[DOC] Add collection config docs

[jairad26]

Description of changes

This PR adds documentation for how to configure collection configuration, settings hnsw parameters, and embedding functions

Test plan

How are these changes tested?

• Tests pass locally with pytest for python, yarn test for js, cargo test for rust

Documentation Changes

Are all docstrings for user-facing APIs updated if required? Do we need to make documentation changes in the docs repository?

[github-actions]

Reviewer Checklist

Please leverage this checklist to ensure your code review is thorough before approving

Testing, Bugs, Errors, Logs, Documentation

• Can you think of any use case in which the code does not behave as intended? Have they been tested?
• Can you think of any inputs or external events that could break the code? Is user input validated and safe? Have they been tested?
• If appropriate, are there adequate property based tests?
• If appropriate, are there adequate unit tests?
• Should any logging, debugging, tracing information be added or removed?
• Are error messages user-friendly?
• Have all documentation changes needed been made?
• Have all non-obvious changes been commented?

System Compatibility

• Are there any potential impacts on other parts of the system or backward compatibility?
• Does this change intersect with any items on our roadmap, and if so, is there a plan for fitting them together?

Quality

• Is this code of a unexpectedly high quality (Readability, Modularity, Intuitiveness)

[jairad26]

• [ENH] Add Spann configuration to collection config #4195
• [DOC] Add collection config docs #4300 👈 (View in Graphite)
• [ENH] Add collection config to js client #4116 : 1 other dependent PR (#4118 )
• [ENH] return configuration in server response #4087
• [ENH] grpc changes for update collection config #4083
• [BLD] Add test for JS client to check for drift in generated openapi spec #4298
• main

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[jairad26]

Merge activity

• Apr 17, 10:48 PM EDT: Graphite rebased this pull request as part of a merge.