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security(deps): bump mlflow from 3.5.0 to 3.8.0rc0 in /training/rl#297

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Mar 18, 2026
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security(deps): bump mlflow from 3.5.0 to 3.8.0rc0 in /training/rl#297
WilliamBerryiii merged 3 commits into
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dependabot/pip/training/rl/mlflow-3.8.0rc0

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@dependabot dependabot Bot commented on behalf of github Mar 17, 2026

Bumps mlflow from 3.5.0 to 3.8.0rc0.

Release notes

Sourced from mlflow's releases.

v3.8.0rc0

MLflow 3.8.0rc0 includes several major features and improvements. More features to come in the final 3.8.0 release!

To try out this release candidate:

pip install mlflow==3.8.0rc0

Major Features

  • ⚙️ Prompt Model Configuration: Prompts can now include model configuration, allowing you to associate specific model settings with prompt templates for more reproducible LLM workflows. (#18963, #19174, #19279, @​chenmoneygithub)
  • In-Progress Trace Display: The Traces UI now supports displaying spans from in-progress traces with auto-polling, enabling real-time debugging and monitoring of long-running LLM applications. (#19265, @​B-Step62)
  • ⚖️ DeepEval Judges Integration: New get_judge API enables using DeepEval's evaluation metrics as MLflow scorers, providing access to 20+ evaluation metrics including answer relevancy, faithfulness, and hallucination detection. (#18988, @​smoorjani)
  • 🛡️ Conversational Safety Scorer: New built-in scorer for evaluating safety of multi-turn conversations, analyzing entire conversation histories for hate speech, harassment, violence, and other safety concerns. (#19106, @​joelrobin18)
  • Conversational Tool Call Efficiency Scorer: New built-in scorer for evaluating tool call efficiency in multi-turn agent interactions, detecting redundant calls, missing batching opportunities, and poor tool selections. (#19245, @​joelrobin18)

v3.7.0

MLflow 3.7.0 includes several major features and improvements for GenAI Observability, Evaluation, and Prompt Management.

Major Features

  • 📝 Experiment Prompts UI: New prompts functionality in the experiment UI allows you to manage and search prompts directly within experiments, with support for filter strings and prompt version search in traces. (#19156, #18919, #18906, @​TomeHirata)
  • 💬 Multi-turn Evaluation Support: Enhanced mlflow.genai.evaluate now supports multi-turn conversations, enabling comprehensive assessment of conversational AI applications with DataFrame and list inputs. (#18971, @​AveshCSingh)
  • ⚖️ Trace Comparison: New side-by-side comparison view in the Traces UI allows you to analyze and debug LLM application behavior across different runs, making it easier to identify regressions and improvements. (#17138, @​joelrobin18)
  • 🌐 Gemini TypeScript SDK: Auto-tracing support for Google's Gemini in TypeScript, expanding MLflow's observability capabilities for JavaScript/TypeScript AI applications. (#18207, @​joelrobin18)
  • 🎯 Structured Outputs in Judges: The make_judge API now supports structured outputs, enabling more precise and programmatically consumable evaluation results. (#18529, @​TomeHirata)
  • 🔗 VoltAgent Tracing: Added auto-tracing support for VoltAgent, extending MLflow's observability to this AI agent framework. (#19041, @​joelrobin18)

Breaking Changes

Features

Bug Fixes

... (truncated)

Changelog

Sourced from mlflow's changelog.

CHANGELOG

3.11.0rc0 (2026-03-16)

We're excited to announce MLflow 3.11.0rc0, which includes several notable updates:

Major New Features:

  • 🔍 Automatic Issue Identification: Automatically identify quality issues in your agent with AI! Use the new "Detect Issues" button in the traces table to analyze selected traces and surface potential problems across categories like correctness, safety, and performance. Issues are linked directly to traces for easy investigation and debugging. (#21431, #21204, #21165, #21163, #21161, @​smoorjani, @​serena-ruan)
  • 💰 Gateway Budget Alerts & Limits: Control your AI Gateway spending with configurable budget policies! Set spending limits by time window (daily, weekly, or monthly), receive alerts before hitting limits, and prevent runaway costs with automatic request blocking. The new budget management UI lets you track spending, configure webhooks for notifications, and monitor violations across all your gateway endpoints. (#21116, #21534, #21569, #21473, #21108, @​TomeHirata, @​copilot-swe-agent)
  • 📊 Trace Graph View: Visualize complex trace hierarchies with an interactive graph view! Navigate multi-level trace structures, understand parent-child relationships at a glance, and debug complex systems more effectively with a visual representation of your trace topology. (#20607, @​joelrobin18)
  • 🌐 Native OpenTelemetry GenAI Convention Support: MLflow now natively supports the OpenTelemetry GenAI Semantic Conventions for trace export! When exporting traces via OTLP with MLFLOW_ENABLE_OTEL_GENAI_SEMCONV enabled, MLflow automatically translates them to follow the OTel GenAI semantic conventions, enabling seamless integration with OTel-compatible observability platforms while preserving GenAI-specific metadata. (#21494, #21495, @​B-Step62)
  • 🔧 Opencode Tracing Integration: Debug smarter with Opencode CLI integration! Track and analyze code execution flows directly from your development workflow, making it easier to identify performance bottlenecks and trace issues back to specific code paths. (#20133, @​joelrobin18)
  • UV Package Manager Support: Automatic dependency inference now supports UV! MLflow automatically detects UV projects and captures exact, locked dependencies from your lockfile when logging models, ensuring reproducible environments. (#20344, #20935, @​debu-sinha)
  • 🔒 Pickle-Free Model Serialization: Enhance security with pickle-free model formats! MLflow now supports safer model serialization using torch.export and skops formats, with improved controls when MLFLOW_ALLOW_PICKLE_DESERIALIZATION=False. Comprehensive documentation guides you through migrating existing models to pickle-free formats for production deployments. (#21404, #21188, #20774, @​WeichenXu123)

Breaking Changes:

  • ⚠️ TypeScript SDK Package Renaming: The MLflow TypeScript SDK packages have been renamed to use npm organization scoping. If you're using the TypeScript SDK, update your package.json dependencies and import statements: mlflow-tracing@mlflow/core, mlflow-openai@mlflow/openai, mlflow-anthropic@mlflow/anthropic, mlflow-gemini@mlflow/gemini. All packages are now at version 0.2.0. (#20792, @​B-Step62)

Stay tuned for the full release, which will be packed with even more features and bugfixes.

To try out this release candidate, please run:

pip install mlflow==3.11.0rc0

3.10.1 (2026-03-05)

MLflow 3.10.1 is a patch release that contains some minor feature enhancements, bug fixes, and documentation updates.

Features:

Bug fixes:

... (truncated)

Commits
  • 23ec3fb Run python3 dev/update_mlflow_versions.py pre-release ... (#19387)
  • 3bf2844 Fix non-reproducible code examples in deep-learning.mdx (#19376)
  • 995412d fix: Confusing documentation for mlflow.genai.evaluate() (#19380)
  • 9169bd7 AgentServer: add proxy helper (#19323)
  • 62d6aae Refactor test to use pytest.mark.parametrize (#19373)
  • 44736a5 [Bug fix] Traces UI: Support filtering on assessments with multiple values (e...
  • ff1728c Remove sklearn_version parameterization from `test_spark_udf_env_manager_ca...
  • e35e11a Use db_uri fixture in test_rest_store_webhooks.py to skip database migrat...
  • 9d8c5e5 Replace pyfunc_serve_and_score_model with score_model_in_process in `test...
  • a9bf958 Remove obsolete conda-forge mirror workaround from setup-python action (#19367)
  • Additional commits viewable in compare view

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Bumps [mlflow](https://github.com/mlflow/mlflow) from 3.5.0 to 3.8.0rc0.
- [Release notes](https://github.com/mlflow/mlflow/releases)
- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md)
- [Commits](mlflow/mlflow@v3.5.0...v3.8.0rc0)

---
updated-dependencies:
- dependency-name: mlflow
  dependency-version: 3.8.0rc0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot Bot added dependencies Dependency version updates python Pull requests that update python code training labels Mar 17, 2026
@github-actions github-actions Bot changed the title chore(deps): bump mlflow from 3.5.0 to 3.8.0rc0 in /training/rl security(deps): bump mlflow from 3.5.0 to 3.8.0rc0 in /training/rl Mar 17, 2026
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github-actions Bot commented Mar 17, 2026

Dependency Review

✅ No vulnerabilities or license issues or OpenSSF Scorecard issues found.

OpenSSF Scorecard

PackageVersionScoreDetails
pip/mlflow 3.8.0rc0 UnknownUnknown

Scanned Files

  • training/rl/requirements.txt

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codecov-commenter commented Mar 17, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 38.37%. Comparing base (1534462) to head (68dae62).

Additional details and impacted files
@@           Coverage Diff           @@
##             main     #297   +/-   ##
=======================================
  Coverage   38.37%   38.37%           
=======================================
  Files          73       73           
  Lines        8579     8579           
  Branches      497      497           
=======================================
  Hits         3292     3292           
  Misses       5277     5277           
  Partials       10       10           
Flag Coverage Δ *Carryforward flag
pester 79.87% <ø> (ø)
pytest 6.89% <ø> (ø) Carriedforward from acbab4e
pytest-dataviewer 61.98% <ø> (ø)

*This pull request uses carry forward flags. Click here to find out more.

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
  • 📦 JS Bundle Analysis: Save yourself from yourself by tracking and limiting bundle sizes in JS merges.

@WilliamBerryiii WilliamBerryiii merged commit e9929df into main Mar 18, 2026
25 checks passed
@WilliamBerryiii WilliamBerryiii deleted the dependabot/pip/training/rl/mlflow-3.8.0rc0 branch March 18, 2026 22:50
WilliamBerryiii pushed a commit that referenced this pull request Mar 26, 2026
🤖 I have created a release *beep* *boop*
---


##
[0.5.0](v0.4.0...v0.5.0)
(2026-03-26)


### ✨ Features

* add dataviewer web application for dataset analysis and annotation
([#375](#375))
([c44d7bb](c44d7bb))
* add return type annotations to cli_args functions
([#476](#476))
([35523ee](35523ee))
* add YAML config schema with pydantic validation for ROS 2 recording
([#376](#376))
([1fa5243](1fa5243))
* **agents:** Copilot agents and skills for dataviewer and OSMO training
workflows.
([#444](#444))
([8b72daf](8b72daf))
* **build:** add automated ms.date freshness checking
([#448](#448))
([f92ddbc](f92ddbc))
* **build:** add CLA section, Dependabot security prefix, and OWASP ZAP
DAST scan
([#241](#241))
([083a8af](083a8af))
* **build:** add coverage.py configuration to pyproject.toml
([#428](#428))
([eac7426](eac7426))
* **build:** add Go CI pipeline with golangci-lint and go test
([#351](#351))
([b27e4fb](b27e4fb))
* **build:** add OpenSSF Scorecard workflow and badge
([#431](#431))
([98a62e7](98a62e7))
* **build:** add release artifact signing and SBOM attestation
([#480](#480))
([b226e96](b226e96))
* **build:** add TFLint reusable GitHub Actions workflow
([#229](#229))
([34d5575](34d5575))
* **build:** split Go CI into separate lint and test pipelines
([#354](#354))
([2dec155](2dec155))
* **dataviewer:** add authentication middleware and CSRF protection for
mutation endpoints
([#432](#432))
([77c8a01](77c8a01))
* **docs:** create training documentation hub with guides and migration
([#380](#380))
([0fdccc5](0fdccc5))
* **docs:** port Docusaurus documentation site with full build
validation
([#182](#182))
([29dd640](29dd640))
* fix and deploy dataviewer
([#498](#498))
([c922d49](c922d49))
* **inference:** add AzureML and local LeRobot inference workflows
([#438](#438))
([f7d786a](f7d786a))
* **inference:** add MLflow trajectory plots and multi-source support to
OSMO inference workflow
([#421](#421))
([8637458](8637458))
* **infra:** add blob storage lifecycle policies and folder structure
([#179](#179))
([101a6e8](101a6e8))
* **infrastructure:** add optional observability and compute feature
flags
([#437](#437))
([9eba0da](9eba0da))
* **infrastructure:** add private Linux Isaac Sim VM deployment option
([#348](#348))
([3748c2d](3748c2d))
* **infrastructure:** add terraform-docs auto-generation pipeline
([#358](#358))
([6565caa](6565caa))
* **infrastructure:** harden Isaac Sim VM deployment with encryption and
spot options
([#355](#355))
([6ebc1f2](6ebc1f2))
* **repo:** migrate to domain-driven architecture
([#270](#270))
([a339e70](a339e70))
* **scripts:** add --config-preview and deployment summary to submission
scripts
([#499](#499))
([4069806](4069806))
* **scripts:** add Copilot attribution footer validation to frontmatter
linting
([#378](#378))
([4d595f2](4d595f2))
* **src:** add dataviewer web application with storage adapter layer
([#404](#404))
([8a9fb70](8a9fb70))


### 🐛 Bug Fixes

* **build:** add GHSA to cspell custom dictionary
([#315](#315))
([67db81a](67db81a))
* **build:** correct codecov report_type input for terraform test
uploads
([#324](#324))
([d90d66d](d90d66d))
* **build:** expand CODEOWNERS coverage to critical paths
([#505](#505))
([bafade1](bafade1))
* **build:** pin Docker base image and pip dependencies with Dependabot
coverage
([#497](#497))
([d3d7ea4](d3d7ea4))
* **build:** pin pydantic version and use uv in config schema validation
workflow
([#493](#493))
([28d823f](28d823f))
* **build:** pin uv installer to versioned URL
([#495](#495))
([8d8541b](8d8541b))
* **build:** remediate GHSA vulnerabilities flagged by OSSF Scorecard
([#271](#271))
([49b6e58](49b6e58))
* **build:** remove README frontmatter, add FrontmatterExcludePaths,
enforce Pester 5
([#443](#443))
([641d0f3](641d0f3))
* **build:** resolve CI failures for release 0.5.0 PR
([#174](#174))
([62c9900](62c9900))
* **build:** resolve codecov PR comment suppression
([#523](#523))
([5603bd7](5603bd7))
* **build:** use npm ci for deterministic frontend dependency install
([#491](#491))
([ee8b5d3](ee8b5d3)),
closes
[#490](#490)
* **ci:** add `wait_for_ci` to Codecov configuration
([#183](#183))
([370cf44](370cf44))
* **CI:** Issue 116 clean up dataviewer tests
([#184](#184))
([f466c23](f466c23))
* **ci:** pin pydantic to ==2.12.5 across all references
([#230](#230))
([9d841d5](9d841d5))
* **dataviewer:** add HTTP Range support for blob video streaming
([#165](#165))
([8adde50](8adde50))
* **dataviewer:** remediate CodeQL alerts and align ruff config
([#419](#419))
([eb6fac9](eb6fac9))
* **dataviewer:** remediate path traversal and input validation
vulnerabilities
([#413](#413))
([0a1d2ca](0a1d2ca))
* **docs:** remove trailingSlash: false for GitHub Pages compatibility
([#228](#228))
([a78cb97](a78cb97))
* **gpu:** add GPU Operator validation dependencies to GRID driver
installer
([#441](#441))
([eec42da](eec42da))
* **infrastructure:** add zone-redundant config to VPN gateway public IP
([#352](#352))
([2d734f4](2d734f4))
* **infrastructure:** improve stdout handling for helm commands in GPU…
([#311](#311))
([153f467](153f467))
* **infrastructure:** resolve remaining TFLint violations in SIL module
and example configs
([#298](#298))
([c0ce3e5](c0ce3e5))
* **infrastructure:** resolve TFLint violations in root and automation
modules
([#287](#287))
([b6a4604](b6a4604)),
closes
[#203](#203)
* **infrastructure:** update deprecated bgp vng variable name
([#307](#307))
([f530734](f530734))
* **scripts:** pin uv version in OSMO workflow templates
([#500](#500))
([7edf13a](7edf13a))
* **scripts:** replace lambda with def in lerobot_handler to satisfy R…
([#176](#176))
([baf9e58](baf9e58))
* **scripts:** support OSMO control-plane deploys with in-cluster Redis
([#317](#317))
([d4b70de](d4b70de))
* **scripts:** update compute target name derivation logic
([#319](#319))
([bb20431](bb20431))
* **settings:** update devcontainer name to match project context
([#177](#177))
([745321e](745321e))
* **terraform:** create PostgreSQL Key Vault secret via ARM control
plane
([#304](#304))
([5d73b81](5d73b81))
* **terraform:** gate observability with feature flags
([#303](#303))
([ea5e056](ea5e056))
* **terraform:** switch VPN gateway defaults to AZ SKUs
([#309](#309))
([74989c5](74989c5))
* **training:** correct learning rate mapping and pin LeRobot version
([#439](#439))
([5cf9943](5cf9943))
* **workflows:** enable SARIF upload for dependency-pinning scans
([#502](#502))
([124cad6](124cad6)),
closes
[#501](#501)
* **workflows:** remove redundant top-level permissions from
codeql-analysis
([#489](#489))
([1490fda](1490fda))
* **workflows:** use bash shell for uv.lock regeneration and add SARIF
to dictionary
([#225](#225))
([e6fa6ea](e6fa6ea))


### 📚 Documentation

* add chunking and compression configuration guide for Jetson edge
recording
([#408](#408))
([787a322](787a322))
* add OpenSSF Best Practices badge to README
([#282](#282))
([01ea384](01ea384))
* add threat model cross-reference to SECURITY.md
([#235](#235))
([88a461e](88a461e))
* add vulnerability remediation timeline to SECURITY.md
([#233](#233))
([5ead3ee](5ead3ee))
* **contributing:** remove version-specific planning language from
ownership tip
([#407](#407))
([3191f9b](3191f9b))
* **deploy:** replace deploy/ READMEs with pointer files
([#379](#379))
([b3c3abb](b3c3abb))
* **docs:** add bug report response timeline for OSSF report_responses
criterion
([#485](#485))
([9b26212](9b26212))
* **docs:** add component update process for OpenSSF Silver badge
([#446](#446))
([6adc8a2](6adc8a2))
* **docs:** Add data collection and training recipes
([#343](#343))
([9c34f86](9c34f86))
* **docs:** add deprecation policy for external interfaces
([#445](#445))
([229d5db](229d5db))
* **docs:** add structure for recipes in repo
([#322](#322))
([098757b](098757b))
* **docs:** add YAML frontmatter to SUPPORT.md
([#478](#478))
([d94c15d](d94c15d)),
closes
[#347](#347)
* **docs:** clarify issue assignment requirement before starting work
([#299](#299))
([1534462](1534462))
* **docs:** create inference and training docs hubs
([#402](#402))
([7a20a2e](7a20a2e))
* **docs:** create reference hub and migrate script documentation
([#503](#503))
([03a31c6](03a31c6))
* **docs:** create training and inference documentation hubs
([#403](#403))
([7be003b](7be003b))
* **operations:** create operations hub and troubleshooting guide
([#525](#525))
([31c7aaa](31c7aaa))
* **reference:** add copilot artifacts documentation hub
([#170](#170))
([9a45ca4](9a45ca4))
* simplify root README and update prerequisites
([#440](#440))
([c0c7710](c0c7710))


### ♻️ Code Refactoring

* **build:** align Python dependency workflows with uv
([#447](#447))
([3102e03](3102e03))
* **docs:** rename Docusaurus site to Physical AI Toolchain
([#224](#224))
([cfdf47a](cfdf47a))
* **infrastructure:** rename boolean variables to `should_` prefix and
add missing core variables
([#292](#292))
([4496593](4496593))
* **python:** move runtime deps to workflow pyproject manifests
([#405](#405))
([6c5fbeb](6c5fbeb))


### 📦 Build System

* **build:** add Codecov upload to pytest workflow
([#434](#434))
([0110c17](0110c17))
* **deps-dev:** bump the npm_and_yarn group across 2 directories with 1
update
([#325](#325))
([59cf9e6](59cf9e6))
* **workflows:** enable coverage parameters and fix Pester test
infrastructure
([#435](#435))
([528bbde](528bbde))


### 🔧 Miscellaneous

* add gomod to cspell general-technical wordlist
([#362](#362))
([1f93f47](1f93f47))
* **build:** add codecov.yml for unified coverage reporting
([#430](#430))
([b0faf70](b0faf70))
* **build:** add Go toolchain devcontainer feature and Dependabot gomod
([#337](#337))
([8a36620](8a36620))
* **deps:** bump cryptography from 45.0.7 to 46.0.5 in /src/training
([#506](#506))
([a06434e](a06434e))
* **deps:** bump minimatch in /src/dataviewer/frontend
([#416](#416))
([38a7607](38a7607))
* **deps:** bump pyasn1 from 0.6.2 to 0.6.3 in /training/rl
([#296](#296))
([7b42cf5](7b42cf5))
* **deps:** bump rollup in /src/dataviewer/frontend
([#417](#417))
([6302ce4](6302ce4))
* **deps:** bump the common-dependencies group in /src/common with 3
updates
([#507](#507))
([db05074](db05074))
* **deps:** bump the github-actions group across 1 directory with 6
updates
([#284](#284))
([c40eff6](c40eff6))
* **deps:** bump the github-actions group across 1 directory with 6
updates
([#433](#433))
([2d9dd4f](2d9dd4f))
* **deps:** bump the github-actions group across 1 directory with 6
updates
([#510](#510))
([c334a64](c334a64))
* **deps:** bump the github-actions group with 2 updates
([#163](#163))
([f25713e](f25713e))
* **deps:** bump the inference-dependencies group in /evaluation with 3
updates
([#279](#279))
([1d2d3dc](1d2d3dc))
* **deps:** bump the inference-dependencies group in /src/inference with
5 updates
([#508](#508))
([2852ffb](2852ffb))
* **deps:** bump the lerobot-inference-dependencies group in
/workflows/azureml with 4 updates
([#511](#511))
([b7c5773](b7c5773))
* **deps:** bump the npm_and_yarn group across 2 directories with 1
update
([#223](#223))
([6a261ab](6a261ab))
* **deps:** bump the training-dependencies group
([#429](#429))
([66e43f4](66e43f4))
* **deps:** bump tornado from 6.5.4 to 6.5.5 in the uv group across 1
directory
([#172](#172))
([d6caf29](d6caf29))
* **docs:** correct ms.date tooling and refresh stale documentation
([#349](#349))
([ccaa1e8](ccaa1e8))
* **infrastructure:** add Go module and golangci-lint config for e2e
tests
([#347](#347))
([e0e6bbf](e0e6bbf))
* **infrastructure:** add root .terraform-docs.yml configuration
([#312](#312))
([bb73bbb](bb73bbb))
* migrate references from Azure-Samples to
microsoft/physical-ai-toolchain
([f58f0ef](f58f0ef))
* **workflows:** update Dependabot, CodeQL, CODEOWNERS, and cspell for
dataviewer coverage
([#231](#231))
([6d8c2e8](6d8c2e8))


### 🔒 Security

* **deps:** bump mlflow from 3.5.0 to 3.8.0rc0 in /training/rl
([#297](#297))
([e9929df](e9929df))
* **deps:** bump the github-actions group across 1 directory with 4
updates
([#344](#344))
([6826929](6826929))
* **deps:** bump the inference-dependencies group in /evaluation with 2
updates
([#339](#339))
([6804630](6804630))
* **deps:** bump the npm_and_yarn group across 3 directories with 1
update
([#361](#361))
([6760857](6760857))
* **deps:** bump the training-dependencies group across 1 directory with
54 updates
([#286](#286))
([d9ae04f](d9ae04f))
* **deps:** bump the uv group across 3 directories with 1 update
([#360](#360))
([dfbda06](dfbda06))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: physical-ai-toolchain-release[bot] <267194360+physical-ai-toolchain-release[bot]@users.noreply.github.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Bill Berry <wbery@microsoft.com>
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