Multimodal Prompt Design

СреднийcreativeМинимальный контекст: 32K

Writes prompts that combine images, video, documents, and text effectively. Covers ordering images relative to instructions, resolution and tiling tradeoffs that affect token cost and detail, grounding questions to specific regions or pages, requesting structured output from visual input, and reducing visual hallucination on charts, tables, and scanned documents.

multimodalvisionprompt-engineeringdocument-understandingocrstructured-output

Варианты использования

  • Extracting structured data from scanned invoices or forms
  • Asking precise questions about charts and diagrams
  • Ordering images and instructions for best accuracy
  • Cutting token cost on high-resolution image input

Пример промпта

I need to extract line items from scanned invoices of varying quality into JSON.

Design the multimodal prompt: how to order the image and instructions, what resolution to send
and the cost tradeoff, how to define the output schema, how the model should signal low
confidence on unreadable fields instead of guessing, and how to handle multi-page invoices.
Include the prompt and a validation step for the returned JSON.

Рекомендуемые модели

claude-opus-5gemini-3-6-flashqwen3-8-max

Совместимые инструменты

claude-codekirogemini-cliany

Модальности

Вход: text, image, video
→
Выход: text, code

Похожие Skills

prompt-engineeringpdf-data-extractionstructured-output-design

Автор

OpenModels Community

@openmodelsrun