Review main-notebooks/analyzer_training.ipynb
#121
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
chienyuanchang
had a problem deploying
to
MMI-Samples
GitHub Actions
Failure
chienyuanchang
commented
Nov 19, 2025
Collaborator
Author
chienyuanchang
left a comment
chienyuanchang
left a comment
There was a problem hiding this comment.
Automated LLM code review (section-based).
LLM usage details:
- Total tokens used: 5688.
- Used deployment: cu-samples-gpt-4.1-mini
- API version: 2024-12-01-preview
| "\n", | ||
| "In your own projects, you can use [Azure AI Foundry](https://learn.microsoft.com/en-us/azure/ai-services/content-understanding/quickstart/use-ai-foundry) to annotate your data with the labeling tool.\n", | ||
| "For your own projects, you can use [Azure AI Foundry](https://learn.microsoft.com/en-us/azure/ai-services/content-understanding/quickstart/use-ai-foundry) to annotate your data with the labeling tool.\n", | ||
| "\n", |
Collaborator
Author
There was a problem hiding this comment.
- categories: [Grammar, Clarity]
- change: Changed the phrase "In your own projects" to "For your own projects"
- rationale: "For your own projects" sounds more natural and clear in this context, improving the flow of the sentence.
- impact: Enhances readability and makes the instruction feel more approachable and user-friendly.
| " - Also set `TRAINING_DATA_PATH` to specify the folder path within the container where the training data will be uploaded.\n", | ||
| "3. Install the packages required to run the sample:\n" | ||
| "3. Please install the packages required to run the sample:\n" | ||
| ] |
Collaborator
Author
There was a problem hiding this comment.
-
categories: [Grammar]
- change: Replaced a comma with a period at the end of the first list item.
- rationale: The first item in the list was a complete sentence, so ending it with a period is grammatically correct.
- impact: This change improves the grammatical correctness and professional tone of the documentation.
-
categories: [Clarity]
- change: Changed "Install the packages required to run the sample:" to "Please install the packages required to run the sample:"
- rationale: Adding "Please" makes the instruction more polite and reader-friendly.
- impact: Enhances the readability and user engagement by making the instruction sound more courteous.
| ">\n", | ||
| "> Fill in the constants **AZURE_AI_ENDPOINT**, **AZURE_AI_API_VERSION**, and **AZURE_AI_API_KEY** with the information from your Azure AI Service.\n", | ||
| "> Please fill in the constants **AZURE_AI_ENDPOINT**, **AZURE_AI_API_VERSION**, and **AZURE_AI_API_KEY** with the information from your Azure AI Service.\n", | ||
| "\n", |
Collaborator
Author
There was a problem hiding this comment.
- categories: [Grammar, Clarity]
- change: Modified the instruction from "> Fill in the constants ..." to "> Please fill in the constants ...".
- rationale: Adding "Please" makes the sentence more polite and reader-friendly, improving the tone of the instruction.
- impact: Enhances the readability and approachability of the documentation, encouraging better user engagement.
| "You must update the code below to match your Azure authentication method.\n", | ||
| "Look for the `# IMPORTANT` comments and modify those sections accordingly.\n", | ||
| "Look for the `# IMPORTANT` comments and please modify those sections accordingly.\n", | ||
| "If you skip this step, the sample may not run correctly.\n", |
Collaborator
Author
There was a problem hiding this comment.
- categories: [Grammar, Clarity]
- change: Added the word "please" to the sentence "Look for the
# IMPORTANTcomments and modify those sections accordingly." - rationale: The inclusion of "please" makes the instruction more polite and clearer in tone.
- impact: Enhances the readability and tone of the documentation, making the request sound more courteous and user-friendly.
- change: Added the word "please" to the sentence "Look for the
| "> - This configuration has already been run once for your resource, or\n", | ||
| "> - Your administrator has already configured the model deployments for you\n", | ||
| "> - Your administrator has already configured the model deployments for you.\n", | ||
| "\n", |
Collaborator
Author
There was a problem hiding this comment.
- categories: [Grammar]
- change: Added a period at the end of the sentence "Your administrator has already configured the model deployments for you."
- rationale: Proper punctuation was missing, and adding a period completes the sentence correctly.
- impact: Improves the professionalism and readability of the documentation by adhering to standard grammar rules.
| " else:\n", | ||
| " print(\"No fields extracted\")\n", | ||
| " print(\"No fields extracted.\")\n", | ||
| " \n", |
Collaborator
Author
There was a problem hiding this comment.
- categories: [Grammar, Consistency]
- change: Added a period at the end of the sentence in the print statement ("No fields extracted." instead of "No fields extracted")
- rationale: To complete the sentence with proper punctuation, ensuring consistent and grammatically correct output messages
- impact: Enhances the professionalism and readability of the output, providing a more polished user experience
| " else:\n", | ||
| " print(\"No contents available in analysis result\")\n", | ||
| " print(\"No contents available in analysis result.\")\n", | ||
| " \n", |
Collaborator
Author
There was a problem hiding this comment.
-
categories: [Grammar]
- change: Added a period at the end of the sentence "Document Information: Not available for this content type."
- rationale: To correct punctuation and complete the sentence properly.
- impact: Improves readability and professionalism of the printed message.
-
categories: [Grammar]
- change: Added a period at the end of the sentence "No contents available in analysis result."
- rationale: To ensure proper punctuation at the end of the sentence.
- impact: Enhances clarity and consistency in output messages.
| "else:\n", | ||
| " print(\"No analysis result available\")" | ||
| " print(\"No analysis result available.\")" | ||
| ] |
Collaborator
Author
There was a problem hiding this comment.
- categories: [Grammar]
- change: Added a period at the end of the print statement string ("No analysis result available." instead of "No analysis result available")
- rationale: Adding proper punctuation improves the grammatical correctness of the output message.
- impact: Enhances the professionalism and readability of the message displayed to users.
| "## Delete Existing Analyzer in Content Understanding Service\n", | ||
| "This snippet is optional and is included to prevent test analyzers from remaining in your service. Without deletion, the analyzer will stay in your service and may be reused in subsequent operations." | ||
| "This snippet is optional and is included to help prevent test analyzers from remaining in your service. Without deletion, the analyzer will stay in your service and may be reused in subsequent operations." | ||
| ] |
Collaborator
Author
There was a problem hiding this comment.
- categories: [Clarity]
- change: Added the phrase "to help" before "prevent test analyzers"
- rationale: The insertion clarifies that the snippet assists in preventing test analyzers from remaining, rather than asserting it as an absolute action.
- impact: Improves the accuracy and readability of the documentation by making the statement less absolute and more precise.
notebooks/analyzer_training.ipynb
Outdated
Collaborator
Author
There was a problem hiding this comment.
- categories: [Formatting]
- change: Added a newline after the closing brace
}. - rationale: Ensures the file ends with a newline character, following standard formatting conventions.
- impact: Improves compatibility with various tools and editors, prevents potential warnings, and adheres to common style guidelines.
- change: Added a newline after the closing brace
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Automated review and documentation improvements for
notebooks/analyzer_training.ipynbon branchmainLLM usage details: