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The preview (nightly) builds provide the latest development version of DuckDB. As such, they are constantly in flux and they are less suitable for production use than the stable releases of DuckDB. You should only use these releases if you are looking for [recent bugfixes](https://github.com/duckdb/duckdb/pulls?q=is%3Apr+is%3Amerged) or optimizations.
| Windows |`arm64` / `x86_64`|[Download](https://artifacts.duckdb.org/latest/duckdb-binaries-windows.zip)|
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###Python
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## Python
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```batch
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pip install duckdb --pre --upgrade
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```
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### R
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##Java
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```R
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install.packages("pak")
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pak::pak("duckdb/duckdb-r")
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```
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In the [`duckdb-java` repository](https://github.com/duckdb/duckdb-java), list the [successful runs on the `Java JDBC` workflow](https://github.com/duckdb/duckdb-java/actions?query=workflow%3A%22Java+JDBC%22+is%3Asuccess). In the workflow output, you can find the artifacts such as `java-linux-aarch64.zip` and `java-osx-universal.zip`.
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###Node.js
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## Node.js
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```batch
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npm install duckdb@next
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```
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Note: The nightly release of the Node.js driver installs the old (deprecated) Node.js driver and not DuckDB Node Neo. For the Node Neo driver, the nightly release is currently not available.
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