Update README.md - clarify LLM compatibility

[sbunciak]

Description

Type of change

• Refactor
• New feature
• Bug fix
• CVE fix
• Optimization
• Documentation Update
• Configuration Update
• Bump-up service version
• Bump-up dependent library
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• CI configuration change
• Konflux configuration change
• Unit tests improvement
• Integration tests improvement
• End to end tests improvement

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• I have performed a self-review of my code.
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Testing

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Summary by CodeRabbit

• Documentation
  • Updated the LLM Compatibility section in the README to clarify support for Large Language Model providers, including tested example models and information about how individual model support depends on the specific inference provider implementation.

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[openshift-ci]

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[coderabbitai]

Walkthrough

Updated README.md documentation to clarify that LCS support for Large Language Model providers depends on inference provider implementation within the current Llama Stack version. The change adds contextual notes to the LLM Compatibility section without introducing behavioral modifications.

Changes

Cohort / File(s)	Summary
Documentation update README.md	Updated LLM Compatibility section text to clarify support availability based on inference provider implementation; no functional changes

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

• Documentation wording only; no logic or functional changes to review

Suggested reviewers

• tisnik

Pre-merge checks and finishing touches

✅ Passed checks (3 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly and specifically describes the main change: updating README.md documentation to clarify LLM compatibility information.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.

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[coderabbitai]

Actionable comments posted: 1

📜 Review details

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

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📥 Commits

Reviewing files that changed from the base of the PR and between 4da6c18 and 29f69f5.

📒 Files selected for processing (1)

• README.md (1 hunks)

🧰 Additional context used

🪛 LanguageTool

README.md

[uncategorized] ~166-~166: Possible missing article found.
Context: ...rs. The models listed in the table below represent specific examples that have been ...

(AI_HYDRA_LEO_MISSING_THE)

🪛 markdownlint-cli2 (0.18.1)

README.md

167-167: Strong style
Expected: asterisk; Actual: underscore

(MD050, strong-style)

---

167-167: Strong style
Expected: asterisk; Actual: underscore

(MD050, strong-style)

⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (4)

• GitHub Check: E2E: server mode / ci
• GitHub Check: E2E: library mode / azure
• GitHub Check: E2E: library mode / ci
• GitHub Check: E2E: server mode / azure

🔇 Additional comments (1)

README.md (1)

166-167: Documentation clarification is clear and well-placed.

The updated LLM Compatibility section effectively clarifies the dependency on inference provider implementation. This addition provides important context for users about model support coverage, reducing potential confusion about which models are guaranteed to work versus those dependent on provider-specific setup.

[coderabbitai]

⚠️ Potential issue | 🟡 Minor

Fix markdown style for strong emphasis.

Use asterisks (**Note**) instead of underscores (__Note__) for strong emphasis to maintain consistency with markdown best practices and pass linting checks.

Apply this diff to fix the strong style:

-__Note__: Support for individual models is dependent on the specific inference provider's implementation within the currently supported version of Llama Stack.
+**Note**: Support for individual models is dependent on the specific inference provider's implementation within the currently supported version of Llama Stack.

📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change

	__Note__: Support for individual models is dependent on the specific inference provider's implementation within the currently supported version of Llama Stack.
	**Note**: Support for individual models is dependent on the specific inference provider's implementation within the currently supported version of Llama Stack.

🧰 Tools

🪛 markdownlint-cli2 (0.18.1)

167-167: Strong style
Expected: asterisk; Actual: underscore

(MD050, strong-style)

---

167-167: Strong style
Expected: asterisk; Actual: underscore

(MD050, strong-style)

🤖 Prompt for AI Agents

In README.md around line 167, replace the strong emphasis markers using
underscores with asterisks: change "__Note__:" to "**Note**:" so the line reads
"**Note**: Support for individual models is dependent on the specific inference
provider's implementation within the currently supported version of Llama
Stack." to conform to Markdown best practices and linting.

[tisnik]

LGTM