SingleStore Vector Database Integration

This guide walks you through configuring a Retrieval-Augmented Generation (RAG) pipeline in Vectorize using Singlestore as the vector database.

Before you Begin

Ensure you have:

• A Vectorize account (Create one free here ↗ )
• A SingleStore account (Create one on SingleStore ↗ )
• A SingleStore deployment, workspace, and database

If you don't have a SingleStore deployment, workspace, and database created yet, check out our guide How to Create a SingleStore Deployment, Workspace, and Database.

Configure the integration

To configure a vector database integration to connect to your SingleStore instance:

1. Click Vector Databases from the main menu.

2. Click New Vector Database Integration from the Vector Databases page.

3. Select the SingleStore card.

   

   Enter the parameters in the form using the SingleStore Parameters table below as a guide, then click Create SingleStore Integration.

   

SingleStore Parameters

Field	Description	Required
Name	A descriptive name to identify the integration within Vectorize.	Yes
Host	The host URL from your workspace's connection string.	Yes
Port	The port from your workspace's connection string.	Yes
Database	The name of your database.	Yes
Username	The username to access your database.	Yes
Password	The password you'll use to access this database.	Yes

When you specify your SingleStore integration in your pipeline configuration, Vectorize writes vector data to your SingleStore instance.

What's next?

• If you haven't yet built a connector to your source database, go to configure a source connector and select your source data platform.

  OR

• If you're ready to start creating pipelines for vectorizing data, head to Pipeline Basics.