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`3`	`3`	`This demo shows how to build a Retrieval-Augmented Generation (RAG) application`
`4`	`4`	`using [MariaDB](https://mariadb.com/), [LocalAI](https://localai.io/), and [Java](https://en.wikipedia.org/wiki/Java_(programming_language)).`
`5`	`5`
`6`		`-Note: This demo uses a _preview version_ of MariaDB which includes SQL syntax that`
`7`		`-will likely change in the next GA (stable) version.`
	`6`	`+Note: This demo uses an _RC version_ of MariaDB which includes SQL syntax that`
	`7`	`+might change in the next GA (stable) version.`
`8`	`8`
`9`	`9`	`## Prerequisites`
`10`	`10`

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