RepoAgent is an AI framework that transforms any code repository into an interactive knowledge base. It indexes source files, functions, classes, and documentation into a vector store, enabling fast retrieval and context-aware responses. Developers can ask natural language questions about code functionality, architecture, or dependencies. It supports automated code summarization, documentation generation, and test case creation by integrating with LLMs. RepoAgent also analyzes issues, pull requests, and commit history to provide insights on code quality and potential bugs. Its modular design allows customization of retrieval pipelines, model selection, and output formatting. By embedding directly into CI/CD pipelines or IDEs, RepoAgent streamlines development, reduces onboarding time, and boosts team productivity.

Lume AI's platform is designed to simplify data integration tasks through AI-powered automation. By eliminating manual data mapping, Lume enables users to efficiently map data from any source to their desired target schema. This significantly reduces time spent on data wrangling, accelerates onboarding, and provides full visibility and management over all data pipelines and mappings. The platform is especially beneficial for businesses looking to streamline their data operations and enhance processing efficiency.