If you work with CSV files, have you ever had an experience like this? You opened a CSV in Excel, and the Japanese characters were garbled. You opened a CSV exported from a system, and the department ...
Traditional RAG systems treat documents as opaque text blobs — they chunk blindly, embed vaguely, and retrieve by fuzzy similarity. You get an answer but can'"'"'t trace it back to the source.