fix: update Readme file based on review comments

Signed-off-by: Debarati Basu-Nag <dbasunag@redhat.com>

Author: dbasunag

tests/cluster_health/README.md

@@ -39,23 +39,18 @@ Tests use the following markers defined in `pytest.ini`:
 ### Run All Cluster Health Tests
 
 ```bash
-pytest tests/cluster_health/
+uv run pytest tests/cluster_health/
 ```
 
 ### Run by Marker
 
 ```bash
 # Run cluster node health tests
-pytest -m cluster_health
+uv run pytest -m cluster_health
 
 # Run operator health tests
-pytest -m operator_health
+uv run pytest -m operator_health
 
 # Run both
-pytest -m "cluster_health or operator_health"
+uv run pytest -m "cluster_health or operator_health"
 ```
-
-## Additional Resources
-
-- [OpenDataHub Documentation](https://opendatahub.io/docs)
-- [OpenShift AI Documentation](https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed)

tests/fixtures/README.md

@@ -72,8 +72,3 @@ def test_with_vector_db(vector_io_provider_deployment_config_factory):
 ## Adding New Fixtures
 
 When adding shared fixtures, place them in the appropriate module file (or create a new one), and register the new module in `/tests/conftest.py` under `pytest_plugins`. Follow the project's fixture conventions: use noun-based names, narrowest appropriate scope, and context managers for resource lifecycle.
-
-## Additional Resources
-
-- [OpenDataHub Documentation](https://opendatahub.io/docs)
-- [OpenShift AI Documentation](https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed)

tests/llama_stack/README.md

@@ -88,23 +88,23 @@ LLS_FILES_S3_AUTO_CREATE_BUCKET=true             # Optional
 To run all tests in the `/tests/llama_stack` directory:
 
 ```bash
-pytest tests/llama_stack/
+uv run pytest tests/llama_stack/
 ```
 
 ### Run Tests by Component/Team
 
 To run tests for a specific team (e.g. rag):
 
 ```bash
-pytest -m rag tests/llama_stack/
+uv run pytest -m rag tests/llama_stack/
 ```
 
 ### Run Tests for a llama-stack API
 
 To run tests for a specific API (e.g., vector_io):
 
 ```bash
-pytest tests/llama_stack/vector_io
+uv run pytest tests/llama_stack/vector_io
 ```
 
 ### Run Tests with Additional Markers
@@ -113,10 +113,10 @@ You can combine team markers with other pytest markers:
 
 ```bash
 # Run only smoke tests for rag
-pytest -m "rag and smoke" tests/llama_stack/
+uv run pytest -m "rag and smoke" tests/llama_stack/
 
 # Run all rag tests except the ones requiring a GPU
-pytest -m "rag and not gpu" tests/llama_stack/
+uv run pytest -m "rag and not gpu" tests/llama_stack/
 ```
 
 ## Related Testing Repositories
@@ -145,5 +145,3 @@ For information about the APIs and Providers available in the Red Hat LlamaStack
 ## Additional Resources
 
 - [Llama Stack Documentation](https://llamastack.github.io/docs/)
-- [OpenDataHub Documentation](https://opendatahub.io/docs)
-- [OpenShift AI Documentation](https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed)

tests/model_explainability/README.md

@@ -86,40 +86,38 @@ model_explainability/
 ### Run All Model Explainability Tests
 
 ```bash
-pytest tests/model_explainability/
+uv run pytest tests/model_explainability/
 ```
 
 ### Run Tests by Component
 
 ```bash
 # Run TrustyAI Service tests
-pytest tests/model_explainability/trustyai_service/
+uv run pytest tests/model_explainability/trustyai_service/
 
 # Run Guardrails tests
-pytest tests/model_explainability/guardrails/
+uv run pytest tests/model_explainability/guardrails/
 
 # Run LM Eval tests
-pytest tests/model_explainability/lm_eval/
+uv run pytest tests/model_explainability/lm_eval/
 
 # Run EvalHub tests
-pytest tests/model_explainability/evalhub/
+uv run pytest tests/model_explainability/evalhub/
 ```
 
 ### Run Tests with Markers
 
 ```bash
 # Run only smoke tests
-pytest -m "model_explainability and smoke" tests/model_explainability/
+uv run pytest -m "model_explainability and smoke" tests/model_explainability/
 
 # Run drift detection tests
-pytest tests/model_explainability/trustyai_service/drift/
+uv run pytest tests/model_explainability/trustyai_service/drift/
 
 # Run fairness tests
-pytest tests/model_explainability/trustyai_service/fairness/
+uv run pytest tests/model_explainability/trustyai_service/fairness/
 ```
 
 ## Additional Resources
 
 - [TrustyAI Documentation](https://github.com/trustyai-explainability)
-- [OpenDataHub Documentation](https://opendatahub.io/docs)
-- [OpenShift AI Documentation](https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed)

tests/model_registry/README.md

@@ -61,6 +61,7 @@ model_registry/
 @pytest.mark.smoke                 # Critical smoke tests
 @pytest.mark.tier1                 # Tier 1 tests
 @pytest.mark.tier2                 # Tier 2 tests
+@pytest.mark.tier3                 # Tier 3 tests, includes negative tests
 @pytest.mark.custom_namespace      # Custom namespace tests
 @pytest.mark.component_health      # Component health checks
 @pytest.mark.skip_on_disconnected  # Requires internet connectivity
@@ -85,40 +86,38 @@ Tests are parametrized across multiple database backends:
 ### Run All Model Registry Tests
 
 ```bash
-pytest tests/model_registry/
+uv run pytest tests/model_registry/
 ```
 
 ### Run Tests by Component
 
 ```bash
 # Run core registry tests
-pytest tests/model_registry/model_registry/
+uv run pytest tests/model_registry/model_registry/
 
 # Run catalog tests
-pytest tests/model_registry/model_catalog/
+uv run pytest tests/model_registry/model_catalog/
 
 # Run MCP server tests
-pytest tests/model_registry/mcp_servers/
+uv run pytest tests/model_registry/mcp_servers/
 
 # Run HuggingFace integration tests
-pytest tests/model_registry/model_catalog/huggingface/
+uv run pytest tests/model_registry/model_catalog/huggingface/
 ```
 
 ### Run Tests with Markers
 
 ```bash
 # Run smoke tests
-pytest -m smoke tests/model_registry/
+uv run pytest -m smoke tests/model_registry/
 
 # Run RBAC tests
-pytest tests/model_registry/model_registry/rbac/
+uv run pytest tests/model_registry/model_registry/rbac/
 
 # Run upgrade tests
-pytest -m pre_upgrade tests/model_registry/
+uv run pytest -m pre_upgrade tests/model_registry/
 ```
 
 ## Additional Resources
 
 - [Model Registry Documentation](https://github.com/kubeflow/model-registry)
-- [OpenDataHub Documentation](https://opendatahub.io/docs)
-- [OpenShift AI Documentation](https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed)

tests/model_serving/README.md

@@ -112,42 +112,42 @@ model_serving/
 ### Run All Model Serving Tests
 
 ```bash
-pytest tests/model_serving/
+uv run pytest tests/model_serving/
 ```
 
 ### Run Tests by Component
 
 ```bash
 # Run vLLM runtime tests
-pytest tests/model_serving/model_runtime/vllm/
+uv run pytest tests/model_serving/model_runtime/vllm/
 
 # Run OpenVINO tests
-pytest tests/model_serving/model_runtime/openvino/
+uv run pytest tests/model_serving/model_runtime/openvino/
 
 # Run KServe platform tests
-pytest tests/model_serving/model_server/kserve/
+uv run pytest tests/model_serving/model_server/kserve/
 
 # Run MaaS billing tests
-pytest tests/model_serving/maas_billing/
+uv run pytest tests/model_serving/maas_billing/
 
 # Run LLMD tests
-pytest tests/model_serving/model_server/llmd/
+uv run pytest tests/model_serving/model_server/llmd/
 ```
 
 ### Run Tests with Markers
 
 ```bash
 # Run smoke tests
-pytest -m smoke tests/model_serving/
+uv run pytest -m smoke tests/model_serving/
 
 # Run GPU tests only
-pytest -m gpu tests/model_serving/
+uv run pytest -m gpu tests/model_serving/
 
 # Run raw deployment tests
-pytest -m rawdeployment tests/model_serving/
+uv run pytest -m rawdeployment tests/model_serving/
 
 # Run tests excluding GPU
-pytest -m "not gpu" tests/model_serving/
+uv run pytest -m "not gpu" tests/model_serving/
 ```
 
 ## Additional Resources
@@ -156,5 +156,3 @@ pytest -m "not gpu" tests/model_serving/
 - [vLLM Documentation](https://docs.vllm.ai/)
 - [OpenVINO Documentation](https://docs.openvino.ai/)
 - [Triton Inference Server](https://github.com/triton-inference-server/server)
-- [OpenDataHub Documentation](https://opendatahub.io/docs)
-- [OpenShift AI Documentation](https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed)

tests/workbenches/README.md

@@ -33,34 +33,29 @@ workbenches/
 ### Run All Workbenches Tests
 
 ```bash
-pytest tests/workbenches/
+uv run pytest tests/workbenches/
 ```
 
 ### Run Tests by Component
 
 ```bash
 # Run ImageStream health tests
-pytest tests/workbenches/test_imagestream_health.py
+uv run pytest tests/workbenches/test_imagestream_health.py
 
 # Run notebook spawning tests
-pytest tests/workbenches/notebook-controller/test_spawning.py
+uv run pytest tests/workbenches/notebook-controller/test_spawning.py
 
 # Run custom image validation tests
-pytest tests/workbenches/notebook-controller/test_custom_images.py
+uv run pytest tests/workbenches/notebook-controller/test_custom_images.py
 ```
 
 ### Run Tests with Markers
 
 ```bash
 # Run smoke tests only
-pytest -m smoke tests/workbenches/
-
-# Run all except slow tests
-pytest -m "not slow" tests/workbenches/
+uv run pytest -m smoke tests/workbenches/
 ```
 
 ## Additional Resources
 
 - [Kubeflow Notebook Controller](https://github.com/kubeflow/kubeflow/tree/master/components/notebook-controller)
-- [OpenDataHub Documentation](https://opendatahub.io/docs)
-- [OpenShift AI Documentation](https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed)