VTS (Vector Transfer Service)
VTS is a data migration and connector service for Milvus that simplifies moving and synchronizing vector data between Milvus instances and external systems.
About this tool
VTS (Vector Transfer Service)
VTS is an open-source tool for transforming and transporting vectors and unstructured data, focused on data migration and connectivity for Milvus and external systems.
Overview
- Type: Open-source data migration and connector service
- Primary focus: Moving and synchronizing vector and unstructured data between Milvus instances and other systems
- Ecosystem: Built and maintained by Zilliz
- License: Apache-2.0
Features
Based on the available repository information and description, VTS provides:
Core Capabilities
- Transformation and transportation of vector data
- Handling of unstructured data
- Data migration between different Milvus instances
- Connector capabilities to integrate Milvus with external systems
Integration & Connectors
- Designed as a data connector layer around Milvus
- Plugin-oriented structure (via
pluginsdirectory) enabling:- Source and sink plugins for different systems (exact list defined in code/plugins)
- Extensible connectors for additional data sources/targets
Workflow & Orchestration
- Uses a SeaTunnel-based architecture (
seatunnel-api,seatunnel-common,seatunnel-ci-tools), implying:- Pipeline-style configuration for data movement
- Transformation stages between sources and sinks
Deployment & Operations
- Containerized deployment support (via
ci/dockerdirectory) - Kubernetes deployment manifests (under
deploy/kubernetes/seatunnel), enabling:- Clustered or cloud-native deployment
- Integration into existing Kubernetes environments
- Configuration-driven behavior (via
configdirectory) for:- Defining data sources and targets
- Tuning pipeline behavior and runtime parameters
Documentation & Tooling
- Documentation assets (under
docs) including architecture diagrams and usage guidance - Build and runtime utilities (under
bin) to help run and manage VTS components
Note: For a complete, up-to-date list of specific source/sink plugins and transformations, refer to the
pluginsanddocsdirectories in the repository.
Pricing
- VTS is an open-source project released under the Apache-2.0 license.
- No paid pricing plans are listed in the provided content.
Links
- Source Code & Docs: https://github.com/zilliztech/vts
- Project Homepage (vendor): https://zilliz.com/ (for broader Milvus ecosystem context)
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