An integration package connecting OceanBase and LangChain

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  • License: MIT License (MIT)
  • Author: shanhaikang.shk
  • Requires: Python <4.0, >=3.9
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Project description

langchain-oceanbase

This package contains the LangChain integration with OceanBase.

OceanBase Database is a distributed relational database. It is developed entirely by Ant Group. The OceanBase Database is built on a common server cluster. Based on the Paxos protocol and its distributed structure, the OceanBase Database provides high availability and linear scalability.

OceanBase currently has the ability to store vectors. Users can easily perform the following operations with SQL:

  • Create a table containing vector type fields;
  • Create a vector index table based on the HNSW algorithm;
  • Perform vector approximate nearest neighbor queries;
  • ...

Installation

pip install -U langchain-oceanbase

We recommend using Docker to deploy OceanBase:

docker run --name=ob433 -e MODE=slim -p 2881:2881 -d oceanbase/oceanbase-ce:4.3.3.0-100000132024100711

More methods to deploy OceanBase cluster

Usage

For a more detailed walkthrough of the OceanBase Wrapper, see this notebook

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