Create a RAG-based GitHub Copilot Extension in Python

About this Learning Path

Who is this for?

This is an advanced topic for software developers who want to learn how to build a RAG-based (Retrieval Augmented Generation) GitHub Copilot Extension.

What will you learn?

Upon completion of this learning path, you will be able to:

• Explain the core concepts and benefits of a RAG system.
• Create vector embeddings for a RAG knowledge base.
• Integrate a RAG system within a Copilot Extension.
• Configure a GitHub Copilot Extension to effectively support a RAG application.

Prerequisites

Before starting, you will need the following:

• Completion of the Build a GitHub Copilot Extension in Python Learning Path.
• Completion of the Deploy Graviton Infrastructure for GitHub Copilot Extensions Learning Path.
• A GitHub account.
• A Linux-based computer with Python installed.