Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to ...
This is the official repository for the paper "E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL". Translating natural language queries into SQL (Text-to-SQL) is a critical task for ...
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Why Queries, Keys, and Values Are Used? Part 4
Why are the terms Query, Key, and Value used in self-attention mechanisms? In the Part 4 of our Transformers series, we break down the intuition reasoning behind the names - Query, Key and Value. By ...
Modern key-value stores often utilize Log-Structured Merge Trees (LSM-trees) to achieve high write throughput. However, LSM-trees inherently suffer from high read and write amplification. Keyvalue ...
Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...
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