Industrial AI Agents is a Python-based toolkit designed to streamline industrial operations by deploying autonomous AI agents specialized in manufacturing tasks. It features a Data Ingest Agent for collecting sensor streams via MQTT and OPC-UA, a Diagnostics Agent for anomaly and fault detection, a Quality Agent for visual inspection using computer vision, and a Scheduling Agent for dynamic production planning. The framework supports containerized deployment with Docker and Kubernetes, enabling integration with existing IoT platforms and scalable real-time analytics.

Roboflow is a comprehensive platform designed to simplify the process of building, training, and deploying computer vision models. It offers a suite of tools for managing datasets, annotating images, training powerful models, and deploying them seamlessly. Whether you're a novice or an expert, Roboflow equips you with everything you need to develop cutting-edge computer vision applications in various industries, including retail, manufacturing, and healthcare.