Show HN: CLI tool for detecting non-exact code duplication with embedding models (github.com)

A new command-line interface (CLI) tool, Slopo, has been introduced for detecting non-exact code duplication using embedding models. Unlike traditional duplication detection tools that identify exact matches, Slopo focuses on identifying similar code snippets that may be scattered throughout a codebase, making it particularly useful for recognizing subtle duplications that could lead to maintenance challenges. The tool processes various programming languages, including Python, Java, and Go, and generates clusters of similar code units ranked by their similarity and proximity within the codebase. This innovation is significant for the AI/ML community as it leverages embedding models to perform deeper analysis of code, enhancing collaboration between developers and AI agents. By calculating embeddings for code units, Slopo can identify potential duplicates that require human verification, streamlining the refactoring process. The integration of such a tool into the development workflow not only aids in reducing technical debt but also encourages best practices in code management, ultimately leading to cleaner and more maintainable codebases. Developers can easily index their code, analyze similarities, and utilize configurable parameters to tailor the tool's functionality to specific needs, making it a flexible addition to AI-assisted development environments.