One thing kept bothering me about retrieval systems: they often destroy the document before...
One thing kept bothering me about retrieval systems: they often destroy the document before trying to understand it.
Imagine taking a technical specification and cutting it with scissors every five hundred words.
No attention to headings.
No respect for sections.
No care for where a thought begins and ends.
80% of RAG failures trace back to one decision made before the first vector is ever stored. Most...
Most RAG blog posts read like product brochures. After building a few systems over the last months...
The Complete Story: Why Most RAG Systems Fail Before They Start The Story...
Originally published on PrepStack. Everyone's first RAG pipeline is the same four boxes:...
Key Takeaways RAG pipeline chunking strategies determine retrieval quality more than the embedding...
Retrieval-augmented generation looks trivial in a tutorial: embed some documents, drop them in a...
