from agnt5 import Agent, tool

@tool
async def search_docs(ctx, query: str) -> list[str]:
    """Search the documentation for relevant information."""
    return await vector_store.search(query, limit=5)

@tool
async def create_ticket(ctx, title: str, description: str) -> str:
    """Create a support ticket in the system."""
    return await ticketing_api.create(title=title, description=description)

support_agent = Agent(
    name="support",
    model="anthropic/claude-sonnet-4-20250514",
    instructions="You help users with technical questions. Search docs first, create tickets for bugs.",
    tools=[search_docs, create_ticket],
)

# Run the agent (streaming)
async for event in support_agent.run("How do I configure retry policies?"):
    if event.event_type == "lm.content_block.delta":
        print(event.content, end="")

# Or run without streaming
result = await support_agent.run_sync("How do I configure retry policies?")
print(result.output)

# Deploy to production
agnt5 auth login
agnt5 deploy