Skip to content

Livekit Agents Integration in Mlflow#20439

Merged
B-Step62 merged 5 commits intomlflow:masterfrom
joelrobin18:feat/livekit_integration
Feb 3, 2026
Merged

Livekit Agents Integration in Mlflow#20439
B-Step62 merged 5 commits intomlflow:masterfrom
joelrobin18:feat/livekit_integration

Conversation

@joelrobin18
Copy link
Collaborator

@joelrobin18 joelrobin18 commented Jan 29, 2026

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

Livekit Agents Integration

How is this PR tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests
Livekit Agents

Does this PR require documentation update?

  • No. You can skip the rest of this section.
  • Yes. I've updated:
    • Examples
    • API references
    • Instructions

Release Notes

Is this a user-facing change?

  • No. You can skip the rest of this section.
  • Yes. Give a description of this change to be included in the release notes for MLflow users.

Livekit Agents Integration

What component(s), interfaces, languages, and integrations does this PR affect?

Components

  • area/tracking: Tracking Service, tracking client APIs, autologging
  • area/models: MLmodel format, model serialization/deserialization, flavors
  • area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
  • area/scoring: MLflow Model server, model deployment tools, Spark UDFs
  • area/evaluation: MLflow model evaluation features, evaluation metrics, and evaluation workflows
  • area/gateway: MLflow AI Gateway client APIs, server, and third-party integrations
  • area/prompts: MLflow prompt engineering features, prompt templates, and prompt management
  • area/tracing: MLflow Tracing features, tracing APIs, and LLM tracing functionality
  • area/projects: MLproject format, project running backends
  • area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
  • area/build: Build and test infrastructure for MLflow
  • area/docs: MLflow documentation pages

How should the PR be classified in the release notes? Choose one:

  • rn/none - No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" section
  • rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
  • rn/feature - A new user-facing feature worth mentioning in the release notes
  • rn/bug-fix - A user-facing bug fix worth mentioning in the release notes
  • rn/documentation - A user-facing documentation change worth mentioning in the release notes

Should this PR be included in the next patch release?

Yes should be selected for bug fixes, documentation updates, and other small changes. No should be selected for new features and larger changes. If you're unsure about the release classification of this PR, leave this unchecked to let the maintainers decide.

What is a minor/patch release?
  • Minor release: a release that increments the second part of the version number (e.g., 1.2.0 -> 1.3.0).
    Bug fixes, doc updates and new features usually go into minor releases.
  • Patch release: a release that increments the third part of the version number (e.g., 1.2.0 -> 1.2.1).
    Bug fixes and doc updates usually go into patch releases.
  • Yes (this PR will be cherry-picked and included in the next patch release)
  • No (this PR will be included in the next minor release)

@joelrobin18
Livekit Integration
e7b256f 
Signed-off-by: joelrobin18 <joelrobin1818@gmail.com>
@github-actions github-actions bot added area/tracing MLflow Tracing and its integrations rn/feature Mention under Features in Changelogs. labels Jan 29, 2026
@github-actions
Copy link
Contributor

github-actions bot commented Jan 29, 2026

🛠 DevTools 🛠

Install mlflow from this PR

# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/20439/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/20439/merge#subdirectory=libs/skinny

For Databricks, use the following command:

%sh curl -LsSf https://raw.githubusercontent.com/mlflow/mlflow/HEAD/dev/install-skinny.sh | sh -s pull/20439/merge

@github-actions
Copy link
Contributor

github-actions bot commented Jan 29, 2026 •
edited
Loading

Documentation preview for c429c6d is available at:

Changed Pages (1)

More info
  • Ignore this comment if this PR does not change the documentation.
  • The preview is updated when a new commit is pushed to this PR.
  • This comment was created by this workflow run.
  • The documentation was built by this workflow run.

@joelrobin18
Lint
d2e5455 
Signed-off-by: joelrobin18 <joelrobin1818@gmail.com>
@joelrobin18 joelrobin18 force-pushed the feat/livekit_integration branch from a83e828 to d2e5455 Compare January 29, 2026 07:51
B-Step62
B-Step62 approved these changes Feb 2, 2026
View reviewed changes
Copy link
Collaborator

@B-Step62 B-Step62 left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Overall LGTM!

docs/docs/genai/tracing/integrations/listing/livekit.mdx Outdated

## Next Steps

- [Evaluate the Agent](/genai/eval-monitor/running-evaluation/agents): Learn how to evaluate the agent's performance.
Copy link
Collaborator

@B-Step62 B-Step62 Feb 2, 2026

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Let's use the TilesGrid pattern for consistency

@joelrobin18
feedbacks
998bc2e 
Signed-off-by: joelrobin18 <joelrobin1818@gmail.com>
@joelrobin18
merge master
fe7b18c 
Signed-off-by: joelrobin18 <joelrobin1818@gmail.com>
@joelrobin18
merge master
c429c6d 
Signed-off-by: joelrobin18 <joelrobin1818@gmail.com>
@joelrobin18 joelrobin18 requested a review from B-Step62 February 3, 2026 00:43
@B-Step62 B-Step62 added this pull request to the merge queue Feb 3, 2026
Merged via the queue into mlflow:master with commit db4f669 Feb 3, 2026
55 checks passed
@joelrobin18 joelrobin18 changed the title Livekit Agents Integration Livekit Agents Integration in Mlflow Feb 18, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

@B-Step62 B-Step62 Awaiting requested review from B-Step62

Assignees

@B-Step62 B-Step62

Labels

area/tracing MLflow Tracing and its integrations rn/feature Mention under Features in Changelogs. v3.10.0

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

2 participants

@joelrobin18 @B-Step62