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* Use commit sha for versioning GitHub Actions instead of version tags
* Remove unused environment variables and functions
* Remove dependency on Rapids GHA Tools, we were only using `rapids-logger`
## By Submitting this PR I confirm:
- I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/NeMo-Agent-Toolkit/blob/develop/docs/source/resources/contributing/index.md).
- We require that all contributors "sign-off" on their commits. This certifies that the contribution is your original work, or you have rights to submit it under the same license, or a compatible license.
- Any contribution which contains commits that are not Signed-Off will not be accepted.
- When the PR is ready for review, new or existing tests cover these changes.
- When the PR is ready for review, the documentation is up to date with these changes.
## Summary by CodeRabbit
## Release Notes
* **Chores**
* Pinned external GitHub Actions to specific commit SHAs across workflows for improved stability and reproducibility
* Removed unused CI environment variables (`GH_TOKEN`, `RAPIDS_CONDA_RETRY_MAX`)
* Simplified CI script logging mechanisms throughout the pipeline
* Removed deprecated helper functions from CI infrastructure
Authors:
- David Gardner (https://github.com/dagardner-nv)
Approvers:
- Will Killian (https://github.com/willkill07)
URL: NVIDIA#1866
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