Gemini Coder is an open-source AI pair programming tool that enhances coding efficiency by enabling developers to interact with various AI chatbots for code generation and editing. It integrates with popular code editors and offers features like multi-file changes, context selection, and intelligent code completions, all while ensuring user control and adherence to chatbot usage terms.