July 8, 2026/4 min/referenceCleaning Extracted Text Before Embedding: Headers, Footers, Hyphenation, and NoiseStrip repeating headers/footers, de-hyphenate line breaks, and normalize unicode before chunking so RAG embeddings stay clean.Read→#rag#pdf#ingestion