Alibaba Cloud Tair is a cloud native in-memory database service developed by Alibaba Cloud. It provides rich data models and enterprise-grade capabilities to support your real-time online scenarios while maintaining full compatibility with open-source Redis. Tair also introduces persistent memory-optimized instances that are based on new non-volatile memory (NVM) storage medium.

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Installation and Setup

Install Tair Python SDK: 
pip install tair

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Vector Store

from langchain_community.vectorstores import Tair
See a usage example.