YOLO Vision 2026:

Autotraining with Ask AI#

Ask AI turns your requests into actions across Ultralytics Platform. Find datasets, train and compare models, annotate images, export, and deploy through a conversation.

Sign in to Ultralytics Platform and click Ask AI. The AI agent works directly with your datasets and models, automating tasks such as annotation, training, export, and deployment.

To use Platform actions, first create an Ultralytics API key in your personal workspace's Settings > API Keys. Ask AI uses your existing personal key automatically; you do not need to paste it into the conversation. Include the project or dataset link when working with a team workspace.

Ultralytics Platform PPE detection dataset with Ask AI reviewing classes, annotations, and training readiness

Prompts to Try#

Open the relevant dataset or project and ask:

GoalExample prompt
Start a projectCreate a private project called "Wildlife Lab". Find and clone a wildlife detection dataset, then prepare a baseline training run.
Compare resolutionsTrain three models on this dataset at image sizes 640, 800, and 960. Keep all other settings and dataset splits fixed.
Explore a datasetFind container ships, shipping containers, and cranes in xView. Is it a good starting point for port logistics?
Create a baselineTrain YOLO26n on this dataset and name the run "xview-baseline".
Compare modelsCompare the completed models. Which performed best, and why?
Deploy a modelDeploy the completed model with the best validation mAP in this project. Give me its endpoint URL and status.
Auto-annotateUse my best compatible model to annotate unlabeled images in this dataset. Preserve existing annotations.
Review classificationWhich model has the best classification accuracy? Which breeds remain confusing, and what should we try next?
Export a modelExport this model to ONNX and give me the download link when it's ready.

Ultralytics Platform logistics project with Ask AI comparing completed detection models and explaining validation differences

Use Your Own Coding Agent#

Ask AI uses the Platform CLI, ul cloud, and its companion platform-cli skill. You can use the same commands from Claude Code, Codex, or another compatible coding agent.

Install and Connect#

The setup below is for using the Platform CLI with your own coding agent outside Platform.

The ul CLI comes with the Ultralytics package on Python 3.11+. Install or update it:

pip install -U ultralytics

Create a Platform API key and set it in the terminal used by your agent. Check the connection with:

export ULTRALYTICS_API_KEY="YOUR_API_KEY"
ul cloud account summary

Add the Skill#

Follow the Agent Skills installation guide for Claude Code and Codex plugins. For agents supported by the skills CLI, install the Platform skill with:

npx skills add ultralytics/skills --skill platform-cli

Then use prompts like the examples above, including the project or dataset link for context.

Run Commands Directly#

Use your project and model URL slugs in commands:

ul cloud datasets list
ul cloud models list project=license-plate
ul cloud models training project=license-plate model=baseline
ul cloud training start --help

Use ul cloud --help to discover commands and ul cloud <resource> <operation> --help for their arguments. See the Platform API reference for more details.

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