> For the complete documentation index, see [llms.txt](https://johannesliu.gitbook.io/home/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://johannesliu.gitbook.io/home/readme.md).

# Introduction

Welcome to the homepage of Johannes's Gitbook. The of Johannes' Gitbook aims to share the knowledge and experience he has accumulated in his work and research.

Currently, Johannes is striving to write a book named "[ReDevOps - Make the Research, Development and Operation Together](https://johannesliu.gitbook.io/redevops)". It's about a book that discusses how to transfer the knowledge of DevOps to Research works.

In the past, Johannes has finished 3 books, They are:

(1) [Data Science - Python Implemented](https://johannesliu.gitbook.io/learning-advanced-mathematics-with-python)\
(2) [Learning Advanced Mathematics using Python](https://johannesliu.gitbook.io/learning-advanced-mathematics-with-python)\
(3) [Knowledge Extraction (To be uploaded)](https://johannesliu.gitbook.io/knowledge-extraction-concept-and-technology)

![](/files/zX1Naj3hkpvN7Tn4KeD0) ![](/files/shkk1XIFXbmVlBkssTHB) ![](/files/Uu2VpnU7NRJkxz8cNcZi) ![](/files/Y5fJolhWznMjxUJm8174)

The Books Wrote by Johannes Liu

You are welcome to read them and comments on them.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://johannesliu.gitbook.io/home/readme.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
