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26 changes: 16 additions & 10 deletions README.md
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<p align="center">
<a href="https://github.com/mindsdb/anton">AI-coworker</a>
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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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<a href="https://docs.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Docs</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.
MindsDB develops the following products:

* [ANTON](https://github.com/mindsdb/anton) - A personal AI agent that helps you get work done. Tell it what you need in plain language and it takes it from there - sending emails, calling APIs, connecting to data sources, building dashboards, and delivering results. No setup, no plugins, no fuss.

* [Query Engine](https://docs.mindsdb.com) - The product you are looking at, is a popular query engine for semantic-search.


## What you can build with MindsDB Products

| 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://github.com/mindsdb/anton">Try Anton</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 - Query Engine works
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<a href="https://www.youtube.com/watch?v=HN4fHtS4mvo" title="Watch demo">
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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.
MindsDB - Query Engine 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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6 changes: 3 additions & 3 deletions docs/package-lock.json

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