Update docs/book/component-guide/integration-overview.md

Co-authored-by: hyperlint-ai[bot] <154288675+hyperlint-ai[bot]@users.noreply.github.com>

docs/book/component-guide/integration-overview.md

@@ -44,7 +44,7 @@ Note, that you can also install your dependencies directly, but please note that
 
 You can use [`uv`](https://github.com/astral-sh/uv) as a package manager if you want. Simply pass the `--uv` flag to the `zenml integration ...` command and it'll use `uv` for installation, upgrades and uninstallations. Note that `uv` must be installed for this to work. This is an experimental option that we've added for users wishing to use `uv` but given that it is relatively new as an option there might be certain packages that don't work well with `uv`. We will monitor how this performs and update as `uv` becomes more stable.
 
-Full documentation for how it works with PyTorch can be found on Astral's docs
+Full documentation for how it works with PyTorch can be found on Astral Docs
 website [here](https://docs.astral.sh/uv/guides/integration/pytorch/). It covers
 some of the particular gotchas and details you might need to know.