Part 5/9:
At the core of this development is the Retrieval-Augmented Generation (RAG) method. RAG integrates information retrieval with text generation, allowing AI to contextualize suggestions better by referencing your existing codebase. To visualize, consider writing a letter where you first gather relevant information before expressing your thoughts—this is how RAG functions but with coding.
Exploring Other Tools and Trends
The landscape doesn't end with Github Copilot. Recent data from Stack Overflow highlights that about 54% of developers are using it, with other tools like TabNine and CodeWhisper following closely behind. Each tool has its unique advantages, with some offering better integration for specific platforms or enhanced customizability.