wehub-resource-sync
56 lines
1.6 KiB
Python
56 lines
1.6 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
|
|
|
|
import asyncio
|
|
import base64
|
|
from io import BytesIO
|
|
|
|
from semantic_kernel.prompt_template import PromptTemplateConfig
|
|
|
|
try:
|
|
from PIL import Image
|
|
|
|
pil_available = True
|
|
except ImportError:
|
|
pil_available = False
|
|
|
|
from semantic_kernel import Kernel
|
|
from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion, OpenAITextToImage
|
|
from semantic_kernel.contents import ChatHistory, ChatMessageContent, ImageContent, TextContent
|
|
from semantic_kernel.functions.kernel_arguments import KernelArguments
|
|
|
|
|
|
async def main():
|
|
kernel = Kernel()
|
|
service = OpenAITextToImage()
|
|
kernel.add_service(service)
|
|
kernel.add_service(OpenAIChatCompletion(service_id="default"))
|
|
|
|
image_b64 = await service.generate_image(description="a painting of a flower vase", width=1024, height=1024)
|
|
|
|
if pil_available:
|
|
img = Image.open(BytesIO(base64.b64decode(image_b64)))
|
|
img.show()
|
|
|
|
result = await kernel.invoke_prompt(
|
|
prompt="{{$chat_history}}",
|
|
prompt_template_config=PromptTemplateConfig(allow_dangerously_set_content=True),
|
|
arguments=KernelArguments(
|
|
chat_history=ChatHistory(
|
|
messages=[
|
|
ChatMessageContent(
|
|
role="user",
|
|
items=[
|
|
TextContent(text="What is in this image?"),
|
|
ImageContent(data=image_b64, data_format="base64", mime_type="image/png"),
|
|
],
|
|
)
|
|
]
|
|
)
|
|
),
|
|
)
|
|
print(result)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
asyncio.run(main())
|