LCORE-1249: benchmarks devel dependency

[tisnik]

Description

LCORE-1249: benchmarks devel dependency

Type of change

• Refactor
• New feature
• Bug fix
• CVE fix
• Optimization
• Documentation Update
• Configuration Update
• Bump-up service version
• Bump-up dependent library
• Bump-up library or tool used for development (does not change the final image)
• CI configuration change
• Konflux configuration change
• Unit tests improvement
• Integration tests improvement
• End to end tests improvement
• Benchmarks

Tools used to create PR

• Assisted-by: N/A
• Generated by: N/A

Related Tickets & Documents

• Related Issue #LCORE-1249

Summary by CodeRabbit

• New Features

  • Added performance benchmarking support and a Make target to run benchmarks.

• Documentation

  • Updated Make targets list to include: run-llama-stack, test-e2e-local, generate-documentation, konflux-requirements, and reorganized help information.

• Chores

  • Added pytest-benchmark to development dependencies.

_{✏️ Tip: You can customize this high-level summary in your review settings.}

[coderabbitai]

Walkthrough

Adds a new Makefile target "benchmarks" to run pytest against tests/benchmarks, documents various make targets in README.md, and adds pytest-benchmark>=5.2.3 to dev dependencies in pyproject.toml.

Changes

Cohort / File(s)	Summary
Build & Dev deps Makefile, pyproject.toml	Added benchmarks Make target to run pytest -q tests/benchmarks (via uv); added pytest-benchmark>=5.2.3 to dev dependencies.
Documentation README.md	Updated Make targets section: added entries for help, run-llama-stack, test-e2e-local, generate-documentation, and konflux-requirements (consolidated target listings).

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

Possibly related PRs

• LCORE-1249: stub for benchmarks #1084: Adds Makefile benchmarks target and pytest-benchmark dependency (directly related integration).
• LCORE-1280: Updated tests doc #1085: Introduces tests/benchmarks suite and supporting config to be executed by the new target.
• LCORE-583: print all Makefile targets #477: Modifies Makefile target listing/help generation; related to Makefile target documentation changes.

Suggested reviewers

• radofuchs

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title directly addresses the main change: adding benchmarks as a development dependency with the ticket reference LCORE-1249.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

_{✏️ Tip: You can configure your own custom pre-merge checks in the settings.}

✨ Finishing touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment

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[coderabbitai]

Actionable comments posted: 2

🤖 Fix all issues with AI agents

In `@README.md`:
- Line 772: The README contains a duplicate "help" Makefile/documentation target
entry; remove the redundant line so "help                              Show this
help screen" only appears once. Locate the duplicate entries for the "help"
target and delete one of them (keep the intended canonical occurrence), ensuring
any surrounding ordering or indexing remains consistent and no other lines
referencing the removed duplicate are left orphaned.
- Around line 742-744: The README duplicate entry for the "run" help target
should be removed: locate the duplicated "run                               Run
the service locally" lines in the help list (the repeated "run" target) and
delete the redundant occurrence so each help target is listed only once; verify
the help list still reads correctly and that no other targets were accidentally
overwritten.

[coderabbitai]

⚠️ Potential issue | 🟡 Minor

Duplicate run target in documentation.

The run target appears twice in this list (lines 742 and 744). This appears to be a copy-paste error when updating the documentation.

Proposed fix

 run                               Run the service locally
 help                              Show this help screen
-run                               Run the service locally
 run-llama-stack                   Start Llama Stack with enriched config (for local service mode)

📝 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

	run Run the service locally
	help Show this help screen
	run Run the service locally
	run Run the service locally
	help Show this help screen

🤖 Prompt for AI Agents

In `@README.md` around lines 742 - 744, The README duplicate entry for the "run"
help target should be removed: locate the duplicated "run                       
Run the service locally" lines in the help list (the repeated "run" target) and
delete the redundant occurrence so each help target is listed only once; verify
the help list still reads correctly and that no other targets were accidentally
overwritten.