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Database extensions that expose machine learning models as queryable virtual tables.
Distinguishing note: Focuses on the SQL-based abstraction of models as data, rather than the model training process itself.
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MindsDB is an AI-native database engine that treats machine learning models and autonomous agents as virtual tables. By mapping external data sources, predictive models, and third-party services directly into the database schema, it enables users to perform inference, data retrieval, and complex orchestration using standard SQL syntax. The platform distinguishes itself through an autonomous agent orchestrator that executes iterative reasoning loops, allowing agents to plan data access and synthesize natural language responses from connected knowledge bases. It functions as a federated data ga
The platform allows users to register and query external machine learning models as virtual tables to perform predictions using standard SQL syntax.