How to build a unified ingestion layer for your RAG pipeline from scratch

Most RAG pipelines do not fail at the vector store. They do not fail at retrieval. They fail before any of that: at the point where content moves from a URL, a PDF, or a DOCX file into something a model can actually use. The failure is usually silent. You get embeddings. They are just embeddings of garbage. Teams spend weeks tuning chunking... Weiterlesen