Document Details
Concepts Model Discovery
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This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Bias Types:
⚠️
missing_linux_example
⚠️
windows_tools
Summary:
The documentation provides only C#/.NET (NuGet) code samples and references to Windows-centric tools (NuGet, AzureEventSourceListener), with no equivalent examples or guidance for Linux users or alternative languages/platforms. There are no CLI, Python, or REST API examples, and no mention of Linux-specific considerations or parity.
Recommendations:
- Add equivalent code samples in other popular languages/platforms such as Python (using Azure SDK for Python), JavaScript/Node.js, and Java.
- Include examples using cross-platform tools such as Azure CLI, curl, or REST API calls to retrieve model definitions and interact with the Models Repository.
- Reference package managers and tools available on Linux (e.g., pip for Python, npm for Node.js) alongside NuGet.
- Clarify that the APIs and repositories are accessible from any OS, and provide explicit instructions or troubleshooting tips for Linux users.
- Provide sample commands for retrieving models using command-line tools available on Linux (e.g., wget, curl).
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-27 00:01 | #93 | in_progress | ✅ Clean |
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |