ELIDABLE TEXT FOR PROMPT CRAFTING

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ELIDABLE TEXT FOR PROMPT CRAFTING - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240311093 titled 'ELIDABLE TEXT FOR PROMPT CRAFTING

Simplified Explanation:

The abstract describes a method for generating elidable text that prioritizes content in a prompt for a large language model with a fixed-size context window. The elidable text is created from developer-generated instructions or automatically for source code within a source code editor.

Key Features and Innovation:

Elidable text prioritizes content in a prompt for a large language model.
Source code editor selects important or focused lines of code.
Focused lines are assigned high-priority values, while non-focused lines are prioritized based on distance from focused lines.
Elidable text replaces low-priority lines to fit within the context window size.

Potential Applications: This technology can be applied in software development tools, code editors, and natural language processing systems.

Problems Solved: This technology helps manage and prioritize content for large language models with fixed-size context windows, improving efficiency and accuracy in processing prompts.

Benefits:

Enhanced content prioritization for language models.
Improved focus on important information in prompts.
Streamlined data processing and management in source code editors.

Commercial Applications: Optimized Content Prioritization Technology for Language Models

This technology can be utilized in AI-powered content generation tools, code editors, and data processing systems to enhance efficiency and accuracy in handling large volumes of text and code.

Prior Art: Further research can be conducted in the field of content prioritization for language models and source code editors to explore existing techniques and technologies.

Frequently Updated Research: Stay updated on advancements in natural language processing, software development tools, and AI technologies to leverage the latest innovations in content prioritization and data management.

Questions about Elidable Text Technology: 1. How does elidable text technology improve efficiency in processing prompts for large language models? 2. What are the potential applications of elidable text technology in software development tools and code editors?

Original Abstract Submitted

an elidable text is constructed that prioritizes the content included in a prompt to a large language model having a fixed-size context window. the elidable text is generated from developer-generated instructions or automatically for source code within a source code editor. a source code editor may include a feature that selects certain lines of code as important or focused which are assigned a high-priority value. a changed line, a line of source code at a current cursor position, lines of source code at the beginning of a file and those that output data are considered focused lines. non-focused lines are assigned a priority based on a distance from a focused line. the elidable text constrains the data included in a prompt to the context window size by replacing the lowest-valued lines of text and source code with a replacement string.