Reimagining AI Documentation: How I Rebuilt DevinAI’s $300K DeepWiki in Just 60 Minutes

In the ever-evolving landscape of Artificial Intelligence, tools that streamline documentation processes are a game-changer. One such tool is DevinAI’s DeepWiki, a transformative AI solution for GitHub repository documentation, which allegedly cost $300,000 in computational resources. But what if I told you that I was able to replicate this impressive tool in under an hour and make it entirely open-source?

Introducing Open DeepWiki, a project designed to revolutionize the way we document GitHub repositories. This powerful tool boasts a range of features that enhance the documentation experience, including:

• AI-Generated Documentation: By utilizing cutting-edge Gemini and GPT models, Open DeepWiki automatically generates comprehensive documentation for your codebases.
• Visual Architecture Diagrams: Thanks to Mermaid.js, your project’s structure is visually represented, making it easier to comprehend and share.
• Codebase Q&A: Leveraging retrieval-augmented generation (RAG), users can interact with their code repositories in a conversational manner, obtaining precise answers to their inquiries.
• Self-Hosting Capabilities: Open DeepWiki is completely self-hosted, allowing users to run it locally without reliance on cloud services, ensuring total control over their documentation.

With no paywalls or proprietary constraints, Open DeepWiki is designed with user friendliness in mind. You can start using it right away by visiting the following link:
👉 Explore Open DeepWiki on GitHub

I welcome your insights and suggestions to further enhance this initiative!

A Heartfelt Thank You

Your support so far has been incredible! As we inch closer to 600 stars on GitHub, I must say, nothing can compare to the 400+ upvotes we’ve received here. Your encouragement motivates us immensely! 🫡

Latest Updates

Here’s what’s been added recently to Open DeepWiki:

• GitLab Support: Now users can integrate their documentation with GitLab as well.
• Private Repository Indexing: Both GitHub and GitLab users can index their private repositories, enhancing security and versatility.

May 1 Update

• Implemented retrieval support for larger repositories.
• Enabled markdown/JSON format exports for wiki context.

May 3 Update

• Introduced the “Ask Repository” feature, providing precise