ctm-space / ctm /processors /processor_gpt4_text_emotion.py
Haofei Yu
update the deployable ctm (#22)
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from typing import Any
from ctm.processors.processor_gpt4 import GPT4Processor
# Assuming GPT4Processor has a properly typed `register_processor` method
@GPT4Processor.register_processor("gpt4_text_emotion_processor")
class GPT4TextEmotionProcessor(GPT4Processor):
def __init__(self, *args: Any, **kwargs: Any) -> None:
super().__init__(*args, **kwargs) # Call to parent class constructor
def init_task_info(self) -> None:
self.task_instruction = "You are a text emotion classifier. You can understand the emotion within the text and generate the emotion label. If there is no text detected, please answer with None."
if __name__ == "__main__":
# Instantiate the specific subclass for text emotion processing
processor = GPT4TextEmotionProcessor()
text = "I am feeling great today! The sun is shining and I've got a lot of work done."
summary: str = processor.ask_info(query="Identify the emotion.", text=text)
print(summary)