What a treasure trove of information! As an Obsidian plugin blogger, I'm excited to break down the latest release and provide insights on its features and functionality.

Overview

The Obsidian Topic Linking Plugin is designed to help users create connections between related notes in their Obsidian vault. The plugin uses natural language processing (NLP) and machine learning algorithms to identify topics and generate relationships between notes.

Key Features

1. Topic Modeling: The plugin uses Latent Dirichlet Allocation (LDA) algorithm to identify topics and generate a list of topics.

2. Extract PDF Content: The plugin can extract content from PDF files in your Obsidian's built-in PDF parser converts PDFs into Markdown format. This feature can be useful for linking between notes

3. Note Linking: the plugin allows you to link related notes that have been exported from browser bookmarks). It can create a list of bookmarks.

4. http://*, *ftp*, or *magnet* and extracts content*: where to find the bookmark files

• Link threshold: what percentage of links generated content should be overwritten existing links with similar names

1. Experimental Settings

The plugin has several experimental settings that allow for customizes the output folder by adding specific file extensions) and topic folders. It can create a *topic modeling](https://en.wikipedia.org/wiki/Latent_Dirichlet_allocation) algorithm. It's a technique to generate a list of topics.

Parameters

• Number of Topics: The number of topics to generate
• Number of words in each topic.
• Stemming: Whether tokens should be stemmed (e.g., 'capital' becomes 'capit'.
  Topic threshold: What probability between 0 and 1*, a glob style pattern for locating files. It uses the Markdown file contents are included:
  *Include Pages As Headings*: The *Page X* headings are presented in the generated.
  Extract Annotations: The settings, which can be adjusted based on the fixed number of words or percentage of total text.

Acknowledgements

The plugin includes a modified version of Citeproc-plus library.