Microsoft Azure Project API

The Project API API from Microsoft Azure — 13 operation(s) for project api.

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Business capability

Artificial Intelligence Management BC-610.60

Operations 20

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 /projects List my Custom Vision projects · Microsoft Azure Get Your Projects #

Ask an LLM

“What Custom Vision projects do I have in my training resource?”

“Can I see all of my image classification and object detection projects?”

Tell an agent

List all my Custom Vision projects.

Show every project in my Custom Vision training resource.

POST /projects Create a Custom Vision project · Microsoft Azure Create A Project #

Ask an LLM

“How do I start a new Custom Vision project?”

“Can I choose a domain and classification type when creating a project?”

Tell an agent

Create a Custom Vision project named {name}.

Create project {name} on domain {domainId} with classification type {classificationType}.

GET /projects/{projectId} Get a Custom Vision project's details · Microsoft Azure Get A Specific Project #

Ask an LLM

“What are the settings of one specific Custom Vision project?”

“Can I look up a single project by its ID?”

Tell an agent

Get details for Custom Vision project {projectId}.

Show the settings and status of project {projectId}.

DELETE /projects/{projectId} Delete a Custom Vision project · Microsoft Azure Delete A Specific Project #

Ask an LLM

“Can I permanently remove a Custom Vision project I no longer need?”

“What's the way to delete a whole project along with its iterations?”

Tell an agent destructive · confirm first

Delete Custom Vision project {projectId}.

Permanently remove project {projectId}.

PATCH /projects/{projectId} Rename or update a Custom Vision project · Microsoft Azure Update A Specific Project #

Ask an LLM

“Can I rename an existing Custom Vision project?”

“How do I change a project's description or settings after creating it?”

Tell an agent

Rename project {projectId} to {name}.

Update the description of project {projectId} to {description}.

GET /projects/{projectId}/artifacts Download a project artifact from blob storage · Microsoft Azure Get Artifact Content From Blob Storage, Based On Artifact… #

Ask an LLM

“How do I download an artifact file that a project stored in blob storage?”

“Can I fetch a project artifact by its relative blob path?”

Tell an agent

Get the artifact at {path} for project {projectId}.

Download artifact content {path} from project {projectId}'s blob storage.

GET /projects/{projectId}/export Export a whole Custom Vision project · Microsoft Azure Exports A Project #

Ask an LLM

“Can I export an entire project so it can be imported into another resource?”

“Is there a way to package up a Custom Vision project for migration?”

Tell an agent

Export the entire project {projectId}.

Create a migration export of project {projectId}.

GET /projects/{projectId}/iterations List a project's training iterations · Microsoft Azure Get Iterations For The Project #

Ask an LLM

“What training iterations exist for my project?”

“Can I see every model iteration trained in a project?”

Tell an agent

List the iterations of project {projectId}.

Show all trained iterations for project {projectId}.

GET /projects/{projectId}/iterations/{iterationId} Get one training iteration · Microsoft Azure Get A Specific Iteration #

Ask an LLM

“What's the status of one specific training iteration?”

“When was a particular iteration trained and is it exportable?”

Tell an agent

Get iteration {iterationId} of project {projectId}.

Show details for iteration {iterationId} in project {projectId}.

DELETE /projects/{projectId}/iterations/{iterationId} Delete a training iteration · Microsoft Azure Delete A Specific Iteration Of A Project #

Ask an LLM

“Can I delete an old iteration from a project?”

“How do I clean up a training iteration I don't need anymore?”

Tell an agent destructive · confirm first

Delete iteration {iterationId} from project {projectId}.

Remove training iteration {iterationId} of project {projectId}.

PATCH /projects/{projectId}/iterations/{iterationId} Rename a training iteration · Microsoft Azure Update A Specific Iteration #

Ask an LLM

“Can I rename a training iteration after it has been trained?”

“Is it possible to change the name shown for an iteration?”

Tell an agent

Rename iteration {iterationId} in project {projectId} to {name}.

Give iteration {iterationId} of project {projectId} the new name {name}.

GET /projects/{projectId}/iterations/{iterationId}/export List exports created for an iteration · Microsoft Azure Get The List Of Exports For A Specific Iteration #

Ask an LLM

“Which exports have already been created for an iteration?”

“Can I check whether an iteration's export is finished?”

Tell an agent

List the exports of iteration {iterationId} in project {projectId}.

Show existing export jobs for iteration {iterationId} of project {projectId}.

POST /projects/{projectId}/iterations/{iterationId}/export Export a trained iteration for a platform · Microsoft Azure Export A Trained Iteration #

Ask an LLM

“How do I export a trained model to run on a device platform?”

“Can I pick an export flavor when exporting an iteration?”

Tell an agent

Export iteration {iterationId} of project {projectId} for platform {platform}.

Export iteration {iterationId} of project {projectId} to {platform} with flavor {flavor}.

GET /projects/{projectId}/iterations/{iterationId}/performance Get an iteration's performance metrics · Microsoft Azure Get Detailed Performance Information About An Iteration #

Ask an LLM

“What performance metrics does a trained iteration report?”

“Can I evaluate an iteration's performance at a specific probability threshold?”

Tell an agent

Get performance for iteration {iterationId} in project {projectId}.

Show performance of iteration {iterationId} of project {projectId} at threshold {threshold}.

GET /projects/{projectId}/iterations/{iterationId}/performance/images List images with an iteration's predictions · Microsoft Azure Get Image With Its Prediction For A Given Project Iteration #

Ask an LLM

“Can I see the images and their predictions for a trained iteration?”

“Which images tagged Dog or Cat did an iteration predict on, 50 at a time?”

Tell an agent

List image predictions for iteration {iterationId} in project {projectId}.

Show {take} predicted images for iteration {iterationId} of project {projectId} with tags {tagIds}.

GET /projects/{projectId}/iterations/{iterationId}/performance/images/count Count images with predictions for an iteration · Microsoft Azure Gets The Number Of Images Tagged With The Provided {tagids}… #

Ask an LLM

“How many images have prediction results for an iteration?”

“Can I count an iteration's predicted images for specific tags only?”

Tell an agent

Count the predicted images for iteration {iterationId} of project {projectId}.

Count images tagged {tagIds} with predictions in iteration {iterationId} of project {projectId}.

POST /projects/{projectId}/iterations/{iterationId}/publish Publish an iteration to a prediction resource · Microsoft Azure Publish A Specific Iteration #

Ask an LLM

“How do I publish a trained iteration so it can serve predictions?”

“Can I overwrite an existing publish name when publishing an iteration?”

Tell an agent

Publish iteration {iterationId} of project {projectId} as {publishName} to prediction resource {predictionId}.

Republish iteration {iterationId} in project {projectId} as {publishName} on {predictionId}, overwriting it.

DELETE /projects/{projectId}/iterations/{iterationId}/publish Unpublish an iteration · Microsoft Azure Unpublish A Specific Iteration #

Ask an LLM

“How do I take a published iteration offline?”

“Can I unpublish a model so the prediction endpoint stops serving it?”

Tell an agent destructive · confirm first

Unpublish iteration {iterationId} of project {projectId}.

Stop publishing iteration {iterationId} in project {projectId}.

POST /projects/{projectId}/train Queue a project for training · Microsoft Azure Queues Project For Training #

Ask an LLM

“How do I kick off training for a Custom Vision project?”

“Can I get an email when project training finishes?”

Tell an agent

Train project {projectId}.

Queue project {projectId} for {trainingType} training with a {reservedBudgetInHours}-hour budget.

POST /projects/import Import a project from an export token · Microsoft Azure Imports A Project #

Ask an LLM

“Can I import a project using an export token?”

“What do I need to bring an exported project into this resource?”

Tell an agent

Import a project from token {token}.

Import the project from export token {token} and name it {name}.

Microsoft Azure Project API

Operations 20

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