Build an AI-Powered Code Editor with DeepSeek FIM
Welcome to the ultimate AI Code Editor episode! In this video, we’re demystifying the Fill-in-the-Middle (FIM) technique - a game-changing method explained in detail by OpenAI. But instead of just talking theory, we’re getting into the nitty-gritty with a practical, step-by-step build of an AI-powered Code Editor using the DeepSeek FIM API.
We’ll dive into the DeepSeek API documentation, break it down, and tackle four hands-on examples that gradually morph our project into a real-world code editor. Think it sounds tough? I promise it’s easier than you might expect—and by the end, you’ll see just how fast you can bring this editor to life!
In this video, we'll also test how our AI code editor handles different programming languages - Python, JavaScript, ABAP, and even the specific C dialect used for Arduino.
If you'd like to check out the paper presented in the video, "Efficient Training of Language Models to Fill in the Middle", you can find it at https://arxiv.org/abs/2207.14255
TOC:
00:00 - Introduction to AI Coding Assistants
00:19 - How AI Code Completion Works
00:29 - Introduction to Fill-in-the-Middle (FIM) Technique
00:39 - Overview of DeepSeek API and Setup
01:43 - Understanding the Theory Behind FIM
03:07 - Practical Implementation of FIM in JavaScript
04:44 - Exploring the FIMRequest Function
06:33 - First Example: Simple FIM Code Completion
10:09 - Second Example: Enhanced Code Editor with Prefix and Suffix Fields
13:28 - Third Example: Simplified Code Editor with Auto Completion
15:46 - Fourth Example: Real-Time AI Code Suggestions Without Buttons
19:46 - Final Thoughts and Encouragement to Explore AI Development
20:31 - Conclusion and Closing Remarks
#DeepSeek #AI #JavaScript #AICodeEditor #FillInTheMiddle #FIM #DeepSeekFIM #CodingTutorial
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