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Apr 25, 2026 · Artificial Intelligence

How to Feed Massive Documents to an RAG System: Mastering the Art of Text Chunking

This article explains why proper text chunking is critical for Retrieval‑Augmented Generation, illustrates common pitfalls with real‑world examples, compares four chunking strategies (fixed length, recursive, structure‑aware, and code‑aware), and provides practical guidelines for chunk size, overlap, metadata handling, and a production‑ready pipeline.

AI retrievalLangChainRAG
0 likes · 21 min read
How to Feed Massive Documents to an RAG System: Mastering the Art of Text Chunking
Fun with Large Models
Fun with Large Models
Feb 27, 2026 · Artificial Intelligence

Step‑by‑Step EasyDataset Workflow for Building High‑Quality LLM Training Data

This guide walks readers through installing EasyDataset, creating a project, uploading documents, choosing appropriate chunking strategies, cleaning the data, generating domain tag trees, and exporting a polished pre‑training dataset, with concrete examples, configuration screenshots, and practical recommendations for each step.

AI modelEasyDatasetLLM data preparation
0 likes · 20 min read
Step‑by‑Step EasyDataset Workflow for Building High‑Quality LLM Training Data