GPT Repo Loader - Load Entire Code Repos into GPT Prompts
Published:Mar 17, 2023 00:59
•1 min read
•Hacker News
Analysis
The article describes a tool, gpt-repository-loader, designed to provide context to GPT-4 by loading entire code repositories into prompts. The author highlights the tool's effectiveness and the surprising ability of GPT-4 to improve the tool itself, even without explicit instructions on certain aspects like .gptignore. The development process involves opening issues, constructing prompts with repository context, and iteratively prompting GPT-4 to fix any errors in its generated code. The article showcases a practical application of LLMs in software development and the potential for self-improvement.
Key Takeaways
- •gpt-repository-loader simplifies providing context to GPT-4 by loading entire code repositories.
- •GPT-4 can improve the tool itself, even without explicit instructions on all aspects.
- •The development process involves iterative prompting and minimal manual code editing.
- •The article demonstrates a practical application of LLMs in software development.
Reference
“GPT-4 was able to write a valid an example repo and an expected output and throw in a small curveball by adjusting .gptignore.”