Traditional RAG systems struggle bridging structured SQL databases and unstructured document collections (a challenge we call the modality gap), leading to incomplete reasoning and hallucinations.

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Abstract: This paper presents a comparative performance analysis of SQL aggregate functions across three generations of Oracle Exadata Database Machine: X8M, X9M, and X11M. Utilizing ...

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Abstract: Aggregation functions such as COUNT, SUM, AVG, MAX, and MIN are basic tools for summarizing data in SQL. However, their behavior can be affected by several factors such as the occurrence of ...

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