Techniques6 min read
What Is RAG? Retrieval-Augmented Generation Explained Simply
RAG retrieves relevant documents and adds them to the prompt so the model answers from sources. See how it works and how to prompt for grounded, cited answers.
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Techniques
Few-shot examples, chain-of-thought, system prompts and grounding, with prompts you can copy.
Techniques articles
Techniques5 min read
How to Write a System Prompt (With a Full Working Example)
A system prompt sets an AI assistant's role, rules and format for a whole conversation. Learn what belongs in it, how to order it, and see a full example.
Techniques6 min read
Chain-of-Thought Prompting Explained: Does It Still Work?
Chain-of-thought prompting asks a model to reason step by step before answering. See when it helps, when reasoning models make it redundant, and how to use it.
Techniques5 min read
Zero-Shot vs Few-Shot Prompting: When Examples Help or Hurt
Zero-shot prompts give only instructions; few-shot prompts add examples. Learn when examples improve output, and when they cause copying, bias and drift.
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