chroma-core / chroma

the AI-native open-source embedding database

Apache License 2.0

13.36k stars 1.14k forks source link

Description of changes

The TL;DR is that this PR consists of the following changes:

turns Collection into a data object (with the exception of the embedding function) and flattens its methods into the top-level ChromaClient

Improves the typing of the methods on the client so that we do a better job of handling single vs multiple cases.

validates tenant and database on client startup

removes some unnecessary code in the client that was just used to enable certain test assertions

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)