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from openai import OpenAI client = OpenAI(api_key="KEY") def thematic_analysis_ai_interview(comment): messages = [ {"role": "system", "content": "You are an expert in text analysis and thematic extraction."}, { "role": "user", "content": f""" Analyze the following comment: "{comment}" Your task is to: 1. Determine if the comment is related to AI-based interviews, automated hiring systems, or algorithmic recruitment tools. 2. If yes, provide: - A brief summary of the main idea (1-2 sentences). - Keywords that represent the main theme. - A suggested thematic category. 3. If no, provide: - A 'No' response with a brief explanation of why the comment is not related to these topics. Please respond in the following format: - Related: Yes/No - Summary: ... - Keywords: ... - Suggested Theme: ... - Explanation (if not related): ... """ } ] try: # Call the chat completion endpoint response = client.chat.completions.create( model="gpt-3.5-turbo", messages=messages, max_tokens=300, temperature=0.5, ) # Access the response content return response.choices[0].message.content.strip() except Exception as e: return f"Error occurred: {str(e)}" result = thematic_analysis_ai_interview(comment) print(result)
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