fix size and weight hallucination. Problem: cannot detect image feature with the old prompt

app.py

@@ -37,6 +37,7 @@ Brushed wool-blend melton coat.
 · Welt pocket and flap pockets
 · Padded shoulders
 · Size 30 x 20 x 60 cm 
+· Weight only 9kg
 · Four-button surgeon's cuffs
 · TextPatch at cuff
 · Logo cutout at back collar
@@ -147,12 +148,8 @@ def detect_features(image_paths, garment_type, language="English"):
             "content": [
                 {
                 "type": "text",
-                "text": f"""Describe the features of the {garment_type} in the photos in less than 100 words.
-                What is the intended use of the {garment_type} in this image, use at most 5 words for intended use?
-                Generate alt text for each of the images.
-                Make sure to output the alt text in {language} language.
-                If the photo does not contain a garment, return 'No garment detected'.
-                If the photo contains a garment, return the result in in the following JSON format without any preceding or trailing 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], 
@@ -343,7 +340,7 @@ def generate(*data):
     if image_features is not None and len(image_features) > 0:
         alt_texts = image_features["alt_text"]
         detected_features = ", ".join(image_features["features"])
-        intended_use = "Intended use: " + ", ".join(image_features["intended_use"])
+        intended_use = ", ".join(image_features["intended_use"])
         print(f"Detected features: {detected_features}, Intended use: {intended_use}, Alt text: {alt_texts}")
 
     # if glossary:
@@ -376,7 +373,7 @@ Do not use the structure of the reference copy in the output.
 Do not use any of the excluded words in the output.
 Include all included words in the output.
 Do not hallucinate any information. 
-Do not hallucinate information about size. Write about size only if it is available in the list of features.
+Do not hallucinate information about size and weight. Write about size and weight only if it is available in the list of features.
 Use creative language in each output, do not use the common ways of starting product descriptions.
 Avoid common phrases and cliches such as "Step into something", "Elevate something", "Discover something", "Unleash something", "Embrace something", and similar phrases.
 For each version, try to write in different style.
@@ -414,7 +411,8 @@ Return the result in the following JSON format:
 Make sure that the output is in JSON format, no extra text should be included in the output.                                
                                  
 Product information:
-Key features: {feature + detected_features} 
+Key features: {feature} 
+{detected_features} 
 
 Intended use: {intended_use} 
 
@@ -441,7 +439,7 @@ Make sure that the structure of each output follows the structure of the referen
 Do not use any of the excluded words in the output.
 Include all included words in the output.
 Do not hallucinate any information. 
-Do not hallucinate information about size. Write about size only if it is available in the list of features.
+Do not hallucinate information about size and weight. Write about size and weight only if it is available in the list of features.
 Use creative language in each output, do not use the common ways of starting product descriptions.
 Avoid common phrases and cliches such as "Step into something", "Elevate something", "Discover something", "Unleash something", "Embrace something", and similar phrases.
 For each version, try to write in different style.
@@ -478,7 +476,8 @@ Return the result in the following JSON format:
 Make sure that the output is in JSON format, no extra text should be included in the output.
 
 Product information:
-Key features: {feature + detected_features}
+Key features: {feature}
+{detected_features}
 
 Intended use: {intended_use}
 
@@ -505,7 +504,7 @@ Make sure that the structure of each output follows the reference structure.
 Do not use any of the excluded words in the output.
 Include all included words in the output.
 Do not hallucinate any information. 
-Do not hallucinate information about size. Write about size only if it is available in the list of features.
+Do not hallucinate information about size and weight. Write about size and weight only if it is available in the list of features.
 Use creative language in each output, do not use the common ways of starting product descriptions.
 Avoid common phrases and cliches such as "Step into something", "Elevate something", "Discover something", "Unleash something", "Embrace something", and similar phrases.
 For each version, try to write in different style.
@@ -542,7 +541,8 @@ Return the result in the following JSON format:
 Make sure that the output is in JSON format, no extra text should be included in the output.                                
                                  
 Product information:
-Key features: {feature + detected_features} 
+Key features: {feature}
+{detected_features} 
 
 Intended use: {intended_use}