Building Generative AI Platform

Common components, what they do, and how they are implemented

Author

Jakub Chodounsky
July 29, 2024

Building Generative AI Platform
41 minutes by Chip Huyen

After studying how companies deploy generative AI applications, I noticed many similarities in their platforms. This post outlines the common components of a generative AI platform, what they do, and how they are implemented. I try my best to keep the architecture general, but certain applications might deviate. This is what the overall architecture looks like.

Unblocked provides development teams accurate answers to questions about their application by augmenting their source code with existing knowledge from GitHub, Slack, Confluence, Jira and more. Get unblocked, no matter the task.

Reverse Engineering
A few hours by Kevin Thomas

This comprehensive set of reverse engineering tutorials covers x86, x64 as well as 32-bit ARM and 64-bit architectures. If you're a newbie looking to learn reversing, or just someone looking to revise on some concepts, you're at the right place.

How to review code effectively
17 minutes by Sarah Vessels

GitHub Staff Engineer Sarah Vessels discusses her philosophy of code review, what separates good code review from bad, her strategy for finding and reviewing code, and how to get the most from reviews of her own code.

Ever wondered how your CPU handles two tasks at once? Discover the magic of Simultaneous Multithreading and see what’s really going on inside.

ASCII, a standard whose legacy defines to this day how most of the letters and numbers in your computer get encoded into ones and zeroes, is elegant and beautiful. Via lessons in computer history, punched tape, and typewriters, I'd love to share some of its logic with you.

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