# Page Not Found

The URL `files/atycRtK7Ckaw1gQwnPRE` does not exist. This page may have been moved, renamed, or deleted.

## Suggested Pages

You may be looking for one of the following:
- [Attention is all you need](https://tianyi0216.gitbook.io/blog/reading-notes/ml-readings/attention-is-all-you-need.md)
- [Salient Object Segmentation](https://tianyi0216.gitbook.io/blog/reading-notes/ml-readings/salient-object-segmentation.md)
- [Microbiome ML](https://tianyi0216.gitbook.io/blog/reading-notes/stats-other/microbiome-ml.md)
- [Gut Microbiome](https://tianyi0216.gitbook.io/blog/reading-notes/stats-other/gut-microbiome.md)
- [Script Note for Journal Presentation](https://tianyi0216.gitbook.io/blog/reading-notes/ml-readings/birdnet/script-note-for-journal-presentation.md)

## How to find the correct page

If the exact page cannot be found, you can still retrieve the information using the documentation query interface.

### Option 1 — Ask a question (recommended)

Perform an HTTP GET request on the documentation index with the `ask` parameter:

```
GET https://tianyi0216.gitbook.io/blog/reading-notes/ml-readings/attention-is-all-you-need.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

### Option 2 — Browse the documentation index

Full index: https://tianyi0216.gitbook.io/blog/sitemap.md

Use this to discover valid page paths or navigate the documentation structure.

### Option 3 — Retrieve the full documentation corpus

Full export: https://tianyi0216.gitbook.io/blog/llms-full.txt

Use this to access all content at once and perform your own parsing or retrieval. It will be more expensive.

## Tips for requesting documentation

Prefer `.md` URLs for structured content, append `.md` to URLs (e.g., `/blog/reading-notes/ml-readings/attention-is-all-you-need.md`).

You may also use `Accept: text/markdown` header for content negotiation.