AI Services

SingleStore’s AI Services offer a comprehensive set of features that bring in built-in intelligence, seamless AI/ML model integration, and scalable AI-powered workflows directly to SingleStore databases.

These features include:

Database Integration: AI Services connect directly to SingleStore, eliminating data movement while enabling models and functions to execute with low latency on real-time data. They provide easy integration with SingleStore pipelines and Notebooks.
In-Database Analytics: AI Services run alongside SQL queries, enabling inference, real-time insights, multi-database integration, and LLM-powered workflows directly in SingleStore.
Secure Isolation: AI services provide role-based access control (RBAC) at the database level, securing both data and the associated AI applications.
Scalability: AI applications scale automatically based on their workload.
Monitoring: Built-in logging and metrics track workload performance, inference latency, and model accuracy for full observability.

In this section

Last modified: September 22, 2025

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Verification instructions

Note: You must install cosign to verify the authenticity of the SingleStore file.

Use the following steps to verify the authenticity of singlestoredb-server, singlestoredb-toolbox, singlestoredb-studio, and singlestore-client SingleStore files that have been downloaded.

You may perform the following steps on any computer that can run cosign, such as the main deployment host of the cluster.

(Optional) Run the following command to view the associated signature files.
Shell
```
curl undefined
```
Download the signature file from the SingleStore release server.
- Option 1: Click the Download Signature button next to the SingleStore file.
- Option 2: Copy and paste the following URL into the address bar of your browser and save the signature file.
- Option 3: Run the following command to download the signature file.
  Shell
```
curl -O undefined
```

After the signature file has been downloaded, run the following command to verify the authenticity of the SingleStore file.

Shell

echo -n undefined |
    cosign verify-blob --certificate-oidc-issuer https://oidc.eks.us-east-1.amazonaws.com/id/CCDCDBA1379A5596AB5B2E46DCA385BC \
      --certificate-identity https://kubernetes.io/namespaces/freya-production/serviceaccounts/job-worker \
      --bundle undefined \
      --new-bundle-format -

Verified OK