Quick Reference

Python API

import asyncio
from victor.framework import Agent, EventType

async def main():
    async with await Agent.create(provider="ollama", model="llama3.1:8b") as agent:
        result = await agent.run("Explain this repository")
        print(result.content)
        async for event in agent.stream("Summarize the key points"):
            if event.type == EventType.CONTENT:
                print(event.content, end="")

asyncio.run(main())

Agent.chat(prompt) creates a chat session synchronously. Use await session.send(...)
for subsequent turns. Agent.stream, not Agent.astream, provides streamed events.
See Python API for session and result details.

Workflows

Use the workflow tutorial for YAML files and StateGraph.
await agent.run_workflow(name, context={...}) runs a named workflow supplied by the
configured vertical. It does not load a YAML filename.

Teams

Use await Agent.create_team(name=..., goal=..., members=...), then await team.run().
See multi-agent teams for a complete example.

CLI

victor --help
victor chat --help
victor workflow --help
victor scheduler --help

The installed command's help lists the available flags for your version. See the
CLI reference, installation,
and configuration guides.

The former expanded cheatsheet is preserved in page history.