autogen/python/samples/marketing-agents/graphic_designer.py
Jack Gerrits 853b00b0f0 Add message context to message handler (#367)
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
2024-08-17 03:14:09 +00:00

39 lines
1.4 KiB
Python

import logging
from typing import Literal
import openai
from agnext.components import (
TypeRoutedAgent,
message_handler,
)
from agnext.core import MessageContext
from messages import ArticleCreated, GraphicDesignCreated
class GraphicDesignerAgent(TypeRoutedAgent):
def __init__(
self,
client: openai.AsyncClient,
model: Literal["dall-e-2", "dall-e-3"] = "dall-e-3",
):
super().__init__("")
self._client = client
self._model = model
@message_handler
async def handle_user_chat_input(self, message: ArticleCreated, ctx: MessageContext) -> None:
logger = logging.getLogger("graphic_designer")
try:
logger.info(f"Asking model to generate an image for the article '{message.article}'.")
response = await self._client.images.generate(
model=self._model, prompt=message.article, response_format="url"
)
logger.info(f"Image response: '{response.data[0]}'")
assert len(response.data) > 0 and response.data[0].url is not None
image_uri = response.data[0].url
logger.info(f"Generated image for article. Got response: '{image_uri}'")
await self.publish_message(GraphicDesignCreated(UserId=message.UserId, imageUri=image_uri))
except Exception as e:
logger.error(f"Failed to generate image for article. Error: {e}")