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SQL-Based Machine Learning · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesSQL-Based Machine Learning

Tools that allow training, deployment, and inference of machine learning models using standard SQL syntax.

Distinguishing note: Focuses on the SQL interface for ML operations, distinct from programmatic SDK-based model management.

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  • mindsdb/mindsdb

    mindsdb/mindsdb

    38,530View on GitHub↗

    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

    Training, deploying, and querying predictive models as virtual database tables to simplify the integration of AI into applications.

    Pythonagentsaianalytics
    38,530View on GitHub↗