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dify-plugin-sdks/python/examples/code_based_workflow/tools/llm.py
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2024-09-24 20:16:53 +08:00

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1.1 KiB
Python

from collections.abc import Generator
from typing import Any
from dify_plugin import Tool
from dify_plugin.entities.model.llm import LLMModelConfig
from dify_plugin.entities.tool import ToolInvokeMessage
from dify_plugin.entities.model.message import SystemPromptMessage, UserPromptMessage
class LLMTool(Tool):
def _invoke(self, tool_parameters: dict[str, Any]) -> Generator[ToolInvokeMessage]:
response = self.session.model.llm.invoke(
model_config=LLMModelConfig(
provider='openai',
model='gpt-4o-mini',
mode='chat',
completion_params={}
),
prompt_messages=[
SystemPromptMessage(
content='you are a helpful assistant'
),
UserPromptMessage(
content=tool_parameters.get('query')
)
],
stream=True
)
for chunk in response:
if chunk.delta.message:
assert isinstance(chunk.delta.message.content, str)
yield self.create_text_message(text=chunk.delta.message.content)