Vector Transport Service (VTS)
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.
About this tool
Vector Transport Service (VTS)
Category: Data Integration & Migration
Tags: vector-data, migration, integration, milvus
Description
Vector Transport Service (VTS) is an open-source, self-hosted toolkit designed for secure and efficient migration and synchronization of vector and unstructured data between various data platforms. It supports large-scale data movement, including schema mapping and format conversion, and can operate entirely within private infrastructure.
Features
- Open-source & Self-hosted: Deploy VTS in your own environment (Docker or Kubernetes), maintaining full control over the code and data pipeline.
- Private Infrastructure Support: No public internet access required; migrate data securely between on-premises databases or air-gapped networks.
- Broad Data Source Compatibility: Supports migration from and to Milvus, Zilliz Cloud, Elasticsearch, Pinecone, Qdrant, PostgreSQL, and others, across both cloud and on-premises environments.
- Flexible Deployment: Can be installed and managed on Docker or Kubernetes.
- Custom Data Transformation: Apply schema mappings or embedding conversions during migration, handling schema conflicts, format conversions, and version control for vector data.
- Batch and Real-time Migration: Supports both one-time batch migrations and continuous synchronization (real-time sync with manual configuration).
- Scalable and High Performance: Designed for large-scale, high-speed data transfers without compromising reliability.
- Enterprise-ready: Allows for custom transformations, streaming or batch modes, and scalable operations via Kubernetes.
- No Pipeline Rebuild Required: Handles format and schema changes without needing to rebuild data pipelines from scratch.
Pricing
- Free: VTS is open-source and free to use. Users are responsible for their own infrastructure and operational costs (self-hosted, user-managed).
Additional Notes
- VTS is suitable for organizations needing full control over their data migration processes and operating in secure or private environments.
- For a fully managed, out-of-the-box solution with enterprise support, Zilliz offers the Zilliz Migration Service, which is built on top of VTS.
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