Support python 3.12

[ttt-77]

Some packages' version can't be installed in python 3.12. Need to modify requirements.txt to support python3.12.

numpy==1.24.4
scipy==1.10.1

[shubhankarunhale]

Hi @ttt-77, Can I help with this?

[ttt-77]

Yes

[shubhankarunhale]

Hi @ttt-77, I was able to update numpy and scipy to their Python 3.12 compatible versions, but the following required modules are blocked for Python 3.12:

ChromaDB:
Requires onnxruntime>=1.14.1 which does not support Python 3.12 yet:
microsoft/onnxruntime#17842

DuckDB:
DuckDB v0.9 does not yet support Python 3.12. The next version, v0.10, will support Python 3.12.
https://duckdb.org/docs/api/python/overview.html

faiss-cpu:
faiss-cpu support for Python 3.12 is also blocked:
kyamagu/faiss-wheels#87

Numba: The issue for numba is still open, I couldn’t test the workaround on 3.12 due to the other blockers.
#105

The following modules need to be updated to the specified versions to be 3.12 compatible:

asyncpg==0.28.0 → 0.29.0

greenlet==2.0.2→3.0.3

numpy==1.24.4→1.26.3

scipy==1.10.1→1.12.0