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README.md

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 ✨✨ **Note to new users:** ✨✨
 
-Version 3 of Splink is in development that will make it simpler and more intuitive to use.  It also removes the need for PySpark for smaller data linkages of up to around 1 million records.  You can try it by installing a [pre-release](https://pypi.org/project/splink/#history), or in the new demos [here](https://github.com/moj-analytical-services/splink_demos/tree/splink3_demos).  For new users, it may make sense to work with the new version, because it is quicker to learn.  However, note that the new code is not yet fully tested.
+Version 3 of Splink is in development that will make it simpler and more intuitive to use.  It also removes the need for PySpark for smaller data linkages of up to around 1 million records.  You can find the documentation [here](https://moj-analytical-services.github.io/splink/index.html). You can try it by installing a [pre-release](https://pypi.org/project/splink/#history), or in the new demos [here](https://github.com/moj-analytical-services/splink_demos/tree/splink3_demos).  For new users, it may make sense to work with the new version, because it is quicker to learn.  However, note that the new code is not yet fully tested.
 
 
 # Splink: Probabilistic record linkage and deduplication at scale