LLMs And Distributed Data Systems Enhance Data Engineering Efficiency And Privacy.

LLMs And Distributed Data Systems Enhance Data Engineering Efficiency And Privacy.

StreamLink, a novel distributed data system leveraging locally fine-tuned large language models atop Apache Spark and Hadoop, enhances data engineering efficiency and user privacy by translating natural language queries into executable SQL with over 10% improved accuracy and facilitating rapid data retrieval from datasets containing hundreds of millions of items.**Fact Check & Justification of Claims:*** **Apache Spark and Hadoop:** These are es…