Create code_summarizer.py

code_summarizer.py

@@ -0,0 +1,11 @@
+from transformers import RobertaTokenizer, T5ForConditionalGeneration
+
+def query(user_prompt):
+    tokenizer = RobertaTokenizer.from_pretrained('Salesforce/codet5-base-multi-sum')
+    model = T5ForConditionalGeneration.from_pretrained('Salesforce/codet5-base-multi-sum')
+    prompt=f"""<|system|>\nYou are an intelligent chatbot and an expert in python programming language.
+    Your task is to understand and summarize</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)