[Naveen Chatlapalli (1aifanatic)]

Motivation & Context

Two sample READMEs tell readers to run files that do not exist, so copying the documented command fails with No such file or directory:

• python/samples/02-agents/context_providers/azure_ai_search/README.md runs azure_ai_with_search_context_semantic.py and azure_ai_with_search_context_agentic.py. The files in that folder are search_context_semantic.py and search_context_agentic.py, which is how the same README's table already links them. The agentic sample's docstring also points to the old semantic filename.
• python/samples/02-agents/declarative/README.md lists python openai_responses_agent.py under "Running", but the sample is openai_agent.py, which is how section 5 of the same README already links it.

Description & Review Guide

• What are the major changes? Correct the three filenames in the two READMEs' run commands and the one stale filename in the search_context_agentic.py docstring.
• What is the impact of these changes? Documentation only. The commands now match the files in each folder.
• What do you want reviewers to focus on? Nothing beyond confirming the filenames.

I found these by checking every python/uv run command in sample READMEs against the files on disk. After this change, no references to azure_ai_with_search_context* or openai_responses_agent.py remain under python/samples.

Related Issue

N/A - trivial change: these are broken file references in documentation, and each correct name is already used elsewhere in the same README, so the desired result is not in dispute.

AI Assistance

• No material AI assistance was used.
• This is an AI-assisted contribution. I reviewed, understood, and verified all submitted content and accept responsibility for it.

AI assistance details: Claude Code helped write the script that found the broken run commands, make the edits, and draft this description.

Contribution Checklist

• The code builds clean without any errors or warnings
• All unit tests pass, and I have added new tests where possible
• The PR follows the Contribution Guidelines
• This PR links to an agreed issue with no competing open PR, or the Related Issue section documents a trivial-change or repository-automation exception.
• This is not a breaking change. If it is a breaking change, add the breaking change label (or add "[BREAKING]" to the title prefix, before or after any language prefix) — a workflow keeps the label and title prefix in sync automatically.

🤖 Generated with Claude Code

[Copilot]

🟢 Approval recommended

All corrected references match existing files, and the documentation-only changes have no unresolved issues.

No open issues 🎉

What changed in this PR

Corrects broken filename references in Python sample documentation without changing executable behavior.

Changes:

• Fixes three run commands across two READMEs.
• Updates the agentic search sample’s docstring to reference the semantic sample’s current filename.

File	Description
python/​samples/​02-agents/​declarative/​README.md	Corrects the OpenAI sample run command.
python/​samples/​02-agents/​context_providers/​azure_ai_search/​search_context_agentic.py	Corrects a filename in the docstring.
python/​samples/​02-agents/​context_providers/​azure_ai_search/​README.md	Corrects semantic and agentic sample run commands.

_{Review effort: Balanced}

[Eduard van Valkenburg (eavanvalkenburg)]

The corrected commands and docstring references all match the files present in the sample directories. This is a focused documentation fix with no behavioral concerns.