{"repo":"zilliztech/vts","free":true,"listed":false,"github":"https://github.com/zilliztech/vts","clone":"git clone https://github.com/zilliztech/vts.git","description":"VTS is a tool designed for the transformation and transportation of vectors and unstructured data.","language":"Java","stars":133,"topics":["genai","llm","vector-database","milvus"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"VTS (Vector Transport Service) Overview VTS (Vector Transport Service) is an open-source tool for moving vectors and unstructured data. It is developed by Zilliz based on Apache Seatunnel . Why do you need a vector and unstructured data moving tool? 1. Meeting the Growing Data Migration Needs: VTS evolves from our Milvus Migration Service, which has successfully helped over 100 organizations migrate data between Milvus clusters. User demands have grown to include migrations from different vector databases, traditional search engines like Elasticsearch and Solr, relational databases, data warehouses, document databases, and even S3 and data lakes to Milvus. 2. Supporting Real-time Data Streaming and Offline Import: As vector database capabilities expand, users require both real-time data streaming and offline batch import options. 3. Simplifying Unstructured Data Transformation: Unlike traditional ETL, transforming unstructured data requires AI and model capabilities. VTS, in conjunction with the Zilliz Cloud Pipelines, enables vector embedding, tagging, and complex transformations, significantly reducing data cleaning costs and operational complexity. 4. Ensuring End-to-End Data Quality: Data integration and synchronization processes are prone to data loss and inconsistencies. VTS addresses these critical data quality concerns with robust monitoring and alerting mechanisms. Core Capabilities of VTS Built on top of Apache Seatunnel, Vector-Transport-Service offers: 1. Rich, ex","default_branch":null,"files":null,"tree":[],"storefront":"/r/zilliztech","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/zilliztech/vts/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}