#ITByte: #Contextual #Computing (or context-aware computing) involves systems that collect and analyze information about a user's environment, activities, and needs to provide proactive, personalized, and situation-aware content and experiences.

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#ITByte: The #Hexagonal #Architecture is an architectural pattern used in software design.

It aims at creating loosely coupled application components that can be easily connected to their software environment by means of ports and adapters.

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#ITByte: The Identity of Things (IDoT) refers to the practice of assigning unique, secure, and manageable identities to physical or virtual objects, enabling them to securely connect, authenticate, and communicate within the Internet of Things (IoT).

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#ITByte: Chain-of-thought (CoT) #Prompting is a technique that allows large language models (#LLMs) to solve a problem as a series of intermediate steps before giving a final answer.

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#ITByte: #ResponsibleAI is a growing field that focuses on developing and deploying artificial intelligence (AI) systems in a way that is ethical, fair, and beneficial to society.

Also know the difference between Responsible AI and Ethical AI.

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#ITByte: An #Ontology encompasses a representation, formal naming, and definition of the categories, properties, and relations between the concepts, data, and entities that substantiate one, many, or all domains of discourse.

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#ITByte: Architectural #Metapatterns are essentially patterns of patterns. They provide a framework for understanding and applying architectural patterns at a more abstract level.

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#ITByte: A #Graph #Embedding is a specialized machine learning technique that converts graph-structured data—such as nodes, edges, or entire networks—into low-dimensional, dense numerical vectors.

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#ITByte: LangChain is a framework designed to simplify the creation of applications using large language models (LLMs).

Here is a brief Introduction to #LangChain.

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#ITByte: Shor's #Algorithm is a #Quantum algorithm for finding the prime factors of an integer. It was developed in 1994 by the American mathematician Peter Shor.

Existence of Shor's algorithm has prompted a global shift toward "post-quantum" cryptography.

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#ITByte: The Common #Architecture #Language #Model (#CALM) is an open-source "Architecture as Code" (AaC) specification developed by the Architecture as Code community under FINOS.

It was originally created by Morgan Stanley and open-sourced in August 2025.

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#ITByte: #RAG #Fusion is a #Search methodology that combines retrieval-augmented generation (RAG) and reciprocal rank fusion (RRF) to improve the quality of AI chatbot responses.

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#ITByte: #Data #Lineage includes the data origin, what happens to it, and where it moves over time. Data lineage provides visibility and simplifies tracing errors back to the root cause in a data analytics process.

Here is a short overview of #Data #Lineage.

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#ITByte: KV #Caching is a technique used to improve the performance of #Transformer models, particularly during the inference phase, by significantly reducing redundant computations.

It works by storing and reusing the keys and values.

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#ITByte: #MachineLearning is a subset of artificial intelligence that allows computers to learn from data and improve their performance on a specific task without being explicitly programmed.

Here is a list of commonly used Machine Learning terminologies.

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#ITByte: JET-Nemotron is a new family of hybrid-architecture language models developed by NVIDIA to deliver high accuracy while significantly improving inference speed.

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#ITByte: The Clean #Architecture is the system architecture guideline proposed by Robert C. Martin derived from many architectural guidelines like #HexagonalArchitecture, #OnionArchitecture.

Here is a quick overview.

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#ITByte: Graph Neural Networks (GNNs) are a type of machine learning model specifically designed to process and learn from data represented as graphs.

GNNs can handle complex relationships and dependencies between entities in a graph structure.

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#ITByte: #Geodata management is the process of acquiring, storing, managing, analyzing, and visualizing geographic information.

It involves the use of various technologies and tools to collect, process, and interpret data related to the Earth's surface.

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#ITByte: The #Ant #Colony #Optimization #Algorithm (ACO) is a probabilistic technique for solving computational problems which can be reduced to finding good paths through graphs.

Know about this algorithm and it's applications.

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