fix list prompts, detect feature prompts

app.py

@@ -116,56 +116,56 @@ default_model = "gemini-2.0-flash-thinking-exp-01-21"
 openai.api_key = os.environ["OPENAI_API_KEY"]
 
 struct_copy_prompt = """Generate {nversions} versions of the product description for a product with the following information.
-Write in a way that target the customer.
 For each version, write at least {min_length} words and at most {max_length} words.
 Make sure that the structure of each output follows the reference structure. Do not add any additional sentences or structures that are not in the reference structure.
 Make sure to use the tone of voice, rythm, cadence and style of the reference copy for each output.
 Use markdown format for each output.
-Do not include any part of the reference structure in the output.
+Do not copy any part of the reference structure to the output.
 The structure of the output should follow the reference structure.
-Do not use the structure of the reference copy in the output. 
+Make sure to keep to the requirements of the structure, writing no more or less than specified.
+Do not use the structure of the reference copy for the output.
 Do not use any of the excluded words in the output.
-Try to inlcude included words in the output when relevant.
-Use the relevant information from the product features and intended use in the output.
-Do not hallucinate any information about the product, use only the provided key features and intended use to write about the product.
-Note that the reference copy should be used for style and tone only, do not use any part of the reference copy in the output. 
+Try to include included words in the output when relevant.
+Use the relevant information from the product features in the output.
+Do not hallucinate any information about the product, use only the provided key features to write about the product.
+Note that the reference copy should be used for style and tone only.
 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.
-Put each item in the list on a separate line. Use '-' character to start each item.  
+If there is a list in the output, put each item in the list on a separate line and use '-' character to start each item.
 Rate the quality of each version based on the following criteria:
-    - how faithful it describes the product features. 
-    - how well it follows the reference structure. 
+    - how well it describes the product features.
+    - how well it follows the reference structure.
     - how well it follows the tone of voice, rythm, cadence and style of the reference copy.
-    - how well it avoid the excluded words.                                 
-    - how well it includes the included words.                                 
-    - how creative the language is.                                    
-The score should be a number between 0 and 10 with 10 being the best quality.                              
+    - how well it avoid the excluded words.
+    - how well it includes the included words.
+    - how creative the language is.
+The score should be a number between 0 and 10 with 10 being the best quality.
 Return the result in the following JSON format:
 {{
-    "versions": [                                 
+    "versions": [
         {{
             "id": 1,
             "content": The first product description,
-            "explanation": A less than 20 word explanation of the score of the first product description,                         
+            "explanation": A less than 20 word explanation of the score of the first product description,
             "score": The score of the first product description
         }},
         {{
             "id": 2,
             "content": The second product description,
-            "explanation": A less than 20 word explanation of the score of the first product description,                                     
+            "explanation": A less than 20 word explanation of the score of the first product description,
             "score": The score of the second product description
         }},
-        ...                                 
-    ],                                      
+        ...
+    ],
     "best_version": {{
-        "explanation": Explanation for why this version is the best,                                                              
-        "id": The id of the best version                                                             
-    }}                                                          
-}}                              
-Make sure that the output is in JSON format, no extra text should be included in the output.                                
-                                 
+        "explanation": Explanation for why this version is the best,
+        "id": The id of the best version
+    }}
+}}
+Make sure that the output is in JSON format, no extra text should be included in the output.
+
 <product_information>
 <key_features>
 {key_features}
@@ -190,24 +190,24 @@ Make sure that the output is in JSON format, no extra text should be included in
 
 
 copy_prompt = """Generate {nversions} versions of the product description for a product with the following information.
-Write in a way that target the customer.
 For each version, write at least {min_length} words and at most {max_length} words.
 Make sure that the structure of each output follows the structure of the reference copy.
 Make sure to use the tone of voice, rythm, cadence and style of the reference copy for each output.
 Use markdown format for each output.
 Make sure that the structure of each output follows the structure of the reference copy.
+Make sure to keep to the requirements of the structure, writing no more or less than specified.
 Do not use any of the excluded words in the output.
-Try to inlcude included words in the output when relevant.
-Use the relevant information from the product features and intended use in the output.
-Do not hallucinate any information about the product, use only the provided key features and intended use to write about the product.
-Note that the reference copy should be used for style and tone only, do not use any part of the reference copy in the output. 
+Try to include included words in the output when relevant.
+Use the relevant information from the product features in the output.
+Do not hallucinate any information about the product, use only the provided key features to write about the product.
+Note that the reference copy should be used for style and tone only, do not use any part of the reference copy in the output.
 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.
-Put each item in the list on a separate line. Use '-' character to start each item.  
+If there is a list in the output, put each item in the list on a separate line and use '-' character to start each item.
 Rate the quality of each version based on the following criteria:
-    - how faithful it describes the product features. 
+    - how well it describes the product features.
     - how well it follows the tone of voice, rythm, cadence and style of the reference copy.
     - how well it avoid the excluded words.
     - how well it includes the included words.
@@ -231,7 +231,7 @@ Return the result in the following JSON format:
         ...
     ],
     "best_version": {{
-        "explanation": Explanation for why this version is the best,                                                              
+        "explanation": Explanation for why this version is the best,
         "id": The id of the best version
     }}
 }}
@@ -257,53 +257,54 @@ Make sure that the output is in JSON format, no extra text should be included in
 
 
 struct_prompt = """Generate {nversions} versions of the product description for a product with the following information.
-Write in a way that target the customer.  
 For each version, write at least {min_length} words and at most {max_length} words.
 Make sure that the structure of each output follows the reference structure. Do not add any additional sentences or structures that are not in the reference structure.
 Use markdown format for each output.
 Do not include any part of the reference structure in the output.
 Make sure that the structure of each output follows the reference structure.
+Make sure to keep to the requirements of the structure, writing no more or less than specified.
 Do not use any of the excluded words in the output.
-Try to inlcude included words in the output when relevant.
-Use the relevant information from the product features and intended use in the output.
-Do not hallucinate any information about the product, use only the provided key features and intended use to write about the product.
-Note that the reference structure should be used for structure only, do not use any part of the reference structure in the output. 
+Try to include included words in the output when relevant.
+Use the relevant information from the product features in the output.
+Do not hallucinate any information about the product, use only the provided key features to write about the product.
+Note that the reference structure should be used for structure only.
+Do not copy any part of the reference structure to the output.
 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.
-Put each item in the list on a separate line. Use '-' character to start each item.  
+If there is a list in the output, put each item in the list on a separate line and use '-' character to start each item.
 Rate the quality of each version based on the following criteria:
-    - how faithful it describes the product features. 
-    - how well it follows the reference structure. 
-    - how well it avoid the excluded words.                                 
-    - how well it includes the included words.                                 
-    - how creative the language is.                                    
-The score should be a number between 0 and 10 with 10 being the best quality.                              
+    - how well it describes the product features.
+    - how well it follows the reference structure.
+    - how well it avoid the excluded words.
+    - how well it includes the included words.
+    - how creative the language is.
+The score should be a number between 0 and 10 with 10 being the best quality.
 Return the result in the following JSON format:
 {{
-    "versions": [                                 
+    "versions": [
         {{
             "id": 1,
             "content": The first product description,
-            "explanation": A less than 20 word explanation of the score of the first product description,                         
+            "explanation": A less than 20 word explanation of the score of the first product description,
             "score": The score of the first product description
         }},
         {{
             "id": 2,
             "content": The second product description,
-            "explanation": A less than 20 word explanation of the score of the first product description,                                     
+            "explanation": A less than 20 word explanation of the score of the first product description,
             "score": The score of the second product description
         }},
-        ...                                 
-    ],                                      
+        ...
+    ],
     "best_version": {{
-        "explanation": Explanation for why this version is the best,                                                              
-        "id": The id of the best version                                                                
-    }}                                                          
-}}                              
-Make sure that the output is in JSON format, no extra text should be included in the output.                                
-                                 
+        "explanation": Explanation for why this version is the best,
+        "id": The id of the best version
+    }}
+}}
+Make sure that the output is in JSON format, no extra text should be included in the output.
+
 <product_information>
 <key_features>
 {key_features}
@@ -398,7 +399,7 @@ Try your best to include the included words and phrases in the product descripti
 Make sure to keep to the requirements of the structure, writing no more or less than specified.
 If the structure does not specify a length, write a description that is between {min_length} and {max_length} words.
 Do not enclose the output in html tags, quotes, braces, brackets or anything.
-Put each item in the list on a separate line. Use '-' character to start each item.  
+If there is a list in the output, put each item in the list on a separate line and use '-' character to start each item in a list.  
 Return the product description only.
 
 <product_information>
@@ -423,6 +424,11 @@ Return the product description only.
 
 
 detect_feature_prompt = """Describe the features of the {garment_type} in the photo in less than 150 words. 
+The known features of the garment are: 
+<key_features>
+{key_features}
+</key_features>
+If there are any conflicts between the detected features and the known features, use the known features in the output.
 Return the result in in the following JSON format without any preceding or trailing text:
 
 {{
@@ -480,7 +486,7 @@ def get_json(text: str):
 
 
 @weave.op
-def detect_features(image_paths, garment_type, language="English"):
+def detect_features(image_paths, garment_type, key_features, language="English"):
     # Path to your image
     # image_path = "path_to_your_image.jpg"
 
@@ -498,7 +504,9 @@ def detect_features(image_paths, garment_type, language="English"):
                         "content": [
                             {
                                 "type": "text",
-                                "text": detect_feature_prompt.format(garment_type=garment_type)
+                                "text": detect_feature_prompt.format(
+                                    garment_type=garment_type,
+                                    key_features=key_features)
                             },
                             {
                                 "type": "image_url",
@@ -712,7 +720,9 @@ def generate(*data):
     # print("Languages--------------------------------------------\n", languages)
     # print("Types--------------------------------------------", types)
 
-    image_features, base64_images = detect_features(image, garment_type)
+    image_features, base64_images = detect_features(image_paths=image, 
+                                                    garment_type=garment_type, 
+                                                    key_features=feature)
     detected_features = ""
     intended_use = ""
     alt_texts = []

str2escaped.py

@@ -288,6 +288,7 @@ Try your best to include the included words and phrases in the product descripti
 Make sure to keep to the requirements of the structure, writing no more or less than specified.
 If the structure does not specify a length, write a description that is between {min_length} and {max_length} words.
 Do not enclose the output in html tags, quotes, braces, brackets or anything.
+Put each item in the list on a separate line. Always use '-' character to start each item in a list.  
 Return the product description only.
 
 <product_information>