Modern businesses heavily rely on technologies like Artificial Intelligence, Natural Language Processing, and Machine Learning to make informed decisions and predictions. A large corpus of high-quality data is crucial for training accurate machine learning models, which can be stored and queried by databases such as MySQL wire-compatible databases. SingleStoreDB stands out among these databases due to its ability to store, load, and query various types of corpus, providing high-speed machine learning querying to train ML models in real-time as a single unit. In contrast, other databases like Amazon Aurora ML and MariaDB require separate plugins or services to support machine learning capabilities, whereas SingleStoreDB provides all these features within a single engine without the need for additional setup.