Malika Harmaien@Malika_Harmaien

CodeOrbit AI is an AI-powered repository intelligence platform designed to help developers quickly understand complex GitHub repositories. Developers often spend hours exploring unfamiliar codebases, understanding architectures, identifying technologies, and navigating thousands of lines of code. This process becomes even more difficult in large open-source projects and collaborative development environments. CodeOrbit AI solves this problem by providing intelligent repository analysis, semantic understanding, and AI-powered insights through an interactive platform. Users can simply paste a GitHub repository URL, and the system automatically clones the repository, parses project files, analyzes folder structures, identifies technologies, and generates repository intelligence metrics. The platform integrates Groq AI with semantic search and vector-based repository understanding to provide contextual insights about the project. Developers can explore repository architecture, understand technologies used, analyze project structures, and interact with intelligent repository insights through an intuitive interface. CodeOrbit AI is built using Streamlit for the frontend and FastAPI for the backend. The system also uses semantic embeddings, FAISS vector search, GitPython, and intelligent repository parsing pipelines to enable scalable AI-powered code understanding. The project aims to reduce developer onboarding time, simplify repository exploration, and improve productivity for developers, students, contributors, and engineering teams. By transforming repository understanding into an AI-powered experience, CodeOrbit AI makes software development more accessible, faster, and more intelligent.

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