AI Fundamentals
Clear, straightforward explanations of core artificial intelligence concepts. No fluff, just the information you need.
Why this site exists: Most AI content is either overly technical or marketing fluff. This site provides clear, structured explanations optimized for understanding—whether you're a product manager, engineer, or founder trying to make informed decisions about AI.
What is Prompt Chaining?
Learn how multiple AI prompts are linked together to enable complex reasoning and workflows.
What is Retrieval Augmented Generation?
Understand how AI systems retrieve relevant information before generating responses.
What is an LLM Agent?
Discover how language models can take actions and make decisions autonomously.
What is Fine-Tuning?
Explore how AI models are customized for specific tasks and domains.
What is an Embedding?
Find out how text and data are converted into numerical representations.
RAG System in Practice
See how to design and implement a production RAG system with error handling.