Data Ingestion and Chunking — Retrieval-Augmented Generation (RAG) &…
Getting source content ready for embedding
Steps in Data Ingestion and Chunking
- Data Ingestion Pipeline Fundamentals — beginner · Getting source content into a form ready for embedding
- Parsing Different Document Types — beginner · Handling PDFs, HTML, Markdown and other formats
- Cleaning and Preprocessing Text for RAG — beginner · Removing noise that would otherwise pollute retrieval
- Incremental Ingestion and Updates — beginner · Keeping a knowledge base current without full re-indexing
- Ingestion Pipeline Architecture — beginner · Structuring ingestion as a reliable, observable pipeline
Part of
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path