NexCode transforms coding with an intuitive visual interface, generating precise, type-safe Java and Python programs effortlessly. By leveraging neural patterns, it predicts entire method bodies from minimal input, making development smarter and faster
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NexCode is a conversational and visual interface for generating source code, authoring it, and deploying it to a cloud service. Generated programs are expected to respect a “realistic” relationship between programs and labels, as exemplified by a corpus of labeled programs available during training. Two challenges in such conditional program generation are that generated programs must satisfy a rich set of syntactic and semantic constraints and that source code contains many low-level features that impede learning. We address these issues by training a neural generator not on code but on program sketches, or patterns of program syntax that abstract names and operations that do not generalize across programs. During generation, we infer a posterior distribution over the sketches, and then concretize samples from this distribution into type-safe programs using combinatorial techniques. We implement our ideas in a system for generating API-rich Java or Python code and show that it can often predict the entire body of a method given only a few API calls or data types that appear in the method.
Watch Nexcode in action as it streamlines web application development from start to finish. Through a simple conversational interface, Nexcode helps you create a complete web application by generating both React frontend components and backend services. The AI assistant guides you through the development process, from initial setup to final deployment on Google Cloud Run. Experience how Nexcode automates repetitive tasks, handles containerization, and manages cloud deployment, allowing developers to focus on business logic and user experience.
NexCode takes your development to the next level by building and containerizing your generated code effortlessly. With AI-driven automation, it streamlines the entire build process, ensuring efficiency and accuracy. The platform seamlessly prepares your application for deployment, handling dependencies and optimizations. Deploy with confidence, knowing NexCode delivers a smooth and reliable experience.
NexCode effortlessly generates frontend React apps and backend Spring Boot microservices using advanced templates. It dynamically adapts code on the fly, ensuring it aligns perfectly with your evolving needs.
Easily connect your applications with external services through NexCode’s built-in API integration. It streamlines data exchange, enhancing functionality without extra development effort.
Maintain your unique coding standards while leveraging NexCode’s automation. It adapts to your preferred syntax and structure, ensuring consistency across projects.
NexCode simplifies deployment by seamlessly launching your application on Google Cloud Run. It efficiently containerizes and stores your app in the cloud, ensuring scalability and reliability. With just a few steps, your application is accessible via a dedicated IP address or a custom domain. Experience hassle-free cloud deployment with NexCode’s intelligent automation.
