feat: add OVMSAdapter#498
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Pull request overview
This PR introduces a new OVMSAdapter to enable running Model API wrappers against models served by OpenVINO Model Server (OVMS) via the Triton HTTP client, and wires it into model creation, docs, examples, and CI.
Changes:
- Added
OVMSAdapterimplementation plus unit tests for URL parsing. - Updated Model API to auto-detect OVMS model URLs and instantiate
OVMSAdapter. - Added docs/examples and a new CI job to exercise the serving API flow end-to-end.
Reviewed changes
Copilot reviewed 14 out of 16 changed files in this pull request and generated 20 comments.
Show a summary per file
| File | Description |
|---|---|
src/model_api/adapters/ovms_adapter.py |
New inference adapter for OVMS using tritonclient.http |
tests/unit/adapters/test_ovms_adapter.py |
Unit tests for OVMSAdapter.parse_model_arg() |
src/model_api/models/model.py |
Auto-detect OVMS URLs in create_model(); minor param access/error message updates |
src/model_api/tilers/tiler.py |
Adjusts rt_info exception handling during tiler config loading |
src/model_api/adapters/__init__.py |
Exports OVMSAdapter from the adapters package |
src/model_api/adapters/ovms_adapter.md |
New adapter documentation (usage, OVMS setup) |
docs/source/adapters/ovms_adapter.md |
Adds Sphinx docs page for the OVMS adapter |
docs/source/adapters/index.md |
Adds OVMS adapter to adapter docs index |
examples/serving_api/run.py |
New runnable serving example using an OVMS URL |
examples/serving_api/README.md |
New instructions for the serving example |
pyproject.toml |
Adds optional dependency extra ovms for tritonclient[http] |
src/README.md |
Updates package README with OVMS adapter info |
README.md |
Updates top-level README to mention serving and OVMS |
.github/workflows/pre_commit.yml |
Adds a new serving_api-tests CI job using OVMS docker image |
.gitignore |
Ignores ovms_models/ generated during serving tests |
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AlexanderBarabanov
previously approved these changes
Mar 2, 2026
mgumowsk
previously approved these changes
Mar 2, 2026
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
6bfd42a
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Pull request overview
Copilot reviewed 14 out of 16 changed files in this pull request and generated 7 comments.
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
mgumowsk
previously approved these changes
Mar 3, 2026
mgumowsk
approved these changes
Mar 5, 2026
mramotowski
approved these changes
Mar 5, 2026
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What does this PR do?
This PR re-introduces a new OVMSAdapter to enable running Model API wrappers against models served by OpenVINO Model Server (OVMS) via the Triton HTTP client, and wires it into model creation, docs, examples, and CI.
Fixes #495
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