Prompt-Based ETL: Automating SQL Generation for Data Movement With LLMs
Every modern data team has experienced it: A product manager asks for a quick metric, “total signups in Asia over the last quarter, broken down by device type,” and suddenly…
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A Retrospective on GenAI Token Consumption and the Role of Caching
Caching is an important technique for enhancing the performance and cost efficiency of diverse cloud native applications, including modern generative AI applications. By retaining frequently accessed data or the computationally…
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Building SQLGenie: A Natural Language to SQL Query Generator with LLM Integration
SQL queries can be intimidating, especially for non-technical users. What if we could bridge the gap between human language and structured SQL statements? Enter SQLGenie—a tool that translates natural language queries…
