DeepWiki is more suitable for generating developer manuals rather than user manuals.

Written by
Silas Grey
Updated on:June-29th-2025
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Explore how AI can help developers understand open source projects, DeepWiki's innovative features and application scenarios.

Core content:
1. DeepWiki's core function of automatically generating documents
2. Innovative applications of visual architecture diagrams and interactive Q&A
3. Applicable project types and limitations of DeepWiki

Yang Fangxian
Founder of 53AI/Most Valuable Expert of Tencent Cloud (TVP)
DeepWiki is an AI-driven GitHub codebase understanding tool launched by Cognition Labs, which aims to help developers quickly grasp the structure and functions of open source projects. It analyzes the codebase, automatically generates structured documents, visualizes architecture diagrams, and provides interactive Q&A functions, lowering the threshold for understanding complex projects.

Core Features of DeepWiki


  1. Automatically generate documents : DeepWiki can automatically generate project overviews, module descriptions, dependencies and other documentation content for GitHub repositories to help users quickly understand the project structure.

  2. Visual architecture diagram : By generating diagrams such as model hierarchy and data flow, the technical architecture of the project is intuitively displayed to facilitate understanding and analysis.

  3. Interactive Q&A : Built-in dialog boxes allow users to ask questions related to the project, and the system will provide answers based on the project content to support in-depth research.


Below is a screenshot of the documentation generated by DeepWiki for the SQLite database

After looking at a few more projects, you will find that the documents generated by DeepWiki have several characteristics:

  • The document chapter on the left is summarized more accurately.

  • Regardless of the project, a flowchart is basically provided (which is useless for many projects)

  • English Documentation


Judging from some of the generated open source project documents provided on the official website  https://deepwiki.com/, DeepWiki is not suitable for the following projects:

1. Chinese Project

Since DeepWiki is an analysis code, any Chinese information you provide will not be valid here.

2. Application-based projects

Application-oriented projects focus more on products rather than technology. Most users are more concerned about usage methods, and many software screenshots need to be provided to end users.

Therefore, DeepWiki is suitable for open source technical frameworks, server systems, and technical open source projects, such as Web frameworks, database systems, and other projects.

In summary, DeepWiki is more suitable for generating developer manuals rather than user manuals!