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Forward-merge release/1.6 into develop#1857

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GPUtester merged 1 commit intodevelopfrom
release/1.6
Apr 9, 2026
Merged

Forward-merge release/1.6 into develop#1857
GPUtester merged 1 commit intodevelopfrom
release/1.6

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@rapids-bot rapids-bot bot commented Apr 9, 2026

Forward-merge triggered by push to release/1.6 that creates a PR to keep develop up-to-date. If this PR is unable to be immediately merged due to conflicts, it will remain open for the team to manually merge. See forward-merger docs for more info.

**Summary**
This PR marks the MemMachine integration as Experimental across runtime behavior, package metadata, and user-facing documentation to discourage production adoption until the integration is stabilized. The feature will be tested in v1.7.0 at which point the experimental markers can be dropped.

**What changed**
- Added runtime experimental warning for MemMachine memory registration:
  - Applied @experimental(feature_name="MemMachine") to memmachine_memory_client.
- Added explicit Experimental warning text in MemMachine package docs:
  - packages/nvidia_nat_memmachine/README.md
  - packages/nvidia_nat_memmachine/src/nat/meta/pypi.md
- Added package maturity classifier:
  - packages/nvidia_nat_memmachine/pyproject.toml
  - Added Development Status :: 3 - Alpha.
- Updated toolkit docs to label MemMachine as Experimental:
  - docs/source/get-started/installation.md
  - docs/source/build-workflows/memory.md
  - docs/source/build-workflows/workflow-configuration.md
  - docs/source/components/agents/auto-memory-wrapper/auto-memory-wrapper.md

## 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

* **Documentation**
  * Marked the MemMachine memory backend as Experimental across docs, README, and PyPI/subpackage notes.
  * Added warnings that the backend is not recommended for production and that behavior/APIs may change without notice.

* **Chores**
  * Updated package metadata/classifiers to reflect alpha/experimental development status.

Authors:
  - Anuradha Karuppiah (https://github.com/AnuradhaKaruppiah)

Approvers:
  - Will Killian (https://github.com/willkill07)

URL: #1854
@rapids-bot rapids-bot bot requested a review from a team as a code owner April 9, 2026 12:42
@GPUtester GPUtester merged commit 2f82a98 into develop Apr 9, 2026
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rapids-bot bot commented Apr 9, 2026

SUCCESS - forward-merge complete.

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2 participants