examples_metadata.py

dress_metadata = {
    "customFields": {
        "brand_cod": "268",
        "nano_category": "maxidresses",
        "div_cod": "001",
        "micro_category": "dresses",
        "macro_category": "clothing"
    },
    "descriptions": [
        {
            "language": "en",
            "text": "Belina one shoulder evening dress",
            "type": "short"
        },
        {
            "language": "it",
            "text": "Abito da sera monospalla Belina",
            "type": "short"
        }
    ],
    "tagsData": {
        "defaultLanguage": "it",
        "tags": [
            {
                "metadataId": "pattern#pattern_plain_colour",
                "withConflict": False,
                "confidence": 0.217,
                "tagPattern": {
                    "languages": {
                        "en": "Plain colour",
                        "it": "Tinta unita"
                    }
                },
                "source": "enrichment",
                "tag": {
                    "languages": {
                        "en": "Plain colour",
                        "it": "Tinta unita"
                    }
                }
            },
            {
                "metadataId": "collar_and_neckline#collarneckline_boat",
                "tagPattern": {
                    "languages": {
                        "en": "Boat neck",
                        "it": "Collo a barca"
                    }
                },
                "tag": {
                    "languages": {
                        "en": "Boat neck",
                        "it": "Collo a barca"
                    }
                }
            },
            {
                "metadataId": "sleeve_length#sleeve_length_oneshoulder",
                "tagPattern": {
                    "languages": {
                        "en": "One Shoulder",
                        "it": "Monospalla"
                    }
                },
                "tag": {
                    "languages": {
                        "en": "One Shoulder",
                        "it": "Monospalla"
                    }
                }
            },
            {
                "metadataId": "length_type#length_type_mai",
                "withConflict": False,
                "confidence": 0.896,
                "tagPattern": {
                    "languages": {
                        "en": "Maxi",
                        "it": "Maxi"
                    }
                },
                "source": "enrichment",
                "tag": {
                    "languages": {
                        "en": "Maxi",
                        "it": "Maxi"
                    }
                }
            }
        ]
    },
    }
bomber_metadata = {
    "customFields": {
        "brand_cod": "BU7",
        "nano_category": "null",
        "div_cod": "001",
        "micro_category": "downjackets",
        "macro_category": "clothing"
    },
    "descriptions": [
        {
            "language": "en",
            "text": "Straight bomber jacket",
            "type": "short"
        },
        {
            "language": "it",
            "text": "Giacca bomber dritto",
            "type": "short"
        }
    ],
"tagsData": {
        "defaultLanguage": "it",
        "tags": [
            {
                "metadataId": "pattern#pattern_plain_colour",
                "withConflict": False,
                "confidence": 0.882,
                "tagPattern": {
                    "languages": {
                        "en": "Plain colour",
                        "it": "Tinta unita"
                    }
                },
                "source": "enrichment",
                "tag": {
                    "languages": {
                        "en": "Plain colour",
                        "it": "Tinta unita"
                    }
                }
            },
            {
                "metadataId": "pattern#pattern_logo",
                "tagPattern": {
                    "languages": {
                        "en": "Logo",
                        "it": "Logo"
                    }
                },
                "tag": {
                    "languages": {
                        "en": "Logo",
                        "it": "Logo"
                    }
                }
            },
            {
                "metadataId": "closure#closure_zip",
                "withConflict": False,
                "confidence": 0.579,
                "tagPattern": {
                    "languages": {
                        "en": "Zip",
                        "it": "Cerniera"
                    }
                },
                "source": "enrichment",
                "tag": {
                    "languages": {
                        "en": "Zip",
                        "it": "Cerniera"
                    }
                }
            }
        ]
    },
}
bag_metadata = {
    "customFields": {
        "brand_cod": "175",
        "nano_category": "null",
        "div_cod": "001",
        "micro_category": "satchelscrossbody",
        "macro_category": "bags"
    },
    "descriptions": [
        {
            "language": "en",
            "text": "Noos swivel flap shoulder bag",
            "type": "short"
        },
        {
            "language": "it",
            "text": "Tracolla patta girello Noos",
            "type": "short"
        }
    ],
 "tagsData": {
        "defaultLanguage": "it",
        "tags": [
            {
                "metadataId": "shoulder_strap_included#shoulder_strap_yes",
                "withConflict": False,
                "confidence": 0.803,
                "tagPattern": {
                    "languages": {
                        "en": "Shoulder strap included",
                        "it": "Tracolla inclusa"
                    }
                },
                "source": "enrichment",
                "tag": {
                    "languages": {
                        "en": "Shoulder strap included",
                        "it": "Tracolla inclusa"
                    }
                }
            },
            {
                "metadataId": "pattern#pattern_printed",
                "tagPattern": {
                    "languages": {
                        "en": "Printed",
                        "it": "Stampe"
                    }
                },
                "tag": {
                    "languages": {
                        "en": "Printed",
                        "it": "Stampe"
                    }
                }
            },
            {
                "metadataId": "dimension#dimension_mini",
                "withConflict": False,
                "confidence": 0.78,
                "tagPattern": {
                    "languages": {
                        "en": "Mini",
                        "it": "Mini"
                    }
                },
                "source": "enrichment",
                "tag": {
                    "languages": {
                        "en": "Mini",
                        "it": "Mini"
                    }
                }
            },
            {
                "metadataId": "dimension#dimension_medium",
                "withConflict": True,
                "confidence": 0.216,
                "tagPattern": {
                    "languages": {
                        "en": "Medium",
                        "it": "Medie"
                    }
                },
                "source": "enrichment",
                "tag": {
                    "languages": {
                        "en": "Medium",
                        "it": "Medie"
                    }
                }
            }
        ]
    },
 }

def clean_json(json_data):
    """
    Extracts the English description and English tags from the given JSON data.

    :param json_data: A dictionary representing the JSON data of a fashion item.
    :return: A dictionary containing the English description and a list of English tags.
    """
    important_data = {}

    # Extracting the English description
    description_en = next((desc['text'] for desc in json_data['descriptions'] if desc['language'] == 'en'), None)
    important_data['description_en'] = description_en

    # Extracting the English tags
    tags_en = [tag['tag']['languages']['en'] for tag in json_data['tagsData']['tags'] if 'en' in tag['tag']['languages']]
    important_data['tags_en'] = tags_en

    return list(important_data.values())

dress_metadata = clean_json(dress_metadata)
bomber_metadata = clean_json(bomber_metadata)
bag_metadata = clean_json(bag_metadata)

dress_example = f'''
   #### Input
   Metadata: {dress_metadata};

   #### Output
    - short
    - double shoulder
    - long sleeve
    - different fabric
    - low-cut
   '''
bomber_example = f'''
   #### Input
   Metadata: {bomber_metadata};

   #### Output
    - different zipper
    - buttons
    - fur
    - hood
    - sleeveless
   '''

bag_example = f'''
   #### Input
   Metadata: {bag_metadata};

   #### Output
    - Medium
    - Belt bag
    - Quilted
    - Embossed
    - Fringed
   '''

bomber_shorten_example = '''
  Input:
  Here are five possible variations for the given fashion item metadata:

    - Fitted: A tailored version of the down jacket that hugs the body in all areas, creating a more form-fitting silhouette.
    - Padded: An alternative version of the down jacket with added padding throughout, creating a bulkier and more insulated look.
    - Hooded: A down jacket with an attached hood, providing additional warmth and protection from the elements.
    - Waterproof: A down jacket with a waterproof and breathable membrane, allowing it to be worn during rainy or snowy weather without getting wet.
    - Vest: A shorter, sleeveless version of the down jacket, featuring only the front panel and offering a more streamlined fit.

  Output:
  -Tailored Fit
  -Extra Padded
  -With Hood
  -Rainproof
  -Sleeveless Vest

'''

bomber_format_example = '''
    Input:
    Here are five possible variations for the given down jacket metadata:

    - Padded shoulders
    - Long sleeves
    - Leather exterior
    - Front ventilation zippers
    - Hooded design

    These variations are based on the existing tag patterns and can be easily incorporated into the product design without significantly altering its overall look or function.

    Output:
    [Padded shoulders, Long sleeves, Leather exterior, Front ventilation zippers, Hooded design]

    '''
# made with gpt-4

shirt_format_example = '''
    Input:
    - Mandarin collar
    - Short sleeves
    - Linen fabric
    - Chest pocket
    - Button-up design

    Output:
    [Mandarin Collar, Short Sleeves, Linen fabric, Chest Pocket, Button-Up design]

'''

pants_format_example = '''
    Input
    - Pleated front
    - Cuffed hems
    - Wool blend fabric
    - Side pockets
    - Relaxed fit


    Output:
    [Pleated front, Cuffed hems, Wool blend fabric, Side Pockets, Relaxed fit]
'''