This article is the 20th in this thought-provoking series.
Today, we will explore four fascinating topics in AI, which are:
- HtmlRAG: From Text Fragments to a Global View
- AFLOW: A Master Prospector in the Desert of Workflow Search Space
- ChunkRAG: Eagle-Eyed Reader for Precise Knowledge Extraction
- MarkItDown: A Tool for Converting Files to Markdown
Exquisite Video Imagery:
HtmlRAG: From Text Fragments to a Global View
Open-source code: https://github.com/plageon/HtmlRAG
Vivid Description
HtmlRAG is like opening a book where you can see both the text and understand its chapters and layout, rather than seeing just disconnected words (traditional RAG).
Overview
Current RAG systems convert HTML to plain text before processing, losing valuable structural information.
Thus, an intuitive idea arises: Could using HTML format directly in RAG systems better preserve document information?