EDGE OSGLOSSARY
AI glossary
Plain definitions of the AI agent, RAG, governance and infrastructure terms used across Vanik Edge, with why each one matters and where it is used.
A
Agent Memory
Agent memory is an AI feature that enables your AI agents to store and make sense of relevany data from previous interactions, tasks and operations.
Read definition →Agent Orchestration
Agent Orchestration involves managing several AI agents, tools, models and workflows to complete an objective.
Read definition →Agentic RAG
Agentic RAG is an AI system that uses information retrieval alongside autonomous AI agents.
Read definition →AgentOps
AgentOps can be defined as a set of tools, processes, and methods that can be used to monitor, assess, manage and improve your AI agents.
Read definition →AI Governance
AI governance is a streamlined process that helps businesses to ensure the operation within an AI system in the right way.
Read definition →AI Guardrails
AI guardrails are guidelines, controls and technical measures that ensure that an AI stays within certain safety, security, quality and business parameters.
Read definition →AIOps
AIOps is a reliable and effective AI system for IT team and operation which helps in easy process and monitor every specific activity through use of…
Read definition →API Key Management
API key management is the process of generating, storing, sharing, monitoring and rotating the API keys used to authenticate applications and services.
Read definition →Automated Prompt Engineering
Automated prompt engineering is usage of proper and reliable structure, optimization and algorithms to derive most systemized and improved outputs, while…
Read definition →Autoscaling
Autoscaling is a powerful and systemized cloud computing feature which helps in overall scaling of resources through an automation process which depends…
Read definition →B
Backpropagation
Backpropagation is a powerful and secure process of training artificial neural networks.
Read definition →Batch Inference
Batch inference refers to using a trained AI/Machine Learning model to make predictions at scale.
Read definition →Benchmarking in AI
AI benchmarking is a specific and reliable process for differentiating the ability of various AI models, system or any application contributing in…
Read definition →Bias in AI
Bias in AI is systematic errors that cause unfair results within an AI system.
Read definition →Big Data Processing
Big data processing is a reliable approach to process and derive genuine information through multiple stages such as collecting, structuring, and…
Read definition →C
Caching
Caching is the ability to store frequently used data or results in a temporary storage/cache.
Read definition →Chain-of-Thought Prompting
Chain of thought prompting is used to get a large language model to think about their reasoning process.
Read definition →Chunking in AI
Chunking is the process of splitting large bodies of information like documents, articles, and data sets into smaller elements for processing.
Read definition →CLI (Command Line Interface)
A CLI, a.k.a.
Read definition →Cloud Architecture
Cloud architecture refers to the way IT resources are arranged, including application, storage, databases, networking and security within cloud environments.
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