AI Coding Assistants Explained | Build Your Own GitHub Copilot with LLMs

How do tools like GitHub Copilot, Cursor, and Windsurf understand your codebase and generate intelligent code suggestions in real time? In this video, you'll learn how to build an AI coding assistant using repository indexing, embeddings, vector databases, Retrieval Augmented Generation (RAG), streaming, and prompt orchestration. Topics covered: • IDE extension architecture • Repository indexing and code embeddings • Semantic code search • RAG for codebases • Real-time autocomplete and streaming • Prompt engineering for code generation • Security and privacy considerations • Production architecture and scaling Perfect for software engineers, backend developers, AI engineers, and system design interview preparation. #AI #CodingAssistant #GitHubCopilot #CursorAI #RAG #LLM #SoftwareEngineering #SystemDesign #OpenAI #GenerativeAI