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Section 5 — Use Our AI Agent

SkyPortal’s built-in AI agent isn’t just a chatbot — it deeply understands your environment and workflows.

What the AI Agent Can Do

  • Automate environment setup (e.g., clone repos, install dependencies)
  • Run training jobs without CLI commands
  • Diagnose bottlenecks and suggest hyperparameter improvements
  • Generate or fix scripts based on context
  • Manage clusters and autoscaling without manual YAML/Helm/Cloud scripting

How to Interact

You can interact with the agent via:

  • Natural language in UI
  • CLI/agent commands
  • API automated workflows

Embedded Intelligence

Unlike generic assistants, the SkyPortal agent:

  • Reads logs and metrics
  • Detects anomalies
  • Suggests corrective actions
  • Automates common ops tasks

Example Tasks

  • “Run my model with mixed precision and profile GPU usage”
  • “Clone this GitHub repo and configure the environment”
  • “Schedule nightly training jobs”

The agent also supports secure, permission-aware operations with full audit logs.