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chayanbhansali
commited on
Update app.py
Browse files
app.py
CHANGED
@@ -76,9 +76,10 @@ class RAGChatbot:
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full_prompt = f"Context: {truncated_context}\n\nQuestion: {query}\n\nAnswer:"
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# Generate response
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response = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
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return response.split("Answer:")[-1].strip()
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full_prompt = f"Context: {truncated_context}\n\nQuestion: {query}\n\nAnswer:"
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# Generate response
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tokens = self.tokenizer(full_prompt, return_tensors="pt", padding=True, truncation=True).to(self.model.device)
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inputs = tokens.input_ids.to(self.model.device)
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attention_mask = tokens.attention_mask
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outputs = self.model.generate(inputs, max_new_tokens=128,attention_mask=attention_mask,pad_token_id=self.tokenizer.eos_token_id,repetition_penalty=1.0))
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response = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
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return response.split("Answer:")[-1].strip()
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