[BUG] Chroma crash with the new numpy version - update requirements.txt

[itayB]

Description of changes

Summarize the changes made by this PR.

• Improvements & Bug fixes
  • NumPy just released their next major version and chroma is crashing

    import chromadb
    File "/usr/local/lib/python3.12/site-packages/chromadb/__init__.py", line 3, in <module>
    from chromadb.api.client import Client as ClientCreator
    File "/usr/local/lib/python3.12/site-packages/chromadb/api/__init__.py", line 7, in <module>
    from chromadb.api.models.Collection import Collection
    File "/usr/local/lib/python3.12/site-packages/chromadb/api/models/Collection.py", line 7, in <module>
    import chromadb.utils.embedding_functions as ef
    File "/usr/local/lib/python3.12/site-packages/chromadb/utils/embedding_functions.py", line 7, in <module>
    from chromadb.api.types import (
    File "/usr/local/lib/python3.12/site-packages/chromadb/api/types.py", line 102, in <module>
    ImageDType = Union[np.uint, np.int_, np.float_]
                                     ^^^^^^^^^
    File "/usr/local/lib/python3.12/site-packages/numpy/__init__.py", line 397, in __getattr__
    raise AttributeError(
    AttributeError: `np.float_` was removed in the NumPy 2.0 release. Use `np.float64` instead.. Did you mean: 'float16'?

    Suggesting locking before version 2 as a first Aid

[github-actions[bot]]

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[HammadB]

Thanks for flagging we will cut a new release this week to patch this

[itayB]

Thanks for raising this. Was successfully able to reproduce, and this is due to Chroma using now deprecated generic types in some of our multimodal datatypes:

https://github.com/chroma-core/chroma/blob/cc790a76e9690d361bb5b3d8d33483b77e357358/chromadb/api/types.py#L102

This is an easy fix, but unfortunately on further testing I found that onnxruntime which is upstream of us is also broken by numpy 2.0.

Pinning the version is probably the way to go! Let's keep the previous requirement to be above 1.22.5, while introducing this new one too.

done, thanks

[atroyn]

same happens here now: #2356

I didn’t see this in my testing but will check again.

[HammadB]

Closing this in favor of #2360 since we needed a few additional changes and I didn't want to hold up the fix on a review cycle - I really appreciate the fix here @itayB