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from transformers import RobertaTokenizer, T5ForConditionalGeneration
def query(lang,user_prompt):
tokenizer = RobertaTokenizer.from_pretrained('Salesforce/codet5-base-multi-sum')
model = T5ForConditionalGeneration.from_pretrained('Salesforce/codet5-base-multi-sum')
prompt=f"""<|system|>As an expert in {lang}, summarize the following function.</s>\n<|user|>\n {user_prompt}\n<|assistant|>"""
input_ids = tokenizer(prompt, return_tensors="pt").input_ids
generated_ids = model.generate(input_ids, max_length=20)
return tokenizer.decode(generated_ids[0], skip_special_tokens=True)
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