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Azure Machine Learning: AutoML, endpoints, RAG v1.0.0

Use this resource to deploy a model to an Azure Machine Learning endpoint or build a RAG flow

New

  • 307 downloads
  • 215 likes
  • 221 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ml-endpoints-automl-rag

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent helps you use AutoML, Prompt Flow, online and batch endpoints, vector stores for RAG and the Azure Machine Learning model catalog. You get architecture choices and a deployment procedure.

Mostly picked by

Updated November 2, 2026

Card for the “Azure Machine Learning: AutoML, endpoints, RAG” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
CC-BY-4.0

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What you get

  • SKILL.md: category index with troubleshooting, best practice and decision sections
  • SKILL.md: architecture, quotas, security and deployment sections

Good fit for

  • You want to expose a trained model as an API
  • You are building an assistant that answers from your documents

Not for

    Tags

    • azure
    • machine learning
    • endpoints
    • rag

    About

    You say

    “Deploy my AutoML model to an online endpoint with autoscaling.”

    Card for the “Azure Machine Learning: AutoML, endpoints, RAG” skill

    Skill published by microsoftdocs under the CC-BY-4.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to deploy a model to an Azure Machine Learning endpoint or build a RAG flow
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE18.2 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md73.3 KB

    Origin and licence

    Listed unmodified

    Author
    microsoftdocs
    Source
    github.com/microsoftdocs/agent-skills/tree/95544200a6621ee7481b253beb115ac0be701689/skills/azure-machine-learning
    Licence
    CC-BY-4.0

    Notice

    « azure-machine-learning » (microsoftdocs, CC-BY-4.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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