The RAG ingestion layer problem

Most RAG pipelines break at ingestion, not retrieval. This guide covers what building a unified ingestion layer actually requires, what it costs to maintain, an

How to build a unified ingestion layer for your RAG pipeline from scratch - EnConvert Blog EnConvert Products MCP File Conversion CLI REST API WordPress Plugins n8n nodes Dify ClawHub Zapier Browser Extension Playground Pricing Docs Get API key Sign In 🌐 English ▾ English Français Deutsch Español Italiano Blog How to build a unified ingestion layer for your RA... How to build a unified ingestion layer for your RAG pipeline from scratch Het Dave · September 23, 2026 Most RAG pipelines do not fail at the vector store. They do not fail at retrieval. They fail before any of th