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A practical guide to 6 document chunking strategies for RAG and LLM applications — Document, Fixed-Size, Recursive, Sentence, Semantic, and Agentic chunking with working code and plain-English explanations.
FractaAI is a Streamlit-based application for exploring and visualizing text chunking techniques. It provides both traditional and AI-powered methods to split text into meaningful chunks, allowing users to better analyze, process, and structure large documents.
Public version of supplementary tutorial materials for Lance Martin's "rag-from-scratch" and Greg Kamradt's "The 5 Levels of Text Splitting" tutorials. This repo does not include all the materials from the tutorials. Some of the materials are modified (example: the llm is local).