Enterprise RAG retrieval should be treated as filtering on structured tables, not search. The mental model uses keyword matching on line_df and toc_df, then expands context from small anchors. This mirrors professional document workflows like Ctrl+F and table of contents navigation, avoiding embedding similarity as the primary retrieval method.
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Summary by ByteBrief
Question Parser Extracts Five Field Families from User Strings