Mindsdb

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<a href="https://github.com/mindsdb/mindsdb">

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<a href="https://pypi.org/project/MindsDB/" target="_blank">

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<a href="https://mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Website</a>
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MindsDB is a popular open-source query engine for AI analytics, powering AI agents that need to answer questions directly from databases, data warehouses, and applications, with no ETL required.

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What you can build with MindsDB Query Engine

| CONVERSATIONAL ANALYTICS AGENTS | SEMANTIC SEARCH AGENTS |
| --- | --- |
| Get precise, data-driven answers using natural language. <br /><br /> Unify and query data across sources (MySQL, Salesforce, Shopify, etc.), without ETL. <br /><br /> <a href="https://www.youtube.com/watch?v=QIdPpzcaxXg">Watch video</a> | Ground LLM responses in your most relevant internal knowledge. <br /><br /> Search across unstructured sources like documents, support tickets, Google Drive, and more. <br /><br /> <a href="https://www.youtube.com/watch?v=HN4fHtS4mvo">Watch video</a> |

How MindsDB works

MindsDB follows a simple workflow: Connect → Unify → Respond. At the center is an SQL-compatible data language with additional constructs for searching unstructured data, managing workflows (jobs/triggers), and building agents.

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