LAYRA

LAYRA is an open-source, enterprise-ready AI agent engine designed for visual Retrieval-Augmented Generation (RAG) and complex multi-step agent workflow orchestration. It enables users to build intelligent systems that can 'see' and understand documents like humans, execute arbitrary Python code in sandboxed environments, and integrate human-in-the-loop capabilities. The platform is built with a modern tech stack for high performance and scalability, offering features like breakpoint debugging and multimodal I/O.

LAYRA is an enterprise-ready AI agent engine that focuses on visual RAG and multi-step agent workflow orchestration. It explicitly mentions 'enterprise-ready' and offers features like 'Visual-Native Document Understanding' and 'Powerful Workflow Engine' which align with multimodal AI and conversational AI capabilities. The platform also emphasizes 'Full Python Execution' and 'Advanced Development Suite' for fine-tuning and custom models. While not explicitly stated as 'API Access' in the traditional sense, the nature of an 'AI Agent Engine' and 'Full Python Control' implies programmatic access. The focus on 'Security & Red Teaming' is also evident through features like 'AST-based code analysis with vulnerability detection' and 'Sandboxed environments'. The project is open-source on GitHub, which inherently supports research and publications.