1. Questions Arising from the Right-Side Menu In my previous article on implementing the "right-side menu" function (see: Building a "Lightweight Knowledge Index" for Blogs (Part 7): Right-Side Menu—A Unified Organization Mechanism for Semantic Space and Classification System), I used a classification recommendation algorithm based on semantic similarity. Its core…

1. Introduction In previous articles in this series, I added two features to the bottom of the article page: "Related Articles" (see: Building a Lightweight Knowledge Index for Your Blog (Part 3): Design and Implementation of a Lightweight Recommendation System for WordPress Based on Pre-computed Semantic Indexes) and "Guess What You Might Want,"...

1. Why Add Summaries to Blog Posts? After the first five articles in this series, I've implemented features like "Series Article Cards," "Related Articles," and "You Might Want" after the main body of each blog post. Combined with several "maps" and "Content Structure Hints" for each article, my…

1. Why is a "Guess What You Think" feature still needed? Because it overlaps with the "Right-side Menu" feature added to article pages, after some consideration, it was decided to remove the "Guess What You Think" feature. However, this article will retain it as a reference example for implementing similar features. In a previous article (see: Building a Blog…),

1. From "Single Article Reading" to "Continuous Reading" A significant difference between my blog and traditional personal blogs is the presence of numerous highly continuous series of articles: such as the "Cloudflare Series," the "Awakening of the Voice" series, and also the series currently in which this article is titled "Building a Blog..."

1. From Media Servers to Film and Television Showcase Sites: For those who have amassed a large collection of film and television resources at home, there's probably a thought that's been on their minds to share their collection with others—of course, "share" here simply means looking at the posters, the scale of the collection, and what films or movies are included…

1. The starting point for intelligent blog recommendations: In the second article of this series (see: Adding a "Semantic Index" to your blog (Part 2): JSON Structure and Script Generation Implementation), we finally generated the crucial semantic-index using a Python script…

1. Introduction In the first article of this series (see article: Building a Lightweight Knowledge Index for Your Blog (Part 1): Structure Design and Construction Process), we have already summarized the entire knowledge indexing system into a clear structural model: from article retrieval and content organization to relationship building and result output…

1. Introduction Recently, I've been thinking about what new features can be added to the blog's structure, such as content structure indicators at the bottom of article pages (see the article: From Content to Structure: A Low-Cost Evolutionary Approach to Blog Development). However, there are still many more advanced capabilities, such as: automatic content recommendations…

1. From Experimentation to Fundamental Capability: In a previous article introducing RAG, I mentioned that the core tool for vectorizing segmented text is the "embedding model" (see article: Understanding RAG from Scratch (Part 1): Principles and Complete Process Analysis). In subsequent articles…