[VEC-410] Update python client used in example applications

[rahul-aerospike]

• Updated client version to 3.0.0 everywhere
• Updated AVS version to 0.11.1 everywhere
• Minor update in documentation
• Updated sentence-transformers to 3.2.1 ( was getting cannot import name 'cached_download' from 'huggingface_hub')

[arrowplum]

Would you merge main? I think there are changes in here from a branch that recently got merged.

[rahul-aerospike]

Would you merge main? I think there are changes in here from a branch that recently got merged.

Resolved the merge conflict. Did you mean resolving merge conflict or something else.

[arrowplum]

one question regarding dependencies but lgtm. I think we will have to merge this before #63

[arrowplum]

Do you have any idea why we were using https://github.com/UKPLab/sentence-transformers/releases/tag/v2.2.2 before? This doesn't break anything we are using?

[rahul-aerospike]

Looked into git history.
When this work was done (10/11/2023); the 2.2.2 was the latest version of sentence-transformers package. My guess is, this is the reason that specific version(2.2.2) was used then.

link to pypi release history: https://pypi.org/project/sentence-transformers/#history

On the breaking aspects:
I think we will have to go to every application and ensure the versions are updated everywhere. While debugging came across very recent issues

• cannot import name 'cached_download' from 'huggingface_hub' easydiffusion/easydiffusion#1851
  The impression in the community is; hugging face have restructured lot of urls, which is breaking things, thus we will have to check everywhere and update.

[arrowplum]

Would you merge main? I think there are changes in here from a branch that recently got merged.

Resolved the merge conflict. Did you mean resolving merge conflict or something else.

I had seen changes from the other branch. Fixed with merge.

[dwelch-spike]

LGTM

[hev]

I tested prism only, and reviewed manually. Approved.