The Excellence
Directory Platform Template

The Airbyte Milvus connector lets users sync data from various Airbyte-supported sources into Milvus as a destination, enabling low-code vector data ingestion pipelines.

The Kafka Connect Milvus Connector is a plugin for Kafka Connect that streams data into and out of Milvus, supporting real-time vector data ingestion pipelines.

The Milvus destination in Fivetran enables automated ELT pipelines that load data into Milvus as a vector database, supporting AI and similarity search workloads.

The Spark-Milvus Connector is an integration that allows Apache Spark jobs to read from and write to Milvus, enabling scalable ETL and analytics workflows for vector data.

VTS is a data migration and connector service for Milvus that simplifies moving and synchronizing vector data between Milvus instances and external systems.

Attu is a graphical user interface (GUI) tool for managing and administering Milvus vector databases. It simplifies tasks such as data exploration, schema management, and monitoring, making Milvus more accessible for a wide range of users.

Birdwatcher is a system debugging tool designed for the Milvus vector database. It provides advanced diagnostics to help developers and operators understand and troubleshoot Milvus deployments, ensuring robust vector search operations.

Milvus Backup Tool provides backup and restore functionalities for Milvus vector databases, ensuring data safety and disaster recovery capabilities. Also referred to as Milvus Backup.

Milvus CDC (Change Data Capture) is a component of the Milvus ecosystem that enables data synchronization between Milvus and other systems. It is useful for maintaining up-to-date vector data pipelines and supporting real-time vector search applications.

Milvus Connectors, such as the Spark-Milvus Connector, enable seamless integration of Milvus vector databases with third-party tools like Apache Spark for machine learning and data processing workflows.

MindsDB provides an integration with Milvus, enabling users to connect and manage vector data using SQL-like queries. This integration brings federated AI query capabilities across structured and unstructured data with Milvus as the vector database backend.

Vector Transport Service (VTS) is a tool for transporting vector data efficiently between Milvus clusters or environments, supporting large-scale data migration and synchronization. Vector Transmission Services (VTS) are tools for transferring data between Milvus and various data sources (like Zilliz clusters, Elasticsearch, Postgres/PgVector, or other Milvus instances), facilitating vector data migration and integration.