Legal MultiAgent System is a Python-based open-source platform that orchestrates multiple AI agents specialized for legal workflows. Each agent handles discrete tasks like document parsing, contract drafting, citation retrieval, compliance verification, and Q&A. Agents communicate via a central orchestrator, enabling parallel processing and collaborative analysis. By integrating with popular LLM APIs and allowing custom module development, it streamlines legal research, automates repetitive tasks, and ensures consistent output. The system’s modular architecture supports easy extension, so organizations can tailor agents to specific jurisdictions, practice areas, or compliance frameworks, achieving scalable and accurate legal automation.

Loopholes offers a comprehensive solution for those navigating the complex landscape of ad compliance. This Chrome extension utilizes artificial intelligence to analyze your advertising strategies, ensuring they align with platform guidelines. With features that simplify compliance checks, it helps prevent costly errors and enhances the efficiency of ad campaigns. Whether you're a small business owner or part of a large marketing team, Loopholes serves as your personal assistant in creating effective, rule-abiding advertisements.