Microsoft Azure Endpoint API

The Endpoint API from Microsoft Azure — 12 operation(s) for endpoint.

Documentation GitHub OpenAPI

Operations 17

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/deployments List all deployments in an ML workspace · Microsoft Azure Get All The Deployments Under The Workspace Scope #

Ask an LLM

“How can I see every model deployment across all endpoints in an Azure ML workspace?”

“Can I filter workspace-wide deployments by endpoint type?”

Tell an agent

List all deployments in Azure ML workspace {workspaceName}.

Show {endpointType} deployments across workspace {workspaceName}.

GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints List endpoints in an ML workspace · Microsoft Azure List All The Endpoints Under This Workspace #

Ask an LLM

“Which endpoints exist in my Azure Machine Learning workspace?”

“Can I list only one type of endpoint in an ML workspace?”

Tell an agent

List the endpoints in ML workspace {workspaceName}.

Show {endpointType} endpoints in workspace {workspaceName}, skipping {skip}.

GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName} Get an ML workspace endpoint · Microsoft Azure Gets Endpoint Resource #

Ask an LLM

“How can I see the details of one endpoint in my ML workspace?”

“What's the configuration of a specific Azure ML endpoint resource?”

Tell an agent

Get endpoint {endpointName} in ML workspace {workspaceName}.

Show the settings of ML endpoint {endpointName} in {workspaceName}.

PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName} Create or update an ML workspace endpoint · Microsoft Azure Create Or Update Endpoint Resource With The Specified Parameters #

Ask an LLM

“How do I create an endpoint resource in an Azure ML workspace?”

“Can I change the properties of an existing ML endpoint by re-submitting it?”

Tell an agent

Create endpoint {endpointName} in ML workspace {workspaceName} with properties {properties}.

Update ML endpoint {endpointName} in {workspaceName} to use {properties}.

GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/deployments List deployments under one ML endpoint · Microsoft Azure Get All The Deployments Under The Endpoint Resource Scope #

Ask an LLM

“What deployments are running behind a specific ML endpoint?”

“Can I list the model deployments attached to one endpoint only?”

Tell an agent

List deployments under endpoint {endpointName} in workspace {workspaceName}.

Show what is deployed behind ML endpoint {endpointName}.

DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/deployments/{deploymentName} Delete an ML endpoint deployment · Microsoft Azure Delete Endpoint Deployment Resource By Name #

Ask an LLM

“How can I remove a deployment from an Azure ML endpoint?”

“Can I delete one deployment without deleting the whole endpoint?”

Tell an agent destructive · confirm first

Delete deployment {deploymentName} from endpoint {endpointName} in workspace {workspaceName}.

Remove ML deployment {deploymentName} under {endpointName}.

GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/deployments/{deploymentName} Get an ML endpoint deployment by name · Microsoft Azure Get Deployments Under Endpoint Resource By Name #

Ask an LLM

“How can I inspect a single deployment on an ML endpoint?”

“What's the configuration of a named deployment behind my endpoint?”

Tell an agent

Get deployment {deploymentName} on endpoint {endpointName} in workspace {workspaceName}.

Show details of ML deployment {deploymentName} under {endpointName}.

PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/deployments/{deploymentName} Create or update an ML endpoint deployment · Microsoft Azure Create Or Update Endpoint Deployment Resource With The… #

Ask an LLM

“How do I deploy a model to an existing Azure ML endpoint?”

“Can I change an existing deployment's settings on an ML endpoint?”

Tell an agent

Create deployment {deploymentName} on endpoint {endpointName} in workspace {workspaceName} with {properties}.

Update ML deployment {deploymentName} under {endpointName} to properties {properties}.

POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/listKeys Get the keys for an ML endpoint · Microsoft Azure List Keys For The Endpoint Resource #

Ask an LLM

“Where do I get the authentication keys for calling an Azure ML endpoint?”

“Can I retrieve an ML endpoint's keys through the API?”

Tell an agent

List the keys for endpoint {endpointName} in workspace {workspaceName}.

Show me the access keys of ML endpoint {endpointName}.

GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/models List models available on an ML endpoint · Microsoft Azure Get Available Models Under The Endpoint Resource #

Ask an LLM

“Which models can I use through a particular ML endpoint resource?”

“What models are available under an endpoint in my workspace?”

Tell an agent

List models available on endpoint {endpointName} in workspace {workspaceName}.

Show the models offered by ML endpoint {endpointName}.

POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/regenerateKey Regenerate an ML endpoint key · Microsoft Azure Regenerate Account Keys #

Ask an LLM

“How can I rotate the key on an Azure ML endpoint?”

“Will regenerating an ML endpoint key invalidate the old one?”

Tell an agent destructive · confirm first

Regenerate key {keyName} on endpoint {endpointName} in workspace {workspaceName}.

Rotate the keys of ML endpoint {endpointName} in {workspaceName}.

GET /endpoints List custom Speech endpoints · Microsoft Azure Get Endpoints #

Ask an LLM

“Which custom speech endpoints are deployed on my Speech resource?”

“Can I filter my speech endpoints by project, locale or creation date?”

Tell an agent

List the custom speech endpoints on my Speech resource.

List speech endpoints matching {filter}, {maxpagesize} per page.

GET /endpoints/{id} Get a custom Speech endpoint · Microsoft Azure Get Endpoints Id #

Ask an LLM

“Which model and project is a particular custom speech endpoint serving?”

“How do I check the status of one speech endpoint by its id?”

Tell an agent

Get custom speech endpoint {id}.

Show the model, project and status of speech endpoint {id}.

DELETE /endpoints/{id} Delete a custom Speech endpoint · Microsoft Azure Delete Endpoints Id #

Ask an LLM

“How do I take down a custom speech endpoint I no longer call?”

“Can I permanently delete a speech endpoint rather than suspending it?”

Tell an agent destructive · confirm first

Delete custom speech endpoint {id}.

Permanently remove speech endpoint {id} from my Speech resource.

PUT /endpoints/{id} Deploy a custom Speech endpoint · Microsoft Azure Put Endpoints Id #

Ask an LLM

“How do I deploy my custom speech model to an endpoint so I can call it?”

“Which project and model must I name when creating a speech endpoint?”

Tell an agent

Create speech endpoint {id} serving model {model} in project {project}.

Deploy custom speech model {model} from project {project} as endpoint {id} named {name}.

POST /endpoints/{id}:resume Resume a suspended Speech endpoint · Microsoft Azure Post Endpoints Id:resume #

Ask an LLM

“How can I bring a suspended custom speech endpoint back online?”

“Can I resume a Speech endpoint I paused earlier?”

Tell an agent

Resume Speech endpoint {id}.

Bring suspended speech endpoint {id} back into service.

POST /endpoints/{id}:suspend Suspend a custom Speech endpoint · Microsoft Azure Post Endpoints Id:suspend #

Ask an LLM

“Can I pause a custom speech endpoint without deleting it?”

“How do I suspend a Speech endpoint that isn't being used?”

Tell an agent

Suspend Speech endpoint {id}.

Pause custom speech endpoint {id} until I resume it.

Microsoft Azure Endpoint API

Operations 17

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