Errors out on pip cache (no changes, worked fine until now)

In the actions workflow the below snippet is present to cache the pip dependencies, now getting the below error while inserting anything in the mentioned directory. This was working fine till now, from today onwards it is throwing the error.

Code snippet:
runs:
using: "composite"
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v3
with:
python-version: "3.9"
cache: "pip"
- name: dependencies
shell: bash
working-directory: mechanic/snowflake/snowddl
run: pip install -r requirements.txt

Error:

Run actions/setup-python@v3
Successfully setup CPython (3.9.21)
/opt/hostedtoolcache/Python/3.9.21/x64/bin/pip cache dir
/home/runner/.cache/pip
Error: Cache service responded with 422

Is there any supported cache service shutdown happened recently?

Start with the workflow snippet using actions/setup-python@v3 and its pip cache setting, then review the reported 422 response from the cache service. Reproduce the failure if possible and determine whether the cache service behavior or workflow configuration changed; done means documenting the cause and a supported resolution.