Technical & DevelopmentIntermediate

azure-mgmt-weightsandbiases-dotnet

Weights & Biases deployment management

Developer Setup

Setup & Installation

bash

npx skills add https://github.com/microsoft/skills --skill azure-mgmt-weightsandbiases-dotnet

npx skills add https://github.com/microsoft/skills --skill azure-mgmt-weightsandbiases-dotnet

Or paste this URL into your assistant to install:

https://github.com/microsoft/skills/tree/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-weightsandbiases-dotnet View on GitHub

Overview

What This Skill Does

Azure Resource Manager SDK for .NET that deploys and manages Weights & Biases ML experiment tracking instances through Azure Marketplace. Handles instance lifecycle, SSO configuration via Entra ID, and marketplace subscription details. Works alongside the W&B Python SDK for actual experiment logging.

Application

When to use this Skill

Configuring integration settings for custom agent workflows.
Optimizing query execution and response latency in production.
Developing clean, standard-compliant implementations for enterprise services.
Troubleshooting connection timeouts and authentication handshakes.
Monitoring API rate limits and execution pipelines programmatically.

Documentation

Show Skills.md file

Azure.ResourceManager.WeightsAndBiases (.NET)

Azure Resource Manager SDK for deploying and managing Weights & Biases ML experiment tracking instances via Azure Marketplace.

Installation

dotnet add package Azure.ResourceManager.WeightsAndBiases --prerelease
dotnet add package Azure.Identity

Current Version: v1.0.0-beta.1 (preview)
API Version: 2024-09-18-preview

Environment Variables

AZURE_SUBSCRIPTION_ID=<your-subscription-id> # Required: Azure subscription ID
AZURE_RESOURCE_GROUP=<your-resource-group> # Required: Azure resource group name
AZURE_WANDB_INSTANCE_NAME=<your-wandb-instance> # Required: Weights & Biases instance name
AZURE_TOKEN_CREDENTIALS=prod  # Required only if DefaultAzureCredential is used in production

Authentication

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