WIP: LASQ - Add LASQ quantization

[rlmanrique]

• Add support for Locally adaptive SQ weaviate#5695 and enable the capability to configure a collection using local adaptive SQ.
• Do not merge yet until the naming is agreed.

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[codecov-commenter]

Codecov Report

Attention: Patch coverage is 79.06977% with 9 lines in your changes missing coverage. Please review.

Project coverage is 93.91%. Comparing base (6bc9b39) to head (6233847).
Report is 34 commits behind head on main.

Files with missing lines	Patch %	Lines
integration/test_collection_config.py	44.44%	5 Missing ⚠️
weaviate/collections/classes/config.py	88.46%	3 Missing ⚠️
weaviate/collections/classes/config_methods.py	66.66%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1409      +/-   ##
==========================================
- Coverage   93.94%   93.91%   -0.04%     
==========================================
  Files         221      221              
  Lines       21283    21336      +53     
==========================================
+ Hits        19995    20037      +42     
- Misses       1288     1299      +11     

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