257 lines
14 KiB
Python
257 lines
14 KiB
Python
from enum import Enum
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class QuestionType(Enum):
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WRITING_TASK_1 = "Writing Task 1"
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WRITING_TASK_2 = "Writing Task 2"
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SPEAKING_1 = "Speaking Task Part 1"
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SPEAKING_2 = "Speaking Task Part 2"
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def get_grading_messages(question_type: QuestionType, question: str, answer: str, context: str = None):
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if QuestionType.WRITING_TASK_1 == question_type:
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messages = [
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{
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"role": "user",
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"content": "You are a IELTS examiner.",
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},
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{
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"role": "user",
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"content": f"The question you have to grade is of type Writing Task 1 and is the following: {question}",
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}
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]
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if not (context is None or context == ""):
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messages.append({
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"role": "user",
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"content": f"To grade the previous question, bear in mind the following context: {context}",
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})
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messages.extend([
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{
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"role": "user",
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"content": "It is mandatory for you to provide your response with the overall grade and breakdown grades, "
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"with just the following json format: {'comment': 'comment about answer quality', 'overall': 7.0, "
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"'task_response': {'Task Achievement': 8.0, 'Coherence and Cohesion': 6.5, 'Lexical Resource': 7.5, "
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"'Grammatical Range and Accuracy': 6.0}}",
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},
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{
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"role": "user",
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"content": "Example output: { 'comment': 'Overall, the response is good but there are some areas that need "
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"improvement.\n\nIn terms of Task Achievement, the writer has addressed all parts of the question "
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"and has provided a clear opinion on the topic. However, some of the points made are not fully "
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"developed or supported with examples.\n\nIn terms of Coherence and Cohesion, there is a clear "
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"structure to the response with an introduction, body paragraphs and conclusion. However, there "
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"are some issues with cohesion as some sentences do not flow smoothly from one to another.\n\nIn "
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"terms of Lexical Resource, there is a good range of vocabulary used throughout the response and "
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"some less common words have been used effectively.\n\nIn terms of Grammatical Range and Accuracy, "
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"there are some errors in grammar and sentence structure which affect clarity in places.\n\nOverall, "
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"this response would score a band 6.5.', 'overall': 6.5, 'task_response': "
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"{ 'Coherence and Cohesion': 6.5, 'Grammatical Range and Accuracy': 6.0, 'Lexical Resource': 7.0, "
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"'Task Achievement': 7.0}}",
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},
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{
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"role": "user",
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"content": f"Evaluate this answer according to ielts grading system: {answer}",
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},
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])
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return messages
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elif QuestionType.WRITING_TASK_2 == question_type:
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return [
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{
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"role": "user",
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"content": "You are a IELTS examiner.",
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},
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{
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"role": "user",
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"content": f"The question you have to grade is of type Writing Task 2 and is the following: {question}",
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},
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{
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"role": "user",
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"content": "It is mandatory for you to provide your response with the overall grade and breakdown grades, "
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"with just the following json format: {'comment': 'comment about answer quality', 'overall': 7.0, "
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"'task_response': {'Task Achievement': 8.0, 'Coherence and Cohesion': 6.5, 'Lexical Resource': 7.5, "
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"'Grammatical Range and Accuracy': 6.0}}",
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},
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{
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"role": "user",
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"content": "Example output: { 'comment': 'Overall, the response is good but there are some areas that need "
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"improvement.\n\nIn terms of Task Achievement, the writer has addressed all parts of the question "
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"and has provided a clear opinion on the topic. However, some of the points made are not fully "
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"developed or supported with examples.\n\nIn terms of Coherence and Cohesion, there is a clear "
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"structure to the response with an introduction, body paragraphs and conclusion. However, there "
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"are some issues with cohesion as some sentences do not flow smoothly from one to another.\n\nIn "
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"terms of Lexical Resource, there is a good range of vocabulary used throughout the response and "
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"some less common words have been used effectively.\n\nIn terms of Grammatical Range and Accuracy, "
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"there are some errors in grammar and sentence structure which affect clarity in places.\n\nOverall, "
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"this response would score a band 6.5.', 'overall': 6.5, 'task_response': "
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"{ 'Coherence and Cohesion': 6.5, 'Grammatical Range and Accuracy': 6.0, 'Lexical Resource': 7.0, "
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"'Task Achievement': 7.0}}",
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},
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{
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"role": "user",
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"content": f"Evaluate this answer according to ielts grading system: {answer}",
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},
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]
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elif QuestionType.SPEAKING_1 == question_type:
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return [
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{
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"role": "user",
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"content": "You are a IELTS examiner.",
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},
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{
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"role": "user",
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"content": f"The question you have to grade is of type Speaking Task Part 1 and is the following: {question}",
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},
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{
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"role": "user",
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"content": "It is mandatory for you to provide your response with the overall grade and breakdown grades, "
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"with just the following json format: {'comment': 'comment about answer quality', 'overall': 7.0, "
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"'task_response': {'Fluency and Coherence': 8.0, 'Lexical Resource': 6.5, "
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"'Grammatical Range and Accuracy': 7.5, 'Pronunciation': 6.0}}",
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},
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{
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"role": "user",
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"content": "Example output: { 'comment': 'The candidate has provided a clear response to the question and has "
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"given examples of how they spend their weekends. However, there are some issues with grammar and "
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"pronunciation that affect the overall score. In terms of fluency and coherence, the candidate speaks "
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"clearly and smoothly with only minor hesitations. They have also provided a well-organized response "
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"that is easy to follow. Regarding lexical resource, the candidate has used a range of vocabulary "
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"related to weekend activities but there are some errors in word choice that affect the meaning of "
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"their sentences. In terms of grammatical range and accuracy, the candidate has used a mix of simple "
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"and complex sentence structures but there are some errors in subject-verb agreement and preposition "
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"use. Finally, regarding pronunciation, the candidate's speech is generally clear but there are some "
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"issues with stress and intonation that make it difficult to understand at times.', 'overall': 6.5, "
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"'task_response': {'Fluency and Coherence': 7.0, 'Lexical Resource': 6.5, 'Grammatical Range and Accuracy': 7.0,"
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" 'Pronunciation': 6.0}}",
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},
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{
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"role": "user",
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"content": f"Evaluate this answer according to ielts grading system: {answer}",
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},
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]
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elif QuestionType.SPEAKING_2 == question_type:
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return [
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{
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"role": "user",
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"content": "You are a IELTS examiner.",
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},
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{
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"role": "user",
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"content": f"The question you have to grade is of type Speaking Task Part 2 and is the following: {question}",
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},
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{
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"role": "user",
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"content": "It is mandatory for you to provide your response with the overall grade and breakdown grades, "
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"with just the following json format: {'comment': 'comment about answer quality', 'overall': 7.0, "
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"'task_response': {'Fluency and Coherence': 8.0, 'Lexical Resource': 6.5, "
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"'Grammatical Range and Accuracy': 7.5, 'Pronunciation': 6.0}}",
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},
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{
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"role": "user",
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"content": "Example output: { 'comment': 'The candidate has provided a clear response to the question and has "
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"given examples of how they spend their weekends. However, there are some issues with grammar and "
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"pronunciation that affect the overall score. In terms of fluency and coherence, the candidate speaks "
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"clearly and smoothly with only minor hesitations. They have also provided a well-organized response "
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"that is easy to follow. Regarding lexical resource, the candidate has used a range of vocabulary "
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"related to weekend activities but there are some errors in word choice that affect the meaning of "
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"their sentences. In terms of grammatical range and accuracy, the candidate has used a mix of simple "
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"and complex sentence structures but there are some errors in subject-verb agreement and preposition "
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"use. Finally, regarding pronunciation, the candidate's speech is generally clear but there are some "
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"issues with stress and intonation that make it difficult to understand at times.', 'overall': 6.5, "
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"'task_response': {'Fluency and Coherence': 7.0, 'Lexical Resource': 6.5, 'Grammatical Range and Accuracy': 7.0,"
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" 'Pronunciation': 6.0}}",
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},
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{
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"role": "user",
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"content": f"Evaluate this answer according to ielts grading system: {answer}",
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},
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]
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else:
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raise Exception("Question type not implemented: " + question_type.value)
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def get_question_gen_messages(question_type: QuestionType):
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if QuestionType.WRITING_TASK_2 == question_type:
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return [
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{
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"role": "user",
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"content": "You are a IELTS program that generates questions for the exams.",
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},
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{
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"role": "user",
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"content": "The question you have to generate is of type Writing Task 2.",
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},
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{
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"role": "user",
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"content": "It is mandatory for you to provide your response with the question "
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"just with the following json format: {'question': 'question'}",
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},
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{
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"role": "user",
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"content": "Example output: { 'question': 'We are becoming increasingly dependent on computers. "
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"They are used in businesses, hospitals, crime detection and even to fly planes. What things will "
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"they be used for in the future? Is this dependence on computers a good thing or should we he more "
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"auspicious of their benefits?'}",
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},
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{
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"role": "user",
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"content": "Generate a question for IELTS exam Writing Task 2.",
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},
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]
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elif QuestionType.SPEAKING_1 == question_type:
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return [
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{
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"role": "user",
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"content": "You are a IELTS program that generates questions for the exams.",
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},
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{
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"role": "user",
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"content": "The question you have to generate is of type Speaking Task Part 1.",
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},
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{
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"role": "user",
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"content": "It is mandatory for you to provide your response with the question "
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"just with the following json format: {'question': 'question'}",
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},
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{
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"role": "user",
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"content": "Example output: { 'question': 'Let’s talk about your home town or village. "
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"What kind of place is it? What’s the most interesting part of your town/village? "
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"What kind of jobs do the people in your town/village do? "
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"Would you say it’s a good place to live? (Why?)'}",
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},
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{
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"role": "user",
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"content": "Generate a question for IELTS exam Speaking Task.",
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},
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]
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elif QuestionType.SPEAKING_2 == question_type:
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return [
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{
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"role": "user",
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"content": "You are a IELTS program that generates questions for the exams.",
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},
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{
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"role": "user",
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"content": "The question you have to generate is of type Speaking Task Part 2.",
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},
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{
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"role": "user",
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"content": "It is mandatory for you to provide your response with the question "
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"just with the following json format: {'question': 'question'}",
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},
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{
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"role": "user",
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"content": "Example output: { 'question': 'Describe something you own which is very important to you. "
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"You should say: where you got it from how long you have had it what you use it for and "
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"explain why it is important to you.'}",
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},
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{
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"role": "user",
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"content": "Generate a question for IELTS exam Speaking Task.",
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},
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]
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else:
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raise Exception("Question type not implemented: " + question_type.value)
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