Prompt Engineering
Prompt engineering is the practice of designing and refining the input text (prompt) given to a language model to reliably elicit accurate, relevant, and well-formatted outputs. It involves techniques like providing clear instructions, examples (few-shot prompting), structured formats, and reasoning scaffolds to steer…
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Glossary Terms(24)
Generative AI
Generative AI refers to models that create new content — text, images, audio, video, or code — rather than only classifying or predicting labels for existing d…
Prompt Engineering
Prompt engineering is the practice of designing and refining the input text (prompt) given to a language model to reliably elicit accurate, relevant, and well-…
LLM
A Large Language Model (LLM) is a neural network, typically based on the transformer architecture, trained on massive amounts of text to predict and generate h…
Context Window
The context window is the maximum amount of text, measured in tokens, that a language model can process and 'see' at one time, encompassing both the input prom…
Hallucination
Hallucination refers to a generative AI model producing output that is factually incorrect, fabricated, or unsupported by its training data or provided context…
AI Agent
An AI agent is a system, typically built around a large language model, that can perceive its environment or task, make decisions, and take autonomous actions…
Agentic AI
Agentic AI describes AI systems designed with a degree of autonomy — the ability to plan, make decisions, take actions, and adapt over multiple steps toward a…
ChatGPT
ChatGPT is a conversational artificial intelligence (AI) system developed by OpenAI that enables users to interact with advanced large language models (LLMs) u…
Perplexity AI
Perplexity AI is an AI-powered answer engine that combines large language models with real-time web search to produce direct, conversational answers backed by…
Google AI Studio
Google AI Studio is a free, browser-based development environment for prototyping with Google's Gemini models — letting developers write prompts, tune paramete…
Instruction Tuning
Instruction tuning is a fine-tuning method that trains a pretrained language model on a curated set of (instruction, response) pairs so it learns to follow nat…
Chain-of-Thought Prompting
Chain-of-thought prompting is a technique that elicits step-by-step intermediate reasoning from a language model — either by instructing it to 'think step by s…
In-Context Learning
In-context learning is the ability of a large language model to adapt its behavior on a new task using only examples or instructions provided in the prompt, wi…
Prompt Chaining
Prompt chaining is a technique for solving complex tasks by breaking them into a sequence of smaller LLM calls, where the output of one prompt becomes the inpu…
System Prompt
A system prompt is a set of instructions given to a language model before user input that establishes its role, tone, constraints, and behavior for the remaind…
Temperature (LLM)
Temperature is a sampling parameter that controls the randomness of a language model's output by scaling the probability distribution over possible next tokens…
Top-p Sampling
Top-p sampling, also called nucleus sampling, is a decoding strategy that selects the next token from the smallest set of candidates whose cumulative probabili…
Recraft
Recraft is an AI-powered design platform that generates raster and vector images, icons, and illustrations from text prompts, with native support for editable…
Top-K Sampling
Top-k sampling is a text generation strategy in which a language model restricts its choice of next token to the k highest-probability candidates at each step,…
Self-Consistency Prompting
Self-consistency prompting is a prompting technique that generates multiple independent reasoning paths for the same question, typically using chain-of-thought…
Numerous AI
Numerous AI is a spreadsheet add-on for Google Sheets and Microsoft Excel that lets users generate AI-powered formulas by describing what they want in plain En…
Formula Bot
Formula Bot is an AI-powered assistant that generates spreadsheet formulas, explains existing formulas, and answers data-analysis questions in plain English fo…
Perplexity Pages
Perplexity Pages is a feature of the Perplexity AI search engine that lets users turn their research and search results into structured, shareable web articles…
Skywork AI
Skywork AI is an AI agent platform that generates complete work documents — including slide decks, spreadsheets, reports, and podcasts — from a single natural-…
Blog Articles(3)
Prompt Engineering for Beginners: A Practical Guide
A comprehensive guide to prompt engineering for beginners: a practical guide — written for learners at every level.
20 ChatGPT Prompts to Boost Your Productivity
Great prompts share four parts: role, task, context, and format — here are 20 ready-to-use prompts for daily work.
Prompt Engineering: Get Better Results from Any LLM
The difference between a mediocre AI output and an excellent one is usually the prompt. This guide covers the techniques that consistently produce better resul…