# Apache Doris

>[Apache Doris](https://doris.apache.org/) is a modern data warehouse for real-time analytics.
It delivers lightning-fast analytics on real-time data at scale.

>Usually `Apache Doris` is categorized into OLAP, and it has showed excellent performance 
> in [ClickBench — a Benchmark For Analytical DBMS](https://benchmark.clickhouse.com/). 
> Since it has a super-fast vectorized execution engine, it could also be used as a fast vectordb.

## Installation and Setup

```bash
pip install pymysql
```

## Vector Store

See a [usage example](/docs/integrations/vectorstores/apache_doris).

```python
from langchain_community.vectorstores import ApacheDoris
```