chore: bump to latest tensorflow version

[samsja]

Context

Tensorflow now supports proto 4 https://github.com/tensorflow/tensorflow/blob/master/requirements_lock_3_10.txt#L314.

We should bump tensorflow version in the pyproject.toml to latest version that support proto4

[JohannesMessner]

I don't think we have a tf version specified at all right now, we just install a certain version in the test CI.
If we now specify this new version that would imply dropping support for all older versions, right?

[samsja]

If we now specify this new version that would imply dropping support for all older versions, right?

yes

I don't think we have a tf version specified at all right now
We don't have a tensorflow version specified because proto version was caped on tensorflow.

This would allow us to have proper dependency management for tensorflow

[JoanFM]

But here u are proposing only to cap the TF version to a minimum version? If we do not have any reason not to support the previous versions, what would be the benefit?

[samsja]

But here u are proposing only to cap the TF version to a minimum version? If we do not have any reason not to support the previous versions, what would be the benefit?

benefit would be that tensorflow could be registered as a dependency in docarray.

As of today no package manager know that docarray can have tensorflow has a dependecy

[JohannesMessner]

But here u are proposing only to cap the TF version to a minimum version? If we do not have any reason not to support the previous versions, what would be the benefit?

benefit would be that tensorflow could be registered as a dependency in docarray.

As of today no package manager know that docarray can have tensorflow has a dependecy

That seems more like a benefit to our dev workflow rather than a user benefit.
Yes, it would be nice for them to do pip install docarray[tf], but in return making it incompatible with every but the very newest tf version doesn't seem like a good tradeoff to me.

[samsja]

well not only our dev workflow but the dev workflow of our user ...

But yeah I see the argument, lets keep it like this then, but in 6 month probably we should reconsider