How to Make 4 Popular AI Applications with Milvus

Milvus is an open-source vector database that supports efficient search of massive vector datasets created by AI models. It offers comprehensive APIs and support for multiple index libraries, accelerating machine learning application development and MLOps. Zilliz, the company behind Milvus, has developed demos showcasing its use in natural language processing (NLP), reverse image search, audio search, and computer vision. These include an AI-powered chatbot using BERT for NLP, a reverse image search system with VGG for feature extraction, an audio similarity search system with PANNs for pattern recognition, and a video object detection system leveraging OpenCV, YOLOv3, and ResNet50.