Yuge Zhang writes about Prompt Orchestration Markup Language (POML), a framework designed to manage complex prompt structures and diverse data types for Large Language Models. It uses component-based markup and specialized tags to integrate documents, tables, and images while employing a CSS-like styling system to decouple content from its presentation format. This approach aims to reduce formatting sensitivity and improve the reliability of prompts when interacting with models.
- Validated through PomLink application integration and TableQA accuracy tests.
- Includes templating for dynamic prompt generation and an SDK/IDE toolkit.
- Designed to enhance version control and collaboration in development workflows.
- Validated through PomLink application integration and TableQA accuracy tests.
- Includes templating for dynamic prompt generation and an SDK/IDE toolkit.
- Designed to enhance version control and collaboration in development workflows.
