Fix detect language, use gpt-4o

app.py

@@ -486,45 +486,6 @@ def detect_features(image_paths, garment_type, language="English"):
         base64_images = [encode_image(image_path[0]) for image_path in image_paths]
         if garment_type == "" or garment_type == "all":
             garment_type = "garment"
-    
-        # headers = {
-        # "Content-Type": "application/json",
-        # "Authorization": f"Bearer {openai.api_key}"
-        # }
-
-        # payload = {
-        # "model": "gpt-4o",
-        # "messages": [
-        #     {
-        #     "role": "user",
-        #     "content": [
-        #         {
-        #         "type": "text",
-        #         "text": f"""Describe the features of the {garment_type} in the photos.
-        #         Return the result in in the following JSON format without any preceding or trailing text: 
-
-        #         {{
-        #             "features": [list of comma separated features], 
-        #             "intended_use": [list of comma separated intended uses], 
-        #             "alt_text": [list of alt text for image 1, alt text for image 2]
-        #         }}"""
-        #         },
-        #     ] + [{
-        #         "type": "image_url",
-        #         "detail": "low",
-        #         "image_url": {
-        #             "url": f"data:image/jpeg;base64,{base64_image}"
-        #         }
-        #         } for base64_image in base64_images]
-        #     }
-        # ],
-        # "temperature": 0.0,
-        # "max_tokens": 300
-        # }
-
-        # response = requests.post("https://api.openai.com/v1/chat/completions", headers=headers, json=payload)
-
-        # print(response)
 
         chat = get_model("gpt-4o", temperature=0.0)
 
@@ -557,7 +518,11 @@ def detect_features(image_paths, garment_type, language="English"):
             jresponse["intended_use"] = jresponse.get("intended_use", []) + jresponse_i.get("intended_use", [])
             jresponse["alt_text"] = jresponse.get("alt_text", []) + [jresponse_i.get("alt_text", "")]
 
-
+        feature_set = set(jresponse["features"])
+        intended_use_set = set(jresponse["intended_use"])
+        jresponse["features"] = list(feature_set)
+        jresponse["intended_use"] = list(intended_use_set)
+        print(jresponse)
 
         return jresponse, base64_images
     except Exception as e:
@@ -587,6 +552,8 @@ def parse_structure(struct_ref):
 def detect_language(texts, model):
     langs = ["_"] * len(texts)
 
+    model = get_model("gpt-4o", temperature=0.0)
+
     try:
         messages = []
         lang_map = {}