OpenRepoWiki

OpenRepoWiki

You don’t need to read the code to understand how to build!

6 followers

Looking over the codebase to learn how the technology was implemented are tough. Using LLM, we can pin point out the core feature of the repository without looking at the entire repository codebase.
OpenRepoWiki gallery image
OpenRepoWiki gallery image
OpenRepoWiki gallery image
OpenRepoWiki gallery image
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AssemblyAI
AssemblyAI
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What do you think? …

Dae
Maker
📌
Hello! OpenRepoWiki is the website I made to understand the codebase much more easily. As a software developer, I always wanted to know how the core technology is implemented, but I will struggle to read 1k lines of the code in a single file. LLMs can point which folder / files are important and can point to the code it referenced! Try it out at https://openrepowiki.xyz. The project was made within 3 weeks so the feature is not perfect but the feedback is always welcome. This was made using NextJS with Langchain Framework. For the repository analysis, I used DeepSeek-v3 which competitive LLM out there in the market! Also please do not feed extremely large codebase repositories as it will take a long time to generate a wikipedia or even fail. (Generating summary for vscode succeed, but typescript failed due to extremely resource consuming task. I'm still figuring it out to solve this.) The supported language for analyzing repositories are C, C++, Python, Javascript, TypeScript, Ruby, Rust, Go, Java, PHP, Scala as it depends on Langchain JS Code Splitter which supports limited languages. Repositories that is made up of other languages that are not mentioned may get rejected from being created.