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Core Conceptsaka input prompt

Prompt

The input text given to a model to elicit a specific response.

Ask Melo about this← all terms

A prompt is the input text given to a model to elicit a response — can range from a single question to a multi-section document with instructions, examples, and constraints. Prompt engineering has emerged as a discipline for crafting inputs that reliably produce desired outputs. System prompts set behavioral guidelines, while user prompts carry the actual request. The effectiveness of a prompt depends on the model's training, the task complexity, and how well the prompt leverages the model's capabilities through techniques like chain-of-thought or structured formatting.

Related terms

Large Language ModelGenerative AINatural Language ProcessingArtificial IntelligenceParametersRecursive Self-Improvement

Where Prompt comes up

  • Composio Firewall: Blocking Prompt Injection in Tool Results
  • OpenAI 12-Hour Prompt Caching: What Is Verified About "Cache Forever" in Codex and Work
  • Vortex Code and Architect: Spinoza Labs' "One Prompt, a Software Team" Claim vs What Is Verified
  • Language Models Are "Insecure" Reporters: Why AI Hides Its Own Mistakes, and the One-Sentence Prompt That Helps