Check out the useful developer tools in the Milvus ecosystem which make working with Milvus much easier.

  • Milvus CLI: A command-line tool that supports database connection, data operations, and import and export of data.
  • Milvus DM: An open-source tool designed for importing and exporting data with Milvus.
  • Attu: An intuitive and efficient graphical user interface (GUI) tool that allows you to interact with your databases and manage your data with just a few clicks.
  • Milvus Sizing Tool: A tool that helps you estimate the raw file size, memory size, and stable disk size needed for a specified number of vectors with various index types.