



A Pythonic vector database offering comprehensive CRUD operations with robust scalability through sharding and replication. Built on DocArray for vector search and Jina for efficient index serving, deployable from local to cloud environments.
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Jina VectorDB is a Python vector database that offers exactly what you need for vector search - no more, no less. It provides a comprehensive suite of CRUD (Create, Read, Update, Delete) operations and robust scalability options including sharding and replication.
VectorDB capitalizes on two powerful components:
This architecture ensures both powerful search capabilities and production-ready deployment options.
VectorDB can be installed with a simple pip command:
pip install vectordb
Seamless integration with:
Licensed under Apache-2.0