AI Prompt

AI Prompt is the carefully worded input—question, instruction, or context—that you feed into a large language model or other generative-AI system to elicit a desired output. It may contain system directives (“You are a legal assistant”), user queries, few-shot examples, or retrieved documents for grounding. Parameters such as tone, role framing, and explicit constraints (“answer in JSON”) help steer accuracy, style, and safety. Effective prompts balance brevity with clarity, avoid ambiguous pronouns, and leverage function-calling or chain-of-thought cues when supported. Iterative testing, A/B scoring, and prompt version control turn prompt writing into a data-driven engineering discipline powering chatbots, code copilots, and Retrieval-Augmented Generation (RAG) workflows.

Related terms

• Auto-Prompt Generation
• Hard Prompt
• Instruction Prompt
• LangChain prompt
• LangChain prompt template

Vstorm builds production systems that use AI Prompt: LLM development, Agentic AI consulting.

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