Run AI like it's native to your cloud.

You write

pip install imperal-sdk

# my_extension/app.py
from imperal_sdk import Extension, ChatExtension, ActionResult
from pydantic import BaseModel, Field

class GreetParams(BaseModel):
    name: str = Field(description="Person to greet")

ext = Extension(
    "hello-world",
    version="1.0.0",
    display_name="Hello World",
    description="Demo extension.",
    icon="icon.svg",
    actions_explicit=True,
)

chat = ChatExtension(ext, tool_name="hello_world",
                     description="Friendly greetings.")

@chat.function("greet", action_type="read",
               description="Greet someone by name.")
async def greet(ctx, params: GreetParams) -> ActionResult:
    return ActionResult.success(
        data={"text": f"Hello, {params.name}! 🐝"},
        summary=f"Greeted {params.name}",
    )

The OS provides

• ✓Authentication & per-user isolation
• ✓RBAC scopes & confirmation gates
• ✓Audit ledger (federal retention class)
• ✓Retries, timeouts, cancellations
• ✓Long-running task delivery
• ✓Anti-hallucination invariants
• ✓Chain orchestration across extensions
• ✓Pydantic typed-args + LLM feedback loop