for \'please\'", "learning_language": "Arabic", "native_language": "English", "full_query": "I\'m trying to learn the Arabic word for \'please\'."}']## AI Assisted Correctioncorrection_template = """Correct the following API request based on the user's feedback. If the user indicates no changes are needed, output the original without making any changes.REQUEST: {request}User Feedback / requested changes: {user_feedback}Finalized Request: """prompt = PromptTemplate.from_template(correction_template)correction_chain = LLMChain(llm=llm, prompt=prompt)ground_truth = []for query, request_arg in list(zip(queries, request_args)):    feedback = input(f"Query: {query}\nRequest: {request_arg}\nRequested changes: ")    if feedback == "n" or feedback == "none" or not feedback:        ground_truth.append(request_arg)        continue    resolved = correction_chain.run(request=request_arg, user_feedback=feedback)    ground_truth.append(resolved.strip())    print("Updated request:", resolved)    Query: Can you explain how to say 'hello' in Spanish?    Request: {"task_description": "say 'hello'", "learning_language": "Spanish", "native_language": "English", "full_query": "Can you explain how to say 'hello' in Spanish?"}    Requested changes:     Query: I need help understanding the French word for 'goodbye'.    Request: {"task_description": "understanding the French word for 'goodbye'", "learning_language": "French", "native_language": "English", "full_query": "I need help understanding the French word for 'goodbye'."}    Requested changes:     Query: