The AI Code Summarizer, powered by the advanced Yi-6B-GGUF model, revolutionizes the coding experience for developers. In its concise form, it offers real-time completion, bug detection, and automated documentation, all aimed at streamlining the coding process. In-depth, the Code Summarizer's real-time completion stands out, leveraging the Yi-6B-GGUF model's advanced natural language processing to provide context-aware recommendations. This dynamic adaptation reduces coding time and enhances accuracy, catering to the specific needs of developers. Beyond completion, robust bug detection and correction capabilities contribute significantly. By analyzing code in real-time, the tool identifies potential errors, offering proactive suggestions for corrections. This not only expedites debugging but also enforces coding standards, elevating overall code quality. A key feature is automatic documentation generation for functions and classes, eliminating the need for manual efforts. This not only saves developers time but also ensures consistency in documentation practices, a crucial aspect for maintaining codebases effectively. Versatility is a hallmark, with support for a wide range of programming languages. Seamlessly integrating with popular IDEs, the Code Summarizer ensures accessibility, allowing developers to incorporate its capabilities effortlessly into their preferred coding environments. The collaborative nature of modern software development is addressed through the Code Summarizer's ability to facilitate knowledge sharing. Providing clear explanations of complex code segments in plain language fosters an environment where developers can comprehend and build upon each other's work seamlessly. In summary, the AI-powered Code Summarizer represents a transformative tool for developers, offering real-time completion, bug detection, and automated documentation. Beyond accelerating the coding process,