Deploy Doctor

Doctor confirms that Python, ports, agents.yaml, and the host CLIs (docker, aws, az, gcloud) are ready before you deploy.

from praisonai_deploy import run_all_checks

report = run_all_checks("agents.yaml")
print(report.all_passed)

Quick Start

Run every check

praisonai deploy doctor --all

From Python

from praisonai_deploy import run_all_checks

report = run_all_checks("agents.yaml")
for check in report.checks:
    print(check.name, check.passed)

What It Checks

run_all_checks runs local, Docker, and cloud-provider checks.

Check	Passes when
Python Version	Python 3.9 or higher
Port	The configured port is free
agents.yaml	A valid `deploy:` section is present
Docker	`docker --version` succeeds
AWS CLI	`aws sts get-caller-identity` succeeds
Azure CLI	`az account show` succeeds
GCP CLI	`gcloud config get-value project` returns a project

Each failing check includes a fix_suggestion telling you how to resolve it.

DoctorReport

run_all_checks returns a DoctorReport.

Property	Type	Description
`checks`	`List[DoctorCheckResult]`	Individual check results
`total_checks`	`int`	Number of checks run
`passed_checks`	`int`	Number that passed
`failed_checks`	`int`	Number that failed
`all_passed`	`bool`	Whether every check passed

Each DoctorCheckResult has name, passed, message, and an optional fix_suggestion.

Common Patterns

Gate a deploy on readiness.

from praisonai_deploy import Deploy, run_all_checks

report = run_all_checks("agents.yaml")
if report.all_passed:
    Deploy.from_yaml("agents.yaml").deploy()
else:
    for check in report.checks:
        if not check.passed:
            print(check.name, "->", check.fix_suggestion)

Best Practices

Run doctor in CI before deploy

A failing doctor check stops a broken deploy before it starts, saving a slow round-trip to a cloud provider.

Read the fix_suggestion

Every failed check tells you exactly what to run — aws configure, az login, gcloud init, or install a missing CLI.

CLI Reference

The praisonai deploy command group

Overview

Deploy package overview

Getting Started

Install

Core Concepts

Guides

Features

Models

Databases

Observability

Memory

Telemetry & Analytics

Knowledge

RAG

Persistence

Tools

Other Features

Developers

Configuration

Best Practices

Getting Started (No Code)

Quick Start

What It Checks

DoctorReport

Common Patterns

Best Practices

CLI Reference

Overview

​Quick Start

​What It Checks

​DoctorReport

​Common Patterns

​Best Practices

​Related

CLI Reference

Overview

Quick Start

What It Checks

DoctorReport

Common Patterns

Best Practices

Related