langchain/docs/extras/integrations/providers/starrocks.mdx

# StarRocks

>[StarRocks](https://www.starrocks.io/) is a High-Performance Analytical Database.
`StarRocks` is a next-gen sub-second MPP database for full analytics scenarios, including multi-dimensional analytics, real-time analytics and ad-hoc query.

>Usually `StarRocks` 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/starrocks).

```python
from langchain.vectorstores import StarRocks
```