Chris4K commited on
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e03f966
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Update text_generation.py

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  1. text_generation.py +30 -0
text_generation.py CHANGED
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+ from transformers import Tool
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+ from transformers import pipeline
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+
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+ class TextGenerationTool(Tool):
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+ name = "text_generator"
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+ description = (
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+ "This is a tool for text generation. It takes a prompt as input and returns the generated text."
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+ )
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+
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+ inputs = ["text"]
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+ outputs = ["text"]
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+
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+ def __call__(self, prompt: str):
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+ # Replace the following line with your text generation logic
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+ #generated_text = f"Generated text based on the prompt: '{prompt}'"
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+
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+ # Initialize the text generation pipeline
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+ text_generator = pipeline(model="bigcode/starcoder")
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+
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+ # Generate text based on a prompt
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+ generated_text = text_generator(prompt, max_length=500, num_return_sequences=1, temperature=0.7)
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+
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+ # Print the generated text
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+ print(generated_text)
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+
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+
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+
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+ return generated_text
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+
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+