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from transformers import AutoModelForCausalLM, AutoTokenizer
# Load the Arabic GPT-2 model
model_name = "aubmindlab/aragpt2-medium"
model = AutoModelForCausalLM.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
# Function to generate chatbot responses
def generate_response(context, question):
input_text = context + "\nسؤال: " + question + "\nإجابة: "
input_ids = tokenizer(input_text, return_tensors="pt").input_ids
output = model.generate(input_ids, max_length=150, num_return_sequences=1)
return tokenizer.decode(output[0], skip_special_tokens=True) |