vh ddlZddlZddlmZddlmZeej dZeeZe ddZ de d e fd Z y) N)OpenAI) load_dotenvOPENAI_API_KEY)api_keyu+✅ OpenAI client initialized successfully!a You are an attire classification engine. Analyze the person's clothing and classify the dress code into one of three labels: - 'formal' - 'informal' - 'semi-formal' (only if you are uncertain between the two) Rules: - Only output JSON. No comments, no explanations outside JSON. - Include these fields in your JSON output: { "dress_code": "formal | informal | semi-formal", "reason": "Brief justification for the classification", "formal_score": float between 0 and 1, "informal_score": float between 0 and 1, "confidence": float between 0 and 1 (confidence in your final label) } Scoring guidelines: - 'formal_score' measures how well the attire fits typical formal standards (e.g., shirt, tie, trousers, tucked-in, formal shoes). - 'informal_score' measures presence of casual indicators (e.g., t-shirt, jeans, sneakers, rolled sleeves, untucked shirt). - Use 'semi-formal' only if the scores are very close (e.g., within 0.1 of each other). - 'confidence' should be high (near 1) only if the difference between scores is large (> 0.4), and low (near 0.5) if close. You must always return a complete and valid JSON object. You must return only raw JSON. Do not wrap it in triple backticks. Do not add markdown formatting. base64_imagereturnc b tjjjdddtdddd|idgd gd d }|j d j jj}|jdr0|jddjddj} tj|S#tj$r}td|d|dcYd}~Sd}~wwxYw#t$r(}td|t!|ddd d d dcYd}~Sd}~wwxYw)Nzgpt-4ousertext)typer image_urlurlzdata:image/jpeg;base64,)r r )rolecontenti,g333333?)modelmessages max_tokens temperaturerz```jsonz```u❌ Failed to parse JSON:z Invalid JSON)errorrawu❌ Attire check failed:unknownzFailed to analyze attire)r dress_codereason formal_scoreinformal_score confidence)clientchat completionscreate text_promptchoicesmessagerstrip startswithreplacejsonloadsJSONDecodeErrorprint Exceptionstr)rresponse output_textes r:sV  "))$ %  34 8% s% t% r9