Spark English SDK Tutorial: Combining Apache Spark with LLMs

This repository contains the code and examples for my article on Medium, which introduces the English SDK for Apache Spark, showcasing how to combine the power of Apache Spark with large language models (LLMs). You can read the full article here:
Introduction to the English SDK for Apache Spark: Combining the Power of Apache Spark and LLMs

Summary of the Article:

This article covers the English SDK for Apache Spark, a new way to interact with Spark using natural language queries and commands. Key topics covered include:

• Introduction to the English SDK: Learn about the English SDK and how it integrates with Apache Spark to allow natural language queries.
• Combining Spark with LLMs: Explore how large language models (LLMs) are leveraged to interpret and execute English queries in Spark.
• Practical Use Cases: Real-world examples of how the English SDK can be used for data analysis, ETL tasks, and more.
• Setup and Implementation: Step-by-step instructions on setting up the English SDK and running queries with it.