Add multi-grader support for reinforcement fine-tuning by Copilot · Pull Request #6765 · Azure/azure-dev

Copilot · 2026-02-16T06:05:04Z

ConvertGraderMapToSDKParam did not support multi grader type for reinforcement fine-tuning. Multi-graders combine multiple graders using a formula (e.g., 0.9 * exact + 0.1 * fuzzy).

Implementation

buildMultiGraderData - Constructs multi-grader JSON with nested sub-graders map
buildGraderData - Builds individual grader structures for all sub-grader types: string_check, text_similarity, python, score_model, label_model
convertInternalJobParamToOpenAiJobParams - Detects multi-grader and routes to extraBody (SDK v3.2.0 types Graders as single union instead of map[string]MultiGraderGradersUnionParam)
ConvertGraderMapToSDKParam - Returns empty union for multi-grader since it's handled via extraBody

Example

grader:
  type: multi
  name: strict_partial_credit
  calculate_output: "0.9 * exact + 0.1 * fuzzy"
  graders:
    exact:
      type: string_check
      name: exact
      operation: eq
      input: "{{sample.output_text}}"
      reference: "{{item.reference_answer}}"
    fuzzy:
      type: text_similarity
      name: fuzzy
      evaluation_metric: fuzzy_match
      input: "{{sample.output_text}}"
      reference: "{{item.reference_answer}}"

Technical Note

OpenAI SDK v3.2.0 defines MultiGraderParam.Graders as singular MultiGraderGradersUnionParam, but the API expects map[string]MultiGraderGradersUnionParam. Using extraBody bypasses this type mismatch.

Warning

Firewall rules blocked me from connecting to one or more addresses (expand for details)

I tried to connect to the following addresses, but was blocked by firewall rules:

platform.openai.com
- Triggering command: /home/REDACTED/work/_temp/ghcca-node/node/bin/node /home/REDACTED/work/_temp/ghcca-node/node/bin/node --enable-source-maps /home/REDACTED/work/_temp/copilot-developer-action-main/dist/index.js (dns block)

If you need me to access, download, or install something from one of these locations, you can either:

Configure Actions setup steps to set up my environment, which run before the firewall is enabled
Add the appropriate URLs or hosts to the custom allowlist in this repository's Copilot coding agent settings (admins only)

Original prompt

This section details on the original issue you should resolve

<issue_title>Add multi-grader support in reinforcement fine-tuning</issue_title>
<issue_description>### Context
In cli\azd\extensions\azure.ai.finetune\internal\providers\openai\conversions.go, we have ConvertGraderMapToSDKParam function which currently doesn't support grader type multi. We need to add this support.

Examples

Here is a sample yaml input which it parses and converts to the schema as per Go SDK contracts.

Now we need it to support multi grader as well which it doesn't. Sample input for multi-grader

Go SDK relevant screenshots

As you can see, MultiGraderGradersUnionParam parsing can reuse some parts of ReinforcementMethodGraderUnionParam parsing. The only point where they diverge is ReinforcementMethodGraderUnionParam dpesm't support OfLabelModelGrader and MultiGraderGradersUnionParam doesn't support OfMultiGrader.

Instructions

Don't hallucinate

Update UTs as required

Don't break already working graders under RFT (reinforcement fine-tuning) i.e. string check, text similarity, python grader, score model

Follow best practices only, this is an open-source repo. Mostly you'll have to refactor ConvertGraderMapToSDKParam, convertInternalJobParamToOpenAiJobParams and add a new method as required</issue_description>

Comments on the Issue (you are @copilot in this section)

Fixes Add multi-grader support in reinforcement fine-tuning #6764

✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Co-authored-by: saanikaguptamicrosoft <[email protected]>

Copilot

Pull request overview

Adds support for multi-grader configurations in the Azure AI fine-tuning extension’s reinforcement fine-tuning (RFT) job creation flow, working around an OpenAI SDK v3.2.0 type mismatch by sending multi-grader payloads via extraBody.

Changes:

Detect grader.type: multi for RFT and route grader submission through extraBody instead of the SDK-typed params.
Add helper builders to construct the multi-grader JSON payload (including sub-graders).
Add unit tests covering existing grader conversions and the new multi-grader extraBody behavior.

Reviewed changes

Copilot reviewed 5 out of 6 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
cli/azd/extensions/azure.ai.finetune/internal/providers/openai/conversions.go	Adds multi-grader detection and JSON construction helpers; routes multi-grader via `ExtraBody`.
cli/azd/extensions/azure.ai.finetune/internal/providers/openai/conversions_test.go	Adds unit tests for grader conversion and RFT multi-grader `extraBody` serialization.
cli/azd/go.mod	Promotes `google.golang.org/genproto/googleapis/rpc` to a direct dependency.
cli/azd/extensions/azure.ai.agents/go.mod	Promotes `github.com/stretchr/testify` to a direct dependency.
cli/azd/extensions/microsoft.azd.concurx/go.mod	Updates indirect dependencies (adds `survey/v2`, removes `keyboard`).
cli/azd/extensions/microsoft.azd.concurx/go.sum	Updates sums consistent with the module dependency changes.

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cli/azd/extensions/azure.ai.finetune/internal/providers/openai/conversions.go

…ft.azd.concurx

azure-sdk · 2026-02-16T07:40:59Z

Azure Dev CLI Install Instructions

Install scripts

MacOS/Linux

May elevate using sudo on some platforms and configurations

bash:

curl -fsSL https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/uninstall-azd.sh | bash;
curl -fsSL https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/install-azd.sh | bash -s -- --base-url https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765 --version '' --verbose --skip-verify

pwsh:

Invoke-RestMethod 'https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/uninstall-azd.ps1' -OutFile uninstall-azd.ps1; ./uninstall-azd.ps1
Invoke-RestMethod 'https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/install-azd.ps1' -OutFile install-azd.ps1; ./install-azd.ps1 -BaseUrl 'https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765' -Version '' -SkipVerify -Verbose

Windows

PowerShell install

powershell -c "Set-ExecutionPolicy Bypass Process; irm 'https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/uninstall-azd.ps1' > uninstall-azd.ps1; ./uninstall-azd.ps1;"
powershell -c "Set-ExecutionPolicy Bypass Process; irm 'https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/install-azd.ps1' > install-azd.ps1; ./install-azd.ps1 -BaseUrl 'https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765' -Version '' -SkipVerify -Verbose;"

MSI install

powershell -c "irm 'https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/azd-windows-amd64.msi' -OutFile azd-windows-amd64.msi; msiexec /i azd-windows-amd64.msi /qn"

Standalone Binary

MSI

x86_64 - https://azuresdkartifacts.z5.web.core.windows.net/azd/standalone/pr/6765/azd-windows-amd64.msi

Documentation

learn.microsoft.com documentation

title: Azure Developer CLI reference
description: This article explains the syntax and parameters for the various Azure Developer CLI commands.
author: alexwolfmsft
ms.author: alexwolf
ms.date: 02/16/2026
ms.service: azure-dev-cli
ms.topic: conceptual
ms.custom: devx-track-azdevcli

Azure Developer CLI reference

This article explains the syntax and parameters for the various Azure Developer CLI commands.

azd

The Azure Developer CLI (azd) is an open-source tool that helps onboard and manage your project on Azure

Options

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --docs         Opens the documentation for azd in your web browser.
  -h, --help         Gets help for azd.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd add

Add a component to your project.

azd add [flags]

Options

      --docs   Opens the documentation for azd add in your web browser.
  -h, --help   Gets help for add.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd auth

Authenticate with Azure.

Options

      --docs   Opens the documentation for azd auth in your web browser.
  -h, --help   Gets help for auth.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd auth login

Log in to Azure.

Synopsis

Log in to Azure.

When run without any arguments, log in interactively using a browser. To log in using a device code, pass
--use-device-code.

To log in as a service principal, pass --client-id and --tenant-id as well as one of: --client-secret,
--client-certificate, or --federated-credential-provider.

To log in using a managed identity, pass --managed-identity, which will use the system assigned managed identity.
To use a user assigned managed identity, pass --client-id in addition to --managed-identity with the client id of
the user assigned managed identity you wish to use.

azd auth login [flags]

Options

      --check-status                           Checks the log-in status instead of logging in.
      --client-certificate string              The path to the client certificate for the service principal to authenticate with.
      --client-id string                       The client id for the service principal to authenticate with.
      --client-secret string                   The client secret for the service principal to authenticate with. Set to the empty string to read the value from the console.
      --docs                                   Opens the documentation for azd auth login in your web browser.
      --federated-credential-provider string   The provider to use to acquire a federated token to authenticate with. Supported values: github, azure-pipelines, oidc
  -h, --help                                   Gets help for login.
      --managed-identity                       Use a managed identity to authenticate.
      --redirect-port int                      Choose the port to be used as part of the redirect URI during interactive login.
      --tenant-id string                       The tenant id or domain name to authenticate with.
      --use-device-code[=true]                 When true, log in by using a device code instead of a browser.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd auth logout

Log out of Azure.

Synopsis

Log out of Azure

azd auth logout [flags]

Options

      --docs   Opens the documentation for azd auth logout in your web browser.
  -h, --help   Gets help for logout.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd auth status

Show the current authentication status.

Synopsis

Display whether you are logged in to Azure and the associated account information.

azd auth status [flags]

Options

      --docs   Opens the documentation for azd auth status in your web browser.
  -h, --help   Gets help for status.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd completion

Generate shell completion scripts.

Synopsis

Generate shell completion scripts for azd.

The completion command allows you to generate autocompletion scripts for your shell,
currently supports bash, zsh, fish and PowerShell.

See each sub-command's help for details on how to use the generated script.

Options

      --docs   Opens the documentation for azd completion in your web browser.
  -h, --help   Gets help for completion.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd completion bash

Generate bash completion script.

azd completion bash

Options

      --docs   Opens the documentation for azd completion bash in your web browser.
  -h, --help   Gets help for bash.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd completion fig

Generate Fig autocomplete spec.

azd completion fig

Options

      --docs   Opens the documentation for azd completion fig in your web browser.
  -h, --help   Gets help for fig.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd completion fish

Generate fish completion script.

azd completion fish

Options

      --docs   Opens the documentation for azd completion fish in your web browser.
  -h, --help   Gets help for fish.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd completion powershell

Generate PowerShell completion script.

azd completion powershell

Options

      --docs   Opens the documentation for azd completion powershell in your web browser.
  -h, --help   Gets help for powershell.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd completion zsh

Generate zsh completion script.

azd completion zsh

Options

      --docs   Opens the documentation for azd completion zsh in your web browser.
  -h, --help   Gets help for zsh.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config

Manage azd configurations (ex: default Azure subscription, location).

Synopsis

Manage the Azure Developer CLI user configuration, which includes your default Azure subscription and location.

Available since azure-dev-cli_0.4.0-beta.1.

The easiest way to configure azd for the first time is to run azd init. The subscription and location you select will be stored in the config.json file located in the config directory. To configure azd anytime afterwards, you'll use azd config set.

The default value of the config directory is:

$HOME/.azd on Linux and macOS
%USERPROFILE%.azd on Windows

The configuration directory can be overridden by specifying a path in the AZD_CONFIG_DIR environment variable.

Options

      --docs   Opens the documentation for azd config in your web browser.
  -h, --help   Gets help for config.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config get

Gets a configuration.

Synopsis

Gets a configuration in the configuration path.

The default value of the config directory is:

$HOME/.azd on Linux and macOS
%USERPROFILE%\.azd on Windows

The configuration directory can be overridden by specifying a path in the AZD_CONFIG_DIR environment variable.

azd config get <path> [flags]

Options

      --docs   Opens the documentation for azd config get in your web browser.
  -h, --help   Gets help for get.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config list-alpha

Display the list of available features in alpha stage.

azd config list-alpha [flags]

Options

      --docs   Opens the documentation for azd config list-alpha in your web browser.
  -h, --help   Gets help for list-alpha.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config options

List all available configuration settings.

Synopsis

List all possible configuration settings that can be set with azd, including descriptions and allowed values.

azd config options [flags]

Options

      --docs   Opens the documentation for azd config options in your web browser.
  -h, --help   Gets help for options.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config reset

Resets configuration to default.

Synopsis

Resets all configuration in the configuration path.

The default value of the config directory is:

$HOME/.azd on Linux and macOS
%USERPROFILE%\.azd on Windows

The configuration directory can be overridden by specifying a path in the AZD_CONFIG_DIR environment variable to the default.

azd config reset [flags]

Options

      --docs    Opens the documentation for azd config reset in your web browser.
  -f, --force   Force reset without confirmation.
  -h, --help    Gets help for reset.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config set

Sets a configuration.

Synopsis

Sets a configuration in the configuration path.

The default value of the config directory is:

$HOME/.azd on Linux and macOS
%USERPROFILE%\.azd on Windows

The configuration directory can be overridden by specifying a path in the AZD_CONFIG_DIR environment variable.

azd config set <path> <value> [flags]

Examples

azd config set defaults.subscription <yourSubscriptionID>
azd config set defaults.location eastus

Options

      --docs   Opens the documentation for azd config set in your web browser.
  -h, --help   Gets help for set.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config show

Show all the configuration values.

Synopsis

Show all configuration values in the configuration path.

The default value of the config directory is:

$HOME/.azd on Linux and macOS
%USERPROFILE%\.azd on Windows

The configuration directory can be overridden by specifying a path in the AZD_CONFIG_DIR environment variable.

azd config show [flags]

Options

      --docs   Opens the documentation for azd config show in your web browser.
  -h, --help   Gets help for show.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd config unset

Unsets a configuration.

Synopsis

Removes a configuration in the configuration path.

The default value of the config directory is:

$HOME/.azd on Linux and macOS
%USERPROFILE%\.azd on Windows

The configuration directory can be overridden by specifying a path in the AZD_CONFIG_DIR environment variable.

azd config unset <path> [flags]

Examples

azd config unset defaults.location

Options

      --docs   Opens the documentation for azd config unset in your web browser.
  -h, --help   Gets help for unset.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd deploy

Deploy your project code to Azure.

azd deploy <service> [flags]

Options

      --all                   Deploys all services that are listed in azure.yaml
      --docs                  Opens the documentation for azd deploy in your web browser.
  -e, --environment string    The name of the environment to use.
      --from-package string   Deploys the packaged service located at the provided path. Supports zipped file packages (file path) or container images (image tag).
  -h, --help                  Gets help for deploy.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd down

Delete your project's Azure resources.

azd down [<layer>] [flags]

Options

      --docs                 Opens the documentation for azd down in your web browser.
  -e, --environment string   The name of the environment to use.
      --force                Does not require confirmation before it deletes resources.
  -h, --help                 Gets help for down.
      --purge                Does not require confirmation before it permanently deletes resources that are soft-deleted by default (for example, key vaults).

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env

Manage environments (ex: default environment, environment variables).

Options

      --docs   Opens the documentation for azd env in your web browser.
  -h, --help   Gets help for env.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env config

Manage environment configuration (ex: stored in .azure//config.json).

Options

      --docs   Opens the documentation for azd env config in your web browser.
  -h, --help   Gets help for config.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env config get

Gets a configuration value from the environment.

Synopsis

Gets a configuration value from the environment's config.json file.

azd env config get <path> [flags]

Options

      --docs                 Opens the documentation for azd env config get in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for get.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env config set

Sets a configuration value in the environment.

Synopsis

Sets a configuration value in the environment's config.json file.

azd env config set <path> <value> [flags]

Examples

azd env config set myapp.endpoint https://example.com
azd env config set myapp.debug true

Options

      --docs                 Opens the documentation for azd env config set in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for set.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env config unset

Unsets a configuration value in the environment.

Synopsis

Removes a configuration value from the environment's config.json file.

azd env config unset <path> [flags]

Examples

azd env config unset myapp.endpoint

Options

      --docs                 Opens the documentation for azd env config unset in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for unset.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env get-value

Get specific environment value.

azd env get-value <keyName> [flags]

Options

      --docs                 Opens the documentation for azd env get-value in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for get-value.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env get-values

Get all environment values.

azd env get-values [flags]

Options

      --docs                 Opens the documentation for azd env get-values in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for get-values.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env list

List environments.

azd env list [flags]

Options

      --docs   Opens the documentation for azd env list in your web browser.
  -h, --help   Gets help for list.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env new

Create a new environment and set it as the default.

azd env new <environment> [flags]

Options

      --docs                  Opens the documentation for azd env new in your web browser.
  -h, --help                  Gets help for new.
  -l, --location string       Azure location for the new environment
      --subscription string   Name or ID of an Azure subscription to use for the new environment

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env refresh

Refresh environment values by using information from a previous infrastructure provision.

azd env refresh <environment> [flags]

Options

      --docs                 Opens the documentation for azd env refresh in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for refresh.
      --hint string          Hint to help identify the environment to refresh
      --layer string         Provisioning layer to refresh the environment from.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env remove

Remove an environment.

azd env remove <environment> [flags]

Options

      --docs                 Opens the documentation for azd env remove in your web browser.
  -e, --environment string   The name of the environment to use.
      --force                Skips confirmation before performing removal.
  -h, --help                 Gets help for remove.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env select

Set the default environment.

azd env select [<environment>] [flags]

Options

      --docs   Opens the documentation for azd env select in your web browser.
  -h, --help   Gets help for select.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env set

Set one or more environment values.

Synopsis

Set one or more environment values using key-value pairs or by loading from a .env formatted file.

azd env set [<key> <value>] | [<key>=<value> ...] | [--file <filepath>] [flags]

Options

      --docs                 Opens the documentation for azd env set in your web browser.
  -e, --environment string   The name of the environment to use.
      --file string          Path to .env formatted file to load environment values from.
  -h, --help                 Gets help for set.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd env set-secret

Set a name as a reference to a Key Vault secret in the environment.

Synopsis

You can either create a new Key Vault secret or select an existing one.
The provided name is the key for the .env file which holds the secret reference to the Key Vault secret.

azd env set-secret <name> [flags]

Options

      --docs                 Opens the documentation for azd env set-secret in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for set-secret.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension

Manage azd extensions.

Options

      --docs   Opens the documentation for azd extension in your web browser.
  -h, --help   Gets help for extension.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension install

Installs specified extensions.

azd extension install <extension-id> [flags]

Options

      --docs             Opens the documentation for azd extension install in your web browser.
  -f, --force            Force installation, including downgrades and reinstalls
  -h, --help             Gets help for install.
  -s, --source string    The extension source to use for installs
  -v, --version string   The version of the extension to install

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension list

List available extensions.

azd extension list [--installed] [flags]

Options

      --docs            Opens the documentation for azd extension list in your web browser.
  -h, --help            Gets help for list.
      --installed       List installed extensions
      --source string   Filter extensions by source
      --tags strings    Filter extensions by tags

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension show

Show details for a specific extension.

azd extension show <extension-id> [flags]

Options

      --docs            Opens the documentation for azd extension show in your web browser.
  -h, --help            Gets help for show.
  -s, --source string   The extension source to use.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension source

View and manage extension sources

Options

      --docs   Opens the documentation for azd extension source in your web browser.
  -h, --help   Gets help for source.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension source add

Add an extension source with the specified name

azd extension source add [flags]

Options

      --docs              Opens the documentation for azd extension source add in your web browser.
  -h, --help              Gets help for add.
  -l, --location string   The location of the extension source
  -n, --name string       The name of the extension source
  -t, --type string       The type of the extension source. Supported types are 'file' and 'url'

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension source list

List extension sources

azd extension source list [flags]

Options

      --docs   Opens the documentation for azd extension source list in your web browser.
  -h, --help   Gets help for list.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension source remove

Remove an extension source with the specified name

azd extension source remove <name> [flags]

Options

      --docs   Opens the documentation for azd extension source remove in your web browser.
  -h, --help   Gets help for remove.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension uninstall

Uninstall specified extensions.

azd extension uninstall [extension-id] [flags]

Options

      --all    Uninstall all installed extensions
      --docs   Opens the documentation for azd extension uninstall in your web browser.
  -h, --help   Gets help for uninstall.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd extension upgrade

Upgrade specified extensions.

azd extension upgrade [extension-id] [flags]

Options

      --all              Upgrade all installed extensions
      --docs             Opens the documentation for azd extension upgrade in your web browser.
  -h, --help             Gets help for upgrade.
  -s, --source string    The extension source to use for upgrades
  -v, --version string   The version of the extension to upgrade to

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd hooks

Develop, test and run hooks for a project.

Options

      --docs   Opens the documentation for azd hooks in your web browser.
  -h, --help   Gets help for hooks.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd hooks run

Runs the specified hook for the project and services

azd hooks run <name> [flags]

Options

      --docs                 Opens the documentation for azd hooks run in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for run.
      --platform string      Forces hooks to run for the specified platform.
      --service string       Only runs hooks for the specified service.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd infra

Manage your Infrastructure as Code (IaC).

Options

      --docs   Opens the documentation for azd infra in your web browser.
  -h, --help   Gets help for infra.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd infra generate

Write IaC for your project to disk, allowing you to manually manage it.

azd infra generate [flags]

Options

      --docs                 Opens the documentation for azd infra generate in your web browser.
  -e, --environment string   The name of the environment to use.
      --force                Overwrite any existing files without prompting
  -h, --help                 Gets help for generate.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd init

Initialize a new application.

azd init [flags]

Options

  -b, --branch string         The template branch to initialize from. Must be used with a template argument (--template or -t).
      --docs                  Opens the documentation for azd init in your web browser.
  -e, --environment string    The name of the environment to use.
  -f, --filter strings        The tag(s) used to filter template results. Supports comma-separated values.
      --from-code             Initializes a new application from your existing code.
  -h, --help                  Gets help for init.
  -l, --location string       Azure location for the new environment
  -m, --minimal               Initializes a minimal project.
  -s, --subscription string   Name or ID of an Azure subscription to use for the new environment
  -t, --template string       Initializes a new application from a template. You can use Full URI, <owner>/<repository>, or <repository> if it's part of the azure-samples organization.
      --up                    Provision and deploy to Azure after initializing the project from a template.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd mcp

Manage Model Context Protocol (MCP) server. (Alpha)

Options

      --docs   Opens the documentation for azd mcp in your web browser.
  -h, --help   Gets help for mcp.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd mcp consent

Manage MCP tool consent.

Synopsis

Manage consent rules for MCP tool execution.

Options

      --docs   Opens the documentation for azd mcp consent in your web browser.
  -h, --help   Gets help for consent.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd mcp consent grant

Grant consent trust rules.

Synopsis

Grant trust rules for MCP tools and servers.

This command creates consent rules that allow MCP tools to execute
without prompting for permission. You can specify different permission
levels and scopes for the rules.

Examples:

Grant always permission to all tools globally

azd mcp consent grant --global --permission always

Grant project permission to a specific tool with read-only scope

azd mcp consent grant --server my-server --tool my-tool --permission project --scope read-only

azd mcp consent grant [flags]

Options

      --action string       Action type: 'all' or 'readonly' (default "all")
      --docs                Opens the documentation for azd mcp consent grant in your web browser.
      --global              Apply globally to all servers
  -h, --help                Gets help for grant.
      --operation string    Operation type: 'tool' or 'sampling' (default "tool")
      --permission string   Permission: 'allow', 'deny', or 'prompt' (default "allow")
      --scope string        Rule scope: 'global', or 'project' (default "global")
      --server string       Server name
      --tool string         Specific tool name (requires --server)

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd mcp consent list

List consent rules.

Synopsis

List all consent rules for MCP tools.

azd mcp consent list [flags]

Options

      --action string       Action type to filter by (readonly, any)
      --docs                Opens the documentation for azd mcp consent list in your web browser.
  -h, --help                Gets help for list.
      --operation string    Operation to filter by (tool, sampling)
      --permission string   Permission to filter by (allow, deny, prompt)
      --scope string        Consent scope to filter by (global, project). If not specified, lists rules from all scopes.
      --target string       Specific target to operate on (server/tool format)

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd mcp consent revoke

Revoke consent rules.

Synopsis

Revoke consent rules for MCP tools.

azd mcp consent revoke [flags]

Options

      --action string       Action type to filter by (readonly, any)
      --docs                Opens the documentation for azd mcp consent revoke in your web browser.
  -h, --help                Gets help for revoke.
      --operation string    Operation to filter by (tool, sampling)
      --permission string   Permission to filter by (allow, deny, prompt)
      --scope string        Consent scope to filter by (global, project). If not specified, revokes rules from all scopes.
      --target string       Specific target to operate on (server/tool format)

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd mcp start

Starts the MCP server.

Synopsis

Starts the Model Context Protocol (MCP) server.

This command starts an MCP server that can be used by MCP clients to access
azd functionality through the Model Context Protocol interface.

azd mcp start [flags]

Options

      --docs   Opens the documentation for azd mcp start in your web browser.
  -h, --help   Gets help for start.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd monitor

Monitor a deployed project.

azd monitor [flags]

Options

      --docs                 Opens the documentation for azd monitor in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for monitor.
      --live                 Open a browser to Application Insights Live Metrics. Live Metrics is currently not supported for Python apps.
      --logs                 Open a browser to Application Insights Logs.
      --overview             Open a browser to Application Insights Overview Dashboard.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd package

Packages the project's code to be deployed to Azure.

azd package <service> [flags]

Options

      --all                  Packages all services that are listed in azure.yaml
      --docs                 Opens the documentation for azd package in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for package.
      --output-path string   File or folder path where the generated packages will be saved.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd pipeline

Manage and configure your deployment pipelines.

Options

      --docs   Opens the documentation for azd pipeline in your web browser.
  -h, --help   Gets help for pipeline.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd pipeline config

Configure your deployment pipeline to connect securely to Azure. (Beta)

azd pipeline config [flags]

Options

  -m, --applicationServiceManagementReference string   Service Management Reference. References application or service contact information from a Service or Asset Management database. This value must be a Universally Unique Identifier (UUID). You can set this value globally by running azd config set pipeline.config.applicationServiceManagementReference <UUID>.
      --auth-type string                               The authentication type used between the pipeline provider and Azure for deployment (Only valid for GitHub provider). Valid values: federated, client-credentials.
      --docs                                           Opens the documentation for azd pipeline config in your web browser.
  -e, --environment string                             The name of the environment to use.
  -h, --help                                           Gets help for config.
      --principal-id string                            The client id of the service principal to use to grant access to Azure resources as part of the pipeline.
      --principal-name string                          The name of the service principal to use to grant access to Azure resources as part of the pipeline.
      --principal-role stringArray                     The roles to assign to the service principal. By default the service principal will be granted the Contributor and User Access Administrator roles. (default [Contributor,User Access Administrator])
      --provider string                                The pipeline provider to use (github for Github Actions and azdo for Azure Pipelines).
      --remote-name string                             The name of the git remote to configure the pipeline to run on. (default "origin")

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd provision

Provision Azure resources for your project.

azd provision [<layer>] [flags]

Options

      --docs                 Opens the documentation for azd provision in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for provision.
      --no-state             (Bicep only) Forces a fresh deployment based on current Bicep template files, ignoring any stored deployment state.
      --preview              Preview changes to Azure resources.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd publish

Publish a service to a container registry.

azd publish <service> [flags]

Options

      --all                   Publishes all services that are listed in azure.yaml
      --docs                  Opens the documentation for azd publish in your web browser.
  -e, --environment string    The name of the environment to use.
      --from-package string   Publishes the service from a container image (image tag).
  -h, --help                  Gets help for publish.
      --to string             The target container image in the form '[registry/]repository[:tag]' to publish to.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd restore

Restores the project's dependencies.

azd restore <service> [flags]

Options

      --all                  Restores all services that are listed in azure.yaml
      --docs                 Opens the documentation for azd restore in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for restore.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd show

Display information about your project and its resources.

azd show [resource-name|resource-id] [flags]

Options

      --docs                 Opens the documentation for azd show in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for show.
      --show-secrets         Unmask secrets in output.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd template

Find and view template details.

Options

      --docs   Opens the documentation for azd template in your web browser.
  -h, --help   Gets help for template.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd template list

Show list of sample azd templates. (Beta)

azd template list [flags]

Options

      --docs             Opens the documentation for azd template list in your web browser.
  -f, --filter strings   The tag(s) used to filter template results. Supports comma-separated values.
  -h, --help             Gets help for list.
  -s, --source string    Filters templates by source.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd template show

Show details for a given template. (Beta)

azd template show <template> [flags]

Options

      --docs   Opens the documentation for azd template show in your web browser.
  -h, --help   Gets help for show.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd template source

View and manage template sources. (Beta)

Options

      --docs   Opens the documentation for azd template source in your web browser.
  -h, --help   Gets help for source.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd template source add

Adds an azd template source with the specified key. (Beta)

Synopsis

The key can be any value that uniquely identifies the template source, with well-known values being:
・default: Default templates
・awesome-azd: Templates from https://aka.ms/awesome-azd

azd template source add <key> [flags]

Options

      --docs              Opens the documentation for azd template source add in your web browser.
  -h, --help              Gets help for add.
  -l, --location string   Location of the template source. Required when using type flag.
  -n, --name string       Display name of the template source.
  -t, --type string       Kind of the template source. Supported types are 'file', 'url' and 'gh'.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd template source list

Lists the configured azd template sources. (Beta)

azd template source list [flags]

Options

      --docs   Opens the documentation for azd template source list in your web browser.
  -h, --help   Gets help for list.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd template source remove

Removes the specified azd template source (Beta)

azd template source remove <key> [flags]

Options

      --docs   Opens the documentation for azd template source remove in your web browser.
  -h, --help   Gets help for remove.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd up

Provision and deploy your project to Azure with a single command.

azd up [flags]

Options

      --docs                 Opens the documentation for azd up in your web browser.
  -e, --environment string   The name of the environment to use.
  -h, --help                 Gets help for up.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

azd version

Print the version number of Azure Developer CLI.

azd version [flags]

Options

      --docs   Opens the documentation for azd version in your web browser.
  -h, --help   Gets help for version.

Options inherited from parent commands

  -C, --cwd string   Sets the current working directory.
      --debug        Enables debugging and diagnostics logging.
      --no-prompt    Accepts the default value instead of prompting, or it fails if there is no default.

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Technical Note

I tried to connect to the following addresses, but was blocked by firewall rules:

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azure-sdk commented Feb 16, 2026

Azure Dev CLI Install Instructions

Install scripts

MacOS/Linux

Windows

Standalone Binary

MSI

Documentation

title: Azure Developer CLI reference description: This article explains the syntax and parameters for the various Azure Developer CLI commands. author: alexwolfmsft ms.author: alexwolf ms.date: 02/16/2026 ms.service: azure-dev-cli ms.topic: conceptual ms.custom: devx-track-azdevcli

Azure Developer CLI reference

azd

Options

See also

azd add

Options

Options inherited from parent commands

See also

azd auth

Options

Options inherited from parent commands

See also

azd auth login

Synopsis

Options

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azd auth logout

Synopsis

Options

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azd auth status

Synopsis

Options

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azd completion

Synopsis

Options

Options inherited from parent commands

See also

azd completion bash

Options

Options inherited from parent commands

See also

azd completion fig

Options

Options inherited from parent commands

See also

azd completion fish

Options

Options inherited from parent commands

See also

azd completion powershell

Options

Options inherited from parent commands

See also

azd completion zsh

Options

Options inherited from parent commands

See also

Copilot AI commented Feb 16, 2026 •

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title: Azure Developer CLI reference
description: This article explains the syntax and parameters for the various Azure Developer CLI commands.
author: alexwolfmsft
ms.author: alexwolf
ms.date: 02/16/2026
ms.service: azure-dev-cli
ms.topic: conceptual
ms.custom: devx-track-azdevcli