What is Prompt engineering?Prompt engineering kya hai?

🧸 Think of it likeAise samjho

Like learning how to brief a helper so well that they get it right the first time, every time.Helper ko itni achhi tarah samjhaana seekhna ki woh har baar pehli baar mein sahi kare.

📘 ExplainedVistaar se

Techniques: clear role and goal, relevant context, step by step instructions, few shot examples, output schemas, asking for citations, and telling the model what to do when unsure. Measure changes with an eval set rather than a few manual tries.Tarike: saaf role aur goal, relevant context, step by step instructions, few shot examples, output schemas, citations maangna, aur model ko batana ki unsure ho to kya kare. Kuch haath ki koshishon ke bajaye eval set se badlaav naapo.

💡 Real exampleAsli example

Adding 'If the answer isn't in the sources, say you don't know' cut wrong answers by half.'Agar jawaab sources mein nahi hai, to bolo pata nahi' jodne se galat jawaab aadhe ho gaye.

📖 Learn it step by stepStep by step seekho

• Prompting: giving clear instructions to an LLMPrompting: LLM ko saaf instructions dena
• Evaluating AI: how to know it actually worksAI ko evaluate karna: kaise pata chale ki sach mein kaam karta hai

🔗 Related termsJude hue shabd

• PromptThe text you give an LLM: instructions, context and the question.Woh text jo LLM ko dete ho: instructions, context aur sawaal.
• EvalsA repeatable set of test cases and scoring rules that measures whether an AI system works well.Test cases aur scoring rules ka dohraaya ja sakne wala set jo naapta hai AI system acche se kaam karta hai ya nahi.
• Chain of thoughtAsking a model to reason step by step before giving the final answer.Model se final jawaab se pehle step by step sochne ko kehna.