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MindsDB integrates with numerous data sources and popular AI/ML frameworks to seamlessly bring data and AI together. Data sources are all the data sources that you can conect to MindsDB, including traditional databases and data that is behind APIs. It is important that MindsDB does no ETL pipelines. When you query a data source MindsDB forwards this query in real-time to the original data source. MindsDB is very good at translating SQL to any other query dialect.
MindsDB supports Model Context Protocol (MCP)MindsDB is an MCP server that enables your MCP applications to answer questions over large-scale federated data. Learn more here.
AI/ML frameworks are all the possibilities you have for AI/ML modeling, from Generative AI to traditional ML and AutoML. You can create, train, and deploy AI/ML models within MindsDB ecosystem and provide it with data from connected data sources.

Data sources

AI/ML frameworks

If you want to use a specific integration with MindsDB (either data or AI/ML integration), you need to ensure that the required dependencies are installed.You can verify it by running this command:
SHOW HANDLERS WHERE name = 'integration_name';
The output includes the IMPORT_SUCCESS column. If this column reads true, then you can go ahead and use this integration. But, if it reads false, then you need to install all required dependencies following this instruction.
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