> For the complete documentation index, see [llms.txt](https://genaistack.aiplanet.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://genaistack.aiplanet.com/v0.1.0/components/vector-database.md).

# Vector Database

### Overview

Vector databases, often referred to as "vectordbs," are specialized database systems designed to store, manage, and query vector embeddings efficiently. These databases are tailored to handle high-dimensional numerical representations of data that capture semantic relationships, making them particularly suitable for tasks like similarity search, recommendation systems, natural language processing, and machine learning applications.

## Supported Vector Databases

Currently we are supporting two vector databases:

* Chromadb
* Weaviate