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[azure-ai-inference] Fix documentation typos and grammar in README and samples#48123

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[azure-ai-inference] Fix documentation typos and grammar in README and samples#48123
kkchandi wants to merge 10 commits into
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kkchandi:docs-azure-ai-inference-typos

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Documentation-only fixes in the azure-ai-inference package (README, samples README, and sample docstrings/comments). No code or behavior changes.

  • README.md: in of the form -> in the form; resouce -> resource (2 endpoint placeholders); retrive -> retrieve; futher -> further; wil -> will; descirbed -> described.
  • samples/README.md: use the a synchronous clients -> use the synchronous clients; insall -> install; your-unique-resouce-name -> your-unique-resource-name (2); Test embeddings -> Text embeddings; how do use -> how to use (4 table rows).
  • sample_chat_completions_with_tools.py / _streaming_with_tools.py: fight number -> flight number; retrieves -> retrieve; You an assistant -> You are an assistant; next flights -> next flight; resouce -> resource.
  • sample_chat_completions_with_entra_id_auth.py / _azure_openai.py / _with_structured_output.py / sample_embeddings_azure_openai.py: resouce -> resource.
  • sample_chat_completions_with_structured_output.py: may needs -> may need; Descripes a recipe in details -> Describes a recipe in detail.

kkchandi and others added 8 commits July 17, 2026 17:06
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 77e272d0-4d0f-42cf-b18b-50a5ab5b60e5
Copilot AI review requested due to automatic review settings July 18, 2026 00:06
@github-actions github-actions Bot added the AI Model Inference Issues related to the client library for Azure AI Model Inference (\sdk\ai\azure-ai-inference) label Jul 18, 2026
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Azure Pipelines:
Successfully started running 1 pipeline(s).
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Pull request overview

Corrects typos and grammar in azure-ai-inference documentation and samples without changing behavior.

Changes:

  • Fixes endpoint placeholder typos.
  • Improves sample instructions, descriptions, and prompts.
  • Corrects README grammar and terminology.

Reviewed changes

Copilot reviewed 8 out of 8 changed files in this pull request and generated 1 comment.

Show a summary per file
File Description
README.md Corrects documentation typos and grammar.
samples/README.md Improves sample guidance and descriptions.
samples/sample_embeddings_azure_openai.py Corrects endpoint placeholder.
samples/sample_chat_completions_with_tools.py Corrects tool documentation and prompts.
samples/sample_chat_completions_with_structured_output.py Corrects instructions and schema description.
samples/sample_chat_completions_with_entra_id_auth.py Corrects endpoint placeholder.
samples/sample_chat_completions_streaming_with_tools.py Corrects documentation and prompts.
samples/sample_chat_completions_azure_openai.py Corrects endpoint placeholder.

Comment thread sdk/ai/azure-ai-inference/samples/README.md Outdated
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Copilot AI review requested due to automatic review settings July 18, 2026 00:10

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Pull request overview

Copilot reviewed 8 out of 8 changed files in this pull request and generated 1 comment.

Comment thread sdk/ai/azure-ai-inference/README.md Outdated
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Copilot AI review requested due to automatic review settings July 18, 2026 00:13

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Pull request overview

Copilot reviewed 8 out of 8 changed files in this pull request and generated no new comments.

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