Lindorm is a cloud-native multimodal database from Alibaba-Cloud, It supports unified access and integrated processing of various types of data, including wide tables, time-series, text, objects, streams, and spatial data. It is compatible with multiple standard interfaces such as SQL, HBase/Cassandra/S3, TSDB, HDFS, Solr, and Kafka, and seamlessly integrates with third-party ecosystem tools. This makes it suitable for scenarios such as logging, monitoring, billing, advertising, social networking, travel, and risk control. Lindorm is also one of the databases that support Alibaba's core businesses.

To use the AI and vector capabilities of Lindorm, you shouldget the service and installlangchain-lindorm-integration package.

!pip install-U langchain-lindorm-integration

Embeddings​

To use the embedding model deployed in Lindorm AI Service, import the LindormAIEmbeddings.

from langchain_lindorm_integrationimport LindormAIEmbeddings

Rerank​

The Lindorm AI Service also supports reranking.

from langchain_lindorm_integration.rerankerimport LindormAIRerank

Vector Store​

Lindorm also supports vector store.

from langchain_lindorm_integrationimport LindormVectorStore

ByteStore​

Use ByteStore from Lindorm

from langchain_lindorm_integrationimport LindormByteStore