Prompt structure
Prompt structure is the organization of a prompt’s content and instructions to guide a model’s response or generation.
Grokking AI Applications
The organization of a prompt into clearly distinguishable parts that a language model can parse.
- How it is used
- Structures prompts so language models can distinguish roles, tasks, features, examples, and input.
- How deep it goes
- Explains a four-part template and the rationale for specifying a role, with examples supporting practical use.
- Examples
- Uses translation formatting, a marketing-manager role, and a four-part standard template.
- What you can do after
- Apply prompt structure by composing requests with explicit roles, tasks, features, examples, and recognizable inputs.
Read how Grokking AI Applications explains prompt structure →
Data Storytelling with Altair and AI
Prompt structure is the organization of descriptive instructions that specify the intended content and visual characteristics of a generated image.
- How it is used
- Structures instructions for directing ChatGPT responses and generated images toward a defined purpose or visual result.
- How deep it goes
- Defines reusable prompt parts, demonstrates style variation, and recommends iterative refinement without pursuing advanced prompt-engineering detail.
- Examples
- Uses examiner prompts, scenario questions, and contrasting digital-art and black-and-white-photograph image descriptions.
- What you can do after
- Apply it via ChatGPT or DALL-E by specifying structure, testing outputs, and refining prompts.
Read how Data Storytelling with Altair and AI explains prompt structure →
Related concepts
- constrainthas part · A constraint is a condition or rule that restricts the permissible states, values, actions, or solutions in a system or problem.
- evaluation criterionhas part · A defined condition, standard, or measure used to assess an outcome, option, system, or decision.
- scopehas part · Scope is a defined boundary specifying which entities, activities, resources, or conditions are included or governed in a particular context.
These guides are generated from the text of Manning books by Manning's knowledge graph and link to the sections they draw on. The full books are available on liveBook and at manning.com.