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In this 29-minute conference talk from DSC EUROPE 24 in Belgrade, Daniel Savenkov explores the motivation and development process behind JetBrains' Local AI Code Completion, released on April 4, 2024. Examine the current landscape of AI Code Completion tools, comparing cloud-based versus local machine language models for code. Discover the comprehensive components that make up AI Code Completion beyond just the language model itself. Learn about JetBrains' methodologies for offline and online evaluation, prompt construction, and intelligent suggestion filtering. Gain insights into recent advancements in efficient language model inference and understand the promising future perspectives that local AI offers developers. The presentation was delivered on November 21st at the Data Science Conference Europe 2024.
