Topic
Generative Ai
Learn Generative Ai as a connected topic across chapters, concepts, simulations, and interview reasoning.
10 Concepts11 Articles2h 33m
Overview
Learn Generative Ai as a connected topic across chapters, concepts, simulations, and interview reasoning.
How this topic helps
Ai
Llm
Deep Learning
Ai Agents
Learning Path in this Topic
Series that contain articles from Generative Ai. Select a path to filter the article list.
Articles
11 matched articles
Article 1Mastering Prompt Templates: System, User, and Assistant Roles with LangChainTLDR: A production prompt is not a string — it is a structured message list with system, user, and optional assistant roles. LangChain's ChatPromptTemplate turns this structure into a reusable, testab14 minArticle 2Prompt Engineering Guide: From Zero-Shot to Chain-of-ThoughtTLDR: Prompt Engineering is the art of writing instructions that guide an LLM toward the answer you want. Zero-Shot, Few-Shot, and Chain-of-Thought are systematic techniques — not guesswork — that can13 min
Article 3Multistep AI Agents: The Power of PlanningTLDR: A simple ReAct agent reacts one tool call at a time. A multistep agent plans a complete task decomposition upfront, then executes each step sequentially — handling complex goals that require 5-115 minArticle 4How to Develop Apps Using LangChain and LLMsTLDR: LangChain is a framework that simplifies building LLM applications. It provides abstractions for Chains (linking steps), Memory (remembering chat history), and Agents (using tools). It turns raw17 minArticle 5How GPT (LLM) Works: The Next Word PredictorTLDR: At its core, GPT asks one question, repeated: "Given everything so far, what is the most likely next token?" Tokens are not words — they're subword units. The Transformer architecture uses self-15 min
Article 6Diffusion Models: How AI Creates Art from NoiseTLDR: Diffusion models work by first learning to add noise to an image, then learning to undo that noise. At inference time you start from pure static and iteratively denoise into a meaningful image. 12 minPage 1 of 2