zilliztech/vts
VTS is a tool designed for the transformation and transportation of vectors and unstructured data.
This tool helps data engineers and ML practitioners move vector embeddings and other unstructured data between different databases and storage systems. It takes unstructured data and vector embeddings from sources like vector databases, search engines, or data lakes and efficiently transports them to target systems, typically Milvus, while also enabling real-time streaming or offline imports. This is ideal for anyone managing vector data across various platforms.
114 stars.
Use this if you need to migrate, synchronize, or transform large volumes of vector embeddings and unstructured data between different database types or storage solutions.
Not ideal if you only work with traditional structured data like rows and columns in relational databases without any vector or unstructured data components.
Stars
114
Forks
18
Language
Java
License
Apache-2.0
Category
Last pushed
Mar 11, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/zilliztech/vts"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
pixeltable/pixeltable
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
activeloopai/deeplake
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store,...
superlinked/VectorHub
VectorHub is a free, open-source learning website for people (software developers to senior ML...
hhblaze/DBreeze
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID...
TileDB-Inc/TileDB-Vector-Search
Cloud-native vector similarity search and storage with efficient, serverless scale-out