[ENH] Consume params from config

[atroyn]

Description of changes

This PR consumes the Configuration we pass through and store. Only the HNSW segment is actually currently parametrized, so that's where we consume the configuration.

Test plan

• Cross-version persist generates old-style configurations to test the migration for segments.
• Property tests sample from HNSWConfigurations

Documentation Changes

Docs update do reflect the new way to set HNSW params. Expecting this to be updated in another docs pass.

TODO:

• [ ] Distributed
• [ ] JavaScript

[github-actions[bot]]

Please tag your PR title with one of: [ENH | BUG | DOC | TST | BLD | PERF | TYP | CLN | CHORE]. See https://docs.trychroma.com/contributing#contributing-code-and-ideas

[github-actions[bot]]

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)

[atroyn]

• #2611
• #2601
• #2495 👈
• main

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