Multimodal Team

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os.app import AgentOS
from agno.os.interfaces.slack import Slack
from agno.team import Team
from agno.tools.dalle import DalleTools
from agno.tools.websearch import WebSearchTools

vision_analyst = Agent(
    name="Vision Analyst",
    model=OpenAIChat(id="gpt-5.4-mini"),
    role="Analyzes images, files, and visual content in detail.",
    instructions=[
        "You are an expert visual analyst.",
        "When given an image, describe it thoroughly: subjects, colors, composition, text, mood.",
        "When given files (CSV, code, text), analyze their content and provide insights.",
        "Always format with markdown: bold, italics, bullet points.",
    ],
    markdown=True,
)

creative_agent = Agent(
    name="Creative Agent",
    model=OpenAIChat(id="gpt-5.4-mini"),
    role="Generates images with DALL-E and searches the web.",
    tools=[DalleTools(), WebSearchTools()],
    instructions=[
        "You are a creative assistant with image generation abilities.",
        "Use DALL-E to generate images when asked.",
        "Use web search when you need reference information.",
        "Describe generated images briefly after creation.",
    ],
    markdown=True,
)

multimodal_team = Team(
    name="Multimodal Team",
    mode="coordinate",
    model=OpenAIChat(id="gpt-5.4-mini"),
    members=[vision_analyst, creative_agent],
    instructions=[
        "Route image analysis and file analysis tasks to Vision Analyst.",
        "Route image generation and web search tasks to Creative Agent.",
        "If the user sends an image and asks to recreate/modify it, first ask Vision Analyst to describe it, then ask Creative Agent to generate a new version.",
    ],
    show_members_responses=False,
    markdown=True,
)

agent_os = AgentOS(
    teams=[multimodal_team],
    interfaces=[
        Slack(
            team=multimodal_team,
            streaming=True,
            reply_to_mentions_only=True,
            suggested_prompts=[
                {
                    "title": "Analyze",
                    "message": "Send me an image and I'll analyze it in detail",
                },
                {
                    "title": "Generate",
                    "message": "Generate an image of a sunset over mountains",
                },
                {"title": "Search", "message": "Search for the latest AI art trends"},
            ],
        )
    ],
)
app = agent_os.get_app()


if __name__ == "__main__":
    agent_os.serve(app="multimodal_team:app", reload=True)