Open source
Zilliz engineers are the original creators of some of the world’s most popular open source projects for AI-powered applications
We are proud to be the maintainers of these popular open source projects
milvus
Milvus is a vector database used to store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models.
towhee
Towhee makes it easy to build neural data processing pipelines for AI applications. With hundreds of models, algorithms, and transformations, Towhee helps you encode your unstructured data into embeddings.
attu
Attu is an open-source management tool for Milvus with an intuitive GUI, allowing you to interact easily with your databases. With just a few clicks, you can visualize your cluster status, manage metadata, perform data queries, and much more.
cli
Milvus CLI is a command-line tool that supports database connection, data operations, and import and export of data. Based on Milvus Python SDK, it allows the execution of commands through a terminal using interactive command-line prompts.
feder
Feder is a JavaScript tool designed to aid in comprehending embedding vectors. It visualizes index files from Faiss, HNSWlib, and other ANN libraries to provide insight into how these libraries function.