ReadMe.LLM provides a framework that dramatically improves how Large Language Models understand and use software libraries for code generation tasks.

• Creates LLM-oriented documentation specifically designed for AI consumption
• Achieves near-perfect accuracy when attached to queries, even for niche libraries
• Bridges the gap between human-oriented documentation and what LLMs need
• Solves a critical challenge in software engineering workflows

This research matters because it enables more reliable, accurate code generation with specialized libraries—transforming how developers can leverage AI assistants in real-world engineering tasks.

ReadMe.LLM: A Framework to Help LLMs Understand Your Library