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

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# 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/modules/data_connection/vectorstores/integrations/starrocks.html).
```python
from langchain.vectorstores import StarRocks
```