through text or voice.
Category: Agent Types
Read more →Cognitive Computing
AI systems that simulate human thought processes, emphasizing learning, reasoning, and natural interaction.
Category: Advanced Concepts
Read more →Computer Vision
AI technology that enables machines to interpret and understand visual information from images and videos.
Category: Technical Capabilities
Read more →Context Window
The maximum amount of text that an AI model can process and remember in a single interaction.
Category: Technical Capabilities
Read more →Conversational AI
Technology that enables computers to interact with humans through natural language (speech or text).
Category: Applications
Read more →D
1 term
Deep Learning
A subset of machine learning using neural networks with multiple layers to learn complex patterns.
Category: Core Technologies
Read more →E
2 terms
Embedding
A numerical representation of data that captures semantic meaning in a high-dimensional vector space.
Category: Core Technologies
Read more →Explainable AI (XAI)
AI systems that can explain their decision-making processes and reasoning to human users.
Category: Human Factors
Read more →F
2 terms
Few-Shot Learning
The ability of AI models to learn new tasks with only a small number of training examples.
Category: Learning Methods
Read more →Foundation Model
Large-scale AI models trained on diverse data that serve as the basis for various downstream applications.
Category: Advanced Concepts
Read more →G
2 terms
Generative AI
AI systems capable of creating new content such as text, images, audio, or code based on learned patterns.
Category: Applications
Read more →GPT (Generative Pre-trained Transformer)
A family of language models that generate human-like text using transformer architecture.
Category: Core Technologies
Read more →H
3 terms
Hallucination
When an AI model generates false or misleading information that appears plausible but is factually incorrect.
Category: Challenges
Read more →Human-Agent Interaction
The study and design of interfaces and interactions between humans and AI agents.
Category: Human Factors
Read more →Human-in-the-Loop (HITL)
A system design pattern that combines human intelligence with AI intelligence, particularly for critical decisions or ambiguous situations.
Category: Human Factors
Read more →I
1 term
Intent Recognition
The ability of AI systems to understand and classify the purpose or goal behind user inputs.
Category: Technical Capabilities
Read more →K
1 term
Knowledge Base
A structured repository of information that AI systems can access to provide accurate and relevant responses.
Category: Data & Knowledge
Read more →L
3 terms
LangChain
An open-source framework for developing applications powered by large language models (LLMs).
Category: Developer Tools
Read more →Large Language Model (LLM)
AI models with billions of parameters trained on vast text datasets to understand and generate human language.
Category: Core Technologies
Read more →LlamaIndex
A data framework for connecting custom data to large language model (LLM) applications.
Category: Developer Tools
Read more →M
4 terms
Machine Learning
A subset of AI that enables systems to learn and improve automatically from experience without explicit programming.
Category: Core Concepts
Read more →Memory (AI Agents)
The ability of AI agents to store and retrieve past experiences, knowledge, and conversation history to guide future actions.
Category: Technical Capabilities
Read more →Multi-Agent System
A system composed of multiple AI agents that interact and collaborate to solve complex problems.
Category: System Architecture
Read more →Multimodal AI
AI systems capable of processing and correlating multiple types of data such as text, images, and audio.
Category: Advanced Concepts
Read more →N
2 terms
Natural Language Processing (NLP)
AI technology that enables machines to understand, interpret, and generate human language.
Category: Technical Capabilities
Read more →Neural Network
A computing system inspired by biological neural networks that learns to perform tasks by analyzing examples.
Category: Core Technologies
Read more →O
1 term
Orchestration (AI Agent)
The process of managing and coordinating multiple AI agents or AI services to work together to complete complex tasks.
Category: System Architecture
Read more →P
2 terms
Plugin (AI Agent)
Software modules that allow AI agents to interact with external tools, APIs, or services to extend their functionality.
Category: Technical Capabilities
Read more →Prompt Engineering
The practice of crafting effective inputs to guide AI models toward desired outputs and behaviors.
Category: Technical Capabilities
Read more →R
2 terms
RAG (Retrieval-Augmented Generation)
A technique that enhances AI responses by retrieving relevant information from external knowledge sources.
Category: Advanced Concepts
Read more →Reinforcement Learning
A machine learning approach where agents learn optimal behaviors through trial-and-error interactions with an environment.
Category: Learning Methods
Read more →S
4 terms
Semantic Search
Search technology that understands the meaning and context of queries rather than just matching keywords.
Category: Technical Capabilities
Read more →Sentiment Analysis
The process of computationally determining the emotional tone or attitude expressed in text.
Category: Applications
Read more →Software Agent
A computer program that acts autonomously on behalf of users or other programs to perform specific tasks in a computer system or network.
Category: Core Concepts
Read more →Symbolic AI
An AI approach that performs reasoning and problem-solving by manipulating symbols representing concepts and rules.
Category: Core Concepts
Read more →T
3 terms
Tools (AI Agent)
External functions, APIs, or services that AI agents can learn to call and use to complete tasks.
Category: Technical Capabilities
Read more →Transfer Learning
A machine learning method that applies knowledge and skills learned from one task to different but related tasks.
Category: Learning Methods
Read more →Transformer
A neural network architecture that revolutionized NLP by using attention mechanisms to process sequences.
Category: Core Technologies
Read more →V
2 terms
Vector Database
A specialized database designed to store and efficiently search high-dimensional vector embeddings.
Category: Data & Knowledge
Read more →Virtual Assistant
An AI-powered software agent that performs tasks or provides services through natural language interaction.
Category: Agent Types
Read more →W
1 term
Workflow Automation
The use of technology to automatically execute a series of business processes or tasks to improve efficiency and accuracy.
Category: Applications
Read more →Z
1 term
Zero-Shot Learning
The ability of AI models to perform tasks without having seen specific examples during training.
Category: Learning Methods
Read more →Showing all 52 terms