Welcome to instyle.ai’s documentation!

Contents

• Services
  • Similarity
  • Personalized recommendations
  • Shop the look
  • Product Tags
  • Content Tags
  • Image Normalization
  • Street2Shop
  • Category classification
  • Google Ads optimization
• Integration
  • Data processing workflow
  • Interactive OpenAPI docs
  • Authorization
  • Endpoints
  • Catalog V2 Endpoints
  • Recommendation Endpoints
  • Outfit Recommendations (Proposal)
  • Street2shop Endpoints
  • Predictors Endpoints
  • Multiple Catalogs

Services

This section describes solutions offered by instyle.ai and their use cases.

For details on integration with our services please refer to Integration section.

Similarity

Recommend visually similar alternatives. All fashion product categories are supported (incl. accessories).

Use case: product detail page recommender

Integration notes

• Product detail page recommendations

• Catalog V2 Endpoints (batch only)

Personalized recommendations

Recommend the most relevant products for a given user based on his viewing and purchase history. All fashion product categories are supported (incl. accessories).

Personalized similarity

Last seen

Show the last visited products for user convenience.

Integration notes

• Product detail page recommendations

Shop the look

Recommend complimentary products to form a fashionable outfit.

Integration notes

• Product detail page recommendations

• Catalog V2 Endpoints (batch only)

Product Tags

Extract visual attributes like color or sleeve length from product images. Supported product categories: top, skirt, dress, sweater, hoodie, jacket, pants, shorts, shoe, handbag, bikinis top, bikinis bottom, swimsuit.

Check out details on available product tags

• Clothing
• Footwear
• Swimwear
• Colors

Use case: product filtering

Use case: tags for full-text search

Integration notes

• Catalog V2 Endpoints (batch only)

Content Tags

Extract visual information about the product photo composition. All fashion product categories are supported, except for accessories.

Check out details on available content tags

• Content Tags Dictionary

Use case: On hover animation

Automatically pick image pairs for on-hover animations

Rotate

Zoom in

Zoom out

Use case: Primary image selection

Automatically determine the best primary image.

Integration notes

• Catalog V2 Endpoints (batch only)

Image Normalization

Curate product images from multiple sources to achieve smooth and consistent listing page. We will select the best images and unify their backgrounds, product positions and shadows. All fashion product categories are supported, except for accessories.

Example tops

Example pants

Example shoes

Integration notes

• Catalog V2 Endpoints (batch only) - field curated_images under look entity

Street2Shop

Search for products by image. Supported product categories: top, skirt, dress, sweater, hoodie, jacket, pants, shorts, shoe, handbag, bikinis top, bikinis bottom, swimsuit.

Use case: Search by Image

With our search by image technology, shoppers can simply snap a picture or upload one from their device, or even use images from social media posts they liked, and our AI will match it with products on your website, making it easier for them to find what they are looking for.

Use case: Recommend complementary products

Frequently, a product photo features multiple products that are well matched with the main garment. Most likely, the customer already likes the whole look and using our search by image technology on product images, we can automatically recommend the rest of the outfit.

Integration notes

• Street2shop Endpoints

Category classification

Utilizing advanced algorithms, our service automatically categorizes products based on attributes, descriptions, and images. Say goodbye to manual sorting and enjoy efficient, accurate categorization that enhances user experience. With customizable settings and seamless scalability, your online store will present a consistent, organized selection that keeps customers engaged and satisfied.

Integration notes

• Category classification

Google Ads optimization

Extracted visual attributes (tags) can be also beneficial for improving ads efficiency. We can match the detected tags with frequent search terms and compose unique titles with enhanced ads performance. For the maximum efficiency we will generate multiple titles per product and spread them across size variants to cover the whole search space and match the search term distribution.

Integration

Data processing workflow

• Eshop publishes merchant feed

• We periodically download the feed and precompute results for all services

• The results are served back to eshop though the API

Interactive OpenAPI docs

• Visit the Interactive OpenApi specification using the link on top of the page

• You should see an interactive list of endpoints with basic documentation

• Don’t forget to “log-in” before trying out requests (details in next section).

Authorization

To authorize your requests inside the interactive docs click the button placed top right. A modal window with a text input field will pop up. Fill in your api_key and confirm with “Authorize” button.

Depending on the selected api_key you will have privileges of the key-associated role (service or admin) in all subsequent requests.

Service (read-only)

Enables reading feed data, precomputed results, getting recommendations, etc. Pretty much everything that keeps data unchanged.

Admin

On top of service privileges enables some operations that will modify your data. Like managing feed data or launching on-demand jobs. Not necessary in most cases. Should only be used when service level is not sufficient.

Endpoints

Historically there was a lot of endpoints available in our api serving various use cases. Recently, we made an effort to simplify the api for the most common use-cases. The result was CatalogV2 that aggregates all of instyle.ai’s results and merges them with original data from merchant feed.

Catalog V2 Endpoints

The simplified catalog is represented as hierarchy of three entities

• product

  • a model grouping all of its variants (colors, sizes, etc.)

  • has one or more looks, and one or more items

  • e.g. Nike Air Max 90 sneakers

• look

  • variant of the product that is visually distinct

  • has a parent product and one or more items

  • e.g. Nike Air Max 90 sneakers - Black

• item

  • concrete item that customer can purchase, usually a size variant of look (may include other attributes like condition - used or new)

  • has a parent look and a parent product

  • e.g. Nike Air Max 90 sneakers - Black - size 43

The api endpoints offer flexibility in

• perspective

  • query products, looks or items

• get or list

  • get a single entity by id or list through whole catalog

• entity serializers

  • for each entity set how it will be represented in the response (none, id, expand)

    • none - entity won’t be included

    • id - only id will be included

    • expand - all data stored with this entity will be included

  • choose the least level necessary for each entity so that your response is small

Look results

The catalog endpoints serve both original data and our computed results. Currently our results are only look-related since we are processing the visual information. Therefore, all of our predictions are serialized in a single “results” object under expanded look. Here is simple description of the result fields (refer to example response bellow).

• related looks: list of recommended look ids for each recommender

  • similarity will recommend visually similar looks (alternatives)

  • style_with will recommend complimentary look ids to form an outfit

• tags_argmax: the most probable label for each tag, using these labels in eshop filters and search is recommended

• tags: most probable labels with their likelihoods for each tag

• tags_hash: save this value to assert if any tags have changed

• image order: suggested primary image and the second “flip” image for on-hover animation

Examples

Following examples showcase some (not all) of the serializer combinations for single entity (product, look, item) The perspectives and serializers work analogically in list endpoints.

Products

• own attributes expanded

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/products/1923670?"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "product_id": "1923670",
      "brand": "Frogies",
      "category_paths": [
          [
              "Ženy"
          ],
          [
              "Ženy",
              "Ženy oblečenie"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Midi šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Vzorované šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Šaty na bežné nosenie"
          ],
          [
              "ženy"
          ],
          [
              "ženy",
              "Oblečenie a obuv"
          ],
          [
              "ženy",
              "Oblečenie a obuv",
              "Šaty"
          ]
      ],
      "title": "Dámske šaty Frogies",
      "description": "Dámske šaty značky Frogies<br />- 3/4 rukávy<br />Modelka je vysoká 174 cm a má oblečenú veľkosť S.<br />Gramáž: 180 g/m2<br />Materiál: 95% Bavlna, 5% Spandex",
      "link": "https://sk.factcool.com/product/product?product_id=1923670",
      "google_product_category": "2271",
      "google_product_type": "Oblečení a doplňky > Oblečení > Šaty",
      "gender": "female",
      "adult": "no",
      "mpn": "FROGDRS02PNK"
  }
  

• fully expanded

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/products/1923670?product_serializer=expand&look_serializer=expand&item_serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "product_id": "1923670",
      "brand": "Frogies",
      "category_paths": [
          [
              "Ženy"
          ],
          [
              "Ženy",
              "Ženy oblečenie"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Midi šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Vzorované šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Šaty na bežné nosenie"
          ],
          [
              "ženy"
          ],
          [
              "ženy",
              "Oblečenie a obuv"
          ],
          [
              "ženy",
              "Oblečenie a obuv",
              "Šaty"
          ]
      ],
      "title": "Dámske šaty Frogies",
      "description": "Dámske šaty značky Frogies<br />- 3/4 rukávy<br />Modelka je vysoká 174 cm a má oblečenú veľkosť S.<br />Gramáž: 180 g/m2<br />Materiál: 95% Bavlna, 5% Spandex",
      "link": "https://sk.factcool.com/product/product?product_id=1923670",
      "google_product_category": "2271",
      "google_product_type": "Oblečení a doplňky > Oblečení > Šaty",
      "gender": "female",
      "adult": "no",
      "mpn": "FROGDRS02PNK",
      "looks": [
          {
              "look_id": "1923670",
              "image_links": [
                  "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
                  "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg",
                  "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg",
                  "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg"
              ],
              "thumbnail_links": [
                  "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
                  "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg?impolicy=298x298",
                  "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg?impolicy=298x298",
                  "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg?impolicy=298x298"
              ],
              "category_groups": [
                  "dress"
              ],
              "results": {
                  "image_order": null,
                  "related_looks": {
                      "similarity": [
                          "1923670",
                          "1811140",
                          "1923290",
                          "1805340",
                          "1989298",
                          "2045970",
                          "1793004",
                          "1731078",
                          "935556",
                          "1870594",
                          "1855953",
                          "2044603",
                          "1636215",
                          "1931923",
                          "1953765",
                          "1393194",
                          "1580238",
                          "1923807",
                          "1800647",
                          "1811201"
                      ],
                      "similarity_b": [
                          "1923670",
                          "1923290",
                          "1945013",
                          "1580238",
                          "1811140",
                          "1485808",
                          "1805340",
                          "1793004",
                          "1987252",
                          "1931923",
                          "1989298",
                          "2045970",
                          "1529519",
                          "1803070",
                          "1793147",
                          "1870594",
                          "1855953",
                          "2044603",
                          "1492390",
                          "1846768",
                          "1953703"
                      ]
                  },
                  "related_outfits": {},
                  "tags_hash": "99914b932bd37a50b983c5e7c90ae93b",
                  "tags": {
                      "skirt_length": {
                          "mini": 0.03,
                          "above_the_knee": 0.07,
                          "knee": 0.86,
                          "midi": 0.03
                      },
                      "sleeve": {
                          "short": 0.84,
                          "wrist": 0.15
                      },
                      "neckline": {
                          "asymmetric": 0.01,
                          "U_neck": 0.89,
                          "V_neck": 0.07,
                          "off_shoulder": 0.01
                      },
                      "skirt_silhouette": {
                          "A_line": 0.35,
                          "trumpet_mermaid": 0.03,
                          "straight_pencil": 0.61
                      },
                      "dress_waistline": {
                          "high": 0.53,
                          "normal": 0.43,
                          "none": 0.04
                      },
                      "dominant-colors": {
                          "#f0eded": 0.59,
                          "#9a9eb3": 0.12,
                          "#cebabb": 0.09,
                          "#465685": 0.09,
                          "#dd9390": 0.06,
                          "#a95b5c": 0.03,
                          "#d5aea2": 0.02
                      },
                      "palette-colors": {
                          "#ffffff": 0.59,
                          "#bebebe": 0.22,
                          "#ffc0d7": 0.11,
                          "#0000b3": 0.09
                      },
                      "pattern.simple": {
                          "no": 1.0
                      },
                      "pattern.floral": {
                          "yes": 0.96,
                          "no": 0.04
                      },
                      "pattern.other": {
                          "yes": 0.06,
                          "no": 0.94
                      },
                      "pattern.square": {
                          "no": 1.0
                      },
                      "pattern.animal": {
                          "no": 1.0
                      },
                      "pattern.stripes": {
                          "no": 1.0
                      },
                      "pattern.dots": {
                          "no": 1.0
                      },
                      "pattern.logo": {
                          "no": 1.0
                      },
                      "pattern.imageText": {
                          "no": 1.0
                      }
                  },
                  "tags_argmax": {
                      "skirt_length": "knee",
                      "sleeve": "short",
                      "neckline": "U_neck",
                      "skirt_silhouette": "straight_pencil",
                      "dress_waistline": "high",
                      "dominant-colors": "#f0eded",
                      "palette-colors": "#ffffff",
                      "pattern.simple": "no",
                      "pattern.floral": "yes",
                      "pattern.other": "no",
                      "pattern.square": "no",
                      "pattern.animal": "no",
                      "pattern.stripes": "no",
                      "pattern.dots": "no",
                      "pattern.logo": "no",
                      "pattern.imageText": "no"
                  },
                  "color_variant": null
              },
              "color": "biela",
              "item_group_enabled": "1",
              "color_group_id": "780769",
              "image_link_box": "https://i.factcool.com/cache2/410x615/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
              "items": [
                  {
                      "item_id": "1923670-9442959",
                      "size": "S",
                      "price": "11.99 EUR",
                      "gtin": "9911111186747",
                      "condition": "new",
                      "availability": "in stock",
                      "full_id": "780769-1923670-9442959",
                      "price_eur": "11.99",
                      "second_price": "19.99 EUR",
                      "second_price_eur": "19.99",
                      "third_price": "22.99 EUR",
                      "third_price_eur": "22.99"
                  },
                  {
                      "item_id": "1923670-9442960",
                      "size": "XXL",
                      "price": "11.99 EUR",
                      "gtin": "9911111186785",
                      "condition": "new",
                      "availability": "in stock",
                      "full_id": "780769-1923670-9442960",
                      "price_eur": "11.99",
                      "second_price": "19.99 EUR",
                      "second_price_eur": "19.99",
                      "third_price": "22.99 EUR",
                      "third_price_eur": "22.99"
                  },
                  {
                      "item_id": "1923670-9442961",
                      "size": "XL",
                      "price": "11.99 EUR",
                      "gtin": "9911111186778",
                      "condition": "new",
                      "availability": "in stock",
                      "full_id": "780769-1923670-9442961",
                      "price_eur": "11.99",
                      "second_price": "19.99 EUR",
                      "second_price_eur": "19.99",
                      "third_price": "22.99 EUR",
                      "third_price_eur": "22.99"
                  },
                  {
                      "item_id": "1923670-9442962",
                      "size": "L",
                      "price": "11.99 EUR",
                      "gtin": "9911111186761",
                      "condition": "new",
                      "availability": "in stock",
                      "full_id": "780769-1923670-9442962",
                      "price_eur": "11.99",
                      "second_price": "19.99 EUR",
                      "second_price_eur": "19.99",
                      "third_price": "22.99 EUR",
                      "third_price_eur": "22.99"
                  },
                  {
                      "item_id": "1923670-9442963",
                      "size": "M",
                      "price": "11.99 EUR",
                      "gtin": "9911111186754",
                      "condition": "new",
                      "availability": "in stock",
                      "full_id": "780769-1923670-9442963",
                      "price_eur": "11.99",
                      "second_price": "19.99 EUR",
                      "second_price_eur": "19.99",
                      "third_price": "22.99 EUR",
                      "third_price_eur": "22.99"
                  }
              ]
          }
      ]
  }
  

• ids only for all entities

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/products/1923670?product_serializer=id&look_serializer=id&item_serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "product_id": "1923670",
      "looks": [
          {
              "look_id": "1923670",
              "items": [
                  {
                      "item_id": "1923670-9442959"
                  },
                  {
                      "item_id": "1923670-9442960"
                  },
                  {
                      "item_id": "1923670-9442961"
                  },
                  {
                      "item_id": "1923670-9442962"
                  },
                  {
                      "item_id": "1923670-9442963"
                  }
              ]
          }
      ]
  }
  

Looks

• own attributes expanded

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/looks/1923670?"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "look_id": "1923670",
      "image_links": [
          "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
          "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg",
          "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg",
          "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg"
      ],
      "thumbnail_links": [
          "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg?impolicy=298x298"
      ],
      "category_groups": [
          "dress"
      ],
      "results": {
          "image_order": null,
          "related_looks": {
              "similarity": [
                  "1923670",
                  "1811140",
                  "1923290",
                  "1805340",
                  "1989298",
                  "2045970",
                  "1793004",
                  "1731078",
                  "935556",
                  "1870594",
                  "1855953",
                  "2044603",
                  "1636215",
                  "1931923",
                  "1953765",
                  "1393194",
                  "1580238",
                  "1923807",
                  "1800647",
                  "1811201"
              ],
              "similarity_b": [
                  "1923670",
                  "1923290",
                  "1945013",
                  "1580238",
                  "1811140",
                  "1485808",
                  "1805340",
                  "1793004",
                  "1987252",
                  "1931923",
                  "1989298",
                  "2045970",
                  "1529519",
                  "1803070",
                  "1793147",
                  "1870594",
                  "1855953",
                  "2044603",
                  "1492390",
                  "1846768",
                  "1953703"
              ]
          },
          "related_outfits": {},
          "tags_hash": "99914b932bd37a50b983c5e7c90ae93b",
          "tags": {
              "skirt_length": {
                  "mini": 0.03,
                  "above_the_knee": 0.07,
                  "knee": 0.86,
                  "midi": 0.03
              },
              "sleeve": {
                  "short": 0.84,
                  "wrist": 0.15
              },
              "neckline": {
                  "asymmetric": 0.01,
                  "U_neck": 0.89,
                  "V_neck": 0.07,
                  "off_shoulder": 0.01
              },
              "skirt_silhouette": {
                  "A_line": 0.35,
                  "trumpet_mermaid": 0.03,
                  "straight_pencil": 0.61
              },
              "dress_waistline": {
                  "high": 0.53,
                  "normal": 0.43,
                  "none": 0.04
              },
              "dominant-colors": {
                  "#f0eded": 0.59,
                  "#9a9eb3": 0.12,
                  "#cebabb": 0.09,
                  "#465685": 0.09,
                  "#dd9390": 0.06,
                  "#a95b5c": 0.03,
                  "#d5aea2": 0.02
              },
              "palette-colors": {
                  "#ffffff": 0.59,
                  "#bebebe": 0.22,
                  "#ffc0d7": 0.11,
                  "#0000b3": 0.09
              },
              "pattern.simple": {
                  "no": 1.0
              },
              "pattern.floral": {
                  "yes": 0.96,
                  "no": 0.04
              },
              "pattern.other": {
                  "yes": 0.06,
                  "no": 0.94
              },
              "pattern.square": {
                  "no": 1.0
              },
              "pattern.animal": {
                  "no": 1.0
              },
              "pattern.stripes": {
                  "no": 1.0
              },
              "pattern.dots": {
                  "no": 1.0
              },
              "pattern.logo": {
                  "no": 1.0
              },
              "pattern.imageText": {
                  "no": 1.0
              }
          },
          "tags_argmax": {
              "skirt_length": "knee",
              "sleeve": "short",
              "neckline": "U_neck",
              "skirt_silhouette": "straight_pencil",
              "dress_waistline": "high",
              "dominant-colors": "#f0eded",
              "palette-colors": "#ffffff",
              "pattern.simple": "no",
              "pattern.floral": "yes",
              "pattern.other": "no",
              "pattern.square": "no",
              "pattern.animal": "no",
              "pattern.stripes": "no",
              "pattern.dots": "no",
              "pattern.logo": "no",
              "pattern.imageText": "no"
          },
          "color_variant": null
      },
      "color": "biela",
      "item_group_enabled": "1",
      "color_group_id": "780769",
      "image_link_box": "https://i.factcool.com/cache2/410x615/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg"
  }
  

• fully expanded

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/looks/1923670?product_serializer=expand&look_serializer=expand&item_serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "product_id": "1923670",
      "brand": "Frogies",
      "category_paths": [
          [
              "Ženy"
          ],
          [
              "Ženy",
              "Ženy oblečenie"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Midi šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Vzorované šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Šaty na bežné nosenie"
          ],
          [
              "ženy"
          ],
          [
              "ženy",
              "Oblečenie a obuv"
          ],
          [
              "ženy",
              "Oblečenie a obuv",
              "Šaty"
          ]
      ],
      "title": "Dámske šaty Frogies",
      "description": "Dámske šaty značky Frogies<br />- 3/4 rukávy<br />Modelka je vysoká 174 cm a má oblečenú veľkosť S.<br />Gramáž: 180 g/m2<br />Materiál: 95% Bavlna, 5% Spandex",
      "link": "https://sk.factcool.com/product/product?product_id=1923670",
      "google_product_category": "2271",
      "google_product_type": "Oblečení a doplňky > Oblečení > Šaty",
      "gender": "female",
      "adult": "no",
      "mpn": "FROGDRS02PNK",
      "look_id": "1923670",
      "image_links": [
          "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
          "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg",
          "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg",
          "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg"
      ],
      "thumbnail_links": [
          "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg?impolicy=298x298"
      ],
      "category_groups": [
          "dress"
      ],
      "results": {
          "image_order": null,
          "related_looks": {
              "similarity": [
                  "1923670",
                  "1811140",
                  "1923290",
                  "1805340",
                  "1989298",
                  "2045970",
                  "1793004",
                  "1731078",
                  "935556",
                  "1870594",
                  "1855953",
                  "2044603",
                  "1636215",
                  "1931923",
                  "1953765",
                  "1393194",
                  "1580238",
                  "1923807",
                  "1800647",
                  "1811201"
              ],
              "similarity_b": [
                  "1923670",
                  "1923290",
                  "1945013",
                  "1580238",
                  "1811140",
                  "1485808",
                  "1805340",
                  "1793004",
                  "1987252",
                  "1931923",
                  "1989298",
                  "2045970",
                  "1529519",
                  "1803070",
                  "1793147",
                  "1870594",
                  "1855953",
                  "2044603",
                  "1492390",
                  "1846768",
                  "1953703"
              ]
          },
          "related_outfits": {},
          "tags_hash": "99914b932bd37a50b983c5e7c90ae93b",
          "tags": {
              "skirt_length": {
                  "mini": 0.03,
                  "above_the_knee": 0.07,
                  "knee": 0.86,
                  "midi": 0.03
              },
              "sleeve": {
                  "short": 0.84,
                  "wrist": 0.15
              },
              "neckline": {
                  "asymmetric": 0.01,
                  "U_neck": 0.89,
                  "V_neck": 0.07,
                  "off_shoulder": 0.01
              },
              "skirt_silhouette": {
                  "A_line": 0.35,
                  "trumpet_mermaid": 0.03,
                  "straight_pencil": 0.61
              },
              "dress_waistline": {
                  "high": 0.53,
                  "normal": 0.43,
                  "none": 0.04
              },
              "dominant-colors": {
                  "#f0eded": 0.59,
                  "#9a9eb3": 0.12,
                  "#cebabb": 0.09,
                  "#465685": 0.09,
                  "#dd9390": 0.06,
                  "#a95b5c": 0.03,
                  "#d5aea2": 0.02
              },
              "palette-colors": {
                  "#ffffff": 0.59,
                  "#bebebe": 0.22,
                  "#ffc0d7": 0.11,
                  "#0000b3": 0.09
              },
              "pattern.simple": {
                  "no": 1.0
              },
              "pattern.floral": {
                  "yes": 0.96,
                  "no": 0.04
              },
              "pattern.other": {
                  "yes": 0.06,
                  "no": 0.94
              },
              "pattern.square": {
                  "no": 1.0
              },
              "pattern.animal": {
                  "no": 1.0
              },
              "pattern.stripes": {
                  "no": 1.0
              },
              "pattern.dots": {
                  "no": 1.0
              },
              "pattern.logo": {
                  "no": 1.0
              },
              "pattern.imageText": {
                  "no": 1.0
              }
          },
          "tags_argmax": {
              "skirt_length": "knee",
              "sleeve": "short",
              "neckline": "U_neck",
              "skirt_silhouette": "straight_pencil",
              "dress_waistline": "high",
              "dominant-colors": "#f0eded",
              "palette-colors": "#ffffff",
              "pattern.simple": "no",
              "pattern.floral": "yes",
              "pattern.other": "no",
              "pattern.square": "no",
              "pattern.animal": "no",
              "pattern.stripes": "no",
              "pattern.dots": "no",
              "pattern.logo": "no",
              "pattern.imageText": "no"
          },
          "color_variant": null
      },
      "color": "biela",
      "item_group_enabled": "1",
      "color_group_id": "780769",
      "image_link_box": "https://i.factcool.com/cache2/410x615/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
      "items": [
          {
              "item_id": "1923670-9442959",
              "size": "S",
              "price": "11.99 EUR",
              "gtin": "9911111186747",
              "condition": "new",
              "availability": "in stock",
              "full_id": "780769-1923670-9442959",
              "price_eur": "11.99",
              "second_price": "19.99 EUR",
              "second_price_eur": "19.99",
              "third_price": "22.99 EUR",
              "third_price_eur": "22.99"
          },
          {
              "item_id": "1923670-9442960",
              "size": "XXL",
              "price": "11.99 EUR",
              "gtin": "9911111186785",
              "condition": "new",
              "availability": "in stock",
              "full_id": "780769-1923670-9442960",
              "price_eur": "11.99",
              "second_price": "19.99 EUR",
              "second_price_eur": "19.99",
              "third_price": "22.99 EUR",
              "third_price_eur": "22.99"
          },
          {
              "item_id": "1923670-9442961",
              "size": "XL",
              "price": "11.99 EUR",
              "gtin": "9911111186778",
              "condition": "new",
              "availability": "in stock",
              "full_id": "780769-1923670-9442961",
              "price_eur": "11.99",
              "second_price": "19.99 EUR",
              "second_price_eur": "19.99",
              "third_price": "22.99 EUR",
              "third_price_eur": "22.99"
          },
          {
              "item_id": "1923670-9442962",
              "size": "L",
              "price": "11.99 EUR",
              "gtin": "9911111186761",
              "condition": "new",
              "availability": "in stock",
              "full_id": "780769-1923670-9442962",
              "price_eur": "11.99",
              "second_price": "19.99 EUR",
              "second_price_eur": "19.99",
              "third_price": "22.99 EUR",
              "third_price_eur": "22.99"
          },
          {
              "item_id": "1923670-9442963",
              "size": "M",
              "price": "11.99 EUR",
              "gtin": "9911111186754",
              "condition": "new",
              "availability": "in stock",
              "full_id": "780769-1923670-9442963",
              "price_eur": "11.99",
              "second_price": "19.99 EUR",
              "second_price_eur": "19.99",
              "third_price": "22.99 EUR",
              "third_price_eur": "22.99"
          }
      ]
  }
  

• ids only for all entities

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/looks/1923670?product_serializer=id&look_serializer=id&item_serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "product_id": "1923670",
      "look_id": "1923670",
      "items": [
          {
              "item_id": "1923670-9442959"
          },
          {
              "item_id": "1923670-9442960"
          },
          {
              "item_id": "1923670-9442961"
          },
          {
              "item_id": "1923670-9442962"
          },
          {
              "item_id": "1923670-9442963"
          }
      ]
  }
  

Items

• own attributes expanded

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/items/1923670-9442959?"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "item_id": "1923670-9442959",
      "size": "S",
      "price": "11.99 EUR",
      "gtin": "9911111186747",
      "condition": "new",
      "availability": "in stock",
      "full_id": "780769-1923670-9442959",
      "price_eur": "11.99",
      "second_price": "19.99 EUR",
      "second_price_eur": "19.99",
      "third_price": "22.99 EUR",
      "third_price_eur": "22.99"
  }
  

• fully expanded

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/items/1923670-9442959?product_serializer=expand&look_serializer=expand&item_serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "product_id": "1923670",
      "brand": "Frogies",
      "category_paths": [
          [
              "Ženy"
          ],
          [
              "Ženy",
              "Ženy oblečenie"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Midi šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Vzorované šaty"
          ],
          [
              "Ženy",
              "Ženy oblečenie",
              "Šaty",
              "Šaty na bežné nosenie"
          ],
          [
              "ženy"
          ],
          [
              "ženy",
              "Oblečenie a obuv"
          ],
          [
              "ženy",
              "Oblečenie a obuv",
              "Šaty"
          ]
      ],
      "title": "Dámske šaty Frogies",
      "description": "Dámske šaty značky Frogies<br />- 3/4 rukávy<br />Modelka je vysoká 174 cm a má oblečenú veľkosť S.<br />Gramáž: 180 g/m2<br />Materiál: 95% Bavlna, 5% Spandex",
      "link": "https://sk.factcool.com/product/product?product_id=1923670",
      "google_product_category": "2271",
      "google_product_type": "Oblečení a doplňky > Oblečení > Šaty",
      "gender": "female",
      "adult": "no",
      "mpn": "FROGDRS02PNK",
      "look_id": "1923670",
      "image_links": [
          "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
          "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg",
          "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg",
          "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg"
      ],
      "thumbnail_links": [
          "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg?impolicy=298x298",
          "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg?impolicy=298x298"
      ],
      "category_groups": [
          "dress"
      ],
      "results": {
          "image_order": null,
          "related_looks": {
              "similarity": [
                  "1923670",
                  "1811140",
                  "1923290",
                  "1805340",
                  "1989298",
                  "2045970",
                  "1793004",
                  "1731078",
                  "935556",
                  "1870594",
                  "1855953",
                  "2044603",
                  "1636215",
                  "1931923",
                  "1953765",
                  "1393194",
                  "1580238",
                  "1923807",
                  "1800647",
                  "1811201"
              ],
              "similarity_b": [
                  "1923670",
                  "1923290",
                  "1945013",
                  "1580238",
                  "1811140",
                  "1485808",
                  "1805340",
                  "1793004",
                  "1987252",
                  "1931923",
                  "1989298",
                  "2045970",
                  "1529519",
                  "1803070",
                  "1793147",
                  "1870594",
                  "1855953",
                  "2044603",
                  "1492390",
                  "1846768",
                  "1953703"
              ]
          },
          "related_outfits": {},
          "tags_hash": "99914b932bd37a50b983c5e7c90ae93b",
          "tags": {
              "skirt_length": {
                  "mini": 0.03,
                  "above_the_knee": 0.07,
                  "knee": 0.86,
                  "midi": 0.03
              },
              "sleeve": {
                  "short": 0.84,
                  "wrist": 0.15
              },
              "neckline": {
                  "asymmetric": 0.01,
                  "U_neck": 0.89,
                  "V_neck": 0.07,
                  "off_shoulder": 0.01
              },
              "skirt_silhouette": {
                  "A_line": 0.35,
                  "trumpet_mermaid": 0.03,
                  "straight_pencil": 0.61
              },
              "dress_waistline": {
                  "high": 0.53,
                  "normal": 0.43,
                  "none": 0.04
              },
              "dominant-colors": {
                  "#f0eded": 0.59,
                  "#9a9eb3": 0.12,
                  "#cebabb": 0.09,
                  "#465685": 0.09,
                  "#dd9390": 0.06,
                  "#a95b5c": 0.03,
                  "#d5aea2": 0.02
              },
              "palette-colors": {
                  "#ffffff": 0.59,
                  "#bebebe": 0.22,
                  "#ffc0d7": 0.11,
                  "#0000b3": 0.09
              },
              "pattern.simple": {
                  "no": 1.0
              },
              "pattern.floral": {
                  "yes": 0.96,
                  "no": 0.04
              },
              "pattern.other": {
                  "yes": 0.06,
                  "no": 0.94
              },
              "pattern.square": {
                  "no": 1.0
              },
              "pattern.animal": {
                  "no": 1.0
              },
              "pattern.stripes": {
                  "no": 1.0
              },
              "pattern.dots": {
                  "no": 1.0
              },
              "pattern.logo": {
                  "no": 1.0
              },
              "pattern.imageText": {
                  "no": 1.0
              }
          },
          "tags_argmax": {
              "skirt_length": "knee",
              "sleeve": "short",
              "neckline": "U_neck",
              "skirt_silhouette": "straight_pencil",
              "dress_waistline": "high",
              "dominant-colors": "#f0eded",
              "palette-colors": "#ffffff",
              "pattern.simple": "no",
              "pattern.floral": "yes",
              "pattern.other": "no",
              "pattern.square": "no",
              "pattern.animal": "no",
              "pattern.stripes": "no",
              "pattern.dots": "no",
              "pattern.logo": "no",
              "pattern.imageText": "no"
          },
          "color_variant": null
      },
      "color": "biela",
      "item_group_enabled": "1",
      "color_group_id": "780769",
      "image_link_box": "https://i.factcool.com/cache2/410x615/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
      "item_id": "1923670-9442959",
      "size": "S",
      "price": "11.99 EUR",
      "gtin": "9911111186747",
      "condition": "new",
      "availability": "in stock",
      "full_id": "780769-1923670-9442959",
      "price_eur": "11.99",
      "second_price": "19.99 EUR",
      "second_price_eur": "19.99",
      "third_price": "22.99 EUR",
      "third_price_eur": "22.99"
  }
  

• ids only for all entities

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/items/1923670-9442959?product_serializer=id&look_serializer=id&item_serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "product_id": "1923670",
      "look_id": "1923670",
      "item_id": "1923670-9442959"
  }
  

Images

• all images

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/images?offset=0&limit=5"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "links": {
          "next": "/recommendation-api/v2/images?limit=5&offset=5",
          "prev": null,
          "limit": 5,
          "offset": 0
      },
      "results": [
          {
              "url": "https://i.factcool.com/catalog/products/14/b8/34/14-b8-345b3940morma_906_3.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/14/b8/34/14-b8-345b3940morma_906_3.jpg?impolicy=298x298",
              "uuid": "9b20a090/97ac/40f2/b6d4/70484897cb5b",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "front": 0.99,
                      "front_side": 0.01
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "model",
                  "background": "plain"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/14/f3/71/14-f3-7171aa4emorma_906_4.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/14/f3/71/14-f3-7171aa4emorma_906_4.jpg?impolicy=298x298",
              "uuid": "8511c187/e921/44be/88ef/474a7a780ac3",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "front": 0.99
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 0.99
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "model",
                  "background": "plain"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/14/23/80/14-23-805c38f2cindy_900_1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/14/23/80/14-23-805c38f2cindy_900_1.jpg?impolicy=298x298",
              "uuid": "e9fdc8b8/632b/40e1/98c9/5dbc8dc97b6f",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back": 0.12,
                      "back_side": 0.04,
                      "front": 0.54,
                      "front_side": 0.24,
                      "side": 0.05
                  },
                  "content": {
                      "detail": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "detail",
                  "background": "plain"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/14/be/db/14-be-db9a9145cindy_900_2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/14/be/db/14-be-db9a9145cindy_900_2.jpg?impolicy=298x298",
              "uuid": "1bae0ef8/4bf5/415f/94a6/f8e2421220c3",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back": 0.8,
                      "back_side": 0.18
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "back",
                  "content": "model",
                  "background": "plain"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/14/cd/7d/14-cd-7d8152aecindy_900_3.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/14/cd/7d/14-cd-7d8152aecindy_900_3.jpg?impolicy=298x298",
              "uuid": "7f447f11/eecd/418d/89fd/78ec2afafc2e",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "front": 0.98,
                      "front_side": 0.01
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "model",
                  "background": "plain"
              }
          }
      ]
  }
  

• images for look

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/images?look_id=1923670"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "links": {
          "next": null,
          "prev": null,
          "limit": 100,
          "offset": 0
      },
      "results": [
          {
              "url": "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/51/bd6-51-bd55eb9e20220616105050_ruzove kvety.jpg?impolicy=298x298",
              "uuid": "8b889207/b6d6/4e4c/9a3c/e5ca7b7f5a70",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back_side": 0.03,
                      "front_side": 0.01,
                      "side": 0.96
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "complex": 0.94,
                      "simple": 0.06
                  }
              },
              "content_tags_argmax": {
                  "orientation": "side",
                  "content": "model",
                  "background": "complex"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/b5/ee6-b5-ee27724520220523104126_9911111186747-3.jpg?impolicy=298x298",
              "uuid": "321659fd/1731/4659/b888/c3de717f8bdc",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back": 1.0
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "back",
                  "content": "model",
                  "background": "plain"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg?impolicy=298x298",
              "uuid": "d0cd4bab/e6b1/46fb/9618/019f5c6e215b",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back": 0.01,
                      "back_side": 0.01,
                      "front": 0.52,
                      "front_side": 0.4,
                      "side": 0.05
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "model",
                  "background": "plain"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
              "uuid": "064cc280/579a/4782/9608/2e26c515a85d",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back": 0.01,
                      "front": 0.98
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "model",
                  "background": "plain"
              }
          }
      ]
  }
  

• images for look with specific tags

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/images?look_id=1923670&content_tags=orientation:front&content_tags=content:model"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "links": {
          "next": null,
          "prev": null,
          "limit": 100,
          "offset": 0
      },
      "results": [
          {
              "url": "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/aa/e66-aa-e672eff120220523104126_9911111186747-2.jpg?impolicy=298x298",
              "uuid": "d0cd4bab/e6b1/46fb/9618/019f5c6e215b",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back": 0.01,
                      "back_side": 0.01,
                      "front": 0.52,
                      "front_side": 0.4,
                      "side": 0.05
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "model",
                  "background": "plain"
              }
          },
          {
              "url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
              "uuid": "064cc280/579a/4782/9608/2e26c515a85d",
              "downloaded": true,
              "content_tags": {
                  "orientation": {
                      "back": 0.01,
                      "front": 0.98
                  },
                  "content": {
                      "model": 1.0
                  },
                  "background": {
                      "plain": 1.0
                  }
              },
              "content_tags_argmax": {
                  "orientation": "front",
                  "content": "model",
                  "background": "plain"
              }
          }
      ]
  }
  

Recommendation Endpoints

Static vs Personalized Recommendations

We distinguish two types of recommendations

• personalized: results are tailored specifically to given customer e.g. last seen products (user or session identifier is required)

• static: results are same for everyone e.g. category bestsellers

Recommendation Serializers

The recommendation results can be serialized as

• id: result contains only ids of recommended looks

• expand: result looks are expanded with basic fields like title, price, image_url

Keep in mind that the values of these fields are updated only once per day. It might not be sufficient if e.g. price or availability changes frequently. In such case, you should use the id serializer and complement our results with the latest data from your database.

Product detail page recommendations

Examples

• all pdp recommendations with id serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/pdp/1923670?serializer=id&session_id=123"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "similarity": [
          "1923670",
          "1811140",
          "1923290",
          "1805340",
          "1989298",
          "2045970",
          "1793004",
          "1731078",
          "935556",
          "1870594",
          "1855953",
          "2044603",
          "1636215",
          "1931923",
          "1953765",
          "1393194",
          "1580238",
          "1923807",
          "1800647",
          "1811201"
      ],
      "similarity_b": [
          "1923670",
          "1923290",
          "1945013",
          "1580238",
          "1811140",
          "1485808",
          "1805340",
          "1793004",
          "1987252",
          "1931923",
          "1989298",
          "2045970",
          "1529519",
          "1803070",
          "1793147",
          "1870594",
          "1855953",
          "2044603",
          "1492390",
          "1846768",
          "1953703"
      ],
      "last_seen": [
          "2051812",
          "1836823",
          "1836749",
          "1834799",
          "1817689",
          "1817668",
          "1795194",
          "1789705",
          "1771430",
          "1748223",
          "1716082",
          "1716068",
          "1714857",
          "1705118",
          "1685026",
          "1684403",
          "1673975",
          "1641718",
          "1639987",
          "1639935"
      ],
      "personalized": [
          "1923807",
          "1923123",
          "1458911",
          "1923119",
          "1636018",
          "1923121",
          "1957284",
          "2044623",
          "1953765",
          "1923122"
      ]
  }
  

• all pdp recommendations with expand serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/pdp/1923670?serializer=expand&session_id=123"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "similarity": [
          {
              "id": "1923670",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923670"
          },
          {
              "id": "1811140",
              "title": "Trendyol Pink Belted Carmen Collar Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/7e/02/11-7e-029313f42_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/7e/02/11-7e-029313f42_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1811140"
          },
          {
              "id": "1923290",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/a9/c36-a9-c35c39e520220523103952_9911111186693-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/a9/c36-a9-c35c39e520220523103952_9911111186693-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923290"
          },
          {
              "id": "1805340",
              "title": "Dámske šaty Trendyol Patterned",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/5b/66/11-5b-6627a0362_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/5b/66/11-5b-6627a0362_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1805340"
          },
          {
              "id": "1989298",
              "title": "Trendyol Multicolored Floral Pattern Dress",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38",
                  "40",
                  "42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/8e/fb/11-8e-fb703f2a3_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/8e/fb/11-8e-fb703f2a3_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1989298"
          },
          {
              "id": "2045970",
              "title": "Trend Alaçatı Stili Women's Cinnamon Heart Collar Waist Fitted Belt Patterned Pleated Dress",
              "brand": "Trend Alaçatı Stili",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/d8/8a/11-d8-8aa72a602_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/d8/8a/11-d8-8aa72a602_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2045970"
          },
          {
              "id": "1793004",
              "title": "Trendyol Pink Patterned Decollete Tulle Beach Dress",
              "brand": "Trendyol",
              "price": 13.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/6b/0e/11-6b-0ee19c262_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/6b/0e/11-6b-0ee19c262_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1793004"
          },
          {
              "id": "1731078",
              "title": "Koton Floral Printed Ruffle Dress",
              "brand": "Koton",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/39/39/11-39-39a905ef1_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/39/39/11-39-39a905ef1_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1731078"
          },
          {
              "id": "935556",
              "title": "Dámske šaty Trendyol Belted",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "L",
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/f0/12/11-f0-1294a8d72_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/f0/12/11-f0-1294a8d72_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=935556"
          },
          {
              "id": "1870594",
              "title": "Dámske šaty Trendyol Floral",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/28/b3/11-28-b375f3d92_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/28/b3/11-28-b375f3d92_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1870594"
          },
          {
              "id": "1855953",
              "title": "Trendyol Pink Frilly Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/f0/59/11-f0-590e48b42_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/f0/59/11-f0-590e48b42_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1855953"
          },
          {
              "id": "2044603",
              "title": "Dámske šaty Trend Alaçatı Stili DNZ-3193/BEIGE",
              "brand": "Trend Alaçatı Stili",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/e3/d8/11-e3-d849d1e52_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/e3/d8/11-e3-d849d1e52_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2044603"
          },
          {
              "id": "1636215",
              "title": null,
              "brand": "Moodo",
              "price": 13.99,
              "sale_price": null,
              "sizes": [
                  "XS"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/f0/7d/60-f0-7d9c67ec16619.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/f0/7d/60-f0-7d9c67ec16619.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1636215"
          },
          {
              "id": "1931923",
              "title": "Trendyol Black Halter Neck Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/58/61/11-58-61379faf2_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/58/61/11-58-61379faf2_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1931923"
          },
          {
              "id": "1953765",
              "title": null,
              "brand": "Moodo",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1953765"
          },
          {
              "id": "1393194",
              "title": "Moodo farebné šaty s tropickými motívmi",
              "brand": "Moodo",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "XS"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/04/ff/60-04-fff55e6010410-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/04/ff/60-04-fff55e6010410-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1393194"
          },
          {
              "id": "1580238",
              "title": "Koton Dress up",
              "brand": "Koton",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/ae/9e/11-ae-9e97ade51_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/ae/9e/11-ae-9e97ade51_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1580238"
          },
          {
              "id": "1923807",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923807"
          },
          {
              "id": "1800647",
              "title": "Koton Women's Pink Dress",
              "brand": "Koton",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "38",
                  "40",
                  "42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/a4/b9/11-a4-b9c416781_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/a4/b9/11-a4-b9c416781_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1800647"
          },
          {
              "id": "1811201",
              "title": "Trendyol Blue Belted Carmen Collar Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/eb/b9/11-eb-b9b569322_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/eb/b9/11-eb-b9b569322_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1811201"
          }
      ],
      "similarity_b": [
          {
              "id": "1923670",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
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              "thumbnail_url": "https://i.factcool.com/catalog/products/70/84/f2/70-84-f25ef38cd6531617-9975-42e2-962b-87e809a676b4-lvescarnoir3.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1714857"
          },
          {
              "id": "1705118",
              "title": "Celio Sweater Semerirond - Men's",
              "brand": "Celio",
              "price": 40.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/0d/8e/70-0d-8e3b8f0d6c68f6f1-ed51-41c6-ab00-b52fbb2fc2aa-1085622-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/0d/8e/70-0d-8e3b8f0d6c68f6f1-ed51-41c6-ab00-b52fbb2fc2aa-1085622-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1705118"
          },
          {
              "id": "1685026",
              "title": "Pánska bunda Celio Quilted",
              "brand": "Celio",
              "price": 111.99,
              "sale_price": null,
              "sizes": [
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/f1/76/70-f1-76aadca502822533-edf7-4ab0-ac37-4abdb03b97d3-1071358-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/f1/76/70-f1-76aadca502822533-edf7-4ab0-ac37-4abdb03b97d3-1071358-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1685026"
          },
          {
              "id": "1684403",
              "title": "Celio T-shirt Vevertina - Men's",
              "brand": "Celio",
              "price": 21.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/b9/f7/70-b9-f7119b4b17347f79-adce-4471-a47a-5398894ec755-vevertinagreymel1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/b9/f7/70-b9-f7119b4b17347f79-adce-4471-a47a-5398894ec755-vevertinagreymel1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1684403"
          },
          {
              "id": "1673975",
              "title": "Pánske tepláky Celio Voyage",
              "brand": "Celio",
              "price": 29.99,
              "sale_price": null,
              "sizes": [
                  "46/34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/aa/89/70-aa-89a0202e38ae2563-ee1b-4797-b031-3adaccf2f911-1100001-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/aa/89/70-aa-89a0202e38ae2563-ee1b-4797-b031-3adaccf2f911-1100001-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1673975"
          },
          {
              "id": "1641718",
              "title": "Celio Socks Siwinner - Men's",
              "brand": "Celio",
              "price": 9.99,
              "sale_price": null,
              "sizes": [
                  "One size"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/16/3d/70-16-3d619513b8bcf245-4ede-4e67-a60d-668f60317308-1087783-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/16/3d/70-16-3d619513b8bcf245-4ede-4e67-a60d-668f60317308-1087783-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1641718"
          },
          {
              "id": "1639987",
              "title": "Celio Shoes Ryan - Men's",
              "brand": "Celio",
              "price": 93.99,
              "sale_price": null,
              "sizes": [
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/8e/21/70-8e-215680eda11927b6-60a0-442d-9b4c-9567ebce94f4-1074714-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/8e/21/70-8e-215680eda11927b6-60a0-442d-9b4c-9567ebce94f4-1074714-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1639987"
          },
          {
              "id": "1639935",
              "title": "Celio Boxers Mitch - Men's",
              "brand": "Celio",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "M"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/35/aa/70-35-aa84494019aacdea-d871-46e2-adb5-9d68a2442e61-1092001-7.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/35/aa/70-35-aa84494019aacdea-d871-46e2-adb5-9d68a2442e61-1092001-7.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1639935"
          }
      ],
      "personalized": [
          {
              "id": "1923807",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923807"
          },
          {
              "id": "1923123",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/62/1b6-62-1bafb61220220523103222_9911111186648-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/62/1b6-62-1bafb61220220523103222_9911111186648-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923123"
          },
          {
              "id": "1458911",
              "title": "Dámska sukňa Fashionhunters RUE PARIS",
              "brand": "Fashionhunters",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/7a/ae/60-7a-ae291b13342818-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/7a/ae/60-7a-ae291b13342818-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1458911"
          },
          {
              "id": "1923119",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/02/d06-02-d033431f20220523100836_9911111186440-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/02/d06-02-d033431f20220523100836_9911111186440-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923119"
          },
          {
              "id": "1636018",
              "title": null,
              "brand": "Moodo",
              "price": 4.49,
              "sale_price": null,
              "sizes": [
                  "XS"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/75/38/60-75-3834aa1e17173.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/75/38/60-75-3834aa1e17173.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1636018"
          },
          {
              "id": "1923121",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/b1/126-b1-1219f41a20220523103004_9911111186549-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/b1/126-b1-1219f41a20220523103004_9911111186549-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923121"
          },
          {
              "id": "1957284",
              "title": "Dámske šaty Trendyol Bodycone",
              "brand": "Trendyol",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/15/99/11-15-9946e9142_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/15/99/11-15-9946e9142_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1957284"
          },
          {
              "id": "2044623",
              "title": "Trend Alaçatı Stili Women's Plum Front And Back V-Neck Floral Patterned Flounce Linen Linen Dress",
              "brand": "Trend Alaçatı Stili",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/57/41/11-57-418bb2502_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/57/41/11-57-418bb2502_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2044623"
          },
          {
              "id": "1953765",
              "title": null,
              "brand": "Moodo",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1953765"
          },
          {
              "id": "1923122",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/39/026-39-02a9a25f20220523103106_9911111186594-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/39/026-39-02a9a25f20220523103106_9911111186594-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923122"
          }
      ]
  }
  

• static recommendations with id serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/pdp/static/1923670?serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "similarity": [
          "1923670",
          "1811140",
          "1923290",
          "1805340",
          "1989298",
          "2045970",
          "1793004",
          "1731078",
          "935556",
          "1870594",
          "1855953",
          "2044603",
          "1636215",
          "1931923",
          "1953765",
          "1393194",
          "1580238",
          "1923807",
          "1800647",
          "1811201"
      ],
      "similarity_b": [
          "1923670",
          "1923290",
          "1945013",
          "1580238",
          "1811140",
          "1485808",
          "1805340",
          "1793004",
          "1987252",
          "1931923",
          "1989298",
          "2045970",
          "1529519",
          "1803070",
          "1793147",
          "1870594",
          "1855953",
          "2044603",
          "1492390",
          "1846768",
          "1953703"
      ]
  }
  

• static recommendations with expand serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/pdp/static/1923670?serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "similarity": [
          {
              "id": "1923670",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923670"
          },
          {
              "id": "1811140",
              "title": "Trendyol Pink Belted Carmen Collar Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/7e/02/11-7e-029313f42_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/7e/02/11-7e-029313f42_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1811140"
          },
          {
              "id": "1923290",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/a9/c36-a9-c35c39e520220523103952_9911111186693-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/a9/c36-a9-c35c39e520220523103952_9911111186693-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923290"
          },
          {
              "id": "1805340",
              "title": "Dámske šaty Trendyol Patterned",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/5b/66/11-5b-6627a0362_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/5b/66/11-5b-6627a0362_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1805340"
          },
          {
              "id": "1989298",
              "title": "Trendyol Multicolored Floral Pattern Dress",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38",
                  "40",
                  "42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/8e/fb/11-8e-fb703f2a3_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/8e/fb/11-8e-fb703f2a3_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1989298"
          },
          {
              "id": "2045970",
              "title": "Trend Alaçatı Stili Women's Cinnamon Heart Collar Waist Fitted Belt Patterned Pleated Dress",
              "brand": "Trend Alaçatı Stili",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/d8/8a/11-d8-8aa72a602_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/d8/8a/11-d8-8aa72a602_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2045970"
          },
          {
              "id": "1793004",
              "title": "Trendyol Pink Patterned Decollete Tulle Beach Dress",
              "brand": "Trendyol",
              "price": 13.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/6b/0e/11-6b-0ee19c262_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/6b/0e/11-6b-0ee19c262_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1793004"
          },
          {
              "id": "1731078",
              "title": "Koton Floral Printed Ruffle Dress",
              "brand": "Koton",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/39/39/11-39-39a905ef1_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/39/39/11-39-39a905ef1_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1731078"
          },
          {
              "id": "935556",
              "title": "Dámske šaty Trendyol Belted",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "L",
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/f0/12/11-f0-1294a8d72_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/f0/12/11-f0-1294a8d72_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=935556"
          },
          {
              "id": "1870594",
              "title": "Dámske šaty Trendyol Floral",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/28/b3/11-28-b375f3d92_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/28/b3/11-28-b375f3d92_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1870594"
          },
          {
              "id": "1855953",
              "title": "Trendyol Pink Frilly Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/f0/59/11-f0-590e48b42_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/f0/59/11-f0-590e48b42_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1855953"
          },
          {
              "id": "2044603",
              "title": "Dámske šaty Trend Alaçatı Stili DNZ-3193/BEIGE",
              "brand": "Trend Alaçatı Stili",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/e3/d8/11-e3-d849d1e52_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/e3/d8/11-e3-d849d1e52_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2044603"
          },
          {
              "id": "1636215",
              "title": null,
              "brand": "Moodo",
              "price": 13.99,
              "sale_price": null,
              "sizes": [
                  "XS"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/f0/7d/60-f0-7d9c67ec16619.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/f0/7d/60-f0-7d9c67ec16619.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1636215"
          },
          {
              "id": "1931923",
              "title": "Trendyol Black Halter Neck Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/58/61/11-58-61379faf2_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/58/61/11-58-61379faf2_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1931923"
          },
          {
              "id": "1953765",
              "title": null,
              "brand": "Moodo",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1953765"
          },
          {
              "id": "1393194",
              "title": "Moodo farebné šaty s tropickými motívmi",
              "brand": "Moodo",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "XS"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/04/ff/60-04-fff55e6010410-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/04/ff/60-04-fff55e6010410-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1393194"
          },
          {
              "id": "1580238",
              "title": "Koton Dress up",
              "brand": "Koton",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/ae/9e/11-ae-9e97ade51_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/ae/9e/11-ae-9e97ade51_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1580238"
          },
          {
              "id": "1923807",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923807"
          },
          {
              "id": "1800647",
              "title": "Koton Women's Pink Dress",
              "brand": "Koton",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "38",
                  "40",
                  "42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/a4/b9/11-a4-b9c416781_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/a4/b9/11-a4-b9c416781_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1800647"
          },
          {
              "id": "1811201",
              "title": "Trendyol Blue Belted Carmen Collar Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/eb/b9/11-eb-b9b569322_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/eb/b9/11-eb-b9b569322_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1811201"
          }
      ],
      "similarity_b": [
          {
              "id": "1923670",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/62/7e6-62-7efbbc6a20220523104126_9911111186747-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923670"
          },
          {
              "id": "1923290",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/a9/c36-a9-c35c39e520220523103952_9911111186693-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/a9/c36-a9-c35c39e520220523103952_9911111186693-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923290"
          },
          {
              "id": "1945013",
              "title": "Dámske šaty NUMOCO BOYKA",
              "brand": "NUMOCO",
              "price": 36.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "M",
                  "L",
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/00/10/60-00-10d00eed379-2-boyka-dopasowana-sukien-13311.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/00/10/60-00-10d00eed379-2-boyka-dopasowana-sukien-13311.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1945013"
          },
          {
              "id": "1580238",
              "title": "Koton Dress up",
              "brand": "Koton",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/ae/9e/11-ae-9e97ade51_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/ae/9e/11-ae-9e97ade51_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1580238"
          },
          {
              "id": "1811140",
              "title": "Trendyol Pink Belted Carmen Collar Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/7e/02/11-7e-029313f42_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/7e/02/11-7e-029313f42_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1811140"
          },
          {
              "id": "1485808",
              "title": "Koton Women's Red Belt Detailed Dress",
              "brand": "Koton",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/df/f5/11-df-f57a0ebc8681976432617_1_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/df/f5/11-df-f57a0ebc8681976432617_1_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1485808"
          },
          {
              "id": "1805340",
              "title": "Dámske šaty Trendyol Patterned",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/5b/66/11-5b-6627a0362_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/5b/66/11-5b-6627a0362_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1805340"
          },
          {
              "id": "1793004",
              "title": "Trendyol Pink Patterned Decollete Tulle Beach Dress",
              "brand": "Trendyol",
              "price": 13.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/6b/0e/11-6b-0ee19c262_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/6b/0e/11-6b-0ee19c262_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1793004"
          },
          {
              "id": "1987252",
              "title": "Trendyol Multicolor Collar Detailed Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38",
                  "40",
                  "42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/5c/de/11-5c-de72b54d2_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/5c/de/11-5c-de72b54d2_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1987252"
          },
          {
              "id": "1931923",
              "title": "Trendyol Black Halter Neck Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/58/61/11-58-61379faf2_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/58/61/11-58-61379faf2_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1931923"
          },
          {
              "id": "1989298",
              "title": "Trendyol Multicolored Floral Pattern Dress",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38",
                  "40",
                  "42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/8e/fb/11-8e-fb703f2a3_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/8e/fb/11-8e-fb703f2a3_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1989298"
          },
          {
              "id": "2045970",
              "title": "Trend Alaçatı Stili Women's Cinnamon Heart Collar Waist Fitted Belt Patterned Pleated Dress",
              "brand": "Trend Alaçatı Stili",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/d8/8a/11-d8-8aa72a602_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/d8/8a/11-d8-8aa72a602_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2045970"
          },
          {
              "id": "1529519",
              "title": "Dámske šaty Trendyol Patterned",
              "brand": "Trendyol",
              "price": 15.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/05/e6/11-05-e66c6cc51_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/05/e6/11-05-e66c6cc51_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1529519"
          },
          {
              "id": "1803070",
              "title": "Koton Women's Black Patterned Dress",
              "brand": "Koton",
              "price": 18.99,
              "sale_price": null,
              "sizes": [
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/d7/39/11-d7-39f9ff611_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/d7/39/11-d7-39f9ff611_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1803070"
          },
          {
              "id": "1793147",
              "title": "Dámske oblečenie   Trendyol  Basic",
              "brand": "Trendyol",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L",
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/59/3b/11-59-3b7bd2f52_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/59/3b/11-59-3b7bd2f52_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1793147"
          },
          {
              "id": "1870594",
              "title": "Dámske šaty Trendyol Floral",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/28/b3/11-28-b375f3d92_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/28/b3/11-28-b375f3d92_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1870594"
          },
          {
              "id": "1855953",
              "title": "Trendyol Pink Frilly Dress",
              "brand": "Trendyol",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/f0/59/11-f0-590e48b42_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/f0/59/11-f0-590e48b42_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1855953"
          },
          {
              "id": "2044603",
              "title": "Dámske šaty Trend Alaçatı Stili DNZ-3193/BEIGE",
              "brand": "Trend Alaçatı Stili",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "36"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/e3/d8/11-e3-d849d1e52_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/e3/d8/11-e3-d849d1e52_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2044603"
          },
          {
              "id": "1492390",
              "title": "Dámske šaty Trendyol Flywheel",
              "brand": "Trendyol",
              "price": 15.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/51/9c/11-51-9c9a1d6f1_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/51/9c/11-51-9c9a1d6f1_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1492390"
          },
          {
              "id": "1846768",
              "title": "Trendyol Shirred Detail Printed Corduroy Knitted",
              "brand": "Trendyol",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/ae/b7/11-ae-b7be1e0b2_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/ae/b7/11-ae-b7be1e0b2_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1846768"
          },
          {
              "id": "1953703",
              "title": "Dámske šaty Moodo Patterned",
              "brand": "Moodo",
              "price": 15.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/85/3b/60-85-3b5b105019566.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/85/3b/60-85-3b5b105019566.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1953703"
          }
      ]
  }
  

• personalized recommendations with id serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/pdp/personalized/1923670?session_id=123&serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "last_seen": [
          "2051812",
          "1836823",
          "1836749",
          "1834799",
          "1817689",
          "1817668",
          "1795194",
          "1789705",
          "1771430",
          "1748223",
          "1716082",
          "1716068",
          "1714857",
          "1705118",
          "1685026",
          "1684403",
          "1673975",
          "1641718",
          "1639987",
          "1639935"
      ],
      "personalized": [
          "1923807",
          "1923123",
          "1458911",
          "1923119",
          "1636018",
          "1923121",
          "1957284",
          "2044623",
          "1953765",
          "1923122"
      ]
  }
  

• personalized recommendations with expand serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/pdp/personalized/1923670?session_id=123&serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "last_seen": [
          {
              "id": "2051812",
              "title": "Celio Striped Shirt slim Masantal2 - Men",
              "brand": "Celio",
              "price": 40.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/b2/c8/70-b2-c835958255517781-14db-444b-96ff-b7c355b9e412-1114165-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/b2/c8/70-b2-c835958255517781-14db-444b-96ff-b7c355b9e412-1114165-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2051812"
          },
          {
              "id": "1836823",
              "title": "Celio Cotton T-shirt Neuniv - Men",
              "brand": "Celio",
              "price": 17.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/37/3c/70-37-3cab429a757b82c5-30cf-4772-8dd9-d796c9ce7a6d-1061391-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/37/3c/70-37-3cab429a757b82c5-30cf-4772-8dd9-d796c9ce7a6d-1061391-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1836823"
          },
          {
              "id": "1836749",
              "title": "Pánske rifle Celio Denim",
              "brand": "Celio",
              "price": 47.99,
              "sale_price": null,
              "sizes": [
                  "32/34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/21/26/70-21-26587f3af4e8117e-99e9-4e2f-bec2-1e3ce82bd9cb-1069030-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/21/26/70-21-26587f3af4e8117e-99e9-4e2f-bec2-1e3ce82bd9cb-1069030-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1836749"
          },
          {
              "id": "1834799",
              "title": "Celio Linen Shirt Ratalin regular - Men",
              "brand": "Celio",
              "price": 38.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/db/19/70-db-194b1d542d201643-0a92-4d35-8105-67f7b6b5f977-1087135-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/db/19/70-db-194b1d542d201643-0a92-4d35-8105-67f7b6b5f977-1087135-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1834799"
          },
          {
              "id": "1817689",
              "title": "Celio Cotton Shirt Rawork - Men",
              "brand": "Celio",
              "price": 49.99,
              "sale_price": null,
              "sizes": [
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/0a/6b/70-0a-6b7c0cea874a28f6-0937-43c1-83a9-2de400129a6c-1078192-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/0a/6b/70-0a-6b7c0cea874a28f6-0937-43c1-83a9-2de400129a6c-1078192-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1817689"
          },
          {
              "id": "1817668",
              "title": "Celio Polo T-shirt Neceone - Men",
              "brand": "Celio",
              "price": 25.99,
              "sale_price": null,
              "sizes": [
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/12/27/70-12-27afe24495705643-7e53-4fcf-8a32-5ca8e54d1184-1062641-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/12/27/70-12-27afe24495705643-7e53-4fcf-8a32-5ca8e54d1184-1062641-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1817668"
          },
          {
              "id": "1795194",
              "title": "Celio Polo T-shirt piké 100% Cotton - Men",
              "brand": "Celio",
              "price": 34.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/95/f3/70-95-f3e551102529c5eb-783e-4bb4-9d05-979d23de562e-1106721-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/95/f3/70-95-f3e551102529c5eb-783e-4bb4-9d05-979d23de562e-1106721-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1795194"
          },
          {
              "id": "1789705",
              "title": "Celio Sweatpants Vobandit with stripes - Men",
              "brand": "Celio",
              "price": 29.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/13/81/70-13-812f1f433dd36f27-912c-42ed-aa3f-fad1fadaa397-1103247-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/13/81/70-13-812f1f433dd36f27-912c-42ed-aa3f-fad1fadaa397-1103247-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1789705"
          },
          {
              "id": "1771430",
              "title": "Celio Shirt Valight - Men",
              "brand": "Celio",
              "price": 32.99,
              "sale_price": null,
              "sizes": [
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/2a/7f/70-2a-7fe8c7d4256acf16-c490-4a13-8af0-9bb7ed5d2a53-1100050-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/2a/7f/70-2a-7fe8c7d4256acf16-c490-4a13-8af0-9bb7ed5d2a53-1100050-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1771430"
          },
          {
              "id": "1748223",
              "title": "Celio Sweater Vemerizip - Men's",
              "brand": "Celio",
              "price": 54.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/fd/7d/70-fd-7d5b4da604a41154-98c8-4070-8abf-104abc1a3cde-vemerizipblack3.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/fd/7d/70-fd-7d5b4da604a41154-98c8-4070-8abf-104abc1a3cde-vemerizipblack3.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1748223"
          },
          {
              "id": "1716082",
              "title": "Pánsky kabát Celio Sutwill",
              "brand": "Celio",
              "price": 155.99,
              "sale_price": null,
              "sizes": [
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/1a/e4/70-1a-e40a3538fc6740f6-6441-4197-8777-1a7e408f06bf-1086975-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/1a/e4/70-1a-e40a3538fc6740f6-6441-4197-8777-1a7e408f06bf-1086975-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1716082"
          },
          {
              "id": "1716068",
              "title": "Celio Boxer Shorts Miless - Men's",
              "brand": "Celio",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/b7/9c/70-b7-9c5e2a5cb4a897a0-e7f0-4d96-a4e6-b8ebae6bb8c3-1051537-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/b7/9c/70-b7-9c5e2a5cb4a897a0-e7f0-4d96-a4e6-b8ebae6bb8c3-1051537-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1716068"
          },
          {
              "id": "1714857",
              "title": "Pánske tričko Celio Lvescar",
              "brand": "Celio",
              "price": 21.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/84/f2/70-84-f25ef38cd6531617-9975-42e2-962b-87e809a676b4-lvescarnoir3.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/84/f2/70-84-f25ef38cd6531617-9975-42e2-962b-87e809a676b4-lvescarnoir3.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1714857"
          },
          {
              "id": "1705118",
              "title": "Celio Sweater Semerirond - Men's",
              "brand": "Celio",
              "price": 40.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/0d/8e/70-0d-8e3b8f0d6c68f6f1-ed51-41c6-ab00-b52fbb2fc2aa-1085622-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/0d/8e/70-0d-8e3b8f0d6c68f6f1-ed51-41c6-ab00-b52fbb2fc2aa-1085622-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1705118"
          },
          {
              "id": "1685026",
              "title": "Pánska bunda Celio Quilted",
              "brand": "Celio",
              "price": 111.99,
              "sale_price": null,
              "sizes": [
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/f1/76/70-f1-76aadca502822533-edf7-4ab0-ac37-4abdb03b97d3-1071358-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/f1/76/70-f1-76aadca502822533-edf7-4ab0-ac37-4abdb03b97d3-1071358-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1685026"
          },
          {
              "id": "1684403",
              "title": "Celio T-shirt Vevertina - Men's",
              "brand": "Celio",
              "price": 21.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/b9/f7/70-b9-f7119b4b17347f79-adce-4471-a47a-5398894ec755-vevertinagreymel1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/b9/f7/70-b9-f7119b4b17347f79-adce-4471-a47a-5398894ec755-vevertinagreymel1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1684403"
          },
          {
              "id": "1673975",
              "title": "Pánske tepláky Celio Voyage",
              "brand": "Celio",
              "price": 29.99,
              "sale_price": null,
              "sizes": [
                  "46/34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/aa/89/70-aa-89a0202e38ae2563-ee1b-4797-b031-3adaccf2f911-1100001-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/aa/89/70-aa-89a0202e38ae2563-ee1b-4797-b031-3adaccf2f911-1100001-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1673975"
          },
          {
              "id": "1641718",
              "title": "Celio Socks Siwinner - Men's",
              "brand": "Celio",
              "price": 9.99,
              "sale_price": null,
              "sizes": [
                  "One size"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/16/3d/70-16-3d619513b8bcf245-4ede-4e67-a60d-668f60317308-1087783-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/16/3d/70-16-3d619513b8bcf245-4ede-4e67-a60d-668f60317308-1087783-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1641718"
          },
          {
              "id": "1639987",
              "title": "Celio Shoes Ryan - Men's",
              "brand": "Celio",
              "price": 93.99,
              "sale_price": null,
              "sizes": [
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/8e/21/70-8e-215680eda11927b6-60a0-442d-9b4c-9567ebce94f4-1074714-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/8e/21/70-8e-215680eda11927b6-60a0-442d-9b4c-9567ebce94f4-1074714-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1639987"
          },
          {
              "id": "1639935",
              "title": "Celio Boxers Mitch - Men's",
              "brand": "Celio",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "M"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/35/aa/70-35-aa84494019aacdea-d871-46e2-adb5-9d68a2442e61-1092001-7.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/35/aa/70-35-aa84494019aacdea-d871-46e2-adb5-9d68a2442e61-1092001-7.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1639935"
          }
      ],
      "personalized": [
          {
              "id": "1923807",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/3c/c06-3c-c038dad620220523104204_9911111186792-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923807"
          },
          {
              "id": "1923123",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/62/1b6-62-1bafb61220220523103222_9911111186648-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/62/1b6-62-1bafb61220220523103222_9911111186648-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923123"
          },
          {
              "id": "1458911",
              "title": "Dámska sukňa Fashionhunters RUE PARIS",
              "brand": "Fashionhunters",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/7a/ae/60-7a-ae291b13342818-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/7a/ae/60-7a-ae291b13342818-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1458911"
          },
          {
              "id": "1923119",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/02/d06-02-d033431f20220523100836_9911111186440-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/02/d06-02-d033431f20220523100836_9911111186440-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923119"
          },
          {
              "id": "1636018",
              "title": null,
              "brand": "Moodo",
              "price": 4.49,
              "sale_price": null,
              "sizes": [
                  "XS"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/75/38/60-75-3834aa1e17173.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/75/38/60-75-3834aa1e17173.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1636018"
          },
          {
              "id": "1923121",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/b1/126-b1-1219f41a20220523103004_9911111186549-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/b1/126-b1-1219f41a20220523103004_9911111186549-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923121"
          },
          {
              "id": "1957284",
              "title": "Dámske šaty Trendyol Bodycone",
              "brand": "Trendyol",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/15/99/11-15-9946e9142_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/15/99/11-15-9946e9142_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1957284"
          },
          {
              "id": "2044623",
              "title": "Trend Alaçatı Stili Women's Plum Front And Back V-Neck Floral Patterned Flounce Linen Linen Dress",
              "brand": "Trend Alaçatı Stili",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/57/41/11-57-418bb2502_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/57/41/11-57-418bb2502_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2044623"
          },
          {
              "id": "1953765",
              "title": null,
              "brand": "Moodo",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/98/c6/60-98-c640e69019564.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1953765"
          },
          {
              "id": "1923122",
              "title": "Dámske šaty Frogies",
              "brand": "Frogies",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/39/026-39-02a9a25f20220523103106_9911111186594-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/39/026-39-02a9a25f20220523103106_9911111186594-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1923122"
          }
      ]
  }
  

Landing page Recommendations

• recommendations with id serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/landing?session_id=123&serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "bestsellers": [
          "1410366",
          "1410353",
          "1787905",
          "1516454",
          "1708527",
          "1948355",
          "1440408",
          "1787907",
          "1440439",
          "1414523"
      ],
      "last_seen": [
          "2051812",
          "1836823",
          "1836749",
          "1834799",
          "1817689",
          "1817668",
          "1795194",
          "1789705",
          "1771430",
          "1748223",
          "1716082",
          "1716068",
          "1714857",
          "1705118",
          "1685026",
          "1684403",
          "1673975",
          "1641718",
          "1639987",
          "1639935"
      ],
      "personalized": []
  }
  

• recommendations with expand serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/landing?session_id=123&serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "bestsellers": [
          {
              "id": "1410366",
              "title": "Pánske boxerky Lee Cooper 5PACK",
              "brand": "Lee Cooper",
              "price": 22.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "L",
                  "XL",
                  "XXL",
                  "3XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/b1/d96-b1-d995b3f920201127134735_LCU3200709A.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/b1/d96-b1-d995b3f920201127134735_LCU3200709A.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1410366"
          },
          {
              "id": "1410353",
              "title": "Pánske boxerky Lee Cooper 5PACK",
              "brand": "Lee Cooper",
              "price": 15.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "L",
                  "XL",
                  "XXL",
                  "3XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/5b/a96-5b-a9ffcfbb20201127154542_LCU3200712A.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/5b/a96-5b-a9ffcfbb20201127154542_LCU3200712A.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1410353"
          },
          {
              "id": "1787905",
              "title": "Pánske boxerky Lee Cooper Patterned",
              "brand": "Lee Cooper",
              "price": 3.99,
              "sale_price": null,
              "sizes": [
                  "L",
                  "XL",
                  "XXL",
                  "3XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/8f/886-8f-88773fdf20220117072053_9911111177066.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/8f/886-8f-88773fdf20220117072053_9911111177066.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1787905"
          },
          {
              "id": "1516454",
              "title": "Ponožky Frogies Kama Sutra",
              "brand": "Frogies",
              "price": 4.49,
              "sale_price": null,
              "sizes": [
                  "35-38",
                  "39-42",
                  "43-46"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/4e/296-4e-2995339b20210928151125_9911111169511.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/4e/296-4e-2995339b20210928151125_9911111169511.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1516454"
          },
          {
              "id": "1708527",
              "title": "Pánske boxerky Lee Cooper Patterned",
              "brand": "Lee Cooper",
              "price": 3.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "L",
                  "XL",
                  "XXL",
                  "3XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/cf/3f6-cf-3fb4cbac20211008135934_9911111158980.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/cf/3f6-cf-3fb4cbac20211008135934_9911111158980.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1708527"
          },
          {
              "id": "1948355",
              "title": "Pánske boxerky Lee Cooper 5PACK",
              "brand": "Lee Cooper",
              "price": 18.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "L",
                  "XL",
                  "XXL",
                  "3XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/23/aa6-23-aa5d691120220719073604_9911111184446.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/23/aa6-23-aa5d691120220719073604_9911111184446.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1948355"
          },
          {
              "id": "1440408",
              "title": "Pánske ponožky Lee Cooper 7 Pack",
              "brand": "Lee Cooper",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "39-42",
                  "43-46"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/2e/166-2e-16f839ce20210413071607_9911111144105_0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/2e/166-2e-16f839ce20210413071607_9911111144105_0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1440408"
          },
          {
              "id": "1787907",
              "title": "Pánske boxerky Lee Cooper Patterned",
              "brand": "Lee Cooper",
              "price": 3.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "L",
                  "XL",
                  "XXL",
                  "3XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/8a/7c6-8a-7c29b78e20220114123553_9911111177165.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/8a/7c6-8a-7c29b78e20220114123553_9911111177165.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1787907"
          },
          {
              "id": "1440439",
              "title": "Pánske boxerky Lee Cooper Peacoat",
              "brand": "Lee Cooper",
              "price": 4.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "L",
                  "XL",
                  "XXL",
                  "3XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/72/b36-72-b3b0062020210419071136_9911111151318.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/72/b36-72-b3b0062020210419071136_9911111151318.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1440439"
          },
          {
              "id": "1414523",
              "title": "Pánske boxerky The Simpsons 1ks - Frogies",
              "brand": "Frogies",
              "price": 4.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "L",
                  "XL",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/a8/256-a8-2558e33220210204082400_1414523.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/a8/256-a8-2558e33220210204082400_1414523.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1414523"
          }
      ],
      "last_seen": [
          {
              "id": "2051812",
              "title": "Celio Striped Shirt slim Masantal2 - Men",
              "brand": "Celio",
              "price": 40.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/b2/c8/70-b2-c835958255517781-14db-444b-96ff-b7c355b9e412-1114165-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/b2/c8/70-b2-c835958255517781-14db-444b-96ff-b7c355b9e412-1114165-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2051812"
          },
          {
              "id": "1836823",
              "title": "Celio Cotton T-shirt Neuniv - Men",
              "brand": "Celio",
              "price": 17.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/37/3c/70-37-3cab429a757b82c5-30cf-4772-8dd9-d796c9ce7a6d-1061391-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/37/3c/70-37-3cab429a757b82c5-30cf-4772-8dd9-d796c9ce7a6d-1061391-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1836823"
          },
          {
              "id": "1836749",
              "title": "Pánske rifle Celio Denim",
              "brand": "Celio",
              "price": 47.99,
              "sale_price": null,
              "sizes": [
                  "32/34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/21/26/70-21-26587f3af4e8117e-99e9-4e2f-bec2-1e3ce82bd9cb-1069030-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/21/26/70-21-26587f3af4e8117e-99e9-4e2f-bec2-1e3ce82bd9cb-1069030-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1836749"
          },
          {
              "id": "1834799",
              "title": "Celio Linen Shirt Ratalin regular - Men",
              "brand": "Celio",
              "price": 38.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/db/19/70-db-194b1d542d201643-0a92-4d35-8105-67f7b6b5f977-1087135-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/db/19/70-db-194b1d542d201643-0a92-4d35-8105-67f7b6b5f977-1087135-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1834799"
          },
          {
              "id": "1817689",
              "title": "Celio Cotton Shirt Rawork - Men",
              "brand": "Celio",
              "price": 49.99,
              "sale_price": null,
              "sizes": [
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/0a/6b/70-0a-6b7c0cea874a28f6-0937-43c1-83a9-2de400129a6c-1078192-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/0a/6b/70-0a-6b7c0cea874a28f6-0937-43c1-83a9-2de400129a6c-1078192-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1817689"
          },
          {
              "id": "1817668",
              "title": "Celio Polo T-shirt Neceone - Men",
              "brand": "Celio",
              "price": 25.99,
              "sale_price": null,
              "sizes": [
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/12/27/70-12-27afe24495705643-7e53-4fcf-8a32-5ca8e54d1184-1062641-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/12/27/70-12-27afe24495705643-7e53-4fcf-8a32-5ca8e54d1184-1062641-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1817668"
          },
          {
              "id": "1795194",
              "title": "Celio Polo T-shirt piké 100% Cotton - Men",
              "brand": "Celio",
              "price": 34.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/95/f3/70-95-f3e551102529c5eb-783e-4bb4-9d05-979d23de562e-1106721-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/95/f3/70-95-f3e551102529c5eb-783e-4bb4-9d05-979d23de562e-1106721-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1795194"
          },
          {
              "id": "1789705",
              "title": "Celio Sweatpants Vobandit with stripes - Men",
              "brand": "Celio",
              "price": 29.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/13/81/70-13-812f1f433dd36f27-912c-42ed-aa3f-fad1fadaa397-1103247-2.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/13/81/70-13-812f1f433dd36f27-912c-42ed-aa3f-fad1fadaa397-1103247-2.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1789705"
          },
          {
              "id": "1771430",
              "title": "Celio Shirt Valight - Men",
              "brand": "Celio",
              "price": 32.99,
              "sale_price": null,
              "sizes": [
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/2a/7f/70-2a-7fe8c7d4256acf16-c490-4a13-8af0-9bb7ed5d2a53-1100050-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/2a/7f/70-2a-7fe8c7d4256acf16-c490-4a13-8af0-9bb7ed5d2a53-1100050-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1771430"
          },
          {
              "id": "1748223",
              "title": "Celio Sweater Vemerizip - Men's",
              "brand": "Celio",
              "price": 54.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/fd/7d/70-fd-7d5b4da604a41154-98c8-4070-8abf-104abc1a3cde-vemerizipblack3.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/fd/7d/70-fd-7d5b4da604a41154-98c8-4070-8abf-104abc1a3cde-vemerizipblack3.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1748223"
          },
          {
              "id": "1716082",
              "title": "Pánsky kabát Celio Sutwill",
              "brand": "Celio",
              "price": 155.99,
              "sale_price": null,
              "sizes": [
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/1a/e4/70-1a-e40a3538fc6740f6-6441-4197-8777-1a7e408f06bf-1086975-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/1a/e4/70-1a-e40a3538fc6740f6-6441-4197-8777-1a7e408f06bf-1086975-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1716082"
          },
          {
              "id": "1716068",
              "title": "Celio Boxer Shorts Miless - Men's",
              "brand": "Celio",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/b7/9c/70-b7-9c5e2a5cb4a897a0-e7f0-4d96-a4e6-b8ebae6bb8c3-1051537-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/b7/9c/70-b7-9c5e2a5cb4a897a0-e7f0-4d96-a4e6-b8ebae6bb8c3-1051537-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1716068"
          },
          {
              "id": "1714857",
              "title": "Pánske tričko Celio Lvescar",
              "brand": "Celio",
              "price": 21.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/84/f2/70-84-f25ef38cd6531617-9975-42e2-962b-87e809a676b4-lvescarnoir3.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/84/f2/70-84-f25ef38cd6531617-9975-42e2-962b-87e809a676b4-lvescarnoir3.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1714857"
          },
          {
              "id": "1705118",
              "title": "Celio Sweater Semerirond - Men's",
              "brand": "Celio",
              "price": 40.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/0d/8e/70-0d-8e3b8f0d6c68f6f1-ed51-41c6-ab00-b52fbb2fc2aa-1085622-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/0d/8e/70-0d-8e3b8f0d6c68f6f1-ed51-41c6-ab00-b52fbb2fc2aa-1085622-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1705118"
          },
          {
              "id": "1685026",
              "title": "Pánska bunda Celio Quilted",
              "brand": "Celio",
              "price": 111.99,
              "sale_price": null,
              "sizes": [
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/f1/76/70-f1-76aadca502822533-edf7-4ab0-ac37-4abdb03b97d3-1071358-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/f1/76/70-f1-76aadca502822533-edf7-4ab0-ac37-4abdb03b97d3-1071358-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1685026"
          },
          {
              "id": "1684403",
              "title": "Celio T-shirt Vevertina - Men's",
              "brand": "Celio",
              "price": 21.99,
              "sale_price": null,
              "sizes": [
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/b9/f7/70-b9-f7119b4b17347f79-adce-4471-a47a-5398894ec755-vevertinagreymel1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/b9/f7/70-b9-f7119b4b17347f79-adce-4471-a47a-5398894ec755-vevertinagreymel1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1684403"
          },
          {
              "id": "1673975",
              "title": "Pánske tepláky Celio Voyage",
              "brand": "Celio",
              "price": 29.99,
              "sale_price": null,
              "sizes": [
                  "46/34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/aa/89/70-aa-89a0202e38ae2563-ee1b-4797-b031-3adaccf2f911-1100001-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/aa/89/70-aa-89a0202e38ae2563-ee1b-4797-b031-3adaccf2f911-1100001-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1673975"
          },
          {
              "id": "1641718",
              "title": "Celio Socks Siwinner - Men's",
              "brand": "Celio",
              "price": 9.99,
              "sale_price": null,
              "sizes": [
                  "One size"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/16/3d/70-16-3d619513b8bcf245-4ede-4e67-a60d-668f60317308-1087783-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/16/3d/70-16-3d619513b8bcf245-4ede-4e67-a60d-668f60317308-1087783-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1641718"
          },
          {
              "id": "1639987",
              "title": "Celio Shoes Ryan - Men's",
              "brand": "Celio",
              "price": 93.99,
              "sale_price": null,
              "sizes": [
                  "40"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/8e/21/70-8e-215680eda11927b6-60a0-442d-9b4c-9567ebce94f4-1074714-0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/8e/21/70-8e-215680eda11927b6-60a0-442d-9b4c-9567ebce94f4-1074714-0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1639987"
          },
          {
              "id": "1639935",
              "title": "Celio Boxers Mitch - Men's",
              "brand": "Celio",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "M"
              ],
              "image_url": "https://i.factcool.com/catalog/products/70/35/aa/70-35-aa84494019aacdea-d871-46e2-adb5-9d68a2442e61-1092001-7.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/70/35/aa/70-35-aa84494019aacdea-d871-46e2-adb5-9d68a2442e61-1092001-7.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1639935"
          }
      ],
      "personalized": []
  }
  

Category listing page Recommendations

• recommendations with id serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/clp/3?session_id=123&serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "bestsellers": [
          "1516454",
          "1440110",
          "1685923",
          "1065481",
          "1958632",
          "1769882",
          "1769885",
          "1769875",
          "1440120",
          "1329083"
      ]
  }
  

• recommendations with expand serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/clp/3?session_id=123&serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "bestsellers": [
          {
              "id": "1516454",
              "title": "Ponožky Frogies Kama Sutra",
              "brand": "Frogies",
              "price": 4.49,
              "sale_price": null,
              "sizes": [
                  "35-38",
                  "39-42",
                  "43-46"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/4e/296-4e-2995339b20210928151125_9911111169511.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/4e/296-4e-2995339b20210928151125_9911111169511.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1516454"
          },
          {
              "id": "1440110",
              "title": "Dámske ponožky Lee Cooper 5 pack",
              "brand": "Lee Cooper",
              "price": 5.99,
              "sale_price": null,
              "sizes": [
                  "35-38",
                  "39-42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/df/416-df-41ef8be220210601083553_9911111142682_1.png",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/df/416-df-41ef8be220210601083553_9911111142682_1.png?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1440110"
          },
          {
              "id": "1685923",
              "title": "Ponožky Frogies Gingerbread",
              "brand": "Frogies",
              "price": 3.99,
              "sale_price": null,
              "sizes": [
                  "35-38",
                  "39-42",
                  "43-46"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/bf/696-bf-6957ea8520210920072517_9911111180356.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/bf/696-bf-6957ea8520210920072517_9911111180356.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1685923"
          },
          {
              "id": "1065481",
              "title": "Dámske plavky Trendyol  Basic",
              "brand": "Trendyol",
              "price": 22.04,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38",
                  "40",
                  "42",
                  "44"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/8f/c8/11-8f-c8631b961_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/8f/c8/11-8f-c8631b961_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1065481"
          },
          {
              "id": "1958632",
              "title": "Dámsky crop top Trendyol Collection",
              "brand": "Trendyol",
              "price": 19.79,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/36/37/11-36-37f4ae262_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/36/37/11-36-37f4ae262_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1958632"
          },
          {
              "id": "1769882",
              "title": "Dámske nohavičky Lee Cooper 3P",
              "brand": "Lee Cooper",
              "price": 8.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/7f/9a6-7f-9ad8aa2a20211202111838_9911111160884_0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/7f/9a6-7f-9ad8aa2a20211202111838_9911111160884_0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1769882"
          },
          {
              "id": "1769885",
              "title": "Dámske nohavičky Lee Cooper 3P",
              "brand": "Lee Cooper",
              "price": 8.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/cf/666-cf-66bb7f8f20220120154801_9911111161003_0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/cf/666-cf-66bb7f8f20220120154801_9911111161003_0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1769885"
          },
          {
              "id": "1769875",
              "title": "Dámske spodné prádlo Lee Cooper LCUWPHIPS0101",
              "brand": "Lee Cooper",
              "price": 3.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/f7/f36-f7-f3f8e21420220121065656_9911111160686.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/f7/f36-f7-f3f8e21420220121065656_9911111160686.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1769875"
          },
          {
              "id": "1440120",
              "title": "Dámske ponožky Lee Cooper 5 pairs",
              "brand": "Lee Cooper",
              "price": 8.99,
              "sale_price": null,
              "sizes": [
                  "35-38",
                  "39-42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/59/066-59-06c63d1020211210084711_9911111142729.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/59/066-59-06c63d1020211210084711_9911111142729.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1440120"
          },
          {
              "id": "1329083",
              "title": "Dámske šaty Trendyol Floral",
              "brand": "Trendyol",
              "price": 23.72,
              "sale_price": null,
              "sizes": [
                  "36",
                  "38",
                  "40",
                  "42"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/d1/1c/11-d1-1c5955b21_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/d1/1c/11-d1-1c5955b21_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1329083"
          }
      ]
  }
  

In Cart Recommendations

• recommendations with id serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/cart?cart=1923670&cart=1712908&session_id=123&serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "cart_bestsellers": [
          "1764217",
          "1764211",
          "1764215",
          "1764209",
          "1764213",
          "1787710",
          "1787706",
          "1787716",
          "1787704",
          "1764212"
      ]
  }
  

• recommendations with expand serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/cart?cart=1923670&cart=1712908&session_id=123&serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "cart_bestsellers": [
          {
              "id": "1458911",
              "title": "Dámska sukňa Fashionhunters RUE PARIS",
              "brand": "Fashionhunters",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/7a/ae/60-7a-ae291b13342818-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/7a/ae/60-7a-ae291b13342818-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1458911"
          },
          {
              "id": "1461888",
              "title": "Dámska sukňa Fashionhunters RUE PARIS",
              "brand": "Fashionhunters",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "L"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/f7/14/60-f7-141f3102349041-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/f7/14/60-f7-141f3102349041-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1461888"
          },
          {
              "id": "1458481",
              "title": "Dámska sukňa Fashionhunters RUE PARIS",
              "brand": "Fashionhunters",
              "price": 12.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/99/d5/60-99-d55d1991342820-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/99/d5/60-99-d55d1991342820-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1458481"
          },
          {
              "id": "2060784",
              "title": "Dámska sukňa Trendyol TWOAW23ET00203/BEIGE",
              "brand": "Trendyol",
              "price": 13.99,
              "sale_price": null,
              "sizes": [
                  "34"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/a4/84/11-a4-844301af2_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/a4/84/11-a4-844301af2_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=2060784"
          },
          {
              "id": "1464564",
              "title": "Dámska sukňa Fashionhunters RUE PARIS",
              "brand": "Fashionhunters",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "S"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/1b/c0/60-1b-c008d35c342817-1.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/1b/c0/60-1b-c008d35c342817-1.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1464564"
          },
          {
              "id": "1573305",
              "title": "Koton Skirt",
              "brand": "Koton",
              "price": 14.99,
              "sale_price": null,
              "sizes": [
                  "M",
                  "XL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/24/a9/11-24-a9deb1a11_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/24/a9/11-24-a9deb1a11_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1573305"
          },
          {
              "id": "1964677",
              "title": "Dámska sukňa Top Secret Patterned",
              "brand": "Top Secret",
              "price": 13.99,
              "sale_price": null,
              "sizes": [
                  "34",
                  "36",
                  "38"
              ],
              "image_url": "https://i.factcool.com/catalog/products/12/08/f6/12-08-f6a26060ssd1748ca_0.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/12/08/f6/12-08-f6a26060ssd1748ca_0.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1964677"
          },
          {
              "id": "1761503",
              "title": "Dámska sukňa Moodo Midi",
              "brand": "Moodo",
              "price": 7.49,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "M"
              ],
              "image_url": "https://i.factcool.com/catalog/products/60/2b/06/60-2b-06c407a617881.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/60/2b/06/60-2b-06c407a617881.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1761503"
          },
          {
              "id": "1336427",
              "title": "Dámska sukňa Trendyol Knitted",
              "brand": "Trendyol",
              "price": 10.99,
              "sale_price": null,
              "sizes": [
                  "XS",
                  "S",
                  "XXL"
              ],
              "image_url": "https://i.factcool.com/catalog/products/6/7b/936-7b-93b3123a20220120101408_TWOAW20ET0440_5_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/6/7b/936-7b-93b3123a20220120101408_TWOAW20ET0440_5_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1336427"
          },
          {
              "id": "1229028",
              "title": "Dámska sukňa Trendyol Mini",
              "brand": "Trendyol",
              "price": 11.99,
              "sale_price": null,
              "sizes": [
                  "S",
                  "M",
                  "L",
                  "XS",
                  "XL",
                  "XXS"
              ],
              "image_url": "https://i.factcool.com/catalog/products/11/a5/67/11-a5-6721ea042_org_zoom.jpg",
              "thumbnail_url": "https://i.factcool.com/catalog/products/11/a5/67/11-a5-6721ea042_org_zoom.jpg?impolicy=298x298",
              "link": "https://sk.factcool.com/product/product?product_id=1229028"
          }
      ]
  }
  

Outfit Recommendations (Proposal)

Responses contain list of outfit parts with following attributes

• class: predicted item class (e.g. dress or shoes)

• points: specification for point beacons on product images

  • image_url: reference image

  • image_size: [width, height] of reference image

  • pos: [x, y] relative coordinates of beacon point in reference image

• products: list of best matching products

Examples

• recommendations with id serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/outfit/2399906?serializer=id"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  [
      {
          "class": "top",
          "points": [
              {
                  "image_url": "https://i.factcool.com/cdn-cgi/image/cache2/catalog/products/11/0c/1c/11-0c-1c0380995_org_zoom.jpg",
                  "image_size": [
                      1200,
                      1800
                  ],
                  "pos": [
                      0.4192708432674408,
                      0.1875
                  ]
              }
          ],
          "products": [
              "2165188",
              "2335789",
              "1976019",
              "2397150",
              "2318889"
          ]
      },
      {
          "class": "jacket_coat",
          "points": [
              {
                  "image_url": "https://i.factcool.com/cdn-cgi/image/cache2/catalog/products/11/0c/1c/11-0c-1c0380995_org_zoom.jpg",
                  "image_size": [
                      1200,
                      1800
                  ],
                  "pos": [
                      0.2708333432674408,
                      0.1597222238779068
                  ]
              }
          ],
          "products": [
              "1807390",
              "2493427",
              "1276988",
              "2451683",
              "2041577"
          ]
      },
      {
          "class": "pants",
          "points": [
              {
                  "image_url": "https://i.factcool.com/cdn-cgi/image/cache2/catalog/products/11/0c/1c/11-0c-1c0380995_org_zoom.jpg",
                  "image_size": [
                      1200,
                      1800
                  ],
                  "pos": [
                      0.3671875,
                      0.3732638955116272
                  ]
              }
          ],
          "products": [
              "2399898",
              "2477181",
              "1745696",
              "2430154",
              "2482228"
          ]
      },
      {
          "class": "shoe",
          "points": [
              {
                  "image_url": "https://i.factcool.com/cdn-cgi/image/cache2/catalog/products/11/0c/1c/11-0c-1c0380995_org_zoom.jpg",
                  "image_size": [
                      1200,
                      1800
                  ],
                  "pos": [
                      0.5833333134651184,
                      0.8854166865348816
                  ]
              }
          ],
          "products": [
              "2480661",
              "2440379",
              "2512681",
              "2550290",
              "2455513"
          ]
      }
  ]
  

• recommendations with expand serializer

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/outfit/2399906?serializer=expand"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  [
      {
          "class": "top",
          "points": [
              {
                  "image_url": "https://i.factcool.com/cdn-cgi/image/cache2/catalog/products/11/0c/1c/11-0c-1c0380995_org_zoom.jpg",
                  "image_size": [
                      1200,
                      1800
                  ],
                  "pos": [
                      0.4192708432674408,
                      0.1875
                  ]
              }
          ],
          "products": [
              {
                  "id": "2165188",
                  "title": "T-shirt Eldar Active Lotta S-XL white 000",
                  "brand": "Eldar",
                  "price": 19.99,
                  "sale_price": null,
                  "sizes": [
                      "S",
                      "M",
                      "L",
                      "XL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/82/62/da/82-62-da799deb40839_1.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/82/62/da/82-62-da799deb40839_1.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2165188",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/82/b5/00/82-b5-005471be40839_5.jpg",
                      "https://i.factcool.com/catalog/products/82/0a/45/82-0a-45166ffb40839_6.jpg",
                      "https://i.factcool.com/catalog/products/82/e5/62/82-e5-62dd52ce40839_2.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/82/b5/00/82-b5-005471be40839_5.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/82/0a/45/82-0a-45166ffb40839_6.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/82/e5/62/82-e5-62dd52ce40839_2.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy oblečenie",
                          "Tričká",
                          "Tielka"
                      ]
                  ]
              },
              {
                  "id": "2335789",
                  "title": "Happiness İstanbul Women's White Cut Out Detailed Crop Knitted Blouse",
                  "brand": "Happiness İstanbul",
                  "price": 14.99,
                  "sale_price": null,
                  "sizes": [
                      "36"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/11/4b/88/11-4b-8877e07d2_org_zoom.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/11/4b/88/11-4b-8877e07d2_org_zoom.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2335789",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/11/59/96/11-59-966bbe143_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/c5/69/11-c5-6972735c4_org_zoom.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/11/59/96/11-59-966bbe143_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/c5/69/11-c5-6972735c4_org_zoom.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy oblečenie",
                          "Blúzky & Tuniky",
                          "Jednofarebné blúzky"
                      ]
                  ]
              },
              {
                  "id": "1976019",
                  "title": "Basic white ribbed top with round neckline",
                  "brand": "Fashionhunters",
                  "price": 11.99,
                  "sale_price": null,
                  "sizes": [
                      "S",
                      "M"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/60/5a/f0/60-5a-f09ca5a5387694-1.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/60/5a/f0/60-5a-f09ca5a5387694-1.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=1976019",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/60/9c/e4/60-9c-e432790a387694-3.jpg",
                      "https://i.factcool.com/catalog/products/60/45/dc/60-45-dceb5888387694-2.jpg",
                      "https://i.factcool.com/catalog/products/60/8b/1b/60-8b-1bd88e4c387694-4.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/60/9c/e4/60-9c-e432790a387694-3.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/45/dc/60-45-dceb5888387694-2.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/8b/1b/60-8b-1bd88e4c387694-4.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy oblečenie",
                          "Topy",
                          "Topy"
                      ]
                  ]
              },
              {
                  "id": "2397150",
                  "title": "White striped tank top from OCH BELLA",
                  "brand": "Fashionhunters",
                  "price": 14.99,
                  "sale_price": null,
                  "sizes": [
                      "L",
                      "XL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/60/9e/92/60-9e-929d23af400098-1.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/60/9e/92/60-9e-929d23af400098-1.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2397150",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/60/4c/d9/60-4c-d97b50bb400098-5.jpg",
                      "https://i.factcool.com/catalog/products/60/d8/6c/60-d8-6cc22972400098-4.jpg",
                      "https://i.factcool.com/catalog/products/60/3d/dc/60-3d-dccc2bfe400098-3.jpg",
                      "https://i.factcool.com/catalog/products/60/e9/7c/60-e9-7cfcb0f1400098-2.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/60/4c/d9/60-4c-d97b50bb400098-5.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/d8/6c/60-d8-6cc22972400098-4.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/3d/dc/60-3d-dccc2bfe400098-3.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/e9/7c/60-e9-7cfcb0f1400098-2.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy oblečenie",
                          "Tričká",
                          "Tielka"
                      ]
                  ]
              },
              {
                  "id": "2318889",
                  "title": "Happiness İstanbul Women's White Asymmetrical Collar Crop Knitted Blouse",
                  "brand": "Happiness İstanbul",
                  "price": 11.99,
                  "sale_price": null,
                  "sizes": [
                      "XL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/11/96/0b/11-96-0b8d4a6e2_org_zoom.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/11/96/0b/11-96-0b8d4a6e2_org_zoom.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2318889",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/11/95/6e/11-95-6ecc41ef3_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/04/04/11-04-04fca1f94_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/ad/90/11-ad-90ee655e5_org_zoom.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/11/95/6e/11-95-6ecc41ef3_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/04/04/11-04-04fca1f94_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/ad/90/11-ad-90ee655e5_org_zoom.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy oblečenie",
                          "Blúzky & Tuniky",
                          "Jednofarebné blúzky"
                      ]
                  ]
              }
          ]
      },
      {
          "class": "jacket_coat",
          "points": [
              {
                  "image_url": "https://i.factcool.com/cdn-cgi/image/cache2/catalog/products/11/0c/1c/11-0c-1c0380995_org_zoom.jpg",
                  "image_size": [
                      1200,
                      1800
                  ],
                  "pos": [
                      0.2708333432674408,
                      0.1597222238779068
                  ]
              }
          ],
          "products": [
              {
                  "id": "1807390",
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                      "https://i.factcool.com/catalog/products/11/cd/34/11-cd-346f8fa11_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/25/af/11-25-af9f555a1_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/9a/9a/11-9a-9a67c8a61_org_zoom.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy oblečenie",
                          "Rifle",
                          "Zvonové rifle"
                      ]
                  ]
              }
          ]
      },
      {
          "class": "shoe",
          "points": [
              {
                  "image_url": "https://i.factcool.com/cdn-cgi/image/cache2/catalog/products/11/0c/1c/11-0c-1c0380995_org_zoom.jpg",
                  "image_size": [
                      1200,
                      1800
                  ],
                  "pos": [
                      0.5833333134651184,
                      0.8854166865348816
                  ]
              }
          ],
          "products": [
              {
                  "id": "2480661",
                  "title": "Dámske členkové topánky Kesi",
                  "brand": "Kesi",
                  "price": 33.19,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40",
                      "41"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/60/3a/08/60-3a-0899a89a27618-1.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/60/3a/08/60-3a-0899a89a27618-1.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2480661",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/60/f2/7a/60-f2-7ad93cb627618-4.jpg",
                      "https://i.factcool.com/catalog/products/60/26/1e/60-26-1ea833e227618-7.jpg",
                      "https://i.factcool.com/catalog/products/60/c2/55/60-c2-55ca75d427618-8.jpg",
                      "https://i.factcool.com/catalog/products/60/57/64/60-57-64d796b827618-6.jpg",
                      "https://i.factcool.com/catalog/products/60/66/d9/60-66-d91d70ee27618-5.jpg",
                      "https://i.factcool.com/catalog/products/60/87/87/60-87-878e1d9c27618-3.jpg",
                      "https://i.factcool.com/catalog/products/60/55/b0/60-55-b07183cc27618-9.jpg",
                      "https://i.factcool.com/catalog/products/60/bb/a5/60-bb-a5ab706727618-2.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/60/f2/7a/60-f2-7ad93cb627618-4.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/26/1e/60-26-1ea833e227618-7.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/c2/55/60-c2-55ca75d427618-8.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/57/64/60-57-64d796b827618-6.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/66/d9/60-66-d91d70ee27618-5.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/87/87/60-87-878e1d9c27618-3.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/55/b0/60-55-b07183cc27618-9.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/bb/a5/60-bb-a5ab706727618-2.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy obuv",
                          "Členková obuv",
                          "Bez podpätku"
                      ]
                  ]
              },
              {
                  "id": "2440379",
                  "title": "Yaya by Hotiç Women's Tan Boots & Booties",
                  "brand": "Yaya by Hotiç",
                  "price": 72.99,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/11/d7/5f/11-d7-5fea548d2_org_zoom.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/11/d7/5f/11-d7-5fea548d2_org_zoom.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2440379",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/11/fd/e9/11-fd-e919c0c02_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/84/dd/11-84-ddff19f13_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/f7/4e/11-f7-4ea4b1cc3_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/be/3b/11-be-3b9c37cc4_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/d2/d7/11-d2-d710ec964_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/61/d7/11-61-d73a3f065_org_zoom.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/11/fd/e9/11-fd-e919c0c02_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/84/dd/11-84-ddff19f13_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/f7/4e/11-f7-4ea4b1cc3_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/be/3b/11-be-3b9c37cc4_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/d2/d7/11-d2-d710ec964_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/61/d7/11-61-d73a3f065_org_zoom.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy obuv",
                          "Členková obuv",
                          "Bez podpätku"
                      ],
                      [
                          "Ženy",
                          "Ženy obuv",
                          "Členková obuv",
                          "Na šnurovanie"
                      ]
                  ]
              },
              {
                  "id": "2512681",
                  "title": "Fox Shoes R294783002 Mink Suede Women's Shoe",
                  "brand": "Fox Shoes",
                  "price": 43.99,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/11/b1/eb/11-b1-ebe6933d1_org_zoom.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/11/b1/eb/11-b1-ebe6933d1_org_zoom.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2512681",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/11/25/80/11-25-805450461_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/c4/f8/11-c4-f8d451981_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/58/54/11-58-542f78271_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/5e/e0/11-5e-e00039bd1_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/13/04/11-13-04d1dbdf1_org_zoom.jpg",
                      "https://i.factcool.com/catalog/products/11/02/81/11-02-815ea3ed1_org_zoom.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/11/25/80/11-25-805450461_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/c4/f8/11-c4-f8d451981_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/58/54/11-58-542f78271_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/5e/e0/11-5e-e00039bd1_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/13/04/11-13-04d1dbdf1_org_zoom.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/11/02/81/11-02-815ea3ed1_org_zoom.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy obuv",
                          "Členková obuv",
                          "Na šnurovanie"
                      ]
                  ]
              },
              {
                  "id": "2550290",
                  "title": "Dámske zimné topánky Kesi",
                  "brand": "Kesi",
                  "price": 45.19,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40",
                      "41"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/60/fa/fb/60-fa-fbcd635e28724-1.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/60/fa/fb/60-fa-fbcd635e28724-1.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2550290",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/60/07/70/60-07-709ff4e328724-9.jpg",
                      "https://i.factcool.com/catalog/products/60/29/a2/60-29-a255e93928724-10.jpg",
                      "https://i.factcool.com/catalog/products/60/df/d1/60-df-d1da37ad28724-12.jpg",
                      "https://i.factcool.com/catalog/products/60/2a/0c/60-2a-0c48e07e28724-7.jpg",
                      "https://i.factcool.com/catalog/products/60/cf/56/60-cf-56f0e30428724-5.jpg",
                      "https://i.factcool.com/catalog/products/60/60/e1/60-60-e13f79d328724-6.jpg",
                      "https://i.factcool.com/catalog/products/60/f2/57/60-f2-570265dd28724-2.jpg",
                      "https://i.factcool.com/catalog/products/60/10/0e/60-10-0ef319e728724-8.jpg",
                      "https://i.factcool.com/catalog/products/60/79/69/60-79-6969cba228724-11.jpg",
                      "https://i.factcool.com/catalog/products/60/85/ae/60-85-aea40dcf28724-3.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/60/07/70/60-07-709ff4e328724-9.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/29/a2/60-29-a255e93928724-10.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/df/d1/60-df-d1da37ad28724-12.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/2a/0c/60-2a-0c48e07e28724-7.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/cf/56/60-cf-56f0e30428724-5.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/60/e1/60-60-e13f79d328724-6.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/f2/57/60-f2-570265dd28724-2.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/10/0e/60-10-0ef319e728724-8.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/79/69/60-79-6969cba228724-11.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/85/ae/60-85-aea40dcf28724-3.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy obuv",
                          "Zimná obuv",
                          "Snehule"
                      ]
                  ]
              },
              {
                  "id": "2455513",
                  "title": "Women's lace-up work boots dark beige Marlissa",
                  "brand": "Kesi",
                  "price": 30.29,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40",
                      "41"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/60/84/e4/60-84-e4a0101227204-1.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/60/84/e4/60-84-e4a0101227204-1.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2455513",
                  "additional_images": [
                      "https://i.factcool.com/catalog/products/60/e0/46/60-e0-46292fe427204-8.jpg",
                      "https://i.factcool.com/catalog/products/60/5b/a0/60-5b-a0aa501527204-5.jpg",
                      "https://i.factcool.com/catalog/products/60/3a/73/60-3a-731ebc4427204-9.jpg",
                      "https://i.factcool.com/catalog/products/60/c7/b4/60-c7-b4dd7acf27204-7.jpg",
                      "https://i.factcool.com/catalog/products/60/12/46/60-12-4622559b27204-6.jpg",
                      "https://i.factcool.com/catalog/products/60/5a/93/60-5a-9384834b27204-10.jpg",
                      "https://i.factcool.com/catalog/products/60/88/01/60-88-01b984de27204-3.jpg",
                      "https://i.factcool.com/catalog/products/60/11/73/60-11-734727b027204-4.jpg",
                      "https://i.factcool.com/catalog/products/60/56/37/60-56-37f92eec27204-2.jpg"
                  ],
                  "additional_thumbnails": [
                      "https://i.factcool.com/catalog/products/60/e0/46/60-e0-46292fe427204-8.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/5b/a0/60-5b-a0aa501527204-5.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/3a/73/60-3a-731ebc4427204-9.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/c7/b4/60-c7-b4dd7acf27204-7.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/12/46/60-12-4622559b27204-6.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/5a/93/60-5a-9384834b27204-10.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/88/01/60-88-01b984de27204-3.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/11/73/60-11-734727b027204-4.jpg?impolicy=298x298",
                      "https://i.factcool.com/catalog/products/60/56/37/60-56-37f92eec27204-2.jpg?impolicy=298x298"
                  ],
                  "extra": null,
                  "categories": [
                      [
                          "Ženy",
                          "Ženy obuv",
                          "Členková obuv",
                          "Workery / Trappers"
                      ]
                  ]
              }
          ]
      }
  ]
  

• recommendations for product without outfit

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/recommender/outfit/1444897"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  []
  

Street2shop Endpoints

Image search responses consist of list of detected products with following attributes

• class: predicted item product class (e.g. dress or shoes)

• bbox: predicted product position as a bounding box rectangle (x, y, w, h)

• products: list of best matching products (max n_results)

You can eiter query with image url or base64 encoded image file.

• image url query example

  curl -X POST "https://api.instyle.ai/recommendation-api/street2shop/url"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY" -d '{"url": "https://static.instyle.ai/test_images/0.jpg", "n_results": 5}'
  

  Response

  [
      {
          "class": "dress",
          "bbox": [
              0.3385416567325592,
              0.1684027761220932,
              0.4140625,
              0.4878472089767456
          ],
          "products": [
              {
                  "id": "951176",
                  "title": "Dámske šaty Made Of Emotion Basic",
                  "brand": "Made Of Emotion",
                  "price": 54.99,
                  "sale_price": null,
                  "sizes": [
                      "L",
                      "M",
                      "S",
                      "XL",
                      "XXL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/14/fd/41/14-fd-41m422_lightblue_1b.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/14/fd/41/14-fd-41m422_lightblue_1b.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=951176"
              },
              {
                  "id": "965951",
                  "title": "Dámske šaty Stylove S113",
                  "brand": "Stylove",
                  "price": 50.99,
                  "sale_price": null,
                  "sizes": [
                      "L",
                      "M",
                      "S",
                      "XL",
                      "XXL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/14/7e/69/14-7e-69s113_ecru_1b.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/14/7e/69/14-7e-69s113_ecru_1b.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=965951"
              },
              {
                  "id": "951177",
                  "title": "Dámske šaty Made Of Emotion Basic",
                  "brand": "Made Of Emotion",
                  "price": 54.99,
                  "sale_price": null,
                  "sizes": [
                      "L",
                      "M",
                      "S",
                      "XL",
                      "XXL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/14/42/50/14-42-50m422_ecru_1b.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/14/42/50/14-42-50m422_ecru_1b.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=951177"
              },
              {
                  "id": "1032965",
                  "title": "Dámske šaty BeWear B070",
                  "brand": "BeWear",
                  "price": 56.99,
                  "sale_price": null,
                  "sizes": [
                      "L",
                      "M",
                      "S",
                      "XL",
                      "XXL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/14/c4/d9/14-c4-d9b070_ecru_1b.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/14/c4/d9/14-c4-d9b070_ecru_1b.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=1032965"
              },
              {
                  "id": "1929994",
                  "title": null,
                  "brand": "Moodo",
                  "price": 36.99,
                  "sale_price": null,
                  "sizes": [
                      "M",
                      "L",
                      "XL"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/60/1b/97/60-1b-970291f419621.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/60/1b/97/60-1b-970291f419621.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=1929994"
              }
          ]
      },
      {
          "class": "shoe",
          "bbox": [
              0.3255208432674408,
              0.8802083134651184,
              0.2578125,
              0.1111111119389534
          ],
          "products": [
              {
                  "id": "1474989",
                  "title": "Trendyol Silver Star Women's Sneaker",
                  "brand": "Trendyol",
                  "price": 15.99,
                  "sale_price": null,
                  "sizes": [
                      "37"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/11/a6/0c/11-a6-0c464de71_org_zoom.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/11/a6/0c/11-a6-0c464de71_org_zoom.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=1474989"
              },
              {
                  "id": "1616623",
                  "title": null,
                  "brand": "BIG STAR SHOES",
                  "price": 26.99,
                  "sale_price": null,
                  "sizes": [
                      "38",
                      "39",
                      "40",
                      "36",
                      "37"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/60/43/b7/60-43-b738218614908-8.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/60/43/b7/60-43-b738218614908-8.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=1616623"
              },
              {
                  "id": "1901441",
                  "title": "Waldläufer Vivien",
                  "brand": "Waldläufer",
                  "price": 213.99,
                  "sale_price": null,
                  "sizes": [
                      "7.0 UK"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/76/d2/04/76-d2-04af58acwaldl_ufer-763012151267-vivien-1.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/76/d2/04/76-d2-04af58acwaldl_ufer-763012151267-vivien-1.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=1901441"
              },
              {
                  "id": "1934918",
                  "title": "Dámske tenisky Hummel Sydney",
                  "brand": "Hummel",
                  "price": 42.99,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40",
                      "41",
                      "42",
                      "43-46",
                      "44",
                      "45"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/11/f6/b1/11-f6-b15888063_org_zoom.jpg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/11/f6/b1/11-f6-b15888063_org_zoom.jpg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=1934918"
              },
              {
                  "id": "2047271",
                  "title": "Calvin Klein Jeans White Women's Leather Sneakers - Women",
                  "brand": "Calvin Klein",
                  "price": 165.99,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40",
                      "41"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/70/3e/c9/70-3e-c95f672048e1dc9522ed4d162529e7b169a05375-dp-3423952-0.jpeg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/70/3e/c9/70-3e-c95f672048e1dc9522ed4d162529e7b169a05375-dp-3423952-0.jpeg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2047271"
              }
          ]
      }
  ]
  

• image file query example

  curl -X POST "https://api.instyle.ai/recommendation-api/street2shop/image"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY" -d '{"image": "/9j/4AAQSkZJRgABAQEAYABgAAD//gA7Q1JFQVRPUjogZ2QtanBlZyB2MS4wICh1c2luZyBJSkcgSlBFRyB2NjIpLCBxdWFsaXR5ID0gOTAK/9sAQwADAgIDAgIDAwMDBAMDBAUIBQUEBAUKBwcGCAwKDAwLCgsLDQ4SEA0OEQ4LCxAWEBETFBUVFQwPFxgWFBgSFBUU/9sAQwEDBAQFBAUJBQUJFA0LDRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU/8AAEQgFeAOmAwERAAIRAQMRAf/EAB8AAAEFAQEBAQEBAAAAAAAAAAABAgMEBQYHCAkKC//EALUQAAIBAwMCBAMFBQQEAAABfQECAwAEEQUSITFBBhNRYQcicRQygZGhCCNCscEVUtHwJDNicoIJChYXGBkaJSYnKCkqNDU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6g4SFhoeIiYqSk5SVlpeYmZqio6Slpqeoqaqys7S1tre4ubrCw8TFxsfIycrS09TV1tfY2drh4uPk5ebn6Onq8fLz9PX29/j5+v/EAB8BAAMBAQEBAQEBAQEAAAAAAAABAgMEBQYHCAkKC//EALURAAIBAgQEAwQHBQQEAAECdwABAgMRBAUhMQYSQVEHYXETIjKBCBRCkaGxwQkjM1LwFWJy0QoWJDThJfEXGBkaJicoKSo1Njc4OTpDREVGR0hJSlNUVVZXWFlaY2RlZmdoaWpzdHV2d3h5eoKDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uLj5OXm5+jp6vLz9PX29/j5+v/aAAwDAQACEQMRAD8A/VIUAFABQAUAHFABQAUAFABmgAoAKACgAoAKACgAoAKADtQAUAFABQAUAFABQAUAFABkUAFABQAUAGaAA0ABoAOtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB2oADQBG8uFyMY65NAHIeLvidpXhFo47q4j8+QblhU5crnG7HGBn3+mawqVo09zaFKVTYi0X4q6VqKoZY5rWNiAtwRvhJ9Cw+6fZsVnHEwe+hcsPOJ2yOsihlIYHoRzXUnc5h1MAoAKACgAoAKACgANABQAUAFABQAUAFABQAUAFABQAGgAoAO1ABQAUAFAB1oAKACgAoAKACgAoAKADrQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB1oAKACgAoABQAUAFABQAZoAKACgAoAM80AGaACgA7UAFABQAZoAKADNABQAUABoAKACgAoAKACgBM0AL2oAKAD3oAKACgAoAOtAAKACgAoADQAUAGaACgAoABQAUAFAB1oAKAA0AFABQAA0AFABQAdaACgAoAKACgAoAKACgAoAjkOBnnA7UAYHiHVorLTpppJUWJULEs21W44Gc9zWFSooptm0IOTSPFPAWoaMPGGq634l1WB5ZJQbZQHcZPALHbj5RhR2HJ715lKrTc26kj0alOoopU0exy6ZoXii1N3YTW8rsMfaLYqwfvtfH3h7H17V3yhTqq8WcMZ1KbtIzdF1C68L3rWV1mSwODHJ18v2+g/PpWMJyovllsbzgqq5o7ncwyrNGrodysMgjvXoJpq6OBq25IDmjcQUwCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADpQAdaACgAoAKACgAFAB0oAKADtQAUAFAB70AFAAKACgAoAKACgAoAKACgA70AFABQAUAFABQAUAAoAKAA0AFABQAUAFABQAUAFABQAUAFAAaACgA7UAFABQAUAFAB3oAKACgA7UAFAB1oAKACgAoAOnagA/CgAoAKACgAoAKACgAzigAoAKACgAFABQAUABoABQAUABoAKADOaACgAoAKACgAoAKACgAoAKACgAoAKADNABn3oArTXqJJ5akM45Iz0+tJsaRwfjfx8ul6TfXEdwqpGpEIU/6xsdS3RV/U9a4ateydmddKjzNXPma+ttZ8f6uLnU9XafadzJuGIh6AH5FA6YwTx27eFUnKo9We3TjCmtEaCx6fojhIbtpZ1b5w7GQqPoScA89P0rmcoo3XM+h2ng/VX02cXkVpeAFv3kqO4Tn+8AMd+hB61rTquDvEzqU1JWkemweNLG/kjiuFMTEgKyFWEvsV6jr6d69KOJU9JHnyoOLujpNL1i1tVMMc4e3B+8D09vrXRTrK/LfQ5qlJyXNbU6WGTzEDAEAjivUWx570JKoQfhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAe9ABQAUAFABQAUAFABmgAoAKACgBKAFoAKACgAoAKACgAoAKACgAoAKACgAoABQAUAFABQAUAFABQAZoAM0AFABQAAUAFABQAUAFABQAUAHagA60AHrQAZoAO1ABQAUAJQAtABQAlAC0AJQAdqACgBaADFABQAUAFACUALQAAUAHegBKACgBRQAlAC9aACgA/lQAlAC0AFABQAUAFABQAUAFABQAUAFABQAUAFACA0AVbq4FvudmwqjOB6UAc/rvixbHRLy5ZCrwwSTKAcltq5x/+qspz5YtmkYNtI+Ydc/aa8Ua9NcwxabZ6VbwxbXjBMzbzj5g3GOWxjB6HvXzlfMZ8zilY92jgIpKTdzjLfxLr3xDuzeXsoSCAyLDFCuFXDgEgc4OFA99x9K82WInUd+h3KjGBr+IYJvDeixw2yZ1V1A+VSd0h6tgfQ/lUznyrTcuEOd+Rx8/iy98CWuy8vFOoth/KiBLIx5GcDqew69T0rj9s4ux0+zuaGj/ABCu5bppruRrdCMTRtuRSvXnp/M96tVXuDgloa0nxQgmvDDZyneeBIWPI9QCff2qvb9jP2N9Wdt4b1PWtNa2vA7yW5IkXPzJnHtxmvQoyl1OSpCOyPonwT40TWv9BukNrqKIHEUnHmJ2ZfUV9Hhqzl7ktzwMRR5HzR2OvBr0DiCgBaACgAoASgBaAAUAFACGgBaACgAoAKACgAoAKACgAoAKACgBD+FAC0AFABQAUAJQAtACUALQACgAoADQAUAJQAUALQAUAFABQAUAFABQAUAFABQAUAFABQAnQUALQAUAAoASgBaACgAoAKAEoAXtQAlAC0AFABQAUAFABQAdaACgAoAKACgAoAKADtQAc0AFAB6UAHNACUALQAUAHNAB+FABmgAoAKACgAoAKADmgAoAO1ABQAUAFAAaACgAoAKACgAoAKACgAoAQnANAFSaYx/MBuxzwe1JuxSVypdarYras80yRLjBMjbfw5rJ1IpXbK5JdjzPxx8SvCVn4a1Oy1W+iNusDxsgYcjGDjGe3PsTxzXLOtTcXFs6YU5qSkkfF2m+INNYz24kAhe6l+83zAiPcoJ/H9K+NrX5z6mnblO4+HWu2NlpURGSqgytjnezMxXj1+Y8D2rNT5S3Hm2PSUurG1sLjU7lFN5FG3zN84j9QB0LdFFa8yd31J5WtOh4Yug3Ov6tNqN3EY2ZncAnf5e7g5J6sFOS3qyjp08+2tzqb0sZM0zSPdLPAWgkuMeU4Odn3QOOn3f0rRNEO+5yNh4P1/TNamu4TfX9sJD5csWMrGRxkbl55HXPTpyK6I2sK7ue2fCb463Wj3S6ZrOnPFejhcL5czoOvyDhiB1C5OOorqpzcNTCpT9poz3G98WWeu2dlqOl3u9rdswSx4/df7JI6f7rY+ld6rNpNM4fY6tNHsfgbxva+LrEbW8u+iA863fAYH1HPKn1FfQ4euq0fM8GvQlRlZ7HU5NdZyi0AFABzQAUAGaACgAoAKACgAoAKAEoAXNABQAUAFAAc0AFABQAUAFAAaADvQAZoAKACgAoAKACgAoAKADmgAoAKAE7UAFAC0AFACZoAWgA5oAKACgAoAPxoAM0AFABQAUAFABQAUAFABQAUAFAAKADmgA7UAFABQAUABoAKACgAoAKACgAoAKACgAoAKADmgBKAFoAKACgAFABQAUAFABigAoAKADvQAUAFACZoAWgA60AFABQAfhQAUAFABQAUAFABQAUAFADWcIMk4FJuwHHeK/ifo/heKU3E6u0aksinp9T2+nX2rz6uNp0zsp4ac/I+ePGP7T15qV1LDpcos9PCFixALYGSSCR6D9RXiVswqTdo6I9ang4QV5HzX40/aV1bXHnS2uJiTny5Y5iDOnO4AnnI68HsRntXLecneTOlRilojw/W/iRrFxPdh7iabzCZItwzuDLtdWOOuQDu989RXQrEOMuhj6L4wu5I9Ks3Z8M8rE5+bAAXB9flGPrXPOCd2bQbVkex6F8Q5LWGMRvG8zSBY1UALkcFvTAJJH09jXm1I6ndB2R7P4L8YprhitGn3Qr1C5JZskFj7k5AHopPfNZ2cFqVKSex6pJptndaMI7NI443zhgM5A5J+g5PuST0xXUoxcdDncnzanlviHQPs97DHHCzWytuckYCIg7nrnGT7d645Llep0J82xw83jO98N+IiiSPFhVd1J6tgZUj1Ax/wDXrSMmlcnkUmesaBf6D8SrZbbVNPs7q4jcMu9hHOrA5zG4H3hjPbHat6c1MynGVProa0/hp9GkmmsdRuSY1JknQAXUA7GaPG2ZP9vGfXPUbJWejJ5ubdf15M5yL4g6p4N8QWpnuF066Zh9mv7fPkXPsQMgE+nGeg5rSnVnTlzRdmVOlCpC01dH1r8Kfi1YfEfSxiSOHUolAmhB4Y/3l56GvqcNi4149mfK4nCyoS8jv1cYHOa77nEPpgFABQAd6ACgAoAKACgAoAKACgAoAKACgAoAKACgBKACgAoAX9KACgBKAFoAKACgAoAKACgAoAKAEoAWgAoAKACgAoAKAEoAU0AHSgAoAKACgAoAKAEoAWgA7UAFACUALQAUAFABmgBKAFoASgBaACgAoAKACgAoAKAA8UAJQAtABigAoAO1ACUALigAoAKADHvQAUAFABQAlAC/jQAnagBaAExQAtACUALQAYoAKACgAoAKACgANABQAYoAKACgAoAO9ADXcRoWY4A5JpN21GlfQ8m+JvxYs/D63MKzY8lcylW5BxwgPbjJY9QOBzXhYrF7xi/67HrYbDX95nx58TviRda/dxWryL5c0o3Lj5doYZX6E8e+BXz8pubue1GCjY828Q3bJpGryNuLfZHyRkkAW7SEDnr8rD8Kzh70zSTtA+bv+EoOnXX2eN5XsSd0SyqpQnJAKsuCpxz0PoQcmvTSVjlbfQr6r4gaytGuXIurdgeXUHacce/p19Dkc0kuZ2G20rmP4c1tJDBcq+7CsEycbdxBoqRs3EUJXSZ1ei69cX+pJbwOXKjbkHB25/qTz9fauZw6s25uiPbfAni1NJfZGyeWmPOmLfeO3Plr+YJPOAPpniqJt3Z0RaSPobwz46XyVM8jGSQgsCTtjA/h9uevuPY1lGfLqyuW+h2uoi2u9IkuLhVhVgWYEZOz0+rEAfTI71o/fV2Tfk0Pj7XtebxB4qvtUXJjIIDA/KyAjbj36nPp+NVblVmVHudR4HubnTb/AE7U5tQW2jnISQJ8zkomSwT0zlT6H6VlZ3sjZtW1PpLw740bXra1eF7aMrwt1IjNKvTAbBGM579enWuuE5T9TinTUPQzvGHhqG4tLoXttFLpzY8yBAdsZP8AGmR8qn0zwemKbi92VCp0RwXgnxTqXw48bxRpIWsZHCiY/MxzyC2fXv07+ta0p8kroVWCqRsfT+n/ABUmIjihnW3vGXeluThpV55VT94e65xg+hr2YV5x2Z406MZatHoXhP4nWGu3UVjO32W+cfKrn5ZD6D39q9SliFN8r0Z51Wg4K62O4HSuw5BetACUAKKACgBKAFoAKADpQAmKAF7UAFABQAUAGKACgAoASgAoAWgA70AJQAtABigAoAKACgAoAKACgBKACgA7UAFAC0AJQAGgBaACgAoAKACgAoASgBaAEoAWgAoAKAEoAXvQAUAFABQAlAC0AHagAoAKACgANABQAUAFABQAUAFABQAUAFACUAH40ALQAUAFABQAUAFABmgAoADigAoATtQAtABQAUAJQApoAKACgAoAKACgAoASgAoAX+dABQAUAcX8VvGH/CHeFLu8UBpxGTGp6FsgDP4kV5+Nrexpux3YSl7WpY+CviZ42ll+zkyM8bfvp3PVh5oQsx9zubn0r41ycz6hx5NDyXX9eXaL+RyWVRHIV/gkW6OSf+Auh+hHrVRJkd94bhh122Yyld5VY38z7qyK2V3f7BBwf9l2rCL5Z6mrXNE+a/FPw+n8G+Lr7TJIZZdMeTz9PnYAPs5+R+xIwVI67lPQV6F1ONznScWcL8XvE+nwaTDp1nbfZgow4x8rnuV9M88ZIrowkJSlrqY4iatpocF4e1UQaaEU7SAMc+qjH611VYXncwhL3bHWaJrP9k2KRo2Lq65Yk9I+w988n8B68c0o3LTsej+FfFUlvLGqFklH3XX5sEn72McsT0468jtjz6kbnXGR7h4R11bQoHxJcLgm1GSkA6Dd2Lei544FcU0dUXod5rMniXxzo0mnQJNYaaSBPKeZHGORkcA+wPA644FNXpq73K5Od2Z5v4g8PvpirBawbIixjQbf9Y6gZ5PZeMn6jvRGV9WaSjYoWs12bE+QcWtsnli5dTiRsZY++SSfr9M1r8OnUya5vQ9u+E2qDQ7SzkuQ1xA8Y80SIOFYntnpz09D+FZ0ZJVJPoXUjeCR7bPY2qqhhcS2Uy4Clt2FPBXPp93/AMdPrXrcq3Wx5bbR87fEC1l0zVry0ncrc2EnyTgf62E/MjEevQf8Cwelcslyto7YvmSZ9CfCbU9O+INpY+EfEsMc4nt3k0+5x84dAC6kjG4YKsD1HIr3MNKFZKlP5M8XEKdGTqQ26oqeNPAeu/DPUFkNxLe6JvzFcyMTNbP/AAjf/GuehOCO46EurSlQfkOnUhWWm59J/DPxWfGXgzTdSkI+0SR7JuMZdTtYj2JGfxr2aNT2kFI8atT9nUcTqu1bmAd6ACgAoAKACgAoAOtAB0oAKACgAoAKAEoAWgBOlABQAUALQAUAJQAtABQAn5UALQACgAoADQAUAJQAUALmgBKAFoASgBaAEoAKAFoAKACgAzQAUAFACUALQAUAFABQAlAC0AFACUAGaAFoABQAUAFABQAZoAKACgAoADQAUAFAB0oAKADtQAUAFABQAUAHFACUALQAUAFABxQAlABQAtAB3oAKACgAoAKADpQAUAFABQAUAFABQAlAC0AFABQB86/ta68LPQzas5UKIZAF6n5mz/KvnM3fu2Pdyxe9c+JPEFwt/rs9m/zwSWaYHPzBfvDj2zXzSbjFNHvyV5NHFw2sd1PeaRfyPGJYtk0jDJXPEdwAPvK3y59CmDwAa3T0vExt0ZN4Z1/WfBbvYajAzMMKHVt6SIOQwYdVPXJ6ZOeDmnKKnqgTcNz0iLxJo3ii1BuYIpZ43/1NwpLMP7yHHJHcde+Dyax1jubJ9j5k/aJ8PwavJNcWOkwxMCfMktsKDj+IgKD0HU9/qK9PCz5ZXucOIjzLY+ddKu1s7+O1uEIJKA47e/P4V7VSPNHnR5kXrZnaW0Uc86tHMVYYCkrkKPQA15/TU6VueieE7h4UCW0kk9weDMow3TB+YkAfXr26cVw1HrdnZBXWh9MfBrT9CsI1vNVuFfyxkjzMJF6ky4znp93HXGTXmSbctEehFKKPomHx34ZuNIxBLFb2QXarqwTcPRc9K0TUtBaxdzzDxpY2viaQrZotvbbRCzhCm6MZxGq/eCdSc4LEc96NFsVe+5lXPgdtRuF0+2tjFZ2iiSUg/dHOFbHT12g9ByOKzneCbYR9926HT6So0i8tI2QLHiUncOCqlAAR/wACH5Gow8Wo3Y6z96yOh0zxSfDHiu78N3Evn20nzWrM24bCMqv1GSvPbHpXrxvB2ex50kqiuuhmfFDTo9abS9SXHntCLe4XH303EqcexU8f7opVY81pDoy5bxJ/BOqarF4h05dKtJBqNgZHiMMZmmQMm04jUHt6+taYeU+dOJNeMHB8z3PR9Q0Hxv4ytZI7zTtXuCRky3qJAM4xgbgHI9hgV6klVqaNNnnw9lTd4tH0N8JvC0/g3wNp2lXbb7uFWaX0VmYsQD7E162Hg6dNRZ5GImqlRyR2VdJzCUALQAUAFABQAd6ACgAoASgBaACgAoAOtABQAd6AEoABQAtABQAlAC0AFABQAUAFABQAUAFACUAKaADFABQAUAFACGgBaACgAoAKACgAoAKADrQAlAC0AFABQAUAHegAoAOtABQAgoAU0AAoAKACgAoAKACgAoADQAGgAzQAUAFABQAUAFABQAUAFABmgAoAKACgAoAOtABQAUAFABQAUAFABQAUAFAB3oAKACgA4oAO1ABQAZoAKACgBGOBnqaAPhP9qT4gQeI/ibquiwTIRp8EUUmH4LHcccegP/jwr5nMf3kmkfQYD3I3Pl/xfqE9rb6Xq8Kkz2z+TKE5IGT19c88eoX6HwqSvenI9mq9potaLqnh74jWcFvcXDWV7GS1te2zbZ4PXZ/fXPJU/l6xyTovyEpwqaPcztVg8V+DIpbfFl4u0Pkp5K4kh5zlV4KH1A49NuTW6nCfkyXGUdtUefal4hs7i4P2GefTLnkm3nUDy8d8suQB67z9a15G13MeZJ66FDU9Z1fVrTyXtkv4ZRs+2MpR5sjoFA5z26E49TgVCHK7rQcm5Hzp8SbJdJ19Gj328gbDQM2XjIP97of59j6n6bC+9Bo8PE+40zU0m6lmgSZG38A7iP8AGvPnBRdmdcXzao7vRtbj0+FZL25aQ4ysWcDH+HufwrjdPmfuo6VPlWrNaP4lXWs3Yt7edkij58uA8njIwO2AM8+596UqChG7KjV53ZHq3w+16We9tpL2eW6bj7PbbyQST1I9OevXJ6jrXHNJHVBtu59V/D7S5dcaCWVxEXId5MAEnoNox0GOOgHHHauDnXNZHZy6XPUPEkOl+FfDuNiwohAWLvJIegwfvMTz9ee3HRKKlEwUrS0POdS0yZZIzIypL5bkrglQ5aMKufbeo/Ok4cisgUuZ3ZxnxgR9N8Safq0LElBHMcHjaCoYH8ACP0712vVI546M6HVdWN34fspDGs8kjy7UZuqBhgkLyRwemBxyRVLWKuZt8snY92/ZN+HTafPd+K5US1iuENta26IFUrnLuMds8DGe+Sete1gKXLeoeRja3MuQ+mdo9OK9o8gUDFACmgAoAOKACgAoAKACgAoAKACgAoAKACgAoAKACgAzQAUAHSgAoAKACgAoAKACgAoAKACgAoAKACgAzQAUAFABxQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAdqAA+9AB2oAKAEoAWgAoAKACgAoAKACgAoAKACgAoAKACgAzQAUAFABQAUAFABmgAoABzQAUAFABQAUAFABQAUABoAO9ABQAUABoAOlABQAUAFABQAyRsKTxwO9AH5MfEt7rR/jr47muhNIFvJY36Y2qzdPxK/lXzNaLcpep9FRdoJnJXGsxyb1YNLDMvy7OfMX2B+8QPcMMfWvNqUtbo9CFTozmLrwVZatNLdaPOouZDueAsYmdvXacc59Nwz6VlzyWpThFl2x8Ia5d4ju11OYpgBA/AHu2P5Uc0SlBneeH/gte3ytILeDTocZe+vi0jhe+1M4/HePpT9oorRFcnd2KHxEuvDnw78PXP8AZLHU9VliMbapcNnYDwwjxwAckYXHfJNZpyqS1ZUkoRdkfC3xBSW81m4uWj3KpDZ6DBHA/LFfVYRqMUu58/iYuTv2KGjapPbWDR2yhmGMKw+7n1q6tOMp3kZ05tRshFub25kcXDKJT1ZnBwPpQ1CK90E2/iPevgP4GuLvwD498TRWyT2+n28KSMevzTIG2rjk4br6V4uKm5VI0/U9PDxUacpvyOy8KeLbDTdUTNrOZcgIACQxwP6HNeZOhOb3O+NaMeh9BeDvi/e3E2zSrMwbvm865wAqngEAZY8c8A9eo61z/VWneTL+scyskel6bqMv9oQTarI91fR5ZzL98DPyqidEBcqD1PBya3ja+vQzei06mprl9aabpUt7cSJFtZJ3eZuCMnbyf721eOvyjuatrnsJSUdDwX4veMIr/R7IJcrDMt4qxSS8l0O47cDnPHXnJGO9dNNN3JnaLRRX4h6LqIs7S51m50uCCIJ5M8bLGck/M2MZyR0+bgfjWqjpZGUopu7R9xfsz/FC0vPAlvYnxBoepz2bmNVtrrawjJyAcZOee6817OGrNRtKx4uJpJyurnv1nr8dxtDRkMR0Rt39Af0r0ozuec6bRqQzpOu5HDD2rRO5mSUwCgAzQAUAFABQAUAFABQAZoAKADNABQAUAFAB1oAKACgAoAKACgAoAKACgAoAKACgAoAPzoAKACgAoAKACgAoAOlABQAUAFABQAUAFABmgAoAKACgAoAKACgAoAKADrQAUAFAB0oABQAUAFABQAUAFABQAfSgAoAKACgAoAKACgAoAKACgAoAOaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAO9ABmgAoAKACgAoAOaACgAoAa67lx096APzf/bd+GV94P+JN54jihf8AszW13M8fPz4HmAD6gNg+v5+FiYOFRvoz28PNSp26o+OLfX5bGZrONJZI1OViYn5hntkEDB7HP6Vx8qZ1qTjsjXg1iO4kKx31vJJGfmF1BudeOcOAQwHrxWMqXVGqrLudt4c8YajpEYYarp0ECkEtFdMNo9wN38qydF72NlVjsmjW1v4t3V3bi1W7GrMQCsUURVR7kuu7+Wfas5UW9zWNRdNTiNT0S915Li81WVbifH7pSdyRsR2HsOfy9s5q0di5Xe55X4u8G2o0GWQIflV2JYfMQGAyT+H611U6slNHLOmuRs8zbwhIJWNtuOY85Q4PHUV6n1jTU4PZO+hnrayQLI1xbfaTGRtkUYfae/4VtzKWidjGzW6Pq34Gajb2fwY8RaUzzOmo2zO6kYL4kU5HPovHPUV4FZv26Z61OK9jYq+FtLY3Ec8phld1UiXB/ejAGRgYzjg8DB6mtJMmKPXfDk9l4H02W+Z1a8l4t4iAoXPWUhjweDjd3Geg55W5Sehq7R3Nq0+INnoenveahMsqrGHkiYcNg4Vc/wB0AhR65PUtgJU+Z2Q3PlV2cf8AE34jv4j8I2FvcSXFs+s3jTRfZgAEt0+QSP6Ayh8eoAwcEV2Qhyps5nO7SPPbaTVtO1Z7PVYY5oVZGEaj5XYY/eKTwMjkEdwR0HNLlaujZc0XZkXjXQzDq620Cs9p5Qmt8jIZG578qeen0qE+ZG5g6cs+n3Pnw5EsRwMH51+h6/hT1Cye6Pqb9mX9oe90nxHZ2ut6/qVtpisA5E5dRkgZKtnIxnv/ACruoV3GSUpaHBiMNGUXKMdT9K9LvYL6OK4heKaGaNXhuoT8siEZH86+iTufMtWNUZAGeaogUHPNAC/hQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAZoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADNABQAd6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAA9KACgAoAKACgBD1oA5zx94F0b4h+G7vRtctVurKdSOuHjbs6N1Vh2P+NZ1KcakbSNKdSVN3iflX+0V+zr4k+EnivymkhvNEdi9tfCMI8qf3WU8FhnnHHGenFfPzpOlLlZ70Kiqx5kz5bvtL1O5uzAxlljJJJZSfx4/xqbpFcpf0iyWzvooktme7YkAvIQEHTccHI/n0pO7DS56rpMEGlWwJVRLtJZ2P3SMZ+pGQCfXPXFclS+x107JXNm1l/taykm87ZCFMVsm7b8vVmx7nkn8OvTDlua36nnNzCuo+F9US3+d4S8YJPRSxzn9P/wBdN+7UVxL3qbscQkLxQpOsbL5Q/ept5U+4/Ot2+jMUiG40Jr9jc2iqEfG5FGQRxyPemqvKrMXs+bVHovhrUZNP0Ge1yLa6lCxJFgLkKchlBIz0GR1PYHrXMlzSuzdvljYt6X5wWVtokmtG/d3FqvADYBV1bBjx2JAXJOD3rq5Lo5uZ3sSD+1dY/fW12JpGcxMszrhG77juO3JAySM55FLlXUd29UztdA+E+p6xHDc+KkU4JKWbgESZBwAy8Ip4w556YyeDyutyNqOx0KldJy3MPxv8P/EHjDxbZwMrW+mWrIJlVNkVssZA2DBxgIoCgDdjk5JY1u68KcLdTNUJTndnWeLdIjS/0yOCNfNhRFaRgC/l7WDZ9OAp/EVy0paanRNa6HI+OBP/AMI1oN5vaK8ZndUbqEJLBWB68Mgx6D2yOil8ckth20RzMFwZphOmDnaTuOWXsVY9xn7rfQHmt7WGX9Ku4rO7LeaIRIDsbsD6HsP/AKwqJRfQcXrqfbH7E/7TDf2xa/DzX5v9BuWI0m6duYJh1t2P91gSU98juK9nBYjmSpy+R4OPwyi/aw+Z94QOWUg9QSK9g8MmoAOaACgA5zQAUAFAAaACgAoAKACgAoAKACgAxQAUAFABQAUAFABQAUAFAAaACgAoAKAD8qACgAoAKACgAoAKACgAoAKADFABQAUAFABzQAUAGKACgAoAMUAFABQAUAFABQAdqAD6UAHagAoAKACgAoAKACgA60AFABQAUAFABQAUAFABQAUAFABj3oAKACgAoAKACgAoAKACgAoAKACgAoAKACgA70AFABQAUAFABQAYoAKACgANADW29TQB84/tp+FzrnwunvrWB5rvR5BeMyrtxFhlbLY6ZYHv93PauHFw5oX7HdhpWlZn5ReKNfuTdSKJIxbE537MsRn1BOcAHn27V5yhHex6Lk+5T8J6JdWdrc3su57uR1FuOjHfkZ59SOPoaynJbmkI9GdB4k1A2072tswcKxi3dEAB2k5Pq24iuRxurs6OZXsinY+PrC2Waxjimu5goDTlQIwvACKuec/X044pezdh8+uiOQ0nx5a2HjG+sLklLG/XYZR8qI54GB6dj69a0qYdypqUd0Zwr8k3GWzJ53m0HUHt57UzwuMIMkFh6A9DnjHX+VYRtJG7vF2NbSBZzos1q8oBGThMsvPQj9M49ayloaRs9jutAsbS9heHUbVLq2bnaEDAH+9naCp+nP0rmk2nozoST0aPQvD1l4UsryBp9SSymQbY/tSPMyr/AHVbKkDr1J6mhVaq6EunTfU9M0fQPB+vzpPb+Jvsc5+/Np/lxtLn1IXcMHH8WOBxT9s9mrD5E1o2zttN+E+gaPF9ps49T1q5IIWXVLlxHk5yQOF5z02t/KnOpKatcmMIw2Vjm/F1u+l28tzezIzKMpESscaDsfXv3x2wo61x8rk9DoukjyPV7+HQvtmo31otsk4DGe9kIUAdML74GF9s8Y57YU3LQ55zS1PIfE3ixvFExuXRktBxayOeWU5+Yj1OM8cAYHavTjRVONkZRqXd2Z+l3JaZtqq0q5yvXeO+R6dc0WNrhOYkkVPuwTE+W2eVP90n2/qKPIVivpniSfSNQaFmMUwkUiRCVZCOVZccgg4P4VK913RElzLlkfsP+yv8bIvjb8NLXVJZE/tm1C22oxp/z2C8P9HXY/tuI7V9LQq+1gpdT5PEUvYzceh7QK6DmCgANABQAUAFABQAUAFABQAUAFABQAUAFABQAUAHWgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAFABQAUAFABQAUAFABQAUAFABQAUAFABmgAoAKACgA60AJQAtACUALigAoAKADpQAdKACgANABQAUAFABQAUAFABQAUAFABQAUAFABigAoAKACgAoAKACgAoAKACgAoAO9ABQAUABoAD0oAMUAFAB3oAKADvQAEUAZGsaVDrFte2dxEk8NxGYpYm6PGylWB9iCamSvoXF21Pyl/aT+Ct18G/Ft1FNoyy6VeMz2eqiPJMYP3WXkKwG3ofmwCMDp4c6Xs3Z7HuU6nOuZHken3gM0VzHDIkUPm3Ch1AzsRQhP1dh/48awlFbGqb3PMtcu20Sxt4pJC93KVDH+6rE/r0HsP0EudjVoo4u61KeC5aCJyjpO27B6np2+n610KCtqZuTbsVDLI1tLGyiZXPO5RjrmtDNo2NF8aXNjA1lqkP2uzibbGQxEkYP90nhvofzrnqYdTd4OzNadZxVpao7PRdX0XUZQLTWobe4ZQUW4PkE/7wPGe3BrhlSqR+KJ1Rq03s7HdaVKFkKXYeAgD/AEiDDge+Rzj6g1xSp32OtTSPTPCtzKLZWtLuTUY/S2aKRh77eD+YrklRtvobRrdI6nqnhLXfELyRxWFhqZPQGURRKPoSpA7day9nGPU0c5tbfid/retah4f0qS81a5ghkIw0ZnCp9GlYIvrwm6u2FBz1Rxzrwjo2fOPxA+OEOmXcr2c9lqNyT8k0ERZYjjHEjMNx9+AOgVutd0MIlujm+sOXws8S1fx7N4hvxd6lp4Egzsn80ybseu4H+o9hnNdSgo6IhJvVk11Gk9goWTG04/ejGQenTI/yK6LaGi0MbdJFKrqVRxyjqcjIGP1xWEo2N1LQZqWotHCCeYJMyD/Zfp/n2zU8vVD57GZeX4vhBOufNhGJMd1zwfzzz7j1ppEN31R9VfsB/HNvh38VrfS7hw2keIAlpPkdJVB8pvrklf8AgVdWFqeznyvZnBi6Ptocy3R+tNtcR3VvHNE4kjcbldTwQele6fObE2MigA6UAFABQAUABoAKADFABQAUAFABQAUAFABQAUAGKADFABQAUAFABQAGgAoAKACgAoAMUAFAB2oAKACgAoAMUAFABigAoAMUAFABQAYoAKACgAoAKADFABQAUAFABQAUAFABQAdqACgAoAKAEoAWgAoAOtABQAUAFABQAUAFABQAUAFABQAcUAFABQAUAFAB0oAKACgAoAKACgAoAKACgAoAO9ABQAUAFABQAUAHFABQAUABoAKAIpo9wJUDdjH4UAfF3/BSb4o2/hLwBb+GLVITrOvfu/OaPe0EKkfMvHDEtgHjGGPauPEtKNup24aMpPTY/PDS4Yk0fUbgXHnQi0EUbHIYgFSVTA49zXkzbbSPYila54r488QFb+Bo2YhSgYZG0gY7egrooU73uY1p2sR+S13qcsm3AkYNwPX/AOvVvRWBb3Oo8Q6emnaXa/ZxHuPzMMcgEAgg/jWMNzSpsc9LpzzWrTLy7qAvH3c//WrW5na6I08Nl9NknERJWNslucED/Clzaj5NCpF5sIEbvKITGQ6rIylCD1X8hxWiRDiPs7eS31ZGsdTuYpAwdf3rK30z0/WlJ2Ww4wTZ65puqalDpuJNe1NJY7hIVUX0qFdytnhWAJyO/PHWuBvXQ6vZwtY4ltOvdUMgutTuNSk3fevZ2kkzg8fOfp0JrsUm7M51RgnZI1PD0B02OaH595G1jkjkc/0omrmkNNEdRoksFze+TOihTLk8AcHHOOh79q55rS50Qeo9VNlazWhIURkoHI4wG9fTkfnVwd0NqzMB7kxgE8Efmp9fzqnG5Ldh8TpceZC2FjlTeueit3/T+VRy6D5jmrvdZyRuqkY4K+3cVNhXN7wzqbabqlvJFKyPuWRGRsEN1yPTn+VZO+5qmtmftJ+yn8V/+FnfC/TbuaXzL2MeRcHOQZVUEn8QysfdvrXt4apzw1PnsXS5J3R7iuAtdZwC0AFABQAUAFABQAZoAKACgAoAKACgA+lABQAUAH1oAKACgAoAKACgAoAKACgAoAPyoAKACgAxQAUAFABQAfWgAoAKACgAoAKACgA4oAKACgAoAKACgAoAKACgAoAKADtQAfWgAFABQAUAFABQAUAFAAaAA0AGaACgAoAKACgAoAKACgAoAM0AFABQAUAFAB1oAKACgAoAKACgAoAKACgAoAO9ABQAUAHFAB2oAKADNABQAUAFABxQAHigD8jv+Cnnin+1fj9PZiTMek6dbW+FPR2Ekn54da83Eazserhlanc+XdX1ttL8O6VawuU/dtI6qeeV4P8AWuOMbu53SlZWR5B4xlM908u0COQ7hjtzyB7c/wAq7qSscdTU6XwXKdZ0wkkecimM/VcY/pUVI2ZtSblHU09Su5DMkc3QDb7Ecn+uKxS1NHd7l4XCxafHM2N7Sb26cAdsfjVNaAXpNVie2a2hVQskeGwMk8H/AOt+RrNLU0v0OYvNOzcTZJwTIwA7jeQP5CuhGLVyzoFon9vQFgSElMfA5yD/APXFY1djWmrs3JY54pTvfkzK/wDsttbr9CC1YJI1dxl1FsvcrnbvJPvn/IrVPQm2pbLfZy5K5XaWAPIypz/LNavVELRi3t29pJHcxLllbJx6YwefcGsmk1Yu+tzdGqxalo3nrtLo3ltj6cH9DWUFy6GrfMcvNKv2gZA2sSpA/P8AxrURAly0Ow5wUcnPYj/P8zQZMTWUVHOM7VYipaHcpWFwYSUIAaMjBPXBNZyRcZH6Df8ABOL4k/YNV1nw7cXPJktr2CA/xBm8mUj3+aLj2rfCy5ZWOfFw5438j9LYWDxg9q9o+dJKACgAoAKACgAoAKACgAoAKACgAoAKADNABQAdKACgAoAKACgAoAKACgAoAKACgAoAKADNABQAUAHFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB2oAD70AHagAoASgBaACgAoAKACgAoAKACgAoAKACgAoAKADNABQAUAFABQAUAGaACgAHNABQAUAFABQAUAFABQAGgA70AFABQAGgA6UAFABQAUAFABQAUAB6UAfhn+3Frjaz+1P8QjI2Ik1FYW5zlY1SPA6c/J+FebU1mz16OlOKZ4Nqmotfzgs/JmYcemF4/LNZxjZG0ndnGszTwm3lIG7u3QNkgH8en/6q6FpqYb6Gv8Mbz7FrtxZS5VZ0Kj2YUqmsbl0fdlZnVeJACCdoDq/Pvxg4/Ag1zo6WUbqSR7AIrcB8nHb/ADih6EC6G7prluZciLHRhntSWuhUdzT1KJSZ3jcEeU23AxycGtVoJmpo1otpqT3HHySiQE/wk5wfcZUVy1XdHTTVjU1eBLW0MrY+Uo3X17frWMXc0kktRPIiuUjl4DMVx+tabBoZ17KUWSPrhyAD78f0Nbp6GDEsbeWa3uPOPyiPC+oYE4/A8VnJlRW9ypp07W8l5FuKoxyAPXI4/nS6giC9uP4ieT7eh/z+VNDKckhmuYVLYDDOfwprsJo1BbveJJuwSVJwvQk81MnYFG5VXTXW53EEEgfzGDUXKUT2H9mnxdP4R+N3hO9hdkD3sdrIBnlXkC8jvzg49qVN8skwmuaLP2+0G6S70q2ljOVKL/Kvfi7q58xNWk0aFUQFABQAUAFABQAZoAKADNABQAUAFAB1oAKACgAoAKACgAoAKACgAoAKACgAoAPzoAKACgAoAKACgAoAOlABQAUAFABQAUAFABmgAoAKACgAoAKACgAoAKADrQAUAFAB0oABQAUAHagAoAO9AAKACgAoAKACgAoAKADtQAUAFABQAUAFABQAYoAKACgAoAKACgAoABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFACN0PrQB/P/wDtd6n9s/aW+Ik4JK/29dDj/ZlZf6VwS1kz1oaQieM3FwyWpKuDP58jKM9AAv68/pRbqDepBqJSeRpVAUSMeB055H060kDs9SvFBJDJHcxsfPiO8N34ouVa2p1t5qov4Uk5AIAPtkf/AK6wSszdu6LGlRfawY85BfrRPYcFdj9dY219bMBswmduOF6gAVMNSp6MrR6h9oIUnI6Y/ECtzG50eiXq3U7Wsg3/AGhljz/d7VzTOqm+g/xFczxvPCzfIjA9MKT6isYbGs97FOzv5Fa1LcD349K0sRcsXt6DJOM7mIWQZ/3zVroS3uMmlk+xxPGzMJPlP1H/ANYipa1He60JYrWRpYLjbtSQYJbnJAOePwpX1HruZOoncWUEg4VhnkdP/r1SEyKyQmMN/wA8wykn3GKHuUldHs/wg+FGs/Ee+ubbSbZf3YVZLmdtsUYxnLHBPboATXnV8RGDsz0sPhp1VdbdzpviV+zT4m+HemS6rcC0v9OiA8y6sHZxCOgLhlDAdBkAj1xWVLFRm+XYuthJUlzbo8x8K2UzeI9PitIpXmkuIhCq/wCsfDADb7kg/jXWnfY4LdD9wfgb4qj8Z/C/w/rMcgk+2WkcrkHOH2gOD7hw1fQUXzQTPmcQuWo0d9WxzBQAUAFABQAUAFABQAUAFABxQAUAFABQAUAFABQAUAFABQAUAH4UAFABQAUAFABQAUAFABigA4oADQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABxQAUAFABQAUAFAAKACgBKAFoASgBaACgAoASgBTQAUAFABQAUAFABQAUAFABQAZoAKACgAoAKACgAoABQAUAHWgA/KgBKAFoAPWgAoAKACgAoAKACgAoAKADNABQAUAIenvQB/Oj+0FLPJ8XPGk80bLNJrF27q+cgmZzg/nXCtWz1too8yupCLZXQ/NHMWXJwfmUZH/jtaW0sRfqWbVxdQqw+ZX+Vh/dYdP8KxehpHU2dHsmuZRER+8Ixg8E9h+NZSlbU2jG5YWwkt1dMZUghgexFJtMpRZf0QtDck8qDjIFZTd0aRVmXPF0ZnlgkRWyVIANKm7FVVcwLCzlin2MpyCAR+P+NdHMrHPyu9jq9F0u4V4DFuWZSH+794gg4/8Ar1zOV2dUYWsd9qfguW6kU/6z7m4lcBWKE4PPOMHn8+1Zp2N2rmP4h8GSWsbSxoyxJFuBxye4GPoR+tCnYmUOpx00cjrI3OfIQH8ST/SuhMwaZqw28qaaoC7lEnAyM5IB/kah7lJWRLLfobNYVPKKdo7AHn+potqHNpYwL4N56gD+EKSenSqsTc09JsC7SEAFPNB6eg//AF1hN2OqnG5+gX7N3ht9H+HllFCq213qUkkjTuOSoIBJ9QAFA9STXy2IlzTufW0YqMEux0Ou+DL/AMKas2oJfXmqaRcnyNTsruQyLIjgqx2noOe2PSuSpz00pxex7FKnSrxcGrNnz38NPAFp4S/aZ0SzvJS8NlrJW0V8fvMKZIQR3yNi/U+9fV4aftHGXc+BxdP2LnHsffv7J8U3g2Pxl4Jds2nh/X57az3N8wt5ESaLj0w4/Emvew94pw7HzWLtJqfdH0YORXYecHWgAoAKADvQAUAFABQAUAFABmgAoADQAUAFABQAUAHWgAoAM0AFABmgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAAUAFABQAUAFAB+NABQAUAHegA9aADNABQAUAFAAaACgAFABQAdqACgA70AFABQAUAJQAtABQAUAFABQACgAoAM0ABoAKACgAoAKACgAoAKACgAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAB6UAfhZ+3Z8N7nwr8Z9TuJLeVFvwzM7L8kjRu0JKkeoRGOcHL/QnjkuWR6sHzQR8qXNhLazEbS8Z7HtRzphytMs6ZbGObKHYj8OjVhKXc0jHqdxpVq+6IbFlYcrxy49j3PeuWUjrijsLjQPtaCdU3iQDJx1PfPfP1rn9odHs76lfTvB9xcO2xDlecNxml7QpUjqbfwSNUeBnifbA2542XkDB/8Arc0+exfs7jND+FstzcvNIjK0sm6NccYALE59OAPcmm6oo0TsbfwO0Gom1jQK9vlrmYqQIAAPlyBycEH24zU+0S1Zfs29j0rT/BVvezwXUwVLeGLZb2xPEnBw2OvGc5PrmsZVXsdEaSvdlHxf4QQaHcyRgGPYIxvIb3YjjkYIxg9h0FKE9dRygj5/1Pw21lZ3TyRMpOxdp+hOPwyK7IzuzglHQzbkPHAzgnbG33sdeABWpizPsrAywEsTuYgAflxVNmaRFqemH7aoA55wPT3pXLtqd14A8Lvq93DCqMQ0gJK+g6n/AD7V5+JqKKPWwlPnkj9CPh3pVnpvg/Ttc1PUYdOsrSH7PDDIwVVCEgnJ7lgRj0ArwHDm1bPpPaKDcEjTtviBoHjZruy02+iuZkVgy9Ny98A9axbTvE6KTlTal0PF/H3gy4074qWXiiGCQxxaxaXEM+35f3No0rjOeSSik+gHvX0OBi+SLPlszadWaf8AWh9Q+DdXjt/j/wDEGK1k3QudOnYZyBIkQRufdZFP1Ar34ytVkvQ+ZlC9KL9T6XgfzIlb1ANegeO9HYkOaBAKACgAzzQAUAFABQAUAFABmgAoAKACgAoAKACgAoAKACgAoAKADNABQAUAFABmgAoAKACgAoADQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAZoAKACgAzQAUAAoASgAoAWgAxQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAHegAoAKACgAoABQAUAFABQAdKACgA9aACgAoAKACgAxQAUAFABQAUAFABQAj5Cnb196APzy/wCCjXwsh8S6LBrlpdm4ktL52aFbdgYvORVb58YwzIpGSOvQ5FYVlZXO/DNt2Pzfu/BkyEq8JcA8NjkV5Mp2PWUBtr4PDMAY2B7jGc+9c0qptGkdr4X8ENcOIg+UPVWHb1GelYSrWR0xo32PadF+FhntYyQ7M2DuKnge/vXBKv2PThh9Dp4vhHFbWjXDJ5jLgqBgZPQf5JqFXubPDpGj/wAIpa6Hp91EylXZQhdUJ4GQdvYdeKarE+wsjGs7X7VqCRQsdKs0YJ9o2gSY4+6OgPAAOcjH0FX7ZLzJ9i79jRPhuwkiS2ghe0jjb5IV3N5hB/Unnnnk96z9o3rcr2aStY1bq6tHtBaJbvBtOEeX5VboQCfXgdV9atPzE49LGFrVneXsYs0gjijOAIzKQM9wOOh7HH9K6YyjY5ZRkmeUeOrO4vNQugYGCJIE2RD7pVQnTjpj0/nW8JLozlnF3OHvdPVIViZWjdm3FXUg/r9a6Yt3uc0olux05I4xJ5ZaKNSFJ4y1U5CUSjb6S97f5CrlzyxH9faplNJGkabkz3L4X6fZaOnnvL5ZACq2Op/DsP514GJqc0rI+hwsOVXPX9N8KDxfDDfW9n5/kkxxysSVwPT0Oc15c3N6RPbgobsueHvDi6L8QLfUgi28FvG32twdq89N31rBXdRPsdLaVJruavxD1q61rxB4U0R7GSbTbMNqV4fm2mJwFZOONxVGHJAw3tX1mBq3pqNj43MaS9tKV+h678HdBv77xrqer6lIra7fsPtUCn5bTlZSgzyQu9YyT0KHjivcgm53e583UkvZ2WyPqW1J8sDB4J5/GvUR4UtyfnOKZItABQAd6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA5oAKACgAoAKACgAoAMUAFABQAUAFABQAUAFABQAUAFABQAUAGKACgAoAKADFABQAUAFABQAYoAKAAUAFACUALQAUAFABQAUAJ3oAWgAoAKACgAoAOlABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAI671I7H0oAwvFvgrSfGfhfUdA1K1jlsL2B4HTaMruH3lPZgeQRyCAamSUlZlxk4u6PyU+LPwofwN4s1fS5hHLJbSlQ0SYLD+FuPUHv9K8epTs2j6SjPnSkecW2jReYDwpz02968irdHqU0mekeDtHiWRD5C5x94d/rXlVKjPWpUkez6FY7I0URiNeBtjUDI/GuTmbPQjBI6K6s47iFYyAoGMD/Gk2x21MK+0edHeNWMkJBBCjOf8AGlzFcpUh8LRbFOTuB4BAZTzyCv8AhTUzOSNT/hGHmgMcYtw3UeYh5/H/ABrRMhRM3VfDF2kGy6hM0OOdpHH6/wBK1UrbEuCZymsaIbePzVAd0BVC4KsB6A5x+YrojVS3OSVHscxcaFLOESYbvLJdhtDKPTJ575NWqqOaVFmRc+CdO2m5mje6mP8Aq4ScL9Tg4Aq/rDWmw1h01cxD4QIneaSEscnEaoQgHp649qp4m+iZP1a2rRSvvD7QvvCbSe2Av6modW5apWK1rqF7YENBJ0zn5gT+jE4/D8K55LmOuF1sexfCj9oey0Gw1GCa2iTUMYVWUmJs8Z2jO1h2OCDnBwcVPLKlDRXNXJVJpN2sfQnh+bTvFuiaajlGtSBNdxsoyXz0b1P5j864Yq8FF/M9Nu03JfItWa6le+J73TPCtgZdUGyMXbqCkcHBC5OBySVOW6ZIBOK+nwWkOWmtT4/MGvaOVV6Hvnwy+Go8IaaA9w13qM7GS7uid3nSM2WIJ/hB79zk9696lScdXufL1q6loloenW8XkxKg5wOT0ya7keY3d3JaYgoAKADvQAUAHagAoAKACgAoAKADpQAUAFABQAUAFABQAUAFABQAUAFABQAUAGaACgAoAKACgAoAOtABQAUAFABQAUAFABQAUAFABQAUAFAB60AFABQAUAFAAaACgAFABQAUAHWgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAxQAUAFABQAUAFABQACgAoAKADFABQAUABoAMUAFABQAUAFABQAUAFABigAoAKACgAxQB8e/tq/DVFmtfENpbqi3SmO5depkXpn6g/wDjtcOIj1R6+CqXXIz4dk04W94Qf4WxxXz1ZWZ9NR11O78MsY0BAHGOnWvFqxuz26Tsj0qwuxJEjA+nOe1crVjrvZm1bTs4+Y5b61Jp5mta2qy5DEHJ70WE2XY9I3HHGDyD3qlEiUtDWttKUIucK36GuhQ0MOe5PLpSPF5ZCMG6Ern+tVyibMLVvCtqYj+5jd8dAAP60pKwou7Of/4Qtp3AS1AXrkjArHmfRGvIh8fw6sg5Z4hI56kjqal3ZaSjoaF18I7G4swY12SAfw5/Hiq9nK10Nyjs0ea+LPhi1sr/ADPnpwSKhTa0Y/ZRkeYX3wpkuJHM6TCPPUEb/wACVrWNZoh4ddTmtR+G2oaULi50cteyRRlvIl+9t5DDPGRg9Dn8MZrq9tF2UznlQlZuG56j+zv8SHXTZbe9JY2xFu6O3IGPkJP+yQR6Y444rOtRtK62YUcR7mu6PVU1DVdN1RriKdreWQn5kAOw8dAeKqlVlF8sWc0oRbcpq59ufDzw9qOh6DGmq6vJq95JiRpWjWNVyB8oA7f4193hqUqcLSldn55i60atRuEbI6uus4goAKACgAxQAUAGKACgA4oAKADFABigAoAKACgAoAKACgAoAKACgAoAMUAFABQAUAGKACgAoAKACgAoAKACgAxQAUAFABQAUAFABQAUAFABQAUAFABigAoAKACgAoAKAAdKACgBKAFNACUALQAUAFACd6AFNABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHFfGLwYPHfw+1XS1XdceX51v8A9dF5A/HkfjWdSPNFo2oz9nNM/LzxfozaRq0ibQVU8HoSK+exEOp9hQncs6RcgRgdMdeeleHUjY9mnLQ7LSb0yRFUYggY69RXHJHYnc6TT7zLAEhiOxrKUTaMjp7O5Ur0475osWnc2re5OOvTjPrVRJkjQhkOAAfyNbJmTity5Cd3G3A9c1aJ3JW2EfMu4euMGnoFiOVS64TC57d6m1wbSEt7QIw3cnPalyWHz82x0EEI8lTj9OtdcY6GDlqZWt6Xb3EJMiBjnj1rkq01Y66MnscTrGiwyrgIMAYI9q85qz0O5Hlfj3w3qGltFLpSKXZ1Ysc/KO5AHWu2koyXvHFVnKOkTy/TfD8ngD4y2UFyWGn+J4HQHoPMxnHoCGVcfWu6MlUou3Q8qrD2dZN7SPpnREfU9Ks4bnD3ERaF2HcqMA/iMGvOludaWh9D/Bb4m5tLLw5qfnS3W7y7ScKW3Jgna3pgDr6fSvrstx3tIqjPc+NzTL/ZydeG3U9rr6I+aCgAoAKADvQAUAHagAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA70AFAB60AFABQAUAFABQAUAAoAKADtQAUAHegAFABQAUAFABQAUAFAB2oAKACgAoAKACgAoAMUAFABQAUAFABQAUAAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAOKAAgGgD8/8A9rX4df8ACO+O7ySGHZbXgN3AQMDB++o+jZ49CK8jEwsz6PBVeaC8j57spWtZihGAfSvBqUz6CnM6DT79o24YjjoK4pROyMzp9O1IrtODz3J61k4m8ZHV6TqHmYXccGsGjpizrLJ9ygZOaSRdzZtRjAxjvVCaLwkSEhiwX6kCqRm0ZusfEPw54ehY3mp2xkAyIVkDOfwHNdUYvscspO4zRfGkfiiIz2tpJa6ep/4+J12l/oKqwWfVnSadPDcPiFg+BSsrkps6GBcoox06iuiK0IZj62wxgVy1zvoHKTx+dLz+VeS1dnffQyte08/ZklwCYufqO4ram7Oxy1FdHkn7RWkxv4P0DxDCNsui6tbXCuByI5G8sj/vpkP4Gu2j7s2u6OCv70E+zX+R6r4cVbW6nLD93K6zKxOeoH/1/wA64b2ep0Wvsdlps82n3lteWMvlXduwljceo/oe47g10UKsqU1OD1RhXpRrQcJrRn074L8WW3jHQ4b+DCSH5Joc8xSDqv8Ah6iv0LD144impxPzXE4eWGqunI3q6TlCgAoAKACgAoAKACgAoAOKACgAoAKACgAoAKACgAoAKACgA/CgAoAKACgAoAKACgAoAMUAHFAAaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAOKACgAoAKACgAoABQAUAJQAtACUALQAUAFACUAKaACgAoAKACgAoAKACgAoAKADNABQAUAFABQAUAFAAKACgA60AH5UAJQAtAB60AFABQAUAFABQAUAFABQAZoAKACgAoAKACgD5c/bt1DTNO8L+GZLmZIb9ruRIt5AzGVAbqc/fMQ49a5q8OaNzvwdTkqWfU+ItQKmYSJ91u/vXz1VWPqqTuWLV5DEGHJHUivNk1c9BJ2NmwvhgZbK5571jJFpnY6RcYKEEEHAz0rmkdsGd9p16hQZboORWZumc/47+MujeA7KV5blJrlRxCG5HHBNbU6U6j0IqVIU1eTPELH4v+OPirrL2ukQbLYNgvMu2KHp8znoTjOF5r0/q9Oklz6s86OJqVW3T0R6NpkHgn4dQC78R6nFrms/eaWc4RGx0RB/M8/wAqrkc1a2nYnnUOuvdluz+O+meKtVi0/T4pipOFCxlV/DPaoqU+VXZUKik9D2nwlb/Z4YzwWODkVypq5vZs7lEKREq2cjvXYlZGV7s57WmwxAOQRyT1NcNZ2PSooxfLG415zWp1MfdWivaSA/MdtXFWMJs8h+Ltgb74SeJ7QH5lgG32KyKy/qBXVTdpJnBUV4yj5HbeEVF/4V0udgN8lpA5x7xoT+pNYSjds3R0umSNESrA5ByCRwR3rOGjKlqdX4K8Zy+CNcW7XMthPhLqJe47MPcf4jvXr4HGfVp6/C9zw8wwSxVPT4lsfSmn6hb6rYwXdpMk9vModJEOQQa+5jJTSlF6M+AlFwk4yVmixVEhQAd6ACgAoAKACgAoAM0AFAAaACgAoAKACgA60AFABmgAoAM0AFABQAUAFABQAUAFABQAUAFABQAUAFABQACgAoAKACgAoAPxoAKACgA70AHrQAZoAKACgAoADQAUAAoAKADtQAUAHegAoAKACgBKAFoAKACgAoAKAAUAFABmgANABQAUAFABQAUAFABQAUAAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgANABmgAoA8c/ao+AcP7QXwuutEjdLfWrV/tWm3L8BZgpGwnsrgkE844ODjFTJXVjSnPklc/J661HxT8J/E994W8aaTdW09nIVdJRmWIdm/20I5DjgjmvGrUbn0eHrpddD0rw3q9jqNms1rMlxA4+8jA4r5+rBqR9BSqprQ05oFVg0RBBGQPSsVfqatroacOux6ZBumk+QD0/wA/pT9lzbDVTlPOvHP7QtxYiay0lH3NlN8Y3ux9AO31rqpYO+szCpjHHSJ5M1rqer3ZvfE73VnbMSUtFJM0nfqfufXGf516N4UlaC+ZwJVKsr1X8j0DQPE97PZpp+nmPQ9LTI2xH5j6kseST3PWuOUrO9rs7oJ7bI3gfDWi273F4HubgAkTzncW/OiKnNlydOmrnU/BO5tvE+om9t4WEgJ8pRHiONM8HPckDPbiuTF3hoa4R+01sfVfhxHLxKx3DgcCuOm3KR6EoKMbncynZAOn3fx+teu9jz4q8jl9XOXPQD+VeXXPXorQzQo69z2riNmSFsRlSeorSJzzPMvGqifw5rVsBkSqVA9T1x+labI5bXkkbXwzn83wR4fZuS2m25PPrGKh7s0j8KO9tIVk6D5gBnFZ9SnsVfIeOZ4mHyMeD6UJ2ZDV0dn8O/iFN4FvRZ3QebR5myyjkwk/xr/Uf16+9gMf9Xfs5/C/wPm8xy/6wvaU/iX4n0JZ3kOoWsVzbSrNBKoZJEOQwPcGvsYyUldbHxUouL5Zbk1USGeaACgAoAKACgAoAM0AFABQAUAFABQAUAFABQAUAFABQAZoAKACgAoAM0AFABQAUAFAAaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADNABQAUAGaACgAFACUAFAC0AGKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA70AFABQAUAFAAKACgAoAKADpQAUAHrQAUAFABQAUAGKACgAoAKACgAoAKACgAoAKACgDjfiV8JfB3xU0prTxd4csddhRT5bXEIaaL/rm4+ZT/ALpFRKCluXGcofCz8tP21vhtoP7N/i3Sbjw6LjRtI1eOTZZLdNcPA8bDJcnJwQy8AttwMtyAOOvhYtXPUw+MltI8Csf2qm064W2ksX1OJcAyl/LkPOM9MH8vxrzngU1vY9NY9p2Sueyadrdj8QtHhuLOZpLa46Do6kdQR2P+I9a8ualRZ7FKUa6udR4d+Edjp8ElxZ2oS5k4aY5Z/oDXO68pO7Z1woRWkUY3xH+C93c6cLuGVhEoJYKSGHsPc13RqXSZxTpO7Pnk6t4k8OapcCTbJDHuKeam51A7Z7/WuxRpySPPc60JM09NTxB4+1W0swh8mUlfNPCjOSGwOeoA59fSoqVadGLsVClVxElc+3/hJ4At/CmjWg2LHdmNTMEGMnHPT3yfxNfNTk6km2fVUaapxSPcfDMcZY8fMowOK68PFXuVXbtZGzqFyI1xnPGPWuypKyOajC7OWv5wznnnua8mo7nrRjZFZJMnOawSFMhmuQjnkcCtUjjmzgNXfzob5AMl2VFHuWH8hk0qjSiRT1mjS+FqFPBukw9re3S3OOmUGwj81NR1ZdrJHoOlEne5/P0qFuDNR7cTIuRnuSa0tci9iC90/wAyMHb6DNS11Itc2fBPjvUPAs4h2NdaY7ZktieV9WT0Pt0P617OCx8sM+SWsTw8dl0MT78dJHvfh/xJp/iaxW60+4EyfxL0ZD6MOxr7GlWhWjzwd0fE1aNShLkqKzNTvWxiFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABzQAUAFABQAUAFABQAYoAKACgAoAKACgAoAKACgAoAKACgAoAMUAFABQAUAGKACgAoAKACgAxQAUAAoAKAEoAWgAoAKACgAoATvQAtABQAUAFABQAdKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAA0AfNn7bfwJ0P4lfCDVNRk0qCbV9LZb1bkRgymNch1LYztCsW2g44rCsrxujtws7VFF7M/HnxH8OoNOu5Ujg8vDHkZJOTXkSqtaXPf9hHojsPgpcy6DrMtm8jGCZQ6rnOHU8H8VLfkK46/vwZ2Yb93Ox+gPwx0m01PTI2kAYlQRnpXjU4qTaZ71RuOqOt8QeDbW/0x4REuCMdBXTy2Vkc6d3dnzX4y+Cfl3spECupOelc86ji7GypKauZXh/SbXw1eLvshEwGNwUYrKTc0aRioHqOj+KA5VQ2R6+tYtO5202md9omvFSp3YUepranJxZvOKkjdutbWePG/nHWuic7oyhTUdTGuL0EkbhXK9TZsbFdqMjdx1qVE55zMnUtUECSOT9BTRyTZy2lSi8upHb7kQbGf4pDwfyBI+p9q56srvlN6MNOY2/hYGi0S8sWOJrfUJw/GPlkbzl/SWqTukElZtP8Arr+p6Hanyfl6560bEbmxDKI9nUgDrWi0Mmrl2Pa0YznFaJJoxd0yC7sVYbsdqTiTzFHT7++0K9W506Z7WdT99D1HoR0I9jWlGvUoSvBmNfD08RG1RXPWPCvxjtrzZba1EbS4OAJ4lLRsfcclf1FfW4XMYVrRnoz5DFZXOinOm7r8ToLnxsJJyllF5kanG98jd9BX0caF1eR81KrZ2R0Gm6lFqUAdPlb+JG6qa55xcHZm8ZKS0LlQUFABQAUAFAB0oAKACgAoAKACgAoAKACgAoAKACgAoAKADNABQAUAFABQAUAHWgAoAKACgAoAKACgAoAKACgAoAKACgA9aACgAoAKACgANABQACgAoAKADrQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAYoAKACgAoAKACgAoABQAUAFABigAoAKAA0AGKACgAoAKACgAoAKACgAxQAUAFABQAYoAKAAcUAFAFXVIrS4027ivxGbJ4nWcTHCGMg7t2e2M5pPXQabTuj8dfjH4b0G58X6unhbVYtZ0iG5eOC7jz86g8dvTjPQ4yODXzldxjNpan2lC9WmpSVmcJoHhiTTtUguM7SjfmCMf1rKzkjZLld0fZHwK1oy6fCAfuDbgmvEfuVWj6BJVKSZ7sW822LEDGO9dl9Ls4+Szscve+EX8SF/KlaNem9cf1rn9k6uqOl1I0tJHzr8WtAufB2uJGZ5LhJQWVtvQDrmphBapkzk1Zo5bTfGVtbyKHm8lgcfNwK2VJMzjXUTsrT4jWVhbtNLfwRQrjdLJKqoPqSafsG3odSxUbasu/8Ll0aWOPydSt7jzG2oYpAysfYjgn8ap0WugvrcO5atPHCahJt+dCemRj9awnCw/bpm9ba4VQgndkcVi0S5XZzvirxILW0LHjJ2rnufSo2TZPxOwzwjdjUFQR5eAH94w/jPdc9/evPbsz0o7HoOhWzWPieS9JCw6lGsUgAwBLGCVIHuhYf9s1raDvoc897nbWwErHHr1rVauyMm7IvJLn5QOB1NaeRk9NTQilJAA4471foZWJlnBdgx4WqXmQ0VHXzHGxCzMeFAyfpiiMJTkowV2xSnGnFym7JHW+GfCEMG26u8NcnlUbpH/9evu8uyyOGSqVVef5HwOZ5pLEt0qLtD8zp7iH7FCZDgRgfw19EmmfNO6LGg3csbrc5OP7vt6VnUSkrGkG07nc21zFdQrJE4dG6EV5draM707kvFAwyKAM+816wsXKS3SCQdUX5mH4CtFTlLZEOcY7stWtyl5CssZyh9RioacXZlJqSuiakMKACgAoAKACgAoAKACgAoAMUAFABQAUAGKACgAoAKACgAoAKACgAxQAUAFABQAUAFABQAUAFABQAUAFABigAoAKACgAoAKAAdKACgBKAFNACUALQAUAFACd6AFNABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAVNW1ay0LTbnUNQuorKxtozLNcTuESNAMliT0FJuwbn5p/tfftoXPxUmuPCng6aay8IxnbcXXKS6kfcdVi9FPLdT6Dx8Riua8IbHv4TB8n7yqtex8ipqt3pdx51rO0ch69ww9COhrzT1k3e6Nq3+I9zIypPpaXDf34pDH+hBpe16G6uz6Y+DurLaOdj5UsHXnsef6ivKxV1Uue9g3enyn01o2txXWmlSu0gZ46VUKicbMKlJqaaZmeJPHth4R0kzXNwkMK8Ak8sfQep9hTU5W5YkTjFPmkeHeKby5+INw92sZKOu2NSPurnj9a53KzNORyR5XrXw/SzutssjvcP8y2kPMh+o7D3Nd1GM6voclSnGCu2eGeKbW98f+JYbNEng06wcx/Y24Bm3FS3+1jpk++K9dWpqyFSouX7x/L/ADPa7j4XNY+HobOJSDFCEwPXufzry51veM3Rujpvh+t5NpESXiH7VEMMT/F7/jXLOSexcIyW52TFo1O4kD1zXO2dCR5J4j1qXxb4y+ypNt0qyPlhYzzM/wDESfTt+frRU92Gm4oe9K72PZ/B0ccVtBDEqoigDaowAPSvK6npJ6Hoi2gvrB4g5ikGGhlAz5cikFWx3wQDjvjHet4GMtdDoNFvlltxI6iJ1yskec7H7r7+ue4INdMNNTCbvoa1pKpfJwKuPciV7WJ/NMbDGTnnPrTehPQnt7KfVLmO1t2G9z8xb+Eeprtw2Gni5qnD5+RxYnF08JTdSp8l3PQdO8HW+lxiQEzTY5kYc/h6V97g8BRwnw6vufneNzGvjH72kexcSaC3J3EFh/z0bAr1uRvY8jnXUlmcatZSW4CiJ/40bp7ipXuO49JIYYorWNIItx2jA+Y5/OlcdkFve3GmSboJShPUDkH/ABrOUVLc0Ta2N9fGptottzApmAydrEAfXjj6VCwrlsyniFHRowtW8XXGpQTBZhDHsJCRHqMdzXRDDKGrRzyrueiOd8IRXF7eb3UsoAHI6selaVGkiYJs9jsrVbS1jiH8I5Pqe9ePJ8zuenFWViepKCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADvQAUAHrQAUAFABQAUAFABQACgAoAO1ABQAd6AAUAFABQAUAFABQAUAHagAoAKACgAoAKACgAxQAUAFABQAUAFABQACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA4oAKAMLxn420X4feHrrW9evotP063XLSSHlj2VR1Zj2A5NTKSiry2KjFyfLFXZ+ZX7UH7TmvfHfUX0+zE2k+EIHzBp275pyDxJNjgt3C8hfc814OJxTq+7DRfmfQ4XCKl709ZfkfON1ZGHLbdxrhukenZsr2uiy38w+X5c81lKZvCnc3JtDSwgBRQX6VitTZ6aI7z4WeLTpd3BDcOInU7fnOA69Bz69sd6c4e1Vlub4et7J6nu2sfFux8PaPJctOsfyZC5y5Poq9Sf8nFZU8PK/vaHXVxUUtNz59/4S+Px14wFzrOonV9QJb7JpMc4UInXCxkg9Bycc49q9F4GpNe41ynFHE0o+/V3PS9JvfFHihJLLTni0eGJSpC4DkgZCgjnPI9K1hg4U+l2aTzKmloZPi+ys4bOysvDWo3S687bb67DZIX+NXJ43ZHAHTFXKSha25tg8LVx0+esrQRc+HXw1tYNSjbaHWEiWViM5PYZ78/1rmqzaR7WJ5aULL5Hq1xpMUpICA8YI9a8WcjzooZF4eSzUOi7RisUy5I8w+M/jNPDWltb2z7b66BjiA6qO7fhn8zXTRhzu5x1p8it1Z474KuzBdrubGO5NVWjdGdGVmfQ3hLVkEaKpDdt3YGvKcLM9SLuj07SL3eg9vXvVx3JloX7oXCzrc2il2CgTQA/61R3GeA47dM9D2I1b7GXmbumXSXESSQndFg/OARk985GQR6HkdK1jrsRe250OlaReauwe3hLQr1lbhB+Pf8ADNenhsBXxLXJHTueViswoYRP2kte3U47xb8fdK+DWrPp8+mT6xcvh5Zrcqm0dNoyee5696/RctyxYWlaT1e7PzfM8znjKt4LRbIzdO/b58CmVUvLTU9LVmA3XEOV/EoWr2VglLaR4MsXKGsonvPgrxxovxJ0iLVPD8sV5ZPw10i5UH0B7nmuCpB05crZ305qpHmSOjbES+VGMAVmaFDev2llB4XqfU0wOX+IXxH0v4aaDDrurO0dvcXsOnW7BCVSSUkB3I+6owfmPGcDvXRh6LxFTkRzYmusPT52XvD80mo2ouHyGbuetTJWdjSOxtf2faRRF5lVVOSQcDI/z3NTeT0Q3yrVkPhPxhZT6qxt7YzWEY2pPH0LdyoPUe/f8qitRly2vqOlVi5X6HpVrqVteAeVKrH+6eD+VeZKEo7o9BSUtmWgc1BYUAFABQAUAFABQAUAFAB+FABQAUAFABQAUAFABQAYoAOKAA0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAcUAFABQAUAFABQACgAoASgBaAEoAWgAoAKAEoAU0AFABQAUAFABQAUAFABQAUAGaACgAoAKACgAoAKAAUAFAB1oAPyoASgBaAD1oAKACgAoAKACgAoAKACgAzQAUAFABQAZoA8++LHxr8P/AAm07ffy/a9UkUm30yBgZZPQn+4v+0fwyeK5q1eFCN5s6aGHqYiVoI/Pz4x/EzxL8ZNb+161Pi3iY/ZtPhyILZfYd29WPJ+mBXzdfFSrvXRdj6nD4SGHWmr7nmzeGXcH5Djua5faHb7Mqt4RG/51wPeo5mzVQGnS0s0IVAG9cUWbZTdistlvY+YPlI61okYNlaayjY7QBt9u9aqDRDqIqXNklvjC7m6KBXQot6M55VEtjJ8T/B/UroWetPEYJkbIRHKzRDs2ByO/fI7gZr044erGndIjDY7Dzqexqv8AyNXQo9R02QO+r6tKCArxtdOBx9MHv61yS9vsfV0aGATUuW56JoF9CjLHHGXlYcBe3uax9lyLmkevPG04xstEej+GdZigi+zwgMScySerV51WTbPEnVdefM9jtrGQSleQGPNebJam0Q8Ya5beHNAur+7cRQwxl2P9B70oxcmooVSaiuZnw/4u8T3fjDxBcanO5UMdsUZHCIOg/wAa9mMFCPKjwpTc5czLnhlwLlNx388f5/xrnqrQ3pPU918ISxxeWWOCfuAdT+GK8qSPUiz1vw0ZLt12gqBwCc1CV3oXLRXZ3Gk6fcXNytvawPdTP0jiG4/j/j0rrpUZ1ZclNXZx1q1OjHnqSsj0zw/8K1hP2vUJAty2Ga2j+aJsdPM/vHpyMdMZI4r7HB5LGnadfV9uh8Vjs8lUvDD6Lv1OwmMsMAhNmCgG0fZmXaB9DjH0Ga+oilHRHykm5u8mcZqnw80DWbl5bzRmuJG+8ZFXn8Sa3VWRnyJHFeMv2aPBHie2CyaXDaT5xB9nUEhj0JyMH6YraNedrPYzcI3utz1rwD4KsPh54O0zQNMVha2UITfIcvK/V5GPdmYlifU1yN3dzVGhey+RExzzTGYAkd2SFCfNnfaPx6mgB/jTQdO8S+HbvQL23S7t7tBEYSAeAchvbBGQfUCt6U3Skpx6HPUhGrFxlszH1vxZo3ww0W3S5aSa4ZdttY248yec9PlX09WOFHqela06NTES0/4BjVrwoJJ79F1Od0y18W/E1/O1lF0PRGOV0yAkvIO3myHlvoML7GumTo4dWhq+5zwVau71NF2PTdN0WDSbZYoUCqowMV50puTuz0YxUVZFpTKW+QAD1P8ASo0LRr6Zqt3ZuFmbzYe6k/MPpXPOnGW25vCbW508FxHcxh42DKfSuJpp2Z1J32JaQwoAKADrQAUAGaACgAzQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAAKACgAoAKACgA/GgAoAKADvQAetABmgAoAKACgANABQACgAoAO1ABQAd6ACgAoAKAEoAWgAoAKACgAoABQAUAGaAA0AFABQAUAFABQAUAFABQACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAGyypDGzuwRFBLMxwAO5NAHz98WP2lRYibSvB+25uuUfVGG6OP8A65jo5/2j8vs1eNisxhS9ynqz3MJlsqtp1dF+J8w6jZXniC/lu724luru4bdJPOxZ3PqSa+anVlUfNN3Z9PClGlHlirIdbeBNq7nXvkcVGrNUkRXnhyGBC2wZ9qRpZHL6tYqisQufwqorUmbSWhyVzZl3Pyn5a7EtDjlLUqHT0LlpeEHPPSrXZGb2uyvcbZ12QIEjHWQjFenQwlSpq9EeTiMZTpe6tWWtJtoLSQTiMNKOkj9R9PSvepYanS13Z4NbFVK2j0RX1/xfFZowLZYdcmuo4zg7zxjJc3CiCXymzgDja/scjj61w4mE3HmpntYLFypvkm9PyNvQ7m81O5VTI8aA/MmSv5gV81VqNq59XSvJ+8z2PwxHBapGu8bvX3xXky5m9T16fKtjvYtSW32SORsAySDxWPLzPQ35klc+dfjn8ZYPG12+h6POs9jaTBbmSI5V5OoQY64xz7/SvTp4d0lzy3PFrYlVpckNkcEugtJbh8YyM56Ypc+pPKO8OWbHUkgDEsTjEWSfr6Uqnw3Lp/EfRnw58N3GpTxW1jaT394wH7uFDIx+uOB+teTyTrS5Kauz1HUp0Yc9SVl5n1B4D+CmoRolxrUq2CsObaEh5T9W6D9fpX0uCyKpL3sQ7Lt1PlsdxBTj7mGV/N7Hr2jaJY6BbeRY2yQKfvMOWb/eY8mvsKGGpYaPLSjY+Kr4mriZc1WVzQ83HTmug5SvNN1A6+tNIChOxwSPzqkS2V9Gtze3zXLcpGdqZ7nuf8+9OTsrCjrqdMwxGayNDnNYm52Z79atCOQ13xRH4U03W9fkDPFpNk8u0DJJAycD1wK3pU/aSUe5hVqKlBzfQ4vU/jY+tPbaV4AtH1jUrxQ0ur3sDpbW4PXCMA0jD04Udy3Su6GF5PeruyXQ82eLlVSjh1v1Z3Hgj4Ww6ZM2qazcSaxrk+GmvLkhmJ9B2AHYDAHYVjWxN1ywVkdFHCqD5pO77nosUKxqFUAAelee3c9BIHAHGMk9BQBII/KjOOX9am9ykjKv9EmuEMkN/LDcdRuG5PxHH860jUtuiJQvszA0vxpdaPr0ekauPsd/IC1tMrfu7kDrtPcjup5FdMqEasOenr3OaNeVKahU67M9X0XVV1O3JPEicMB/OvEqQ5GexCXMjRzWZYUAFABQAUAFABQAZoAKACgAoAM0AFABQAUAFAAaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADNABQAUAGaACgAFACUAFAC0AGKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA70AFABQAUAFAAKACgAoAKADpQAUAHrQAUAFABQAUAGKACgAoAKACgANAHOeMvH2jeBbH7Rql1sdh+6toxullPoq/wBTge9YVa0KMeabsb0aFSvLlpq581fEH4p658R2e2G7T9GzxZxNy47GRv4vp0Hv1r5bFZhOv7sNIn1mEy6nQtKesjjotDLMFAyT7dK8mx6ysbdj4VWNd7rhvf0raMCXIkvbERqVUAY9KqQ0cbrVoQrEYx1qLGnMcXqFssSksMn3reCOeTOZntS822NPMduiD+Z9B7130qM6suWKOCtXhRXNNmL4rtItLsYmeZbi4mPATPloB1x/ePufTpX02Hy+FFc09WfKYjMZ13yw0RycU8jsPmISvRZ5xDq+tm3gKI23jqOtSVp1OA1K6e7cnJPNOwXILPTWuJQAu7PtUNFJnq/gfw/qCqpnKiDHHmD5gPY1xVcJTratHoUcdWoaJ3R3kGkqpH76VsDnBABrBZbT6nU82rdkch8a9C1nWvCVjpukapcacb69EF1dKxJWERszKoGOTgDt35rOvQoYKn7RLU6cNia+PqeylKyOc8K/AGLSNNtLXSllnKvuMco3vcN36DrwcAe1fNVMXKrLlSvc+khhIUY3vZI+iPDf7KuveI9Nj8y2XRVIB36i5Vh7hRl/wOPqK6aGVYuu+ZrlXmceIzfB0FZPmfkel+Af2H/Bvh/UU1HXb+88R3Y5EO0W9sp/3QWY/XcPpX0dLJ6cV+9dz5itnlWT/dR5fxPovRdE0/w9ZC00uygsLYf8srdAgPufU+5r16VClQXLTikjxaterXfNVk2zSTn3rVmAOQOuM0DIGJJ9B6d6YiNxntmmIzdUkKosSY8xztX61a7kPXQ2dMtVtrZI1GAoxWbZoW5ziM1KGclq8uHJJztya0RDOU8T6MdU+GevIyeY93GYwp77mC/yNddCXLVic1dc1KSNLwh4WsPDtjAtvCiuFALY5qa1WU5ajpU4wjZHa28gwO9cjOktK4IpDCHDsXPQcD+tMB+ST7VI0DZIosM5jx14PtfGugzafcSPbShhLbXkI/e2sy8pKnup7dCMg8GtqVWVGXNExrUY1oOEit8M/F9+IDDqsSQ6vZObW+hjJ2Fxj5kz1RhtdT6MM85q8TSjNc8NmZ4arKPuVN1/Vz2GGVZokdDuVgCD7V4lraHr7j6BhQAUAFABQAc0AFABQAUAFABQAUAGKACgAoAKACgAoAKACgAoAKACgAoAKADFABQAUAFABigAoAKACgAoAMUAFAB2oASgAoAWgBKAFoADQAUAJQAtABQAGgAoAKADvQAYoAKACgAoAO9ABQAUAFABQAUAFAAKACgAoAKAD0oAKACgAoAKACgAoAKACgAoAKAIbu8hsbeS4uJo4II13PJIwVVHqSelJu2rBJt2R4t49/aBCCSz8LoJX5U6jMnyj/cU9fqePY14mJzKNP3aWr/A93C5XKp71bRdup4+La88Q3r3uoXE13cyHLyzNuY+2T29q+anUnXlzTdz6iFKFCPLBWNFNLC7Y41+Y98dKSVtEVe71Nmy0YQqCUyx9RW0YdWS5FqeEJGQBnA61o1oSc7qhKhsD8ayehaOJ1ycRo3Q+poihNnmXirXVt4pRDtlnCnYhO3J+vYf417ODwU8S79O542Nx8MMrdex5/beLDdRSyRT+TK3+shk4II4I/DnivsaWHhQjyQR8RWxE8RLnmzN8Q3cs72sbZJSFQfYn5j+pNaMUSk+La3LMdzYrM1TOY1F2uHJ4x6VSiS5FKDTTI/Sm1YlM7HwzY29oyOVBY9MjNZWuaXseg6bL57YX5YwMk1fKFzUSXLOijnbke9UoiubukWljfeHLk6jGZYDMrLtxvjk52sue/JBB6gmscRhYYqk6cjow2LnhKyqQPb/AIMWdnb6bFLa2sdtMRh5OsjfVjyfp09qeGwVDCxSpx179SMVjq+LlepLTt0PadO+dRtXd79q7bnAaiJgc4WpuOxIsqg4U76XqC8iQM7EZIUe1IYEY/xJpANJxTsBDLJtUnpVJE3MvTlOo6o83WOL5V9M96qWmhMddTqIlwtYmqI7tsIaEDON1piYpT3bIFbxMmaEdmo8PJC4BVmXIPfBz/Smn71xNe6VkbY2AOAaljRp28nA5xUFXLLT4T5T8x4B96LDJ0OxQoPA4pASqeKQx1AEbjIoKRyniDTTaagmr2y4mRRFcKP+WkYOQT7qSfwY+1dNKWns3sznqw1547o9A8F6mLyyMJPKfMv+6f8A69ebiIckrndRnzROkrlOgKACgAoAKACgA70AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAC0AIOlABQAUAFABQAUAFABQAlAC0AHagAoAKACgAoAKACgAoAKACgAoAOaACgA7UAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAB4oA5Px38StJ8B2oN3J599IMw2URzI/uf7q+5/XpXNXxEKEbzZ1UMNUxEuWC+Z88eLPG+tePbrdfzbLMNmOyhJESehP94+5/ACvlcTjalfTZdj63C4Gnh1fd9yjaaSCV3D8MV59r7npXtsbMFntwqDH0rSMexEnc2rHSjH8xXnrmuiMOphKRZuFCDA4NXLQUUZN22xWyRx2qLF3OS129WKJmLDHXmoSuDdjyHxZ4nLu8EHzt/ERXvYHL3WfNPRHg47MY0Vyw1Z5X4xS41qz822zFdQfMgXnBHp6j1FfZU6apLkitD4qrN1m5t6nmEup/wBoX1ncRqYzeyi0uYwf9XPkAH8R39h61u42VznjNSdj0W908z3kjkfKTxXI0dqM/VLFpF2qKSiVzGA+juXwQa2UTFyLLac1vbFlXmpmi4sv6RCzFRj86ysaXPT/AA5ojT2pXBVmGc4/KtIq5nKVi1a6cz7cKFcNgE9M1QXLF0hsZVs0ym6QNJC38JHQj1FWloS3qe5fBaT7RZoqxkhWx5r/AHQfYd/880N2RO7Pd9OgKxjc5J9uBUXHY0Y4wO2frzSGPLAHpSsAZFIAJoAY30qhMytauzBbsE5dvlUepPStIrqQ+xe0Oz+y2qJ1OOT6ms5O5aVlY2V4FZstFTUGxE1UiWclqCeZIqYzkjNbIzZqarMLWytI+m4k/kP/AK9OCu2yZuySMjz8vQ0CZetrjjrzUWKuW4ZhLcqOyDJ+p4H9adgvqaCHpUFEqvmkx3Hhx0pDFYg0DuVbiMMp4yKQyDwxJ/Y+rxIOLdzsA/u57fnRV/eQ80KmuSWmx6QK807woAKACgAoAWgBKADFABQAUAFABQAUAFABQAUAFABQAUAFAC0AJQAUAFABQAUAFABQAUAHagAoAKACgAoAKAFoAQcigBKACgBaAEoAWgAPNABQAlAC0AHFABQAUAFABQAUAFABQAUAHegAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAJA+lAHkfxJ+OVtobTaZ4eaO/1QZWS4+9Dbn/2ZvboO/pXl4rHRoe7HWR62EwE8Q+aekfzPDN0+p3st3fTyXV3Md0ksjZZj7mvlKlWVWXNN3Z9dSoxpRUYKyNux04Iqlhj2xSS7mrZrW1nkc+vatIxuRKVtjcsdOUkE/WuqMDllNo0JyIkAHArR6GcdTJvJhGCT+tYNnQjk9c1dIIm3N0GTUaydht2PHfGOv3eoRyRWR3Y4Zgfu19JgMv5rVKq0PmcwzHlvTpPU43Q7KS5vTBKG83HIbqa+sjFKyR8hOTd7lrU/C0kcu5Fwx+Zfeu2KWzOKcmtUebXngqL/AITawvbIKkU0/wDp1qw4WRAWRx+IGfwqqkOWIqc+aZ2suiNsJVea41C52Odita6F9qlZCvI61XKkw5robL4RxLjZx9K6FDQ53PUjv/CpS3KlPxxXPOJ0QkQ+GfDpuNQACcL3rmsdCZ65YaB9l0/zAp3gYNbpWRg5XZQOn+VCG+6yuDn1qCrnH+K7+b/hJbWRvullQc46mr2Ban0z8HLMCwTaMLnGKzKue1QKAgqRFoABaVyhp9c0wG7sGkA4NkUAMdwAT0pktmEAdS1de8UHP/Au1aPRWJSu7nUW67VFYmhZ/hqSmZuqPiM1cSGYKR+beKpGea16EdSDxnK6XFmq52rG2fxI/wAK2orRmFZ2aMy0l8/acjmpkrMcXcvo+x8fiKzNC5pcocyvn7znH0HH9Kb0GjaiORWZZJnFIY9WBHoaVhh0pANYZFA0VhDulI7jkVD0LSueg2knnW0T55ZQTXA9Gda1RN2pDCgAoAKACgA70AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAdKACgAoAKACgAoAKACgAoAB0oAKACgAoAKAEoAU0AFACUALQAZoADQAUAFABQAZoAKACgAoAO9ABQAYoAKACgAoAKACgAoAKACgAoAKADrQAUAFABQAUAZ3iDxDp/hjS5tQ1O7jtLSIfNI56nsAOpJ9BzUSkoK8noXCEpvlirs+afiJ8b9U8dPLYaS0mlaKcqcNtmnH+0R90H+6PxJ6V87isxcvdp6I+lwmWxhaVXV9ji9NtQihUTJ6ACvAcm2fRqKSOmsdPCAHHPv3q1HqS2b1rZFsGt4wMpTSNiztenGB7V0xic0pGmFVF4GD7VvYxM+9nCIctWMmaxRyeu6zHbRsS3YnrXO9XY32V2eWalqE3iG8lgiYhAcNg9Pavpsty/m/e1UfK5nmPL+6pfNj9K8GSQHKqT619eorY+Qcnc1D4BimuIru3XZPEclcdfanyuJN+Ysav4XEto0W3ZKg3IcdP88iuiLuYSVtDxsaFKfifHGcqhsXZoyP4vMUA/kW/OtqnwJHPSt7Rnd3PhwLCfl7elc6R0t3M/wt4fN1q9yNmQnHSs/tGvQ6O58KhZclP0rpOcxPEGhCC0c7ecVzz3N4k/gPwczQC4dMeYcjIrntdnRfQ9H/ALCWGyZSvbOPQ1ZGxwOrWgjkdMYAalYq9jzbx/CIGtp+hSRWz9CKJbDi9T6x+ENj5WhwMOp5rNlHqUI4FSMlfKjr1pIYzOOKYDec0AKM96BFHVLsW1sxzzjp61SJYmgWZjgDP/rHO5j71LdyrG8gqRkhPFJDZj6q+cLnqauJLKOnR7rsn0NWyOpH4ms/tCNJjJUYrWk7aGdVXOZ0lilwUY9MitKhlTZqXp8kCQnAT5j+FYI2Y7SXMdtCD1Kgn696cgjsdDayBh1rJmpaHNSUMI2mmSPV8ik0O4pxSGQlvKlR/Q8/SpkrotM7DQZSbPYTkI3H0PIrinudMNrGnWZoFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAHagAoAKACgAoAKACgAHSgAoASgBaAEoAWgANABQAlAC0AFABQAUAFABQAUAHWgAoAKADvQAUAFABQAUAFABQAUAFAB1oAKAAUAFABQAdaACgAoAwvGXjHTfA+hzanqUuyJPlSNeXlfsijuT+nJPArOpUjTjzSehpTpyqyUI7nyP458e6r8RtX+137mK2QkW9kh/dwr/7M3qx/QcV8nisXKtK3Q+ywmDjh15lGzsySqqoHTpXkt3PWUbanS6fZiNRhPxq4op2OhsrcsgyMmuiKMZOxt2sGUABOT+ldUUcUnqaS4jU9vattjLcjnuCq5AobGo6nOatqKxRsScDrg1zSdzde7qeeXXn+Ir5oosiFeCR3r3MswHtpe0qfCj5/NMw9jH2dP4mdboHw8tLJQ7RtG7ckr0P4V9moqOkT4pyctZHRr4aEI3R7JB6Dg0aoejGtpaK2Shjk+lWpGbiVNQ0dpoiwXLoD07juK0i9TOUdDyKy0Fb34u3hVciDT488f3nb/wCJrrq6U4nJRX72R3Gq6KIrZzgDaMkGuZM62iH4aeG/Osri9dTmaRiOO2cCsW/eNV8J1N14eViSFz+Facxny3OL8T6Cbia3tFXmVwCPbvWbdzRI7Sw8OpYWkSRphVUDFZI1HXdmVhIIxxVCPNfEVoI52UjnGc+tNEs8g+J4C6cTg/LzQ9hx3PsP4UW+7wbp0wOd8eePrWTNNzuYlO7FSCJHJMhHYUihM80gFA9aYDJDsB9qYGDMTqWorEOY4zlvrTJOktY/LjAx0qWUWU/OkA5mwKAMa+O+X3FWiWJpsfzlqb2Eixew+bbkHnOaIuwpK5wzxG1v+nRv0rqbujm2Zoaud+mSEdWGzj/aOP61jHc1k9BqSCNY8duKGNG3p8+5RUNFo1UbcKgsDzxigGN+6aBDgaVh3ElTepqSkb/hO4EkckTffXGPpXJVXU6abOh7VgbBQAUAFABQAd6ACgAoAKACgAoAKADNABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAC0AIOlABQAUAFABmgAoADQAUAJQApoAKACgAoAKADvQAUAFABQAUAHegAoAKADNABQAUAFAAKACgAoAKADrQAUAFAB0oAKAKOtazaeH9LudQv5Rb2luheSRuw9vUnoB3qW1FXZUYuTsj41+JHxAv8A4j+IjeThobKIlLW1zkRLnv6seMn8O1fKYzFOq7LY+xwOEjRjruyjpunlgNwIavFcrntpWOj0/TSCHxgD1rSEerFJ9DoLODJ6fhXSkjK9jcs4lRB6/rW8dDlm2zShVU5HJrZHPqOmJYjPGKpjWhk6heLDGx3YxWUi0cHrF1Nq12tpAN7Nwcdh6114PCvFVEuhwY3FLDU3Lr0O88K+D47K1jJQeYBzmvvIxjTioQ2R8DKcqknKe7Ouhswi7SvHpTuKxHc6YHBaJvKf9DVJkOJnrKVlMNwgDjv61dr6om72ZBeXFtZOqufL3dCelNJvYUpJbnLaX4Tt7TxnreqxPvN3Dbps7RlfMJx9dwNbTm3GMWZQilKUl1G+NP8ARtJlVf8AWy4jQe5OB/OoRbOs8K6GumaLa26jGyMCsL6m9tDQnswFJxRcVjiJY1l8SGUjKxfKo9+9HQa3OwgtRKikjiszTYq6paDyiMCrRJ5R4xi2ydKtEM8S+JSB9PlHTNN7BHc+qf2edfXVfhtoyk5dIVU/lWMi4nqrYUZH4VmWR4x0oAAKAFbCrQBlavei3hIHLHoKoA0KxMUW9/vtyx96GxG4gxxUjJF6daAGTHCmgDJnwZCc1aJJ7FNiE0MEXZE/cqPakmDOQ1m18u5Jx1roi9DCS1ILs+Zb2qE/elUH8AT/AEoW7E9kUtQn+zSLn7poSG3Y1dJus4x0qGVFnRQycdazZoiekWNbntQTuNzj2oAXfRYovaJcC21BDnAbiuepG6NoPU7MHIzXEdQUAFABQAUAHegAoAKACgAoAKADNABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABmgBaAEHSgBKAFxQAZoAMYoASgBaACgBKAFoAKACgAoAKACgAoAKACgAoAO9ABQAUAFABQAUAFABQAUAFABQAdKACgAoAKAAnFAHy38fPiafFGuf2Hp8p/sqxciRkPE8w4J91XoPfJ9K8HH4n/l3E+iy7C6e1ktXsef6bpPmANjgV8zKXMz6mEeVanUWWlBQrH64NOEOrKcuhrW0IAyP1FdCRDNa1iHpjNbJdDnkzRjXC1qjnkTo3Gc4OK0RJWuroAetJsaRyGv6phCFbezHaAOpqIxc5WRM5qEW3sjp/A/hH7FbfaJ13XUvzOf7vt+Ffd4TDrDUlHr1PgcZiJYmq5dOh3cMGxQMV2nGEjhfvUCuMJDDINMRSv7VbqLpiReVPeqTsS1c57XoRc6XPHKvKqc+o46iuin8SOep8LOa+EAubjwVaXt4S096WuCT/AHCcJ/44Fq8Rb2jS6EYZP2ab6ljVof7X8WabYj5kjYzyD6cD9TWD0gbrWaPTra3CRgY6Cue50FTVHEMDY69qLjSOZstMEk4Y/wB7J+tJsaR08UIjjA6cUIGZuooCjfSqJPKfGsOWLAZxnitEQzw34gQGSxkA64pvYFuesfsoa4zeHI7R35gZ1x6fMf6YrJ7F9T6YikEi59KyLHqNxzQA/pkUAVbqcRITTQGDEjajd7z90NxTA6W3j8tAAMUrgTrSAkBwKAK9wx2mmgM48yVRBciG1CO54pMaLcjYH4VKGzB1uEONw4NbRZnJGJICZLJfR2Y/gpH9a0XUyfQzfE42x7gORzTjuEh3h+7MkKkkZ6c0prUIs7CylDqPasWbI0FNSVYUjNA7EbAigRExI5oERifBFNq407HbaBq66jahGP79Bhh6+9edUhyM7YS5katZGoUAFAC0AJ3oAKACgAoAKACgAoAKACgAoAKACgAoAKAFoASgAoAKACgAoAKACgAoAO1ABQAUAFABQAUALQAnagBKACgBaAEoAWgANABQAlAC0AFAAaACgAoAO9ABigAoAKACgA70AFABQAUAFABQAUAAoAKACgAoAPSgAoAKAAnFAHjHx2+L6eHLWbw/pE+dWnXbPNGf+PZCOgP98j8gc+ledi8UqEeWO56mCwjry5pfCj590LSmvZc43Y68V8dUm5yPtqdNRVzt7XTltlUEADPArSMLbicr7F6JFAx0xWhKJ4Y1yPT+dCG2aMJCc5FbLQwepaRiR6jtWiuZSGSThcnP1p3Ec/rGpiKNsMAaybvsVtuN8BaE3iG/a/uVJt4jiEdi3978O1fVZXg3Be3mvT/M+RzXGc7dCm/X/I9QGdKA81S0HQSDqv1r6P4j5v4S8kqTxhkcMD0YdDU2sO9yvK3BDcGmIy7q6a2ywOR6VaVyG7Edtrttc8eYA3pVcrQlJMxfHs2PDd+YGAnlj8iMj++/yr+rCt6C99M5679x26ljS7WLStGt7eEBYoYlRB6KBgfpWUnzSbNorlikZXgaH+0vEuo3rDIXESH2HWpquySLpa3Z6Y37uOuc3sc5q0pmcgZwKBkumWvyhj0pAaTKVXFUSZWojKH+tUI818XW25HOM4FWiGeJ+LrLzI5UI+gqhIufs36mdO129sWxjzhIBjsRg/yqGV1PsHT5N8Kn15rI1NGOpAJG2qTQBi6lKZfkHfiqQFjTLT7PEPXrQBpikBKvTNIBS3HWgCrO3X+VNCZUQZkqiS4owVHvUlWHSydjTEZuofNF61aIZhsmbq1Horn9VrXozPqZnihQ0JGTkcinDcU9jD8P3fluVz+VaTRlBneaZcgquT+VczR1Jm3E24DFQWSk596Q7jSKAZE4oEVp488incLDbDUZdOukkVuVP5j0NKUVJWYRk4u56Pp97HqFqk8Z+Vh09D6V5kouLsz0ItSV0WakoKACgA70AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAC0AIOlABQAUAFABQAUAFABQAlAC0AHagAoAKACgAoAKACgAoAKACgAoAOaACgA7UAFABQAUAFABQAUAFABQAE0AeRfGj4zr4NjfR9IdZNadMyS9Raqe+O7EdB26n0PFicQqKstzvwuFdeV38J8y2Fnc65qDzSs80jsWeRzksxOSSe5r4/EVXJ26s+5w1FQXkj0rS9MWxgRVXacdainC2ptUdy6QSDuB4NdBz2IgAe+M+/aoepWxYiQMByRn+VUkS5FyI4O08gVojJllpgExnA9a1Whi+5janqiW6klsYrOTKXmc5p9lc+MtYFpBuSEcyyqPuj0Hua9XL8G8RPml8KPHzDGLDw5Y/Ez3DSNOg0+ERRII1T5QoGMAcCvuGrKyPhr3bbLsrgqVYZU9QagZy180/h+4M9rl7Rzl4T/AA/St17+jOeV46o1LHVLXWIvkfD45QnDCpacTRSUipqOjyzKfKlU+zcVcZLqRJPoeQ/EWHXvDMMt5bWUt0EG7EJr1KCp1NGzysQ6tNXirnmnwi+NuqfFH4jR+GbrT7i0isg15MZHBHyYCgjAP3mH5V04mhHD0+aL3PPwOMniqzpzjax9Ga7c/YrCQg4wprxIq7PpJaId8LoxHp8jn7zNkn1rKq/eNaS907K8ugFwDkmsLmxmpb+c+5un86ANKFAqgDjFMB8nK0CZlXybgaq5Jw/iC13q4xVoTPIfFOnZkkG39Ksg4jwVM3h/x9Cxygk7/TB/xqSnsfamg3AmsonByGUEc1kzRG3HJgCpsMhunyp5xQgKMNvvl3HmmI00AAAFAEqe9JgiZelIYjnAoApTHJPaqJIYuWzTEXIl3TKPQE1LLEmGDTRLKV4u6MirRDMjy83kR9EP6n/61adCOpleKUIg3AcCqhuTM5CzYxXAYZAzzXRJaHPF6naaVcgEds1ys6kzqbR9yCsmaotjpUlIDigYxuc8UAQsuRzQwKV1bH7woTJaNXwjrZsrwW0p/dScZPY1jWhzK6NKU+V2Z6AOa4DuCgBaAEoAMUAFABQAUAFABQAUAFABQAUAFABQAUALQAlABQAUAFABQAUAFABQAdqACgAoAKACgAoAWgBByKAEoAKAFoASgBaAA80AFACUALQAcUAFABQAUAFABQAUAFABQAd6ACgAoAKACgAoAKACgAoAKACgAoAKAKWt6iuj6RfXzDctrA8xX12qT/SgD4PstSm8U6rd3l65lvLiRpZWz1YnJ/nXyGNrWk+7PuMFQ91JbI73w9ov2UKUGAfWvIhdu57rSSOuW3IHXHHpXejgkyCVdoPTNW9iEykPlOc9fasEjVsmR+Rnr6irRDJluAnf6+9WZPUo32riFWG4AY5PpS5iWjkjJP4k1WPT7P555STgn7oHUn25H5iu3B4SWKqcq2ODGYqGGp8z3Pb/AAZ4Tg8N6ZHCgBkxl5D1Y+tfeU6caMVCGyPgqlSVaTnN6l2/vXtUd4wGZM5U9xW61Od6Eumava6vAHQ/N/EueQfpUuLQ1JMnuNNguoipOQfWhNoGkzjtU8GXdtL52nzEMDkCuhVE9JGEqbWqKC+Jdc0cbLuya5jXjIHNPli9mTzSjuipqvxL0W2sppr8GzRFJYynaB+JrWFOTdkZTqwiry0PLPgpqmieK/if4o13SEj8tUitfNRcAklmPPfovSu3FuUacYSODBOE6k6kT1Tx1Psstn944rzaZ60ybwNdm3sgB3Oaxqas2g7I637RvBYnmsbGty3E4AAoC5aj5NAx8vI4oAzrsU0Sclrce3dkGrRLPPPEumiQbgpOfaqE0edeJdAewu7PUUQgI43HHbpQDPpv4c3v27w1Zykg5QZI/Ks2Ujq/NKkehpDuDSCQ/Siw7ksQoETL+lIRKtJlkqtgGkAyQnsaYio+SDTFYbAvPWmBatuZXPoMVLKQ6dc0ITKk6hkNUiWZG3F8i8f6r+prXoZ9TK8VJizc4zxVw3InscZEnKsRgGulnKjZ0y5w6qTnHSsJI6Is7TTJy6DPBFc7N0zXU5GagoUmgY0tnjpQMaw4pDI3XKkd6Q0Z0kWyUEcc5Bp3E0emaNcfatMt5M5JQAn3HH9K82StJo7YO8UXaksKADvQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB0oAKACgAoAKACgAoAKACgAHSgAoAKACgAoASgBTQAUAJQAtABmgANABQAUAFABmgAoAKACgA70AFABigAoAKACgAoAKACgAoAKACgAoAx/GNpJqHhPWbaBd001lNGi+rFCAPzpAtz4J+GVzBc388ErnzI5NjZ9a+Ixcf3rTP0jC/wlJHulpstrUfTOa51aKNn7zGy6kFUrnOatTM3DUglvFdMAiq57mfLZlYTFWIPbsKa0BjjcCIZJ6VaM2zL1LV0hjYk47UpMSOB1fxNfanctZ6Xbm6uWO3JOI4/dz2H61nKapq7NI03Vdlsd58FvCH9i+Lo9QvJjdajLZzRPKRgAFo22qOwyte7kdSc68ubseDn8IQoRUe57q04BwK+3PhDD1GbeWXbx644qkQcdcvPpV6ZoCy5OTittGtTHZ3RuaX47R8R3IKuO+KzcDRSNmTxXZQw+ZJOig+ppcjY3JIytQ1m8vIiLW1FuD0nu/lB9wn3j+OPrWkYpbmcpN7HlXxA0vR7iJvtaDXNVIO0Om8K2P4EHA/n713Up8nkjhq01PS12Yfws8P33gYEXtjJp015emURSxmNthRQpwQPQ0Vqsa2sXcWGoyoLlkrXPRfHU4ka3T1ya44aI75ass+FcJZqOc9axlubROqjfelQWW4ZcH1qQNS2kyB1zSLLB5AoAp3kXBIGaBM5DxEfLjJPH1q1qScbfhZ4QepyBTDcW70K2v9IMMyg5U/Wl5DO6+H1mNK0SC1U5EYxzQJHXMu8dKkBI1596YFqMUgJQMGkNEgNAxwNIZHI1MVyux55oJCMck0wLFryrkdzUMskc5oQFeReo7VRJjT/JqtuMYzG38x/jWy+ExfxIoeL0/4lVwRwQhNXT3RNTY4nT8T20Trjlc10z0OWDuLHN5M20noehqLXRpex2Wg3e9V5rmkjoizqYW3KKyNR7cCkVsRNkc80CYLJnrQFwbBGaRRTuEw1SUjsvBMpk0l1J4SUgfkD/WuOr8R0UtjoKxNgoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA7UAFABQAUAFABQAUAA6UAFACUALQAlAC0ABoAKAEoAWgAoAKACgAoAKACgA60AFABQAd6ACgAoAKACgAoAKACgAoAOtABQACgAoACM0AfAPxe8D3/wZ+M1/PHE/9g6zI95aS4+UbjuaPPYqTj6EetfN5jh3zc6PtspxSnT9nLdHWaF4sk1CBQOg9uK8NRZ7MnFPQ0XufMDHJUDsKbjYlSGrdbQMc0JWB6jjeqPmwc46Zp8xDTsQXOpqVPzAfjT5jPlOd1JhfMQ7ER9xnk1nKb6FxgupqaU1nYwiKGNYowOTjk+5rNRcmauSirI6j4f67Ff+NJLeFtwtbF5XxjjfIqr+e1/yr67JKVqkpeR8dntW9OMfM9IutYigVizAYGeTX2SR8W2S6beQ31oi5GQxJPtSejGmrBdaOLtSyQqo7NL8o+vqfwoTE9Tm9T0DTlk/0m/3SE/6q1AXPtnk/litFKxm436mjonw+vrplk07SPsXpeX7HcPcbst+lYzxMVu7m0MPJ7Kx1ln8GoLj59Y1S5vSesUJ8tPpnqfzFcssXL7KsdMcNH7Wp12ieDdE8Ngf2dplvbP08wJlz9WOSfzrklUnP4mdMYRh8KPBfjxeeX4yMmceVNCmc/7I/wDiq9jCL90eViX+8Ob8S3ouZ4WDZ+XFbLYjdmxoMoW3j29cc81izVG4t6EBBPOM1Nh3FbWI4mUE47kUWC5q6drkcj7d/wAw7GpaKUjooJFdQRzUssbOmRQBx/i23Mlm5ThgDVog8wh1Av8Au3AVlfofpVWEbVoZLqQfNhQcYoEd74eykQGeMd6TGjp4n3LUsZIq4alcCwgwKQD15oGPH1oGh3SlYLkTc96ZJCRyaAFHCk0DJ7T/AI9we5NSUP8AegCJxk5qiWc/rrfZ9R06XGAxeM/iAf8A2U1tDVNGM9GmHiWLztIlOM5jP8qqnuTU+E8u8FX4u7WeEkF7eVkI9jyP613Vo2szgoSvdF7VB5NyrDgHvWMdUdEtDb8M3mSFyMVlNGsGd7aPlRXMzoRa61JSGsvHNBRC6mmSxgJUcikFxkzbhUtFo7LwfCItKZh0eQt/If0rhqP3jqp7G7WRqFAB3oAKACgAoAKACgAoAM0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUALQAg6UAFABQAUAGaACgANABQAlACmgAoAKACgAoAO9ABQAUAFABQAd6ACgAoAM0AFABQAUAAoAKACgAoAOtABQAUAc34/8AAGj/ABI8OzaPrNv5sD/MkqcSQv2dD2I/I9DkVnOEakeWRrTqSpS5oPU+OfF3w88QfA7WPs1+W1DQ5X/0XU0XCv8A7Lj+F/bv1Gea+exGElSd1sfUYfHRrqz0Y1/FEdzGHiYY+uK82a0PXoyT3NLTNWF2VUDJ9Kxv0OiSsO1fUFtYmO1htH8IqlDm2MJT5dWcZfeJJpQFjQoM8k9a39ikjD2rbKbauYkaWVtqKMlm4AHuaaoKT0Jdfl3Z5z44/aL8P+GopoodQj1C6TjyLRxIc+hI4Fezhspr1/gjoeFjM6w2FXvz17HsP7Ilrres+B9V8b6lCUm8QXAeDskVrFuSNQT/ALRkJ+tfT4TCfVE4Pc+XxeM+uctRbM9WvNN1K6V5ZZDBFnOeASO2ARXpppHmNNnXeAvD+rNbk2Omyzbjn7ZfOFQf7uAP0BrmqVoI3p0ps7uD4b3d+/matqshzz5NmNoHtuOSfyFcssS/so6lh19pnTaL4T0rQRmzs40k7yt80h/4Eea5pVJT+JnRGEYbI18CsyxaAGmgD5Y+PsjS3+tSqSHjuRjP+yqj+le9hdII8TFayZxLah9pSJ8kBgCPTpVPQS2Ot8P3IbC7uDWbNEdHNbs8an8PwpDZm6vYyFVYZUheoqkJo43U9WvdAuBIHOzOcdKehOqPWPAnildc02N9wMgGGHvWMkbRZ1xbcuag0OT8VLi3cjI9qpEM8ehhYajMcHGc4rQk7PSIVIBHcDnGDQB2eljag9Mdalgbtu/H1pDLatU2GTrSAep/CgB/TtQNAW46UDIiwpkkZOaAEkbERpDLcHyxKPapKFJ46UIBh5FUSYfi6OVdLS6hTzJLWTzSOvy7WUn8N2foDW1Jrms+plVT5brocp4I8cP400q+tr6GO11Gznktp4oydvqjDPZkKn8SO1ddWkqUk47M46VZ1k1LdHlHhXVG0P4p6pospCrcIXjB7uhzx/wEt+VehVhzUVJHnUp8ldwZ6Br6fIHHUV5sNz05jfD9x5c6hj1PFOotBU2ek6dLlF5riZ2pmorZFQWNc5NBQzOBQJjSQeaCSNxuFDLOk8FXvE9qx5HzqP5/0rirLW500n0OprnNwoAO9ABQAUAFABQAUAGaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADNAC0AIOlACUALigAzQAYxQAlAC0AFACUALQAUAFABQAUAFABQAUAFABQAd6ACgAoAKACgAoAKACgAoAKACgA6UAFABQAUAVdT0y01ixms762ivLSZdskE6B0cehBpNJ7jTad0eG+K/wBknRdRmkm8P6ncaGzZP2Z18+EfTJDD8zXn1cFCe2h6dLMKlP4tTmLD9k/xRZz8+JrIxA8FY3B/L/69cX9mO/xHovN018J2dj+zFb3Cp/bfiG7vAOsdrGIh/wB9HcT+ldcMDCO7OCeYzk9EdPYfs8eBLGIq2jG7YjBe6ndz9euAfoK6Y4alHocssXWl9o+Qf2i/2AddvLy61Lw3qt74g0eTLf2fdzM89qPRQTiRfcYb2PWvToOnF6qxwVZVJLV3PkDW/wBj/wAY6U8ktnp8zlTtZF6/QivXjUdPWDPLq0oV9KqP0J/Zg+E2v+FfhB4W0OXTs31vC0lxM3yxCR5GccnrtDAcZ6VzSrrWUt2XChy2hDZH0j4f8AWunhZ9Q26jfA7g8gyif7oP8/5VwVK0p6LRHbCko6vc6sLiuc3FoAKACgAoAD0oA+YPi5btc6hr69f9Jevdwz9xHjYhe8zyXTZiLKEH70fyHPsaue5ENYnYeFbzfOEOR6GoZoek2a+ZEB+YqGWF1GcKCMjoKEI4vxzpaT6ZMSowQcZ7GrRLOQ+HXiOTQ78Rs/7pjg4IwPSk9QTsfQWl6ol1bowPJFZNWNUzL8TfPGFHJbjFCGzgV0tFvHfPfAOashmnYx+TIpA6e9MR1dg/QY7VLA2YW4ApFaF2NsigZYRqlgShqQD1bFAw69KAImGaYhh4HNIBkvIUepoGi4MBRSsUGaQCE81RI08qR2oA8Y8b+G7z4f8AimLxXpA36S+ItUsgOViySJY/9wknb6FgMZr1aVRVYeznv0PKrU3Sn7WHzR5h8aLlPDfj/wAOeLIsNbLOvnlOQUPDH/vkmvWwsfaUpUnueNjZexqwrLY9f1TElhuAB28bh3rw1pKx77d43RjaZIUlQjqGxzW01dGMXZnpuiz740OcGvPluehE3o24rNmg84NIpEbhfWgZGSqe5pkjN244oBFnRbr7BrFu5+6zbG+h4rCorxZvB2Z6KOgrgOsWgBO9ABQAUAFABQAUAFABQAUAFABQAUAFABQAtACUAFABQAUAFABQAUAFAB2oAKACgAoAKACgBaAE7UAJQAUALQAlAC0ABoAKAEoAWgAoADQAUAFAB3oAMUAFABQAUAHegAoAKACgAoAKACgAFABQAUAFAB6UAFABQAUAFABQAUAFABQAYyKAKtxpNldyiSe0gmkHR5IlYj8SKabQrIsqoUAAYHpSGLQAUAFABQAUAFAARQB89/ECz87X9fjI/wCW5P5qD/WvZw79xHk1leTPBdv2K+uID8o38A10z7nNDTQ2PDl4Yb8DPccZrI2TPZNElE0KHPVRUM0RoXMAce4pDZi61p5urKRCMhgRwapENHz3dtLo+qz28mVZHIGTg1RB6b4M+I0MEccV1IRgYz1pNXKTsdRqXiu2unLxyh1xx7D86nlL5jBfXV3ZyOTycVdiHItabrUc07Ido570WEdxpjb0U+wqGWjYiGMVIy5EcAUFFlTx60rATrjFSA8UAB96AGHPPegCMnn0p2AZ1nUelJlItlsUDEz70AGaCWNPTFAFPUoEurZ4pFDxsCGBHBFXF2dyJK6sfK/xT0cQWl94XuDu8uNrnTWfktCCN6fVCy/8BYehr6PCz1U18z5nGU7xdN/I7n4fa0fEPw+0ueRt832cRSnOT5ifI35lc/jXFiYclZ2O7B1PaUItkllJhpB1KnNT0NE9T0Hwzc+ZCvNcM1qd0HdHWwtxWDOgn7VIxm3JyaBjGAPGKAGFQmeKBFeQn73QjoaTRSZ6XpV2L7TrebPLoM/Xv+teZJWdjuTurlqkUHegAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAWgBB0oAKACgAoAKACgAoAKAEoAWgA7UAFABQAUAFABQAUAFABQAUAFABzQAUAHagAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADvQAUAFABQAUAFABQAGgDxXxtbEeMNZXH+s8twP+2aj+lerQf7tHm1l77Pn3x1Y/2brLSgcMa7nqjj2ZmWd15V7uHX731rFmqPY/Bl+lzbx8dsVLKR2mxXGQSKg0Kc8B8oqTnFMk8d+J3g9ppXvIEG/OW21omZNHmEcs1q+yQFCDTEbVjq8ibBv46YzQI2vt+6FXJApgSWd26T5VuM5xnpRcZ7T4Wm86zjY9cD/wDXWbNEdOgzUFFmIYFAyynGOtJjJl+tSAE4oATfVWATdz6GlYBCSadgGxHMzH0qRk+7NAC5oHuFAhelAiCYZQ1SEz5y/apuYfCvhG48Rsq/abEg2uerynjZ9Gzg+2a9rBNt8p4eYWhDnfQ5v9nrxjY+J/CNzNZMVhaXzlgYgtCWHzxn/dZT9dwPeujGQakmzly+rGcWonbQy+VqpQ/dkBFca+E73ozt/CkxUshzwa5KqO2m9DurWTKiuVnSXVORxU2KF25+lIpDGIBoGRuMjNAmQOM9aBI63wPdeZYy25OTE+R9D/8AXzXDVVpXO2m9LHTVgaiUAGKACgAoAKACgAoAKACgAoAKACgAoAKAFoASgAoAKACgAoAKACgAoAO1ABQAUAFABQAUALQAg5FACUAFAC0AJQAtAAeaACgBKAFoAOKACgAoAKACgAoAKACgAoAO9ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAYoA8p+IEAj8asccTWcbfiGcf4V6OHfuHDXXvHj3xK0T7TDIwX5lGQa74vocUlY8ljlKTRg8EfKaTQJnpHgHUvLcRs/cEc1Bdz1m0l3jg8YBrM0JJ1wCfWgRzWt26zB1ZcitESzzDxD4PimlZkUAnnIFURY5t/DUsXQ5xyDQIu2+kSxoQWBHWgdje0/S1CKSobIAOKQz1Pw5GYYFXGCoA/CpZSOnikycfjioKuXI6BlmLpikxkv1qQEIGOKAG1QARSuAh6ZFMBLccE1I2S45oEKP8mgY6gA7UCGSDKn0poGfMv7VOmv4wFppCA/ZbFWuJR2aVhhR/wFc/99V9Bl9oe+z53Ml7RKHRHzl8ALyX4ffFtNMaQpp+ro9o8bH5fNxujb65Xb/wKvYxcFVouS3R8zgJPDYpQ+y9D6b1CQxXiuvUEHNeDFH1sztfDlzi63A/K4Brlqo7KTPQLGYsoya4mdiNSNsipZaH596kZG1BQE8e1AETigDR8J3X2XWlQnCzKUP16iuesro2puzsd71riOoO9ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAHSgAoAKACgAoAKACgAoAKAAdKACgAoAKACgBKAFNABQAlAC0AGaAA0AFABQAUAGaACgAoAKADvQAUAGKACgAoAKACgAoAKACgAoAKACgA60AFABQAUAFABQAUAFABQAUAFABQAUAHWgAoAKACgDzb4np5PiDR5v+esMsf5FT/Wu7DPRo5K61TOC8Vaf9ptnIGeK7os4pI+fvEunSafeswXapORmtGZLRmn4WvxBfI2SAcdKzNEe5aLdieNGznioZZtuoZR6UirGPqdqxVzjIqkS0cffoPMGTjtmrJKUlgjoSVycd/SgLGTqluYkYINpx1HrQITS5W85FYMckZpgel6JL8gBJ44GallI6CGUqUbqO9SUaSP37VIXLcbZApMolBytSAFaAEI59adwDp2pgRyNtQ+tJjHRLhAKQEg4NAhwoK3AGgQpoEQ3EgjiJPTuPbvVLcT2PM/F/hkX1vNK67pZSXcn1r06NTl0PNrU+bU+Nfjb4cufCes22r2ilJ7adZ0Zf7ysGH8q+kw81Ujys+Px1J02qkd0e+w6tDr2mWOp2xzb3sCXEfsrqGA/DNeLKPJJxfQ+ihUVSCmup13hy5/dwsScrlc1zVUdlJnpWlz7kX1xXntHoRNyI1BoiwMEVBQ1gD+FBQwg0ARNnNAEazNbTxTpw0bBhj2NRJXViouzPUYZFliR1OVYAg+1eadw6gAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAO1ABQAUAFABQAUAFAAOlABQAlAC0AJQAtAAaACgBKAFoAKACgAoAKACgAoAOtABQAUAHegAoAKACgAoAKACgAoAKADrQAUAAoAKACgA60AFABQAUABoAKACgA70AFABmgAoAKACgAoAKACgDgfi3DttdHugP8AVXflkjsGU/1Arqw795o5q60uchfxGW0Jxniu9HEzxr4i6KNruoxkE/St1qYyVjz7SroxTqM4NQxpnuHgvUvtFpES2SAASe1SzRHeIdwBqCirdpmPpTQHn/iJzay4IOxvatFqZsz475HQDcMkd6AuU7+fDDPftQMls/LeZiMEjnle3rTJudzosoKbh68+9SykdHAQQMHrUlGrCQVH5VIy4gGBSuUSAHHWkApyKQCFqYAGpgRTtllX1NIaJ1IA4FIBRzQAuKAFBoEB49qAKtwPMbYO9UhMzdUtQ6lcDFbxZhJHz38d/BS6xo1yBGN4BI4r2sLV5WeHjKPNFnnfwK1o3Hg+TQ5iRc6PM0ag9fJdiyH8CWX8BXRio+9zrqcOAn+79l/L+R7F4fmKZTPIIIrzaiuj2KT1sek6HchkUZH0rzpI9OLOntnDAVkalxW4pMoUnAqRjGNIojODmmBXl5GKGB3vhK8+16JCCctFmM/h0/TFedUVpHbB3Rs96zLCgAoAKACgAoAKADNABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAC0AIOlABQAUAFABmgAoADQAUAJQApoAKACgAoAKADvQAUAFABQAUAHegAoAKADNABQAUAFAAKACgAoAKADrQAUAFAB0oAKACgAoAKACgAoAKACgAoAKACgAoAKAFoASgDkPivb+f4KvJB96B4pgfTa4z+ma2ou00ZVfgZwtu5ms1PqK9M885XxXp/2m1kRlB4NaRZnI+fNXtzpuouQNpVsgdqtozR6N8P8AV9snlnAU+hrM1PZNPk81BxzWZZJPHlKBnBeMrU7Mr2rWLM5HBLfPbybTkAdc1ZBYS7+0Lg9iKkC9Zt84IUZPSqBHX+H5SMg5GOCM1LKR1tscqpB/CsyzWt2wAKkdi/H05pFEgbFKwChhQAvB69aQCFQBmgCHbulz2FBROMA9MUEj8fSgY3PNAhwoGDdKBENsu+R27CqEQXke7NaRM2jzzx1pi3FrJkZyDXbRlZnFWjdHhvwy+FV5rXxkng02UW8c9lO824fKdoyoPpl9nPbmvQxeJVOim+55eFwrqYh200Z3GmRTWd/NaXEZiuImaN43HKsOo/MVzcylG6OxRcJWZ3ugXOQvPX0rhmtTvg9Ds7KQlQf1rnZ0GkjZ5pFj9pY+tSMZJ1pDRGaBkMg5A7UmB0XgS623F3bE8ECRR9OD/MVyVlszppPodl3rmNwoAKACgAoAKADNABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABmgBaAEHSgBKAFxQAZoAMYoASgBaACgBKAFoAKACgAoAKACgAoAKACgAoAO9ABQAUAFABQAUAFABQAUAFABQAdKACgAoAKACgAoAKACgAoAWgBKACgAoAKACgAoAKACgAoAx/GNkdQ8KaxbgZMlpKo+u04/Wqg7STJkrxaPIfDFz9o0qE5yNor12eaiTWLYTW74H6U0SzwP4haOYbh5AuM9xWxi1YyvCWpta3ETbsMODk4qHuUmfQfhy9FxAjgggjsazZomdCVDrk96RZzfiKxE8Lc849KpMhnkms6cYJd2zKnjrWxkU7R5IpdpDY9DQBqJKQqEc+2aAOt0CbdKxGBu5xUsaO3sgCB0xWbNEatuckc0hmlGflqWUPP0pAAPqKADGR1pgBJANIBsQOeaQyc9MYoEJ0oABzQA8dKAI5m2oT7UAOsU22+e5OabBDLlM1SZDOV8S2YltXGOcV005WZhNXRD+z54dWLxJ4g1UrykaWqN9Tub+S1hmFS6jAvAU7SlMm+Ovgb7FdR+LLCPhSqX6IOozgSf0P4e9ZYOvb91L5G2Lo3/eR+ZxWj3HlTlcjGe9ejNXRwwZ3enSlVWuRnUjahlB571BZaV8ipZQ11zSKRE64oGMYDyyTxSAm8N3f2XXrV+iufLP4//XxWNRXia03aR6VXCdYUAFABQAUAFABQAUAFABQAUAFABQAUALQAlABQAUAFABQAUAFABQAdqACgAoAKACgAoAWgBO1ACUAFAC0AJQAtAAaACgBKAFoAKAA0AFABQAd6ADFABQAUAFAB3oAKACgAoAKACgAoABQAUAFABQAelABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFACOodSrDIIwR60AfPnhPNotxZsfmtpnhOevykj+lewtUmeW9HY6K5iDwnjrxTQmjyzx1pPmQvlNwwRnuK2izKR4zHusNQZCcDd1HGKGSj274e6uLi2UMx6dzUNGiPTIDugU1maopahDvjII4weaaJPOvEGmgqRjIJOMCtUzNo5MWrRSgEDGcfKaoksFNkSHB4zxjNAHSeHhiYYPGOhBpMaO909zsXP5is2aI1rfkjFSM1IydoFIokBzUgFABzQAMTjikARA9aBskI4oEANAAOTQA/tQMhujiM+tNAWrZdsCj2pARyrnNUiGY2rQboWHtWsWZyR03wn0kad4YaYjDXdxJMfoDsH6Ln8a8/FT5qnod2Gjy0/U668s4dQtZba4iWaCZDHJG4yGUjBBrjvbVHU1fQ+afEOkjwx4rvNPRj5UT4jL8kqQCufXg19FTn7SmpM8GpH2dRxOk0ibdGuWBBAwayZqjoLdwAOKzZqXFORSGh+4VNihjMKRRGcNkH60gKO9oZQ68MrBgal6qxS01PWbWcXVvFMv3ZEDj8RmvNtbQ7VqS0DCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAFoAQdKACgAoAKACgAoAKACgBKAFoAO1ABQAUAFABQAUAFABQAUAFABQAc0AFAB2oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA70AFABQAUAFABQAUAFAAelAHztHcCDx74igHC/bpSBn/aOa9Wn8CPNn8TOrX5oTVk7nL+I7Hzom+WrTIZ4H410s2OoGZVwrHJFaGWzOg+HOseTMF3fKwzipLTPedNnEkAIOcis2aokuVyrccdKQM5LXLMYOV4PNWiGcTcWwSbA4+Y9q0IGRqOnGee1MRu6LEizAqM5XtUjR2lkoCLx17ZqC0bNoeRUso1Y+RUlEgx3oYCjFIBOlADWoAkjGB6UhscTnvQITNAxyjnNAh/agCvcjcFHqRTGXlwEApAyKQdaZLM3UkzC2OuOBVpktHo2j2Y07SrS2Ax5USqfrjn9a8iT5pNnqRXKki3UlHgnx0sWs/FVtdgYS4gHPupwf0217WClem49jx8ZG01IyfD155iKu7HpzW81qYwZ2Vo42jJrBnQjRjYYqSkScHrSGNZc1I0IVCqTSZRUlhAYn15pDR3Pgy/F3pCxE/vIDsI9u3+H4Vw1FaR1wd0b+KyNAoAKACgAoAKACgAoAKACgAoAKACgBaAEoAKACgAoAKACgAoAKADtQAUAFABQAUAFAC0AIORQAlABQAtACUALQAHmgAoASgBaADigAoAKACgAoAKACgAoAKADvQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAAaAPlu+vfK+KviJM/dv5VI/Jv8A2avVpfCkedU+JnoVu26EVZCKWpW4khbjORTQmjyH4h6L5ttJIBgqDzitkzGSPO/D979ivV5Iw3Uc0gPozwhqIvLGM5Occ1mzVHRuN6HmpKsYmq23mKQOo7VSJZ59q0LQ3JIGcmtUZsoWkitcqOmcj+dDEb+lcSKAeQOlIaOvsW5GSeKllG7ZnODnipZZqRHKioHckJo2GL+tABnHekwEpDRKn3aAYEUCCgaHrQOw4mgkgf5p4x75oGXO1ADCBjBoENtbYXmp2kOMgyAkew5P8qmb5YNlQV5JHoA6V5h6IUAeafHbRje+Gbe+jXc1nL83sjDB/ULXfg58tS3c4cXDmp3XQ8j8OzQyYUgqeh7Yr1Zo82DO+sVwqEHcD3rmZ0o1oRkCoKLKgDqaCh3HapGRsN3FIoa6jbz+lKwFvwhemx13yWOI5wUJ/wBrqP8AD8a56qurm9N6nodcZ0hQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAdKACgAoAKACgAoAKACgAoAB0oAKACgAoAKAEoAU0AFACUALQAZoADQAUAFABQAZoAKACgAoAO9ABQAYoAKACgAoAKACgAoAKACgAoAKADrQAUAFABQAUAFABQAUAFABQAUAFABQAdaACgAoAKAA0AfHWv6iIvjf4xgJKmO9SUD/eUg/8AoIr1aa92J5s/ikesabcLLAmDngVoyUXJk3xkdaQHFeK9L8+2kKna2DzitIszkjwLVrVtL1YhhxuIq2Zo9b+GmsBoo49x6AYY1DNInqUUgdcdQazNEVbxNwbjtQI4LxLEIpt2MZraJm0YcW1bpSCQATVEnQWAXKuPWoGdVYjZ0qS0b1n8qipZRpRnjg4pDuSYPrQMKVwFzzQwAUholUcUhC9KAAUDHAGgLik8UAQx/Ncj2FAFw9KBDD0oA0vC8Pm6nJKRxGmB9Sf/ANdc9d+6kdFFa3OsriOsKAKer6fHq2l3VlKA0c8bRkH3FVFuLTQmk1ZnyRC82m6pLB92WNyjA+oJBH6V9KnzRTPnWnGVj0DQdV3xBWJBHpXNJanRFnU2s6yY9ayZqXFIXGSDSHsSKcikUDHHt70rDuV2f5WwfqaLBck0Wye7120C8AMHPsBzmsarUYs2p+8z06vPOwKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAO1ABQAUAFABQAUAFAAOlABQAlAC0AJQAtAAaACgBKAFoAKACgAoAKACgAoAOtABQAUAHegAoAKACgAoAKACgAoAKADrQAUAAoAKACgA60AFABQAUABoAKACgA70AFABmgAoAKACgAoAKACgANAHwx4/1D7J+0r4nhyFE8TEe7Kyf03V61P+HFnlz/AIkkexeE7zz7dPmBGK0ZKOmIypqSrGXq1qZY2BGQR6U0S0eF/ETRHiQzCMZVjnHWtt0ZPQr/AA81Yw3iRsxB4wB/WkM990y5E8KnIJIFZM0RZmXdmkM47xNZGSE46g8VomQzjimJgWU9e1aEG1pUoCKM9+oz1qWNHY2XKg5xn1qC0dBanCipZRfjI+lIdyXr3oGOBxxUsAzT6AKoywqRolxx7UCEoAUCgB4FADX4oGMg5mc/QUBsWmPFAiMtxQB0fhKDZZSTEcyucH2HH+NcVZ3lY7KStG5u1zm4dKAENID5B162d/FWrrLIFkjvJQ+71DnNfTUv4a9D56r/ABJI6rw4EQIVPmt/Os5mkTtLSUOABjI/SsGjZGgoGAS3PoOakoeGPYY9yaBjWck+vvTsFzhviN8XvDnwztyNUuTcak67odMtcPcSenHRF/2mwPr0rjxGKpYZXm9ex24bCVcU7U1p3OR+BHxa1vxF8SbO+1uVbWxv0e0gsYuIoN2CvPVmLKo3H14AHFfOU8wliK9pbdD6StlsMPhuaPxLdn1vXrHhBQAUAFABQAUAGaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAFoAQdKACgAoAKADNABQAGgAoASgBTQAUAFABQAUAHegAoAKACgAoAO9ABQAUAGaACgAoAKAAUAFABQAUAHWgAoAKADpQAUAFABQAUAFABQAUAFABQAUAFABQAUALQAlAATxQB+fnxnuDbftRXO3IEkssZ98xH+oFevT/AISPJn/FZ7B4Dvd9qoJH0rR7CR6BC+8decdqgsSdcpzyKBHnnjfRhcWsw2g/L0x1rVMiR43pEv8AZuqmM5G18c9qpkHvfhLUPtFqmW5wKzkaJnVfeB9+agowNWhEikHHI6mrRLOI1KzMUrdSCcfrVogk02U5jBHc9qbBHa6W4dVBHQdahlo6S1I4GOMVDKLsZGPSkMlzQMcMGgA96TAenWpAkoAQUAKtADhQMa5xQCEs+S59TQNsnc0EkMrYQmmB3GkW/wBm0y2TGCEBP1PJrzJu8mz0Yq0UXKgoKACgD5f+NOltovxCuykKGK+RbhC3HJGG/wDHgfzr3MJLmp27Hj4qPLO/cxvDl9cCVY3jWPBA6jn3rpkjngz0ayvjIi72JbHIFc9joTNu0lMgGBt9zU2Hc47x58cvA/w3MkWs65C1+g/5B9qfOuM+hRfu/VsCuStiaVD+JKx2UcLWxH8ON/yPnvxn+1l4l8Zl7Lwfpv8Awj9ixKm+nxLdMPVR92P/AMePuK+cxWcuzjSVvM+mwmSK/NXd/JHG6J4VkkeS6vpZbq8nbfLPO5eRz3LMeTXydTESqS5pM+tpUI048sVZHpfhpW029094SVkiuIimOxDgitsPN+1i13RjiIr2Uk+zPvSvuT89CgAoAKACgAzQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAZoAWgBB0oASgBcUAGaADGKAEoAWgAoASgBaACgAoAKACgAoAKACgAoAKADvQAUAFABQAUAFABQAUAFABQAUAHSgAoAKACgAoAKACgAoAKAFoASgAoAKACgAoAKACgAoAKACgD87/2i5lsf2jDcEnampR5PXg7Qf0NevS1pHlVP4p6l4IvGgmeFmAINWtUJ6M9UsZtyjp0qSkWnAYelAWMTXbMTWzggEnj61SJZ8/8AjHSzpmtl14VjWxi0d78PtVzEiFuBUMuJ6jbOZEz7VkaIp6hESvPbNNCOU1e1JfIHOe1aIhoyrMHzCOeuelV0JOz0c5xknOO9QzRHTWp6VDKL0dIB4H/66B6DxQFhcc9aQx8YAqQHj68UAAGKAHDj3oAWgBkp+WgpBZcR59SaBMmY0CGxRfaruCHtI4B+meamTtFsuKu0j0EdK8w9AWgBKACgDhfid8Lrf4hw20gujY39tkRzbN6sp6qwyO/fPFdNCu6L8jnq0VVVmfEPjb9pTwt8LPGGseH7yy1bVZ9MuXtWuLCOIxSspw20tIDgHI5HUVvLMqWzTIjllV2aasczqf7fd0YzD4b8HJC3QT6ncl//ACGgH/odefVzWK+CP3nqUcnlL45fccfrPxu+KvxTQ29xrE1hZPw1tpafZY2HoSp3kexbFeDiM1rTVr2XkfQ4fJ6FOz5bvzHeE/g9cS7ZZ42kO7JGO/8An+dfPzxLeqPoKdBRVj1nR/AcOmRL8oUrzgCuOUnI61FI1odPjWX5RgetSgex2nwl8OjxD8SNJsiC0MMv2yY/7MfzD822j8a9rLqXtKyfbU8PM6vsqD89D7Jr7I+GCgAoAKACgAoAKACgAoAKACgAoAKAFoASgAoAKACgAoAKACgAoAO1ABQAUAFABQAUALQAnagBKACgBaAEoAWgANABQAlAC0AFAAaACgAoAO9ABigAoAKACgA70AFABQAUAFABQAUAAoAKACgAoAPSgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgANAH5v/tZM0fxZ1qZfvpdbgfcYP8ASvZo/wAJHkVf4jZ6X4fvR/aJkQjZKRID6gjI/nRDYqW561otyGQDPSmxI2wdyipKIbuETQkY60A0eP8AxN0PfE0qrgqc55raJjLQ5nwdqLWtwqkkYI707Ae2aJeie3Vsnp0rJlo0bob4emako5/UYQWORnmrRLOcRAl2cc85q+hB1uj4xHnvUMtHSwcCoKLsTZx70DuSjnvQA7rzSGLilcCRRgAdaQDsUAGMGgBwzQAelAEVwcLQUiW1GIE+lAMc5pkl7w5b/aNYViMiFS2ffoP51z1naNjekryudn2rhOwKACgAoA5H4teNV+Hnw517XyR51pbN9nU/xTN8kS/i7LWdSahFyZpTg6k1FH5XwfCK78V30t1dF5ZZpC7yN1Zickn6k18pWxdnofZUMJe1z0Lwp+zxZ2zRtJCGYDPSvKqYic2ezToQgeu+HvhfYaXGqiAZ9x3rNJvc3btsdCNHhtYwNqjbxik1Yi9zD1aRFV0x19Kye5okYcZ2bieAOlUhM9v/AGVtCaWfXtekT5crZQse/wDG/wD7JX12VUnGm5vqfGZzV5qkaa6H0PXvHzgUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAtACDpQAUAFABQAUAFABQAUAJQAtAB2oAKACgAoAKACgAoAKACgAoAKADmgAoAO1ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAHegAoAKACgAoAKACgAoADQB+cX7U4+0fE7XjjP+luP1x/SvZofw0eRV/iM6PwdeM2j6LMxG77JEpJ4JKqF/wDZaI6NlPoez+Hr0uinA6VTJTOwt5N6/h0qC0SABjtNAzlfF+lC7tJFx94EGrizOSPE3s307UCCDgHHFamTPS/B2q5hRWYYPHWoaLTO6hkEkecgiszQzb+D5j8uQapEtHM3cLRXTcEZ9RVkWOj0cfukPcHrmpZSOkhJwPWoKLsZ/CkUSryaBjqAHADNSwJRSAXNABmgBRQAE+1AFe6Y7DQUi3CNsaj2oExH5piN/wAHwYjuZiPvsEH4D/69cVd3aR10Vpc6OuY6BaAEoAKAPmr9r3xCb1tB8KwvwzHULlc9QMpGD+Jc/wDARXjZlW5IKC6nt5XR55ub6HlPh/S0gVRtHbPtXx8pXZ9tCNkdxYW4TBK7cdCKEaGwijYQScj+dbpGbMnU2UK6nqOfrWMhq5xOqzfvDk5rJI0uY08zzKIolaSSQhVRRksScAD3zXRTg5yUUYVJqEXKWyPtb4YeD18DeCdM0nA+0Rx+ZcMP4pm+Z/rycD2Ar7+jTVKmoLofm9eq61SVR9TqsVsYBQAUAFABQAUAFABQAUAFABQAUAFAC0AJQAUAFABQAUAFABQAUAHagAoAKACgAoAKAFoAQcigBKACgBaAEoAWgAPNABQAlAC0AHFABQAUAFABQAUAFABQAUAHegAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAA0AfnT+0ZH9q+JGuMuTm9kx/30a9ql8CPIqfGzV0KH7Jo2mRjjZGV6f7RqU9Snseo+FLoNEmTg8c1oyEehaVNvXGc4FQy0XkY7ieopDRV1K3E8R4piZ4/4v0YwXBkVeAck4rZGLK3h2/MEmDlcEdelDBM9O0e/E0HUZrNo0TL053nPpzSRRg6lD84OMjOTxVIlmppYAXHakwRvxEYFSUXImFIZMv0oDQeDQMelSA/OKQCmgBaAFoAM4FAFW6Py49aTLL4+VaZLIpDgGmI7Lw7AYNIgBHLDefx5rzajvNnfBWijSrM0CgAoAOlAHw38SfEH/CZfFXxDqKvuhS4NnAc8bIj5fHsSGb/gVfG5jV56rR9tllLkpLzLmkR/dAOT69q8PqfRLRHX2ER4GfzreCM5MuybUWtWZnOaxdeUDzk+1c0mapXVzgNQunaV1PTrkHGacUS3Y9D/AGcPBh8WeOBqdwu+w0fE5yOGmPEa/hgt/wABX1r6HK6HNN1Hsj5zN8TyU1Sju/yPrvvX1J8eFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAdKACgAoAKACgAoAKACgAoAB0oAKACgAoAKAEoAU0AFACUALQAZoADQAUAFABQAZoAKACgAoAO9ABQAYoAKACgAoAKACgAoAKACgAoAKADrQAUAFABQAUAFABQAUAFABQAUAFABQAdaACgAoAKAA0Afnn8VE/tHx/qDkFla8kOfbeTXtQ0gjyJ6zZq7DBYWa5AIU/zrNblvY7DwndldgKg89a2Mz0zSZgOOelSykbCkECpLRI43IR7UAcd4r0nzombHbpWiZk0eazWTWV6SDgHPIBrQzOu8NaiHQKWzj17VLRSOr+0fMvowxzUF3Klw2X6/rTQi7p4BX9KTGjahIAApMZdiYY61JWhOvIoEPB49aB6Ei8j2qRjxmgA5pAKOaAFFAAaAKtx95B6sKTKRfPApoTIJQX+VR8zHA+ppydkCV2eiQRLBBHGvRFCj8BXlPU9FaD6QwoAKAOd+IfiVPB/gfXNZYgGztJJEz3fGFH4sQPxrOpLki5djSnHnmo9z4Y8LWkjxqZCWcjJY9yepNfAV5c0rn6Nh48sUjv9Kg2gf3sda5kdtzprVGA5GSOa3ijKTGX8gRAcZznPtVPYIq7OO1y63AgMCOvWud6muyOG1K4KhjyzZ4xyTXRTi3ojmqS5dWfavwV8Cf8ACAeArCxljC6hOPtN4e/msB8v/ARhfwr7rD0VRpqB+eYqu8RVczvK6TkCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgA7UAFABQAUAFABQAUAA6UAFACUALQAlAC0ABoAKAEoAWgAoAKACgAoAKACgA60AFABQAd6ACgAoAKACgAoAKACgAoAOtABQACgAoAKADrQAUAFABQAGgAoAKADvQAUAGaACgAoAKACgAoAKAKuqXyaZpt1dyYCQRNK30Az/Smld2E3ZHwJr8TXXiOWRsljIxJ9817C+E8p/EaWqYQW0XdUA/Ss0XI2PDcrIFB5GexrdbGTPUtEnzGOTke9JoaOiQ5AxUFFhSeMigZR1GATRsDzxTQmed69pnluxAHPIrVMzZQ0x2guMZHXHIxTZKOzgl8wJkc47VFiyeSJXbOODSAs6cMemelA0a8B9aTGW4DwRUjLSHI5oGPGaAJB9akY4detACk5NAC5xSAKADPtQBWlOZ4h/tCl1LLzcVRI/TIDdataRjkBw7fQc/0rKq7QZpTV5HfZ4rzjuCgAoAOlAHhv7WviA2XgOw0aNwJdVvVDrnrFH87H/vry/wA683H1OSjbuenl9PnrX7HhPh+yWNU9AO9fFy1Z93T0R2NjbLkEripUTa9kam7y1ycjHb1rbYz3MnUbrbE25sKetZyZocNrNxiViPuislqy29Do/gD4I/4Tf4iwTzx79O0rbdzAjKlgf3an6sM/RTX0WXUOafO9kfM5piPZ0+RPV/kfZ4r6k+ODvQAUAFABQAUAFABQAZoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAWgBB0oAKACgAoAM0AFAAaACgBKAFNABQAUAFABQAd6ACgAoAKACgA70AFABQAZoAKACgAoABQAUAFABQAdaACgAoAOlABQAUAFABQAUAFABQAUAFABQAUAFABQAtACUAcD8btY/snwHdKpw926wD6Hk/oCPxrajHmmZVXaJ8g37Aag8x6b816fQ87qLdyi5l3Z47GoLeppeH5WinCn5lzWkWZs9P0WXCrkYPrVMSOrtJN6rz1qCy+mSB3IpDGSqGU5HSgGc1rOneYG4HrVpkM4m7tXtZwR0JzitCDd0y6JAU9uBSGjcSTdGGBz/AI1Iy3agAnjFIaNOHntmkUW4sAGkBZTHFICRTigY9WHpQMcB7UmwHdBUgOAoAPagBDQBWPN3CPf+lLqX0L75qiDS8JxGTU5pP4Y48fiT/wDWNctd6JHTRWtzrx0rjOoKACgAoA+Q/wBpvXP7e+LNrpStmHSrNUI7CSQ72/8AHRHXzuZz1Uex9LlULRcu5l6PbbEjyK+cPqY7HSW0ZVwQOlUkW3pYfdz4TjG73NDCKOW1m6CKdxzxnHWsZPoao4fVLolmIIx71pSjdmVSVkfX37Pvgf8A4QzwBbPPHs1HUz9suNw5UEDYv4Ljj1Jr7rC0vY0kup+d4yt7es5dEemV1nEHegAoAKACgAoAKADNABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABmgBaAEHSgBKAFxQAZoAMYoASgBaACgBKAFoAKACgAoAKACgAoAKACgAoAO9ABQAUAFABQAUAFABQAUAFABQAdKACgAoAKACgAoAKACgAoAWgBKACgAoAKACgAoAKACgAoA8Y/abufJ0DRo8tl7piQBwAFxk/iQPxrswyu2ctd2SPm67hMu4jrXccdinEjR/L6VDKLumy+XdKQMnI4qoks9R0e4OxTk9e9XYR1mnT5wuMEdqllGxGQwqR7jm5BFAFO5hDg8YyKBHL6vpu8ng+o961TIaMaFDbXOBwOwpkHQ2UnmR5BznmlsWalsmR36VJSNCDpj+dSwLkecUhlhSQBQBICRQA9WoHcetSMcDSAWgBSaAGnpQBXTm+j9gTS6lF2Q0yTpvCNt5dhJMesrn8hx/jXDWd5WO2krRN2sDYKAFoAaTigD4H1HVm8XePdd1wNvS8vZJIyT/yzziP/AMdC18bjZ89Rs+3wNPkppHb6LE3cEjHcdK8xLU9uySOgjQqOW61qjNmXq02F79D0rKTNYHDancNKzDJXvk849qwSNnoXPhN4NPj34h6fYSJvsom+03XHHlIckH/eO1f+BV7mX0PaVE3sjwM0r+ypNLd6H3Eo2qAAAB2r7A+FHUAJ3oAKACgAoAKACgAoAKACgAoAKACgAoAKAFoASgAoAKACgAoAKACgAoAO1ABQAUAFABQAUALQAnagAoASgBaACgAxQAGgAoAMUAFABQAGgAoAKAEzzQAtABQAZoAKADNABmgAzQAZoAM0AGaADNAADQAUAFABmgAoAM0AFABmgAzQAZoAKADrQAdaADPvQAUAGaACgAoAKACgAzQAZoAOlAHgf7QerJL4ksNOdPOhW0JZQccuxz9DhRXo4VaNnDiHrY8SubG606EzSQvcWZziaFS7Af7SgZH1Ax9OldjWpyJ6XZjWmoW98SYZFkXONynIHt9ahqxady5BaNJMpj+8G4FCQM9B0N5Y4UDDkcVZJ2OnOeCfYVDKRvQNgD06ZqRljBPTrQUMdMnnmgRQurVZFIIz9KaZJzd/YBH47eorS5DQ20UxAjGMcZFDA3rNqgtGlCOetSBbjFAydRxxQBIF9etA0OA4oAco9qBjxnFSA7INIA7UANb1oAhg5vv+AH+YpdS+hZlbAPNUSdxokXkaVbKRtOwEg+p5/rXmTd5NnfBWii92qCwzQAZoA4r4zeJj4S+Gev6gj7Lj7MYID382T5FP4Fs/hWNafJTcjehD2lSMT478H6eEjjCjgAflXxFR3kfoFGNkel2EHlxggZ9qyR1tlt3WNcHrTJtc5vV7piGBOefXFYSZtFWOF1a5JLA8buetKC5mEnY+lv2XfBX9i+ErjXrhMXWrPmPPVYEJC/mdx+m2vt8BR9lSu92fn+ZV/bVnFbI9rzXpHkhQAUAGaACgAoAM0AGaADNABQAUAFABQAUAFABmgAoAM0AGaADPFABmgAzQAZ96ACgAoAM0AGaADNABmgAoAM0AGaADtQAUAFABQAUAFABQAUAFAB2oAKADpQAUAFABQAUABoAKACgA70AFABQAUAFABQAUAHSgAzQAUAFABQAUAFABQAUAFAB0oAKADvQAUAFAAKACgAoAKACgAoAKAEPIoA+WPjPqpm8XajMGHnyXEdhbKe7syxoP++jk+2a9nCx9276HlYmWtluzlPMl0vxVc6VJIfLWNHiyeqEEf+y1q+5mn0OR8YeHVttXbULUNb3LnLyR8F/97s345qWwSsUdJ8StazIL2MqFbBkjUlT9R1H6/hSQz0fS/FOmThDDewu3UKHG7PuOtXYm+p3ugXomj6Bh2I+lQ0Wjoo3DNgVNiiyjc0hpkgIYUAMKDGCM0AU7uxjnQ5XNNMVjEmsBC5K7hz2qr3IaLtmMYweKBo1YfzqWUW41zSAsIpxQA8A0DHAUAO7Uhig570gFpALQA1sUDIbUZvXPon9aXUp7Fl1Mjqg+87BR9ScUSdkKKuz0RBtUD0FeWeiOoAKADtQB89ftYa/5qaB4cibPmyNezqPRflj/ADJc/wDAa8nMKloKPc9jLafNNzfQ828NaX5cIYjgjAFfKPVn21NWR1saGKMDPH8qLWRT3KGozMoGOR61EnYuKOU1W5Byf0rE0Zk+HvDk/jjxbpmiW/DXMoV3X+BBy7fgoP44r0cFQ9rUSPMxuIVCk5H3Tp9hBpVhbWdtGIra3jWKNB0VVAAH5CvuEraI/PG7u7LBpiCgAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAAoAKACgAoASgBaADFABQAlAC0AFABQAUAFABQAdqADtQAUAFABQAUABoAKACgA7UAFABQAUAHagBKAFoAOlACUALQAUAFABQAnagAoAU0AJQAUALQAGgAoAKAEoAWgAoAKACgAoAOvtQACgBKAFoAKAEoAWgA7UAFACUAL+FAEN5dx2NpNcTMEihQyOx7KBkmmld2Qm7K58VT6m/jr48WtqozaaPDJrN4M9J5i0duh+imZ/qBX0aj7Kio9WeBze1rOXb9Q+Kb/2V498OXiEgzrLbOB0PG4fqv61D1iWn7xZ1qOO9gVv4WA5rE2ZyFxowaQlQc/SgDe0hHNp9nmhjubcjBjmQMv5EGrRB0Gi6XDauGtzc2QOTtt5mVR/wEkr+lO4rHX2h1CPJh1RnHZbqBXJ/FSuPypadh2a2ZpW+qarC+2azguE7PbT4J/4C4UD8zStFjTl1LDeJEgU/ara5tE/56SREoPqy5H60uS+w+buWLHX7S+UNDcRzDHVGBpOLQ1JPYupcrL0INTYq5FPAkg6c5oQFaKExvjNUIvQr0qbgXIkIxSHYtKKBjxSGOGaYC5xSAODSAcKQAaAGUAMshm5nPso/nSRb2NTRoftGtWq9VUmRvwHH64rKs7RLpK8jua4DtCgAoAQ0AfGvxA1n/hOfirq9+reZbQP9lt+48uP5f1be3/Aq+Vx9XnqOx9dl1Lkgr9TotOsfKiVcYOOteUkfQp2LMzhUGRjHHWhlIw9TnARlPB7kd6wkzRHG6nd4DHd14rOKu7Dk7Huf7LvgP7Hp134ru0/f3ube03dVhB+Zv+BMB+C+9fZ5dQ9nT53uz4TNMT7Wp7NbL8z3uvXPEEoAWgAFABQAGgAoAKACgBKAF7UAFABQAUAFABQAUAFACUAFAB2oAWgBKAFoAD1oAKAEoAKAFoAKACgBKAFoAB0oAO1ABQAZoAKACgAoAKACgA6UAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB0oAKACgAoAO1AB1oAKACgAoAKACgAoAO9ABQAfhQAUAFABQAUAHWgAoAKAPL/AI8+MIvD/hh7MyBGuEMkxJ+7CvJz9TgfTNd+Cpe0qX7HDi6qp07dzwD9n3w/Inh7VPFN6p/tDxHfPeEuPmSBQI4U+gVS3/AzXsV3epyroeVh42p8z66mZ8cjjVtAkXGY7jd/T+tR9ku9pCW983kKv3gOuTXPY6LkDypK7YG0/wAqLAaenrwRnOelMk6fTiODyPrQCOhtCCoP6UmUakAGQD2pDL8O6N8oxBHcGkMpXmiWF5IJJ7OJps/65Bsk/wC+1w361Sk11E4plZvD/k4ax1K5t/8AYnAmX9cN/wCPU+fuieXsy/Z/2giKJkt7kdN0LlGP4MMf+PUvdGuZbloxyYybeVfbbu/Vciiw7ksU0aHD5T/eBX+dKzC6LkVxEVBEikezZqbMq5YSVCM5yKVmO44XEQ6yKPqQKdmF0Kb61XrcRD/gYqeVhzIQ3tv2mQ/RhVWYuZB9sg/56p/31S5WHMhy3tt1M8f/AH0KOVhzIcLiF/uyo30YVNmVdCj5unNABZoI2uXb5QCOTx2qUU9jY8HSw3GrXTLIGkSIAKPQnr+grmxHQ6KPc7GuQ6QoAKAOS+K3iv8A4QzwBrOpo2y5SExW57+a/wAqfkSD+BrGtP2cHI2ow9pUUT5V+H+mBomkYZy2AT7V8XN80rn3dKPKj0JVEUYzwRS2R1rUzL+Q4+X61i2bo5bVLkEtnGR61hLUsyfDHhu58feLbLQ7UlRcPmaUc+XEOXf8B09yPWu/BYd16iXQ8vH4lYek5dT7e03TbfSNPtrG0iENrbRrFFGo4VVGAPyFfcJJKyPz5tyd2WaYgNABQACgAoADQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB+FABQAUAJQAvWgAoAKACgBKAFoAO1ABQAUAFABQAUAFABQAUAHagAoAPxoAKADtQAmKAFoAKAEoAWgAoASgBaAEoAKAFoASgAFAC4oAKAEoAWgBKAFoAO1ABQAUAHWgAoAO9ACUALQAUAJQAooAKACgAoAZI6xIzuQqqMknoBQB8Y/H/xNN431dNOtnbfrV2lnCAfuwA4J+hGT/wACNfUYOmqNPmfTU+axk/bTUF1PW7XSYtH0e2s7dAkEESxIo6BQMCuZO7uzrasrI8T+MH7/AFPThn7rn8K0Wxi/iM21kJjU9Mcc1ibEw5lIK4J74znigZr6coLgEYPegR0thxjB6+tAG/aOcYIGDzxQUa1s4xnnNSNGhC4K571LKJTyc89OlIBjcLTQDVLKMDpTsBbhldQPmxTAZrF7PBod48LN53llUwe5HP6Zq6cU5JMzqO0W0P8ACl3Hr3hTSNQ2Ru9xaRSMSoOSUGf1pVE4zaHTalBSL3kQrn/R4f8Av2Ki77lWXYQJGD8sSL9EAqRkyOV6CgCXz29TSsUhwkJ7miwC5J7mkAjYxzgj35oGV5I48H93H9dgouxWQulWkEcM+IlA8zd04zj06Uk2U0hnh/VjB4yibd+6kP2c/j0/8exWFVXizam7NHqVcJ1hQAnSgD5z/ad8VNqGtaT4Xt3ykA+23YB43EFY1P0G4/iK8TMatoqmj3sso8zdRnOeC7ER6SoxzuJ4rwYq6ufSp2kbl4/7vjg5xSlsdEDm9SuhGDz1yM54zXLJ2OhI4zV7wbWIbP09azS5nYcnZanv/wCzL4DOj+HJvEd3FtvdVwINw5S3HTHpuPzfQLX2uAoexpXe7PgszxPt6vKnoj2uvTPIFoASgBaAAdKACgANACdaAFoAKAEoAKAF70AFABQAUAJQAtABQAnWgAoAX2oAKAEoAKAFNABQAlABQAvSgAoAKAEoAWgA7UAHagAoAKACgAoAKACgAzQAdqADtQAUAFAB2oAM0AFABQAUAFABQAUAFAB2oAO9ABQAUAGaACgANABQAUAHegAoAKACgAoAKACgAoAKACgA6UAGaADNABQACgAoA4L4w+Jf7E8MmzifbdagTEMdRGOXP5YH/Aq68NT9pU8kcuJqckPU+Xfh/a/8Jd8ZJrsgPa6LAQh7eY3H+P5V9HWfJSUe58/Q9+q5Poe+X+FgIPpXnHos8B+Kh3axbcc7j/Ktl8JhL4jDspG24BGPQ1kzVGjCSzcr8pPakM1tPHO8NkEYwTTEdDYEjaMYHWkUjetW+7k/pQM1rZyFHPWpGjRiwR7+1JjJ19KkY5h7fnQAgUHOOKdwJTwvHemAmop/oDIefkJ/Pj/GtYb3Mp6ox/gjd/bPhxpK94BJb/8AfuRk/wDZaeJVqjIwzvSR2UqAE8d65zpsQEde1AhBkYoAcGIoGOVuetAEy9KTGIx4qRkEh4oAiS6+z2tyB1zkflSKMCIujrKv31O4H3BzU7oq9me2WF0L6yguF+7Kgf8AMV5zVnY7U7q5YpDK+o38Ol6fc3lzIIre3jaWR26KqjJP5Ck3ZXY0ruyPiePVJvGXifVNfugfNv7hpgp/gToi/goUfhXxeLq+1qNn3eDo+ypKJ6J4fQQabwOhI61EHaNzeXx2I9TudqcnB61lNnVBHGaxfoQRnH9a427nUlZFX4f+EZPiP44tNJAYWQbzrp1P3YVI3c+p4Ue7V6uX4f2tRN7I8XMsV7Gk7bvY+2ba3jtLeOGJFjijUIiKMBQBgAV9ofBElABQAlAC0AAoAKAA0AHSgAoAM0AGaACgAoAKACgAoAKACgAoAKACgA7UAFACUALQAUAFACUALmgAoAKACgBKAFoAO1ABQAUAFABQAUAFABQAUAFABQAUAFABQAYoABQAUAGKACgAxQAUAGKACgAxQAYzQAYoAQCgBaACgAxQAUAFABQAYoAMUAFABQAdKAAdaADFABjFABQAYoAKACgAoATpQB8v/Gzxl/aOp6ndRuTb2oNtBj/ZPzN+LZ/IV9DgqXLFX6ngY2rdvyM79nXw6bDwrPqkqYuNSnaYsepUHA/qfxrXFT5p27GeFhy079z0zU3Ahb0xXKjqZ8//ABNy2qwkH+I8V0LY55bnO2UpUZ7jmsmao3bQ5CsR3ycVIzYtV2DjkZqgN6z4YYFSUblsdxAHWgC/bybXGQeKTGatudwGOaRRcQfLUjH7qQC5Bx60ASRje4HoaoCDVJcCcDoAF/z+tbRWxlJ7nLfAC7MnhS8gbOYNSvIz7fv3I/nV4pe+ZYX4Pmz06dM81xJnZYqsMVQDGoExtAgDAGgCxG2eKTKCQ4FSUiBzmgDPuWxDNzjIFSy0Uo1+UUCZ6P8AD+9+0aM1ux+a3cr/AMBPI/r+VcVVWkdVN3R09Ymp47+094pOj+A00eB8XesziDCnkQr80h+hwq/8Drz8bV9nSfmelgKXtKy7I8O8OWX2W3jwuccba+Mbu7n3VrKx2CXK29uFQjb1NauVlZGcY3d2c7reo8kMTzxweK5pyO+EUkcPrGoEZ5pU4tuyJqTUUfU37PHw+bwh4PGpXkWzVdW2zyAjmOL/AJZp+RLH3bHavucHQ9hTSe7PzvH4j6xVdtker4rvPOEoAXFAAaACgAFABigAoAMUAFABigAxQAYoAKACgAoAKACgAxQAUAJigBcUAGKACgBKAFxQAUAFACUALigAxQAYoAKAEoAXFAB2oAO1ABmgAoAO1ABQAUAFABQAdaACgAzQAdaADtQAmaAFoAO1ABmgAoAKACgAoATtQAd6AFoASgAzmgAoAU0AGaACgAoASgAoAWgAoAKAD6UAFACUALQAUAGaACgAoABQBy/xI8Sf8Iz4Uu7iN9t1KPIg9d7d/wABk/hW1GHtJpGNWfJBs+NfHUkmoS2WiWrEzXEqxDHucZr6unaEXJny9W9SSgup9D+GdLi0PRbSxhAWK3iWNR7AYrym7u7PWSSVkN1iTER57UITPB/iKN2oxEcck1utjCW5zVnyDnue1Qy0dDp8Z2qewBOako3bYYTjkHHBoGbVqm0g9OM0h2Ni3b5174oGXVYE5zg57UgNK0fjg0ikaCNxnGPpSsMcWwPakAqnrTQFuyUGQse3egRgaheZtppOcsS3r1Oa6kjmbOZ+AdxhfE8IPCavMcemQp/rVYpax9CMLtJeZ7GfmWvOPQ6FaRNre1UhERUUxWGHigCJic4FAieAkgZoGh833agtFZzxQMzrk5LL24/rUMpDY4/lzVITOg8DX4s9bMBOEuE2/wDAhyP61z1ldXNaTs7Ho3QVxnUfIfxe8Sf8J38UrsxPvsNJzZW+DwzA/vGH1bjPoor5jM63NLkR9dlVDlhzvqW9L0/ZCCc+oOK8NLqfQC6hKsMbEkAfzokVaxxmuXw2nJ6fpWD1NlsX/gv4Hf4h+PrdZ4y+l2JF1dEjhgD8qf8AAmx+Aavcy7D+0nzPZHgZrifZU+Vbs+1FAAAAwB2r64+IF/GgAzQAUAJQAtAAKACgANACUALQAUAJQAdqAF70AFABQAdaAEoAWgAoASgAFAB2oAXpQAlABxQAtABQAnFABmgAoAWgAzQAlACk0AHagAoAKACgAoAKACgAoAKADtQAUAHSgAoAKACgAoADQAUAFAB3oAKACgAoAKACgAoAOlABmgAoAKACgAoAKACgAoAKADpQAUAHegAoAKAAUAFABQAUAGeKAPA/jd4mGoeIU0+N8wach3Ad5WGT+Qx+Zr2cFSsud9TycZU15ex4z4Esf+Eg+JqTMN0NihkPsx+Vf/Zj+FerXly01HueXh481Vy7H0Oo2RAe1eYep0MXWJP3L00Qzw3x+pOoIR2BBFbrYwluc7ana/oM569KllI6WyCeUpPPbAHPSoLN6BRtUDofWgZs26fc/h+hpDL0Tlcn8KALEE+/CnqOaARoWj4PHFSUa0Mnyj86RRIHBJFMCRRwaALaMY7SVu+0gU1qyW7I5XXSIrOUdMCutas5Xscb8ALv/ic+L4c9NS3fnGlPFL4fQzwn2vU95ibcteY9D1EJKtCEyuwx9asRE9AFZzg+1MksQN0pDRLN92oKRULZFJFGcw3TSeyioZoiJ7vYFVatIzYJevZyw3KDDxOJB+BzSkrqw4uzudl8WfHi+Dvh/dalbyD7ZcoIbL3kccH8Blvwrxq0/ZxbPWoU/bTUT5i8G6IQqhweOSx5JJr4erJ1Z8zP0KjDkgkjvXC21uFwOBQ9Ebpa3OL8Q6qqK68hjkdK5HK50crOG1W+aRmVRuz2HJq6ceZ2MqklFXZ9i/BH4fDwB4Kt4p4wmqXmLm8PdWI4T/gI4+uT3r7vDUfYU1HqfnOMxDxFVy6dD0Kus4goAKACgANABQACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAAUAFABQAUAJQAtABigAoASgBaACgAoAKACgAoAO1AB2oAKACgAoAKAA0AFABQAdqACgAoAKADtQAlAC0AHSgBKAFoAKACgAoATtQAUAKaAEoAKAFoADQAUAFACUALQAUAFABQAUAHX2oABQAlAC0AFACUALQAdqAM7xDrEXh/Rb3UZuUtomk2/3j2Ue5OB+NVGLlJRRMpcsW2fH3inW5DFdXNw++5mdpJCe7E5NfVUYcqSR8xXndts3PgRopTSZ9VlX97eylgSP4Bwv9T+NYYiXNO3Y6MPHlhfuetSnalcp1HP6y37th600SzxnxiFmu3yT1rdbGL3OZRCjeoFSxo6TTVzCoBA74qCzoLZS0sYPpn1OaQzdtBkZx2oHYsEbYyTyMDtQIqeZsbuOeopga1lcMVXPIpFG3BKCuQfwqSrlhW+cd6Qywh3Acc0wLky4tQvqQP6047kS2OU8TI32ScLx8prqg9Tmmjzz4Fy+X4t8VJyC1yjcj/YH+FbYraJhhN5H0HaSZFeUz1UWSMiouUyF1/GqRJA4qgKM52mmiSa0bPFDGizN/qzWbLRQRt1SiiGFVM1wpPzEACla6uVe2hlYLTbe4OMVcSJDr5fLg4OTVWJPMvFuv3fjnUdPs3fdp+lIYYQD99ieW/RR/wH3r4nM8QpTdOB91lOEcaftZ9Te06yWygHGGA6V4FuU+ojsVNYvSiEKcMRxWM5aHRFHnWvXZbJ6nOeK51qXLQ6L4A+DD40+IttLPHv0/TP9MmyPlLA/u1/Fufohr3ssoe0qc72R85m+I9lS5FvL8j7PFfXHw4tAB+FACUALQAlAC0AAoAKAA0AFABQAUAJQAvagAoAKACgAoAKACgAoASgAoAO1AC0AJQAtAAetABQAlABQAtABQAUAJQAtAAOlAB2oAKADNABQAUAFABQAUAHSgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAOlABQAUAFAB2oAOtABQAUAFABQAUAFAB3oAKAD8KACgAoAKACgDyv48a6INM0/SUbDXUnnSgf3E6Z+rY/wC+a78HDmnzdjixU7QsfM3jh/7TurbTrUjz7mRYl9snGfw6176lyRueC488kj3jwppUek6RbW0YCpFGqKB2AGBXmvU9NK2iNG7kKnFIbOe1qf8Adt2qkSzyXxRGslwx6544rVGL3OdVCJADzUlHQ2Cgxrx1/wD11Nize09SXVuQBQBu2oYR+pIpDLcgH2XPqOaAMu5yBw2cetMRZ0+4ZHHOee1IdzoYnVsDoakZejY/UUFF23G40DLs4+VB6AmqiRI5vX03W8gP9081vHcwkeUfCNzbfELxEvYvGduPVSP6V04nWETkwrtOSPoezkwAK8pnrI0VOazZoNdaaEyvIvNVclmfeLjmrRDG2T5ahgi9O37on2rNmkSlYJvTOKlFsoTyGO4lcdVYcev+c1UCJlSeTbett780o6aDlqrnPeKdSlKCygk2zzgjcOqL3b+g9/pXnZjilhqVo/E9j08twbxVa7+FbmNpumQ6dIoIACCvgPtXkfpCXu8sS5qV8IkIBGe1ZVJ2O2lT7nIaxqBYFd3PXFcjlc6XFI4XVpzkg8LjOfYUoaswqH2H8A/A48F/D+z86LZqGoAXdzkfMu4fIh/3VwPrmvv8HQ9hRUevU/NsdiPrFeUui0R6R2rtPPA0AFABQAUABoAKAAUAFAAaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAPwoAKACgBKAF60AFABQAUAJQAtAB2oAKACgAoAKACgAoAKACgA7UAFAB+NABQAdqAExQAtABQAlAC0AFACUALQAlABQAtACUAAoAXFABQAlAC0AJQAtAB2oAKACgA60AFAB3oASgBaACgBKAFFACdqAPlz4r+Kk1jxrqUwfdb2v+ixHPGE+9/48W/SvfwlPkprzPDxVTmmzhPh3ph8S+N59QcbrexG2M9R5jf4Ln/vquivKyUTnoRu3I+gbRAkYUccVxnairf8ABJGRQDOW1mUFD3qkSzzLXgGncrnrg8VqZMw41Jl5HT2qGM37FRtXB7ZJpXLNzS0ORzz1oA6GKI4QCkMn8weVsIxj09aAMq+IVzxkZ7jmmJkdq4D8EjnPtQBvWc2/nIJHPWkyjXt33A/0qRmrYpk+1Ay9Mvyk+nFOJMjmtbz5Mg7YNbxMZHk/w5AT4la6uACVhYEj3eurEfw4nHh/4ske+2UmTzXls9VGrE2R1rNo0RIRkUkNkTrmqRBn3q/IT0q0QyjZviTHORVMSNO4P+jtj0rJm0dw0+Hbar9KSG3qc1r03lW14V+9vcfpVU90KezMK61tbS1+1TgquMBerMfQDuazr1IYdOc3ZGtCjPENU6auzj57m5ju5tRuMebLwEJyEUdFH0/mTX5tj8ZLEVXV6dPQ/UcvwMMLRVLr19R8V89wfMD/ADdSM15ftG2evGCRX1LUVwfnqZSujojFnJ31x5kxYNnPvWEVqKbsrFjwP4bHi7x3o2lSLvgnuV84Y6xr8z/opH416+Bpe0rRieFmFb2VCclufdIGB6CvvD85F6UAHvQAUAJQAtACUALQADpQAUABoATrQAtABQAlABQAvegAoAKACgBKAFoAKAE60AFAC+1ABQAlABQApoAKAEoAKAF6UAFABQAlAC0AHagA7UAFABQAUAFABQAUAGaADtQAdqACgAoAO1ABmgAoAKACgAoAKACgAoAO1AB3oAKACgAzQAUABoAKACgA70AFABQAUAFABQAUAFABQAUAHSgAzQAZoAxfGmujw34V1TUicNBAxTP988KP++iKuEeeSiROXLFs+NfEzrFpRkZz5hGWOep719PT0R87U1PQvhF4ZOheHYQ64nmJml/3m/wGB+Fcc5c0mzqhHkikejj5VyOKg1RmX0p55oEzkdalHzHleDVohnn2qoZCfmH0FUQY0CHzj0BoGjdswAq4I6VJR0mmR4KqeoHSkBv2y/doKHXCegzk9c9aBGTqCM4YjBxzTEZ8blTuIwcdqe4jU065GcZwT70ikdLZNlOuc1LKRvaeM4/nUsZflX9yD65NNMTRzGtKSj8c+lbxMJHk3ghvs/xT1MYA3wIenoW/xrqrfwkclDSsz3azYZHPFeYz1DXibgVLKLCnNQyxGXIpollO8TMZrREMwIX8u8KmtXsZrc2pjm3P+7XPLY3iXIE8u3QewpIb3PNNd1qOe8uLe2HnusjeYSfkU5Py+5rycVmUMK+SCvI9rCZZPF+9J2iY0NrNM8UlywZYxhUP8NfIYvGVsZLmqvTsfbYPA0MFDlpLXuQarGhBOAR0wK8aoz2aab0MKSNrODepHPbtXK3ZXO+Kvoc1f3paZhj5vSsU22ay91GRe3yxYLj5iMkCuuHY8+o+rPeP2W/BFzcXE/i29iMUARrex3D/AFhJ+eQewxtB75b0r63K8M4J1Zddj4jN8VGTVCD23PpEV9CfNBQAUAFABQAUAJQAtAAKACgANAB0oAKADNABmgAoAKACgAoAKACgAoAKACgAoAO1ABQAlAC0AFABQAlAC5oAKACgAoASgBaADtQAUAFABQAUAFABQAUAFABQAUAFABQAUAGKAAUAFABigAoAMUAFABigAoAMUAGM0AGKAEAoAWgAoAMUAFABQAUAGKADFABQAUAHSgAHWgAxQAYxQAUAGKACgDxn9pvxMNL8K2WmK2JLybzHA/uJz/6EV/Ku7CQ5p83Y48TK0bHzjo7N4q12ysgN0UZEsvpgHgH6nH617MnyxPJUeaWvQ+iNJtBbW6IBgKAK4zqLznCGgZi6ixwcGhCOT1aRwjgirRJwuqqu9+3PXHSqIKEMfz56g9CKVxo2LKPeqgDH0PFSUdPpqjzPYcUDRv2655oYwnUbhkUIDInZWznB/pQSZU6BHODtz2NUhDrSU+Zg9u9DA7DR5N6gEYPfioZZ1NgMJzUss0Z1xbRj0UUITOW1kZRs89a2iYyPKNGQ2fxLmlHy7olUj/gVddTWkcVPSs2e22Tbgp9u9ecz0zVibipKRbjOaktEnakBDPHuU1aZDOS1Em21FDyAa6FqjB6M3WbNoT/s1zSOmO5Y1DUE02yluG5WGDzMepA4H4nionJQpub6FQi6lRRXU8vt7KPTdPRWw8pALv6t3P51+f1N3Jn6TQW0V0KV5dSKvA2gnqa8qo3c9umlYiJSSMGQDr0Fc7s9zWN4y0MTV2EjBYx8o9K5KivsdsXbc5K8i2XBYnBJ6GsVoypvQ2fhF8PR8TviDHBPETo1hie9PZl52x5/2j+gavqMtwiqz55bI+TzXGOjDki9WfbNvbx2sCQwxrFFGoVEQYCgcAAelfZHwd76seKAFoAMUAGKAEoAXFAAaACgAFABigAoAMUAFABigAxQAYoAKACgAoAKACgAxQAUAJigBcUAGKACgBKAFxQAUAFACUALigAxQAYoAKAEoAXFAB2oAO1ABmgAoAO1ABQAUAFABQAdaACgAzQAdaADtQAmaAFoAO1ABmgAoAKACgAoATtQAd6AFoASgAzmgAoAU0AGaACgAoASgAoAWgAoAKAD6UAFACUALQAUAGaAENAHyX+0Vrbaz4xvQG3W9iotV5zgjlv/AB4kfhXtYSHLTv3PIxMuaZlfBTw4Y7eXUZUJe5fcpPZBwv8AU/iK2m7szgrI9piG1VrI0QXDAKaAZz+oyfK3NCEczqUhOQRkYyQasg4zVNplPynPvVElO3jG3I+Uk96llGzp6HeuR0/I0hnSaemWzjjuKBm7bIQD0/CkxjrjJBbHGOaEIxLtFIbnHPQmqEZ1xEzZxjGMEU7iKNpKUlCsDycfTmgDtdHPlvGvcHrUspHZWq/uj9OtQzQ070YXHYClEGcprA681sjFnnFvZH/hJbmYKMjZg8diTiumb9w5oL942ep6W+Y1wcrjiuFncjXjbBHNSMuRP0FJopE6mpLBlyKaIOS8WReUYpeQA2DXVS10Oer3NS2k82wUjnK1z1NDop6nM+ONbC2VrArcyuC4HdU6Z/4Fz/wGvLzKqqVFRvuexlVB1q7l0Rzkl0ZSoxkkYHtXxM5czP0KlT5VYytXu/JYIxDDsB3rysRKzPUow0uRRsxi4OQeQPSsoq6FN2dyGMLIMY3c1FrlXOS8SqsM5I6HqB2rJR943b90+mf2cfCsegfDuG8KBbrVJWupG77QdqD6bVB/4Ea/RcDTVOhHzPy/Marq4iXloeqV3nmBQAtAAaAD8aADNABQAlAC0AAoAKAA0AJQAtABQAlAB2oAXvQAUAFAB1oASgBaACgBKAAUAHagBelACUAHFAC0AFACcUAGaACgBaADNACUAKTQAdqACgAoAKACgAoAKACgAoAO1ABQAdKACgAoAKACgANABQAUAHegAoAKACgAoAKACgA6UAGaACgAoAKACgAoAKACgAoAOlABQAd6ACgAoABQAUAVdTvo9L026vJWxFbxNKx9gM/0ppXdhN2Vz4i1uebxJqixkkz3k7PKR7ksx/nX0MfcieHL35HtHhTSRYWEaIoVQoAA7e1YGxvEMh5Bx60BsVriXIOeaAuYN8c8U0I5zUCdkh6VRJyOog724GPWqJZBBGQnBzkenAqWM2NNBV88j1zyPzpDR0OnnaTkYPbmgZuw8J+NIZIzEHkUAYt+o2N2yc5piZl3B+Qt79qYjPtyPtCjPG4dqYjs9GO6VcjnNSyjuLNQVQepArNmiL99SiEjl9W6kfpWyMmcTF/yFZcLhvM7fQVtL4UYw+JncaScYx09PSuZnSjbBwDSKJoJBUsEXFboahmhJnimJmD4ygMmh3MijLRrvH4c10Un7yMKq91lbRbtZtCim3DYU3Bie1Z11Zs0oapHnmpSvqty1wR8rsdgP8KZ4/mT+NfA5jWdep5LQ/ScqoRoUvN6sbM5tYdoySf0rx5ycVZH0MIpvmZyd9cSXmt2qo58tA0kn+7jC/mx/Q151RXkrnYpWi0bMPywcD7uSa3px0OGrLXUrQSho5HB6McEfrWbVtS6d2cpqrfb7lkXJZmEae5JFFGHPNIqtU9nBvsfcPhzSl0Lw/p2nJ920t44eO+1QM/pX6RGPLFRXQ/Kpy55OT6mjVEBQAUAFABQAUAFAAaACgAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAAoAKACgAoASgBaADFABQAlAC0AFABQAUAFABQAdqADtQAUAFABQAUABoAKACgA7UAFABQAUAHagBKAFoAOlACUALQAUAFABQAnagAoAU0AJQAUALQAGgAoAKAEoAWgAoAKACgAoAOvtQACgBKAFoAKAEoA89+O+vDQvhzfANtkvHW1XHU55b/x1TXRQjzVEYVpWgfN/wAN9JOpalLfyDchOyMegB5P5gD8K9eT6HmRXU9stE8qNQAKzKJpZMd6CmULqTg5HFBJhXrgn0IpoDA1LIU1RByWo53Hnac1QiJBtZc5Bx+dSM27A4AG0ikM6CzVeCMEEZ7UDNe3YbFGaQyY7TGOfagDFvx8rqDx2qiTEmm2oAwGfUGgCvC4a4OcZAwadhHZ+HPmmXjGOKllI7yzHzxDHcVkzVFq+70RBnNankluM1qjJnHCLZqTEDq+f0rWT91GMVaTOv0kH5e9YM6EbjcUihscm1jQIvxPuUVDRoiwhBFSNoo61GJ9NuIv7yEfpW1PSSMZ6po818Na2s3gOxtt375w8T47KjshH47cfnXDnNf2F4rdnoZJh3XtJ7IjjRV3EjocAEV+fyldtn6fTgopIxNZuJ5JUtrKE3N9cNsiiTjJ9z2AGST2HrwDvhcJPFz5YfNmWLxkMHT55/d3OYTQNb8L3K22vRRx3twfMaWBi0LgdFjYgFlUeoBySSBnFcONwVTDVLT27l4HMKWLheL17GpeXZjtnKngjb6cetc60VjqkuZkUUTQ6UpPG/JzWbXum0Gtxfh3oa678SvDti65hM5ncDoVj+fn/vnH416GW0uesr9NTyMzrezw0rbvQ+zRX2x8AFAC0AFABQAfhQAlAC0AJQAtAAKACgANABQAUAFACUAL2oAKACgAoAKACgAoAKAEoAKADtQAtACUALQAHrQAUAJQAUALQAUAFACUALQADpQAdqACgAzQAUAFABQAUAFAB0oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADpQAUAFABQAdqADrQAUAFABQAUAFABQAd6ACgA/CgAoAKAPnn9qPV5Lu70bQrdv3hBlYZ6FjtBP0Csa78KrXkcWId7RM7wPpCafp0MaA4VQAT14rt2OQ7RVwmPSkMgkbk9qBFW5bKE8UAYN04LjIIOcetUBi6icxPgZ4x1pks5W+LF9p7noeKZLIwB5yA5P0FIZtaegJAHH40hnRWgCgUDNJCOoXFIZOSAnKjHSkBi6ou3ew59M1Qmc9cXKmUKyjg80xDYiolOR8ueOPencR2vhdQzKRmpZaO8s1/eJWTNET3uMGiIM5vUQAW5xWiM2cpcRlrwNnGGzk1r0MktTptGPzBSOtZM2R0O0EcVFyiq/yscetUItWcueKloaZfQ4PsayNSlq1zHbwSPIwWNFLMfQVopKK5nsiOVyfKup4na+XpUTpbI5jeSSVu7LvdmPH1Y8V8NmONeJrOf9WP0jKcvjhaSg/wCmay6iPswZiDHjr7DrXk819D3JU1DUn8E3WsaH4jujqelCKxvVX7NdA7mxjo3pknp9K/ScBgY4fCKz996s/KMyzCeJxbVvcWiPTNQ0+01qxa2uoVmgfnb3U9iD2I9RRVowrRcJq6MKVadGanTdmjyTxX4Pl0a/hhOZrSVspN03Y/hPof59fp8HjsDLCz01i+p+i5dmEcZT10kt0YOuXapA0IXGw7eemAK8eaSZ7EG7HW/s72TS/EaaWUBvs1mwUgfdLFcfoGr6PKYXUp9j5bOp8qjDuz6fHSvfPmAoAKACgANABQAUAFAAaACgAFABQAGgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAD8KACgAoASgBetABQAUAFACUALQAdqACgAoAKACgAoAKACgAoAO1ABQAfjQAUAHagBMUALQAUAJQAtABQAlAC0AJQAUALQAlAAKAFxQAUAJQAtACUALQAdqACgAoAOtABQAd6AEoAWgAoAQ0AfLXjW5Hij4o6pd/6yGGT7NFzxtT5WI/Efqa9WirRSPNqu8mdZpsIiUYGOK3Ziam/I9DikBA78nvQBUun/dkY6jFAGFcKGPXp0qgMfUR8hx1pknLXmftCjkgNT6CI1GZhyeOmeaTEb2noCucD60ijetAT7EfrQMvIx2jIwScUDJ3IXIzihAZuoKDG2eaBM5O/T98Nrdsc80yRtvJ8+1uCePxpjPQfCcW1B3A4qGUjubHiRayZqiW+OFNNCZzN/INxz0NaIzOfuIC8mV7+hq7mdjZ0XKlR39TUM0R0ajjmpLIpOCaYiGKXy5PSiwrmvE3mICOo5rGRtFnHeOLi51B4tLslDTz/PIWOFRAeCx7DP54xXnY6cvZ+yhvL8j3cqoQlVdaptH8WcnfaHf+GAJbzy57Z2Ci4t8gIT0DA8j618bXw9Si+Z6o++oVaWIXLDR9mVdF0xNW8R21j5g8jPnTrn+Afw/j0+ma6sswntsRzNaR1f6Hl5vjXh8M4396Wi/U9fuLe31KEwy4IPII6qfUV99GTi7o/NJJSVmQwGbTysNwAydFlXofrVO0tUSrx0Y7U7ODUbOSCYbo3HUdQexHuK5a1GFeDpzWjOuhXnh6iq03qjwXxBotza6pNb3HKxS4JxgMvZh7EV+aYvDyw9V05dD9XwVeGKpRqx6nqv7OGnrNqfiC+Rf3aSpCp+i9P/HjX0uV2WHlbqz5DOrvExT6I95r1DwxKADtQAvSgA96ACgBKAFoASgBaAAdKACgANACdaAFoAKAEoAKAF70AFABQAUAJQAtABQAnWgAoAX2oAKAEoAKAFNABQAlABQAvSgAoAKAEoAWgA7UAHagAoAKACgAoAKACgAzQAdqADtQAUAFAB2oAM0AFABQAUAFABQAUAFAB2oAO9ABQAUAGaACgANABQAUAHegAoAKACgAoAKACgAoAKACgA6UAZ3iLV00LRL2/kIAgiLjPc44H4nFVFXdhN2Vz5m8JW/2ySW4yTubgnnPvXsxVkeTJ3Z3EELxgccU2SiYuCpyOaQyux54J49aAKV3Lkc8j2oQGXN8xOCaoRj3+4qTkHtQI5ifO8Fl29SCfrVCGIoMu7I57ikBv6eFfaFPXj6/lSKNu2G0A9PWgZehBYhev1pMCWTd0YdO9NAZl+wVSD+tAjlryNnmY4HA6g8H2piKbFhJgYFCEeoeECJLSM5yallxO1sh+8H0rJmqFvjwaaJZymoDc5GT1+laogzmyTz19cUEmnpfysuQAaTLRvpyOtSMSQdfSmMpy8HIpklvT7zDhWPFS0UnqZULw3Ws3ssfO6Xyyc8kr8uB7Zz+ZrwcRO9RxXQ+xwUOTDp99Tl/iV4qF7O2kWm24m3qHVOi7cFV+gwM+w9+OGVKeMn7CkvV9EerSq0cupfWaz9F1bOb8NeFbrw14oi1K/ZpGuE2K5PCe2K+uoYelh6Ps6fz8z8+xmLq4yv7ar8l2R6vPYTSRia1lIfrgng0XWzMLPoU4/Fz6e/2fVLZkB4D4yrUOF9Yi57bk0mv2s4xbt8p9+lK3cd10PO/irdG3s7a8UhVcmGRj9Cy/wAm/Svkc9o6Qqx66f5H3nDFdc06M9lqv1PZPgH4Zfw74CglmXbc6hIbt17qCAFB98AfiTXThqDw1JU5b9Ty8wxUcXiJVIbbI9IrqPOCgAoAKACgAoAKACgBKAFoABQAUABoAOlABQAZoAM0AFABQAUAFABQAUAFABQAUAFAB2oAKAEoAWgAoAKAEoAXNABQAUAFACUALQAdqACgAoAKACgAoAKACgAoAKACgAoAKACgAxQACgAoAMUAFABigAoAMUAFABigAxmgAxQAgFAC0AFABigAoAKACgAxQAYoAKACgA6UAA60AGKADGKACgDx79oTxDJa6daaVExVZv30mO+DhR+eT+ArpoRu7nPWdlY4nwZAILZFHPHNemecdYzgCkVcidzzQA1jlO1AFGYBmYHigRlXCMrEg8VSEZV9jaSVOR1INAjnLqIFM53EfnVCKsKFcbRg1IG9p6n5c9PTtQM3LblRgg0FF+HJwSc46GkwJHQDJNAGTfsGRtvU+tMTOXuCRLNjjnI4pkldH82ZFP3+n1poD0/wgD9nXPPFQy0drZ8N+FZM1QzUX/dmnElnJ6hLv3dODmtTMqou4g+v4YoA07H7wwvPrSsO5sxHj+lIoe3SgCtMvFAFRmMZyOKdhXOdTwnqM2pXf2XWnsbG5kaVkSJTKpYksFc9Bkk9OM1zyw9GUudrU7aeNr04ezi9C/4V+GFn4dvJJBM94xO5ZZuWx7+9dPtEo8sVY5ZKU5c0nc6rU9Jgv7YxOOPX0qIyadxNJoq2e/T4fLkffjoTTepK00Kmozw3UZSVVdfRhQtAdjmZoEtpf3RAXPQdqu9zO1iKXQofFd1Z6fcJ5kIuEmKepXOP51jOMXZyV7anTTqThfkdr6fI+jLK0SytIYIxhIkCAewFeRJ8zbZ6EVyqxP2pFBigBBQAtABigAxQAlAC4oADQAUAAoAMUAFABigAoAMUAGKADFABQAUAFABQAUAGKACgBMUALigAxQAUAJQAuKACgAoASgBcUAGKADFABQAlAC4oAO1AB2oAM0AFAB2oAKACgAoAKADrQAUAGaADrQAdqAEzQAtAB2oAM0AFABQAUAFACdqADvQAtACUAGc0AFACmgAzQAUAFACUAFAC0AFABQAfSgAoASgBaACgD56+P1+lz40sLNTuMNspkA9SzHH5EfnXfhlpc4q71sM8PRKlspwRXazkNZznoTSAhLHJHX0oAfkY9DQMrScOR2xQIyrnliMcdaoDJv2yOuD6mgk568yjEEHI7imIr24Lrnrz27UgNvT8A4Bxg/lQM3YQWAOAcelBRbgVSoBz9aTAkfauPmJHoRTQGRfohyelMk5qdQjtknDe1AinEM3SNxkd+lFwPV/C6/6Mh7jipZaOvtTWLNUQ6g2VqkSzkb5MSsRxnqD0rUyZBZ9SDkH0NJjRs2ijd0pFI1YTgYxmgokbmgCFlNArEUkQb2oEVyjxNkdBT0EXrLUgMK5wRUtFp2L1xcjyy4wR3xQlcT0Oe1DUkZsA8+1a8rMnNGdkzk8H8aGrBe5VuYGZtkakseMAZpDOv+Gnh8rrJlnHzIvmYbrxwP1OfwrjrytHQ66Mby1PWRXmneLQAlABQAtAAaAD8aADNABQAlAC0AAoAKAA0AJQAtABQAlAB2oAXvQAUAFAB1oASgBaACgBKAAUAHagBelACUAHFAC0AFACcUAGaACgBaADNACUAKTQAdqACgAoAKACgAoAKACgAoAO1ABQAdKACgAoAKACgANABQAUAHegAoAKACgAoAKACgA6UAGaACgAoAKACgAoAKACgAoAOlABQAd6ACgAoABQB8n+Ob/+1/iRrM7EOEuGjXPovygfpXrUVaCPMrO8mdXow22y4yBjvWzMi+zcE0gIgfmHPPWgCbOQBjrQPcrXagDdzQBmT5OTnPFMRjX3Gcj2pknPXh2hgSe2BTEMtcMRgc5IIoA2rBTu3Adu1IaNmFh6EGgZct2JB4/CkxkrsJE5APSnYDHvgOSOB0oJOdvXVQQwyM9aAKVvHvvcBg3OeaYj1bwvkWqA4yBjNQzRHUwvgcVmzRFe9fIPNUiWc3e8s2DWiM2VbUndgnBzigEbFrnKj09aQzTj6980ikT7hjmgZE3Xvigm4mOc/wBaBjWUMOlAyvNbZGc0IlkK3s1m3XK+hp2uLVFi2utNnbL28Yc+oobmuoJRe6L4tNPnX5VCD/Zao5pLcvliSpHZ2MZ8lACe/U1Lbe5SSRe8H3W3XV54kVk/r/SuesrwN6ekj0KuA7A7UAFABQAUAFABQAUAFAAaACgAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAAoAKACgAoASgBaADFABQAlAC0AFABQAUAFABQAdqADtQAUAFABQAUABoAKACgA7UAFABQAUAHagBKAFoAOlACUALQAUAFABQAnagAoAU0AJQAUALQAGgAoAKAEoAWgAoAKACgAoAOvtQACgBKAFoAq6neDT9OurpsbYInlOf9kE/0oSu7Cbsrnx/pLNeX0lxKCXlkLnPck5r3IqyPIk7s9I0xdkAFJgWmU5GD2oAaow3SgCVSCaBkV0MrQDMWdTg8H+dUIybzIJG7n3oJOe1I7HORznPWgRHasUIIGffFAG9po37udvpmgpGxCSAOc0DLkBAPvSYD3XAyKEBj6i44zjBPJHpTJMC62ujdz3xxQIzLXK3nXI9QKYHrPhht1qhqWaI6VGx1NZloqXcmSaaJMe4QMxyB+dUSUx+6YcflT3A2LPjBGKRSNBScev4UBceMkYzigBG6e9AxM8UCuIelAiCWTGetAipIpfqOKYPUpyaezng7fpTuTYWGxuc8SECloUjRitJI0zI5Y+lSy0aehT/ZdVtHz/y1UfmcVhJXi0ap2kmeqivMPQFoASgBaACgAoAPwoASgBaAEoAWgAFABQAGgAoAKACgBKAF7UAFABQAUAFABQAUAFACUAFAB2oAWgBKAFoAD1oAKAEoAKAFoAKACgBKAFoAB0oAO1ABQAZoAKACgAoAKACgA6UAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB0oAKACgAoAO1AB1oAKACgAoAKACgAoAO9ABQAfhQBxHxl1n+xfh5qrBtstwotk995wf/Hd1a0leaMqrtFnzz4etzIY+wFewtjzDuojsQAdu1SBaV+mOhoAlXae2KAEERA45oAgujhTxg0AZExIB5596oRj3oEgOSeelAjC1VcZAOR7mmIqWvDkHj2J/rSA6LTO25evcUDNeFQABnBoGXIkAYEc0rjJH4JxyKEBk37RSIwI2nB9jTJOfu4NylhgZxgg96BGTErpdAkAjNAHrHhVs2ac5wKTLRvrJ61mWVrg5BqkJmdMA27sQDTJK24jAPP4UAaloMgYxQM0EJB5oGSg0DI3OKCWAxQFhrtxx1oKIwuTyeKBWHZUdB+NAChQewoAnjQDmkxkc7cVI0Mt/wDj4hA67xU9ytT2AV5J6QUAFABQAUABoAKACgAoADQAUAAoAKAA0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAfhQAUAFACUAL1oAKACgAoASgBaADtQAUAFABQAUAFABQAUAFAB2oAKAD8aACgA7UAJigBaACgBKAFoAKAEoAWgBKACgBaAEoABQAuKACgBKAFoASgBaADtQAUAFAB1oAKADvQAlAC0AeL/ALSeo7dN0XT1Y5muGlYeyjA/9CNdeHXvXOau9LHAaFaiBVJGDxXpHAdMq96kB4BBHpQBYQ8e/rQBIgzmgaK12NwINAGNdZA6bgOKoky52O77uMdQKBGNqo3AMDwc9aBGbCQQeADj60AdHpWGjHJU47jrQUjYiQkHnNAFpAyZ9hSGI+5R1HHrTEUL1WZScDIOfY8UAYNwCqygevQ9KBGTA+ZwDgjP8NMR6j4ZIFkp9qllo2g+QagsiZjTEUnz5jHqCKZJCQc496ANG0BHfpQNGiOnNAxQPxoAGFAyM8HrQTcG6UDGMcCgYKvPU0CJkXHJoAl3cUhkMvqe1SNCW3M8J77xUPZlLc9eFeUekLQAlAB2oAXpQAe9ABQAlAC0AJQAtAAOlABQAGgBOtAC0AFACUAFAC96ACgAoAKAEoAWgAoATrQAUAL7UAFACUAFACmgAoASgAoAXpQAUAFACUALQAdqADtQAUAFABQAUAFABQAZoAO1AB2oAKACgA7UAGaACgAoAKACgAoAKACgA7UAHegAoAKADNABQAGgAoAKADvQAUAFABQAUAFABQAUAFABQB84ftBah9p8eWNupyLa3UFR6klv5EV34daXOOs9SrpxDQK2MYFdpxmtFIGPTmkBOD86jHegCwQB24NAxycZ9KARWuSOfSgRiznDnBxVAUJxks3r6UEmJq37pQ2MoT1HIoEZ8J54APcYoA3dOXcFBABHrQM2oAyEA896Bl1VGCemeaQDZh057daYGbeQbo84KkDG5aBMw71XVX6HI/EGgRhoc3Kjpn1FAHqXhghtNjONpxzSZaNsZAPeo0KI2JORVAU5vvnvQIYvXJoEXrc+9AGkn3aChS2BQMjaTPGcUEsbkmqEGfepGgxnpQNirQBIvPrQBIBmgZBOc8VA0AJjeNh1DA4NSykewCvJPSCgAoAKACgAoAKACgAoASgBaAAUAFAAaADpQAUAGaADNABQAUAFABQAUAFABQAUAFABQAdqACgBKAFoAKACgBKAFzQAUAFABQAlAC0AHagAoAKACgAoAKACgAoAKACgAoAKACgAoAMUAAoAKADFABQAYoAKADFABQAYoAMZoAMUAIBQAtABQAYoAKACgAoAMUAGKACgAoAOlAAOtABigA6UAfI3xXvWvvidrEoO8JMIwM4xtUL/AEr06KtFHn1Xqzd0dgbZc8jHOK6Wc5pwAqSRzmgC2hI25/WkBcXpjtQMfjC5IyKAKV0vBxigRiXGRu4/KqApSLtZihwTzigkydWBe1YYBPJx3oAyrIAheQT69KBG7YHleCfUA0DN2MZYYbjHegZawQikdfakhiN8w2jg0wKFwSM5oEZV+u2B84dPQnpQKxzbIPtIwMYGcGgR6Z4ZOdPQjuO1Jlo20bPFIpAcc0gGSRB8ZPJoCxXERU8HIz3piLdugznoKAsW94XocmgYu4t3oAZQSA61QDs8VJXQCd2AKAHJ9KARKAx7cUBqOJwvNAyuQWf0FQNCycMv1qWUj19SGUEdDzXknpC9qADFACCgBaADFABigBKAFxQAGgAoABQAYoAKADFABQAYoAMUAGKACgAoAKACgAoAMUAFACYoAXFABigAoASgBcUAFABQAlAC4oAMUAGKACgBKAFxQAdqADtQAZoAKADtQAUAFABQAUAHWgAoAM0AHWgA7UAJmgBaADtQAZoAKACgAoAKAE7UAHegBaAEoAM5oAKAFNABmgAoAKAEoAKAFoAKACgA+lABQAlADZZFhieRjhVUsSewFAHxHrV+2r+JL6+Jz9ouZJQcf3mJ/rXr01ZWPLm7u53egzH7MgORkY4rVmZ0UafISOtICUJ07UAWF4IFAFlHBwD+VAyjfR/KdvJ9DQJmHcDDkEHnvVCKMp3cZANAilexCRMcZHt1FAGPBEIZmXsD35oEbNmgUjHSgaNuBD1HzDqKLlFlSCgwenYmkAuA4ye3GaAKV5AcEk4B74piZiXqstu6k8exxQI5+YfvyOfbigR6P4Wk3aeueo46f4UmWjeXHekUAAoAVgCPWgBhGenHvQA9G9M0ATL+lAyQAAdKBCE/hTRImRnmmBIuPapGPXOc4oGSD3NACl/egCNyTQMbuxUsaGSHOPrUspHr0B/cx/7oryD0VsSUDEoAKAFoADQAfjQAZoAKAEoAWgAFABQAGgBKAFoAKAEoAO1AC96ACgAoAOtACUALQAUAJQACgA7UAL0oASgA4oAWgAoATigAzQAUALQAZoASgBSaADtQAUAFABQAUAFABQAUAFAB2oAKADpQAUAFABQAUABoAKACgA70AFABQAUAFABQAUAHSgAzQAUAFABQAUAFABQAUAFAB0oAKADvQAUAYHj7UBpfgvW7nOClpJj6lSB+pq4K8kiJO0WfIGkxpLcKpHPUV60DzZM9A0+AIigcCtCDchIAHNSBZjX35zQBKpy3SgCbkc9aCindHAJ6YoJMi4TcSc00BnOSCdwxTJKNwFK9wRQIowLl2PX1B60AaFoFUDkqQcUDNq2BVB7fjQxlkqCOD2pDGFXTsSM9qYiGZ2RT0KkdCKAMe92kHA6igRztxGUlxglSencUAd14ZYx2y8gj60mNHSRuG+tSy0BYA8jk0w0EdscZoAhEhY47+mKCSxB1x0oGi0DjGfzoKHHH0+lAhDj/APXQJiA+nSgB6e/NAEm4mgdxwBFACNx0/SgBuevNAxhyzYHSpYBINoH1FSy0eu2x3W8R9VH8q8lnorYl7UhhQAUAFABQAUAFABQAGgAoABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAAKACgAoAKAEoAWgAxQAUAJQAtABQAUAFABQAUAHagA7UAFABQAUAFAAaACgAoAO1ABQAUAFAB2oASgBaADpQAlAC0AFABQAUAJ2oAKAFNACUAFAC0ABoAKACgBKAFoAKACgAoAKADr7UAAoASgDhPjdctb/DfVAoGZTHH+ci/wCFbUvjRnU+E+XtKObxSPrwK9SJ5sj0LTHLRqfarJNeI5A9KkCzESGoAnQ5PWgaJudvrQPUq3IDA+lBJkXCFX/wNUBnzhhnADUCKVxtZW6AkUElOBC7EFgGAOD2NAy5ahx1GD0IoA2LV8AAjqM0DLPBXBFLUY7AwMHGKAIJQGwGwPc0xGRfxFCpXnPp6UCsY16gMq4BIJ7DmgDr9BT/AEZTjPHpSY0bHK9DSGI0reuKAGmQnvkUAPQ5I5FAFuMc9RQNE33cdxSKHBs+ppgBbt3oAQKc57UCHjPHpTFuSrikMXdjvigALfjQDExn2oAVRwTUsZFMen1qWVE9dtDm1h46ov8AKvJe56S2JqQxKAFoAKACgA/CgBKAFoASgBaAAUAFAAaACgAoAKAEoAXtQAUAFABQAUAFABQAUAJQAUAHagBaAEoAWgAPWgAoASgAoAWgAoAKAEoAWgAHSgA7UAFABmgAoAKACgAoAKADpQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAHSgAoAKACgA7UAHWgAoAKACgAoAKACgA70AFAHmP7Q18tt4C8n+O4uUQD6ZY/wAv1reiveMqrtE+b9BPmXAIUnnkmvTiecz0fTSvlDpkVZJqqPlHr3qQJ4mDc9KAJkPAzQBMrYHUUD2Ibhfl6UAzIu1Kk56U0IzJDhs5pksrOhkbCkHvgUAUtpSfIPB4x2oEXrX5eV+bPb0oGa1uVKHAww6dqBlpQSAeM4pDE7HIHoaYEMrr/EOnPuKAMy9UeZ8vAPNBLMi+iEu1hgMDzj+dAXOt0Hi3A6YHTNJlGsACKQEJTk/SgA54IAwKAFHfOOuaALUWe1AEwGevFBVxT8h56UAKCT0xQK5JyepH4U7CHIMd80hodnGMUDA8UCYBxjk5oGKPWgBHcngVLGN2F2QYJJIGB1qJbFRPX4VCRIo6AACvKe56S2H0hhQAUAFAAaACgAoAKAA0AFAAKACgANABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAH4UAFABQAlAC9aACgAoAKAEoAWgA7UAFABQAUAFABQAUAFABQAdqACgA/GgAoAO1ACYoAWgAoASgBaACgBKAFoASgAoAWgBKAAUALigAoASgBaAEoAWgA7UAFABQAdaACgA70AJQB4p+01K50vRrdWC7pZHOfYAf1rqoLVnPW2PGvD9sqzLjivSRwM720h2qMdfT1piNKF8AcYpWAsIAenBpATAcc8ZoAXafLFAyOZyAAeaAM+dhIvPBoEZVyoXJxmqJZRZirBjggDvQIayiRyx68Z96Bkqw7GEiHjoVPSgDXtl81cg4brS2GW1Djb6H1oGNfBByCCKAIZUSSPK/ePQetMDNuIh5hxx7UEmVdp5U4IyATjAoA63R+bdGHX3FJlI1OCM/ypDIcA98eooEDA568e1ACRldwIH60AWEc/wD1qBkoJOOaBDgOeeaBj+AaBD1PHSgB4LH6UAKTxyaChhYHnJoEJvA6A0DHK27p0oAlUCpYyfT+NTtPTzV/nWc/hLieqp90fSvLZ6EdkOpFCUAHagBelAB70AFACUALQAlAC0AA6UAFAAaAE60ALQAUAJQAUAL3oAKACgAoASgBaACgBOtABQAvtQAUAJQAUAKaACgBKACgBelABQAUAJQAtAB2oAO1ABQAUAFABQAUAFABmgA7UAHagAoAKADtQAZoAKACgAoAKACgAoAKADtQAd6ACgAoAM0AFAAaACgAoAO9ABQAUAFABQAUAFABQAE0AfPP7TV80mt6RaqR+6gZyD0+Zsf+y12UF1OSszzfw58s4BG3HrXoI42d/ZHdGvQjHBHShiNFFyM9fpSAmCAc+tAEuQeM4NAwDY4NADJ9pWgDNuEGAQaYjPuV3EgnJ9aYihJAUYkH5MelAivEGTKnAz0xQIu28oztP5DvQM1IoggBXp6+lBRcjchQDSAScBtw6UAUbgkbBkDJ70wIGPmOwPbp35oEZuowZU7geD1XnigR0OiZW2UE8ikxo1ieKRaIJSueTjPpQSIdueGJoATG1shjimItQgEdTUlonQ9s80Ax2PemKwoY5xjFAEitj3PrQMRpfx+lADGO7tmgGIfQnFACge/FAWHbsUAPRjnnmkMntZjHeQOB92RT+tZS2LietRnKL9K8t7noR+FDqRQUAFABQAUAFABQAUAJQAtAAKACgANAB0oAKADNABmgAoAKACgAoAKACgAoAKACgAoAO1ABQAlAC0AFABQAlAC5oAKACgAoASgBaADtQAUAFABQAUAFABQAUAFABQAUAFABQAUAGKAAUAFABigAoAMUAFABigAoAMUAGM0AGKAEAoAWgAoAMUAFABQAUAGKADFABQAUAHSgAHWgBCKAPmD9oO8+0eP5IWYbYYI4+O2Ru/8AZq76C904qz1OS8P/ALt0BY/j0ruRyPc7+wCFflbjHftSYGpCMdeSKQDwSO3FAD0OV6UDBcFsHtQAyZSPcdqAM64QEnGQfSmhGfPxgMQc0xFaROMgg+oxQIrmIMSe47CgGSiEgx4bkEdRigDXhYjqCO1Ay7x0/nUjGyjGcjINNAU5YwUPUYNMRnSEqzf0oERyyG4TnnJwc0Ab+l/6heSMcUmUaLcY70hkbtnjk0CEwG9vegB2B9TQA9GIPTrQMnRwOqmkMkLZPANAwyc9KAAkjr0piDJIx0oAVVzwTQBIsIPagCQQqelAxfJA7c0CApikxjN+x1I7EHFQ9ikevQndGpHQivJe56EfhQ/tSLDFACCgBaADFABigBKAFxQAGgAoABQAYoAKADFABQAYoAMUAGKACgAoAKACgAoAMUAFACYoAXFABigAoASgBcUAFABQAlAC4oAMUAGKACgBKAFxQAdqADtQAZoAKADtQAUAFABQAUAHWgAoAM0AHWgA7UAJmgBaADtQAZoAKACgAoAKAE7UAHegBaAEoAM5oAKAFNABmgAoAKAEoAKAFoAKACgA+lABQAhoA+R/jTc/aPiTq7rh9kip+SgEV6VFe6jgq/EZehvGI1GDgdPUV1nKdzpjKY1GQePxoGa8YOMjipAeHYADpQA8N8uCKAHAq4GP1oGRyZxigRTmyxwcc96YGbcAg44IpiKci4yRjA96BEAlDZOcNnq1Ai7FI6KA6g+9AzQjkwAOQPTNBRcV92M+nWpAdgOpHXv1oAp3ETAEqcjNUBm3CNuz68YNBJnndG2CDnrQB1GlOWiXPf2pMpGlIQBzx9BSGyNyBz1oENKqDx0NADsAgYP5UAPVgO1AEgfkDGc0ATqcdP5UDTAsRQMazZ7UC3HKmcEmgZMqgUAPBNAxyvkUAOzxSAQ5NAEbdRxUMaPXLVg1vGfVQa8l7now+FEtIsSgAoAWgANAB+NABmgAoASgBaAAUAFAAaAEoAWgAoASgA7UAL3oAKACgA60AJQAtABQAlAAKADtQAvSgBKADigBaACgBOKADNABQAtABmgBKAFJoAO1ABQAUAFABQAUAFABQAUAHagAoAOlABQAUAFABQAGgAoAKADvQAUAFABQAUAFABQAdKADNABQAUAFABQAUAFABQAUAHSgAoAO9ACOcKT6c0AfE/iTUX1bxFfXcud887yE/Uk161NWR5s9Xc0dIjHytjHuBxW5gzsrBPkUjBNAzXtmZcg/rUgWVAcdOtAxSmBxzigBh45xigQhIwc5xQBWkT5hgg07gUbiM7+mRjkGmIpS23zqRlVP4igRFHaFxjb83PSgCeIbQispHvQGxciO04PTtQUXo+Oe1JgPxkDGKLgQyHGQTwaAM67QAkdcUyWZcgU4GOhxzxigDo9HAaJTkj6dKTGazDKdDmkV0ISBt75oEMYZIoAcuRjnmgB4I45P0oAkXr3oHYkDev5CgQx3z9aAHKCwHFAyZEx2oGSLgH396AuKOvegVx4XH/16BjgCaBgalgMk4U0ho9Y09hJY27DoY1P6V5Mt2ejD4UWO1SWFABQAUAFABQAUAFAAaACgAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAAoAKACgAoASgBaADFABQAlAC0AFABQAUAFABQAdqADtQAUAFABQAUABoAKACgA7UAFABQAUAHagBKAFoAOlACUALQAUAFABQAnagAoAU0AJQAUALQAGgAoAKAEoAWgAoAKACgAoAOvtQACgDP8QXJs9B1GfBzHbyPx7KacVdoT2PiuGfE7LLH9og9R95ff2r2IHmSZ1GiaeJLdZLacyf7LcMP8a1MrHS2O+L5XXafToaQGxEf7w5xSGTRNg5/nSAkWQF8E8+tAA3zcdfpQMgkBA4NCEVmb5vT3qgK8sm7Izg0CKzy/wnB6cdM0ACEDK5+me1AgjkIdg43AHjNAyZVQupyUzzQBbi3r/FupDLJGcMRj6UgIZ0xzk4xTQGbeZfJyMimSZ80ZOCMAg0AbmlDbt4C0mNGu33RzmkMjY4zwfegCMsrcYwaADIXvk0AKOQDmgB4fJGcUDuSq272oDQcqljjtQBNGuB1pDJR+ZpgKDnjFArjh16UDH5zSuMUGkAhBoYEcme1IaPU9EOdHsiephT+Qryp/Ez0YfCi9UFiUALQAUAFAB+FACUALQAlAC0AAoAKAA0AFABQAUAJQAvagAoAKACgAoAKACgAoASgAoAO1AC0AJQAtAAetABQAlABQAtABQAUAJQAtAAOlAB2oAKADNABQAUAFABQAUAHSgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAOlABQAUAFAB2oAOtABQAUAFABQAUAFAB3oAZPElxC8Uih43UqynoQeCKA3PiPxRd6LoHxL1fwzFfLbXdpclIYp22GRcAjYTwSAcY68dK9CliYSfJLRnLUwtSMfaJXR1Wmw7CgkTDHrInyk/Xsa7zgOrsXcFQxWZewcYI/PpSaC5fijjzj5o89AwyKQyRrVgDtO4e3NICBsp9RQAR3AJHOD05pASecCCGFOwETQB87SRRcCheWzxKSQSPVe1MRVkGdpzjHrQIRV35I53CgCQRuBnHJ9RmgB8bgMFdMAdKBluIBVBX5lH5ikMvR4dRikAlxEVOf8AZ6imgMe9BAPA+lMTKBPmHAO3nkEUCNuwTGMkEe1JjNNcFcZA/GkUNbrjjP1oEQy49vxoAakg9abQEoYfjSAUHJ6YoAnQ7h2oAmXA9aBocOKBjw2BQAm8g9aBIeH465oGOV6QrjwaB3Gs59KVhjeQCSKQI9T0Jg2j2JHTyU/lXlT+Jnowful+oNAoAKACgANABQAUAFAAaACgAFABQAGgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAD8KACgAoASgBetABQAUAFACUALQAdqACgAoAKACgAoAKACgAoAO1ABQAfjQAUAHagBMUALQAUAJQAtABQAlAC0AJQAUALQAlAAKAFxQAUAJQAtACUALQAdqACgAoAOtABQAd6AENAH5Z/teWiaz8YfFYbgLesoYdQVAH9K8bFVHCTaPqcDTU6STON8BfFX4jeABDFZaxHr+mKQP7P1keZgeiyj51/MgelctHOKtF2bujevklKurpWZ9FeDv2ptDvljg8TaPqHhi56GfyzdWpP/XSMEgf7yj619FQznD1vidmfL4jJMTR1iro9s0HxFpfiKyS80nUrPVbFuRNaTLKn4lScH617UKkKivB3PDnTnTdpqxsYU4KkqcdRzWhA2UMeSglHqOv+NIChiGRiA2D6MP8KYiQRkLx24OORQBH5uxunA6EUCJGlWRD/hSGUpYBI5wfypisVGi8qcKSVB79KAsW1yCUODjv3oGJnaTkZoAnhuRH60mBbWZDg5xSAmWRXBBNAGdqMPyN8oNNCZiSqokBAP3uR7UxGzZBQgYE9O9JjuXkKHp3pDFccA8UAQyY+tAEIO09KoCVZcjr+AosIkBLewqRlmEjvg0AWkwaBok2ikUIcL2oAQuCOlMQqNzQSS0FDs+nWkMXtzSYEcp96QHpnhiQSaFZFTkeWB+XFeXU+JnoU/hNWszUSgA7UAL0oAPegAoASgBaAEoAWgAHSgAoADQAnWgBaACgBKACgBe9ABQAUAFACUALQAUAJ1oAKAF9qACgBKACgBTQAUAJQAUAL0oAKACgBKAFoAO1AB2oAKACgAoAKACgAoAM0AHagA7UAFABQAdqADNABQAUAFABQAUAFABQAdqADvQAUAFABmgAoADQAUAFAB3oAKACgAoAKACgAoAKAEPSgD8s/wBo65Evxe8WluT/AGrcgY7YkYfyFfOY+/Mz7TLF+6icJpQU4ww59K+WqPU+ppo7jSbUkqmflKk7ieaw5mtjflvub9h4Xs/PF3b+bp96DxeWErW8o/4EhGfxrso4urSd4SscdfB0aytOKZ2Fh8QPiJ4SjWSGe18YWCcmC/XyLvHosqDax/3kP1r6bD57VhpU1Pk8Vw/Rld0nY6fwz+1Z4R1G5FlrouvCeo52tHqcf7oH/rquVx7ttr6WhmuHrbux8tXyjE0dldHqVrqdnrNml3Z3EF9bScpPA4dG+jCvXjKM1eLueNKMoO0lYlV1B3ozIw/EVdiCB7ouCSquR1K9en5//qoC4i3gZcocEE/K/wDjSsFypcalJblnKAoOWZTnAp2C4w34nPADKPxBosK4jTjJZUYEdQtFguWIblJRySD70gAuqnJXvyRQFy5BgqMHr0zQUPKsjcZB7YNIRHOzBcsSOPSmMo7S3OAe5OKCS/aBRHgn8qBosqdvIzSGBk4wPyNFhXIWb5vf0oGMydx+YUydh69c8ZoKJlYjvUiJY5dpoGWIbjJoGiysmetAxCxPXmgLjDnP3aCSRKAJwpI6UFiqh6HigQ8pgVNxkcgCqSaQHbfD64aTTJo2JIjkyufQivPrq0jupO6OqrnNwoAKACgAoAKACgAoASgBaAAUAFAAaADpQAUAGaADNABQAUAFABQAUAFABQAUAFABQAdqACgBKAFoAKACgBKAFzQAUAFABQAlAC0AHagAoAKACgAoAKACgAoAKACgAoAKACgAoAMUAAoAKADFABQAYoAKADFABQAYoAMZoAMUAIBQAtABQAYoAKACgAoAMUAGKACgAoAOlAAOtACGgD8mPj1cPc/FvxdICTnVrs4H/Xd6+Zx795n3GWr91E57Q94dC2BjHavl6h9PT0PQtJXzNuMY/lWDOo67S124BOR2/wAKpbiZ01oVWPDZx2yK2TOaSuYnjLwNp/iy08ueFFm/hlC8itoVHB6HNOmmeG3nhvXvhpqEl5oepXmmSk8yWMrR7v8AfA4Ycd816tDFSjrGVmeXXwdOorTjc7Xw1+1Z4z8O7ItZtrPxDAAAXYfZ5z/wJRtP4rXvUs2rQ0nqj5yvklGXwPlPT/D37U3gvXk8u/a78Pzt1F5FvjB9pEz+ZAr2aWbUJ/HoeHVybE09Ye8j0PR/F9hrtqJdL1Gz1WIcq1vKsmPrg5FerCrSq/BJM8ipRq0tJxaLh1CKUEmN0OcHYc4/CtrGFx9tI8r74Jo5DjBV+vY4596PUC9FPMkZWe2YqB95TnHB/wAKVhllfszKSGK84w46UgCWCMktFIrewbGfzoCxatHliAV4iB644NSxoS9aQfMmDjsKYMzn1RgCrAqe60WEJBco8nIGT39aANCNgOV+UUAPM7J1PFA7jxMJCM4x6UDHt1G0DFJCExuHQH9KBkkfpimBMqZ9qkBVgGeDzQBKkW09c0ATr+VBRIXA4oJFDg0DRMinH8X5UDZOi460hjtyj0B96VgGM6+pP0osBXmfByq4OMZJpgjq/hskvmag5BMR2DcehIz/AI159fdHZR6nc9q5TpDFACCgBaADFABigBKAFxQAGgAoABQAYoAKADFABQAYoAMUAGKACgAoAKACgAoAMUAFACYoAXFABigAoASgBcUAFABQAlAC4oAMUAGKACgBKAFxQAdqADtQAZoAKADtQAUAFABQAUAHWgAoAM0AHWgA7UAJmgBaADtQAZoAKACgAoAKAE7UAHegBaAEoAM5oAKAFNABmgAoAKAEoAKAFoAKACgA+lABQAh6UAfkV8ULkX/xI8RT5DCXUrlwR3zKx/rXyGYSvNn6BlsbUo+gaVbHYCPyIr56Wp9FFHU6fuGFQZwePXFRY1TsdppIVgjOQDzuFWmhNnSQyHy+OeOBV3MmiQud2c4AFImxm6zotvqdq4cKQRjkdauErMiUTxXxf4CNpcNNAuQcgjHAruhV6M4J07HCXmkNG5QjDehrqUjBxKK28lhOs0Ez29wpG2SJyjj6EcirjNp3RnKmpKzR2Oh/Gnxv4c2Imty30Q4EWoIJ+PTc3z/k1ejTzDE0tpX9dTy6uV4WtvCz8tD2T4ZfG/UfGXiHS9Hn0SP7bfTx2yS2kpC7mYLuKsCcDOetexh83nOSjOP3Hh4nJIU4upCe3c+pJPhz4o0SRhJZLfwD/lraShjj/dOG/IV7qxEJeR806E0Z80U1o7x3ETwE/wAFzEVP6it1KMtmZOLW5VljXaT5fB/uMRVED7GYRSbfMlT3HOen/wBekxo0JnlbDLKjg9nX6f5/CkMy7wuYiZLWOTH8UZwe3p/nrTEQWZicA7JEYdQRn8v89qANxDGYsANkf7NIexCzRhTjoD/d/wDr0BoPjFsdv7wj22j/ABoAnT7MHA8xuf8AZ/8Ar0DugkWJOQzMD/s0AOieLJHzHHQ4/wA/5FAFtShHAcn6UgJonQnBiYn3pDJgoHSHH1NAEgXI+4ij6CgZFIr5BDKPpTQhrFj/AMtfrwaAuPQkDBYn3xRYLkivg4IJ9yaLBceevVc/WkA6GN522Rq0jH+FFyfyFJtLdlJN7GxYeDL69IMiC2jP8Un3vy/xxXPKvFbam0aMnudzpWmw6TZpbwj5V5JPVj3NefKTk7s7YxUVZFypKEoAKAFoADQAfjQAZoAKAEoAWgAFABQAGgBKAFoAKAEoAO1AC96ACgAoAOtACUALQAUAJQACgA7UAL0oASgA4oAWgAoATigAzQAUALQAZoASgBSaADtQAUAFABQAUAFABQAUAFAB2oAKADpQAUAFABQAUABoAKACgA70AFABQAUAFABQAUAHSgAzQAUAFABQAUAFABQAUAFAB0oAKADvQBQ8QanHouhajqEzBYrW3knYnoAqkn+VJ6DSu7H5CPu1DUpJ5DlmbcxPqeTXwuLnebP03B0+WCR0ljDsRcEgjpXmHrWsdDp0QfDdGHJArNsZ0NnOVZSvAJ59qCrHQWl7kYz8xGOvehMTiTGUPwWxzyaoixNvU4C5x64qkyNzL1TTIryORSQCD07n3q02Q43R5b4r8KASFlGCeen9a7ac+jOadM881Cwa3k2sM4OM10XuczRXFsZAo9+DirTIaPov9i3wl/bnxp0u5ZC0emxS3r59l2Kf++pF/KvSwUearfsePmc+Whbufo7gYr6E+PGSwRzoVkjWRD1VhkUAYl94E0G/JL6bEjf3oMxn/wAdIrVVZx2Zk6cHujCu/hDpcrFre7u7Zj0GVZR+Yz+tbLEzW5m8PFmfN8Jr2MHyNVik9BNAR+oJ/lWixXdGbw/ZmZd/DHW9jKY7W4HrHKQf1ArRYmPUzeHkYUvw68Q2T5XTpio5HlyI38jWnt6b6kOjNdCxHoWuQL+802+IHpCW/lVe1p9xezn2OJvPiv4LtJJIp/GGh28qEq8c+oRIykdQQW4NZPFUFvJGywtdq6g/uII/iz4IkUFfGnh1gf8AqJwc/wDj1P61h/5194fVMR/I/uLkPxQ8IFwy+LNCcH+5qEJ/9mpfWsP/ADr7wWDxP/Pt/cy7/wALO8HuAR4s0f8AC/i/+KpfW8P/ADr70X9TxP8Az7l9zGt8RvCQOf8AhLNJHfi9j/8AiqX1zD/8/F94/qOK/wCfcvuYwfFTwgmM+KdMb6XaH+RqXjsN/wA/F941gMW/+Xb+4hl+M3gmFv8AkZrJiBnEbl/5A1m8wwq+2jRZbjH/AMu2U5/2hvAlv/zGHmP/AEytJm/9lrJ5phV9r8DaOUYyX2LfNGZcftR+EIBmGLUrr/ctgo/8eYVhLOMOtrs3jkuKe9l8zFvP2tNHjB+zaBfzH/prLGg/QtWEs6p9IM6I5FVe80R6d+05LrV5Bb2vhwI8zhE8y8yck4AwEpRzjnaSh+JUsk5IuUqm3kfVdv8ADvMaGbUH3YGRHEB/MmvT+sy7HifV13Lsfw+sF/1k91L7M4H8gKl4ibKVCKL9t4P0i2IIs1dh3lZn/mazdWb3ZapwXQ1YreKBdsUaxqOyKAKzu2aJJbEgFIYUAHagAoAKACgAoAKACgAoADQAUAAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAFABQAUAFACUALQAYoAKAEoAWgAoAKACgAoAKADtQAdqACgAoAKACgANABQAUAHagAoAKACgA7UAJQAtAB0oASgBaACgAoAKAE7UAFACmgBKACgBaAA0AFABQAlAC0AFABQAUAFAB19qAAUAeT/ALU2vP4f+BXiiWM7XniS1yD0Ejqp/Qmsaz5acmdeEjz14pn5qaKu6YkEkk8/nXwOId5M/UsNG0Tr47NoUDHPI6iuJnc0WrF2gbk5GcnFFrmSNu1m81sA49zRaxdzWibYo+bOKErE3L6T9u3rTJLHBVTn6UEluGBSR0LY71rFXIbMjV9LF2jAhffjtW0VbUhnmHi3QIzIcfLkHgDrW8ZmEoHCw2pSYxnnHpW8XdnJJWPt39gfwsI7LxLrzL18qwibHp87/wA0r6DL4WUpHymb1LyjA+uq9c+fCgBKAFoAKACgAoASgD8Q/i/emXxprMqD5XvJmAzkYLtXz9fWTPscMvcRx1jKzsO5z0NcbZ6MUdJZNtKqOh4OKxvc2ib9vBkjAJHbjqay57G6Vze0+JgpBU+mMUuYrlNWLdGoBQ5PXNRdMOUJGPlnjB7/AP66EOwkbOEw3X1p3M2iSR2SPGM+9O5m0iqku4eh/lVEHo3wN04at8T/AAvasNytqUBZR/dEgJ/QGu7CK9SJ5+Nly0ZPyP047V9SfEC0AFABQAUAFABQAlAC0AFABQAfhQAlAC0AJQAtAAKACgANABQAUAFACUAL2oAKACgAoAKACgAoAKAEoAKADtQAtACUALQAHrQAUAJQAUALQAUAFACUALQADpQAdqACgAzQAUAFABQAUAFAB0oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKADpQAUAFABQAdqADrQAUAFABQAUAFABQAd6APDf2zYXm+Ausbc4S4t2bHp5gH9RXPiNabR3YF2xET8+vB8Qmk6Drg+1fB4hWkfqWHtynpJ0tXswp5bHpXHZnWZckDQllbpng1aRm9B0UhUhWbp+lMRrxXJCAls56jNQ0UXre63R7Se3WkSXrdy6nJJIPBFMlmnASMEkgeo61rEyeotw3BCgdM4FVdgch4h01ZFyVGTTTs7Ba6PPL/Sgl0dvHPPauyk7s4qsban6I/sseFf8AhFfgroKvH5c1+rX78YJEhyn/AI5sr7HCw5KSR+eY6ftMRJ9tD1quo4AoAM0AFABQAUAFABQB+HXxRtXt/FmrROpDLdSqVPYhjmvm6795n2+HV4JmHo9m7sNwGOoHeuGUj0IxO30fR1Z0LLuJGRiuWUzrjTOy07RhtG1fxxXO5s6YwNuDTAoUhfwpcxpyIsx6X82SMbuOTTUhOCJZNJj8slgPrTUnczcUZdxpYiGRnd29K0UjBxaMq4LxLhs81dzJooy5Qqc9eoNaIweh7T+yja/a/jV4bUAnbLJJz/sxO39K9PAr96jyMxf7iR+jo6V9KfHhQAUAFABQAUAFABQAUAFAAaACgAoAKAA0AFAAKACgANABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAH4UAFABQAlAC9aACgAoAKAEoAWgA7UAFABQAUAFABQAUAFABQAdqACgA/GgAoAO1ACYoAWgAoASgBaACgBKAFoASgAoAWgBKAAUALigAoASgBaAEoAWgA7UAFABQAdaACgA70AcT8afCTeOPhZ4l0aNd89xZu0I7mRfnT/wAeUCplHmi0a0p+zmpdj8s/B+oHT9Ykt3Ug5718RjKfLI/UMFVUoo9msLiOeMH6V5p6voQanYAglPve1OwjKFqRISR8393tSJsLEjQ/eyc+tJgXoAUOQP160hGtaPnGTyf50iDZhc4B9uBWiVzN6E8qhoz/AAn+dUHU5/WoeDk89qLalJ6HN2XhyXxBrlnYW8e6a8nS3TA6l2A/rXoYaPNJI83F1FTg5PofpbpmnxaTp1rZW6hLe2iSGNR2VQAB+Qr7dKysfmLbk7stUxCd6AFoAO1ABQAUAFAB1oA/Iv8AbK8GnwV8c/E9usRFvc3H26IkdVlAfj6MzD8K8DGQ5Zt9z6/L6nPSXkeP6RKWIA69+a8WR78DvtAVickYz3rlkztid5YRtHEu044xg8VgdCRqQyttXgAdCMUFExkJAJAIz6UkxWHkGb6gdKq5Liird25bnA4746VSZlJGS+mGRckBgexraMjmkjGn0hndsAqByPatlKxzSR7h+xxZFfjTpRYY8uC4f/yEw/rXsZfrUPCzTSgfoKOlfRnyItABQAUAFAB3oAKAEoAO1AC9KAD3oAKAEoAWgBKAFoAB0oAKAA0AJ1oAWgAoASgAoAXvQAUAFABQAlAC0AFACdaACgBfagAoASgAoAU0AFACUAFAC9KACgAoASgBaADtQAdqACgAoAKACgAoAKADNAB2oAO1ABQAUAHagAzQAUAFABQAUAFABQAUAHagA70AFABQAZoAKAA0AFABQAd6ACgAoAKACgAoAKACgBDyMUAflj+0x4Mk+F3xt1yCFGgs55jeW237vlSHeAPYEsv/AAGvncfSXN6n2mV126a12GeF/Eq3NojE5PAyK+dnCzsfXwqcyOnN0JAHDcn1NZWNrkLTHf1A9xU2C49CJW555qWItFPLRWB5HagmxcttwVcDJ68VaRlc1YJiExj3Jq0rInqWWfNucnJ7EU7BfUzdRIkIHXjPHap6lbI7D9nTw9/bHxg0tyu6OxSW8bI4G1do/wDHnWvey2F6l+x8znFTloNdz7cFfVHwgUAFABmgAoAKACgAoAKAPhf/AIKS/D9pB4b8XQRcNG+m3LgDgqTJHn6gy/kK87GU+ZJnt5bV5ZODPhjw+4NwA6Z9/avlaqsfaUdT1TQ7NDEhCkE9jXC3qelGOh2FlbhRjHGM5pGhY2lV+RsGpYEaPLng5Uc9OaQy0smVPykZHX1ouS0ARnwOuf1qrkNE8dpuU8ZArWJhJFG9sCmCOcn0q0zJxPaP2PNMMvxXkuCv+osJmz6ElV/qa97K1ebfkfNZw7UkvM+2x0r6U+PFoAM0AFABQAUAFABQAUAFABQAUAFABQAlAC0AAoAKAA0AHSgAoAM0AGaACgAoAKACgAoAKACgAoAKACgA7UAFACUALQAUAFACUALmgAoAKACgBKAFoAO1ABQAUAFABQAUAFABQAUAFABQAUAFABQAYoABQAUAGKACgAxQAUAGKACgAxQAYzQAYoAQCgBaACgAxQAUAFABQAYoAMUAFABQAdKAAdaADFAHzT+2z8DZviP4Mi8RaRbmbWtFRjJEg+ae26sB6sp+YD0Ld8VyYmj7aGm6PSwGJ9hUs9mfn94dvZbCfYWO3PBPavk60LM/QKE1bQ9I0y+EkKl5QR0AxXns9GLuW5Lld24A4z2NQaIt2UvJfOcdutOxNzTgkRgODt9qh6A2XoZlLKqHGaaM7GjbvwQ3TGOe9aIlk7EmH5Vxj9aTY47lK5+YZDZPU47U4hI7/wDZt8TQeH/irbQ3O1V1WGSyRz2kOHXn32EfUivoculyzs+p8nnMHOlddNT7O619MfFhQAUAGKACgAoAMUAHpQAYoA8P/bS0+G+/Zz8UNLGHNv5E8ZI+6wlQZH4Ej8awrfw2dmEdq8T8rfDUYNwFZcjdniviq27P0fDrQ9m8MwLJGmEz9fWuCR6yWh2MVnuQEDp3oQ2itcad852HFS2KxCLcRjOc49RUXIsQsDLtBOADQJluG2JAG4HHvVog07SEGMYB+pFaJmbKN3bs5IwCB05q0ZytY+g/2MNL3a34kviMCK3ihH/AmJP/AKAK+mypaSZ8fnctIRPq2voD5UMUAFABigAoAMUAHagAxQAgoAWgAxQAYoASgBcUABoAKAAUAGKACgAxQAUAGKADFABigAoAKACgAoAKADFABQAmKAFxQAYoAKAEoAXFABQAUAJQAuKADFABigAoASgBcUAHagA7UAGaACgA7UAFABQAUAFAB1oAKADNAB1oAO1ACZoAWgA7UAGaACgAoAKACgBO1AB3oAWgBKADOaACgBTQAZoAKACgBKACgBaACgAoAPpQAUAJQAMAwOeR70Afmv8AtefBxPhh8Spb/TrfytE1jdd26oMLG+f3sY+jHIHowHavDx1HXnXU+uyrE88fZy3R5joWpAx7d2OOlfNThZn1lOZ1FtIhiAZgCTmsLG/MaSS+WFIXr6UwL9hMHXHUenes2ii/DCruOmCfyqloTc2baAqhX74x09Ku5BNLuW3JFQxx3M11Z8nouOnetIIJvQoX01xpz219ZyGG7tJVnidf4XUgj9QK9KlPls0eNXhz3T2Z+gfgTxTB428IaRrlvgJfWySlR/A5HzL9Q2R+FfX05qpBSXU/PqtN0puD6G9WhkFACUALQAUAAoAOtABQB5P+1ZZG/wD2ePHUYXcV05pR7bGVs/pWNb+HI6cM7Vo+p+TXh4hJsE/Nnpiviqu5+mUHZHrvhq/ESxqV6jrXDJHqp3O0tNRXZgyd+1SUDSiRztyyk8Y71LQCm3IDFlqWtCBLa1aXOV57VMTNl4aeEYDHXngc1ZDHMvk/IueadxdCrKSI2DDnOcVon0MpH1N+x3pog8H63ekcz3oiz7KgP/s9fY5XG1FvzPhM6levGPkfQFewfPAKACgAoAKACgAoASgAoAWgANAB+NABmgAoASgBaAAUAFAAaAEoAWgAoASgA7UAL3oAKACgA60AJQAtABQAlAAKADtQAvSgBKADigBaACgBOKADNABQAtABmgBKAFJoAO1ABQAUAFABQAUAFABQAUAHagAoAOlABQAUAFABQAGgAoAKADvQAUAFABQAUAFABQAdKADNABQAUAFABQAUAFABQAUAHSgAoAO9ABQAUAeO/tWfD2P4gfB3VwkPm6hpaHUbUgZbKDLqPqm4Y9cVjWhzwaOvC1vY1oy6H5jR3LWc5A5XsQa+TqwP0CjU6nVaNfLcKo3fMT+VefKNjvUr6nV2i5KEnCgVmzVM27KNeSB+VKwXNuGFFiGQfxFNEs0IXydxHHpSYEkyrJjj5euDSZcdCu0eGOE7VUSJmfe2u5GTAI/ka64yOKcUz6G/Y+8YeZpWq+FZ3y9o/wBrtVP/ADzY4cD6Ng/8Dr6TL6vNFwfQ+NzajyzVRdT6Or1zwQoAKADtQAUAFAB6UAFAGB4+8PjxZ4I1/RWG4ahYT2uD6vGVH86mSurFwfLJM/F+zBs9TZGwpU8gn9K+LrQs2fpWHnzJM73TNRVI1IfP4VxyiepGR02mXszlSGJHuayasbXudfpCCSEMwbeenFRoXZmgtu8hwB+nWoAv2tiQduevX2oSMZaFtrEqq8/LjrVWM7mbNEySE42gcZzUXKurGbdvyT3J6VUdzNn2R+y1aC2+FMMgGDPdTOfwIX/2Wvu8vVqCPznNZXxT9Eev16J44UAFABQAUAFAB2oAKACgAoAKACgAoAKAA0AFAAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoABQAUAFABQAlAC0AGKACgBKAFoAKACgAoAKACgA7UAHagAoAKACgAoADQAUAFAB2oAKACgAoAO1ACUALQAdKAEoAWgAoAKACgBO1ABQApoASgAoAWgANABQAUAJQAtABQAUAFABQAdfagAFACUALQAyaFLiJ45FDxupVlPIIPUUAfkL8Z/Bs3w1+KHiHw6wZY7O7YQE94W+aM/8AfJX9a+bxUOSo0fa4Kr7SlGRlaJesku7IB74rypxPahM7/SbwSKg3Zx1rjkjrUrnW6eoZVYdTjt70jQ34BuChvwNUiCUuFG0DnvUspItRoxjXnI9CKGirjVixI3HOKSJlqMurYeX65NbLQ5mh3w78VP8AD74haZrOSIEkEdwufvRN8r/kDke6ivSwtX2VRM8rHUPbUnFbn3xDMk8SSRsHjdQysDwQehr65anwD00H0wEoAWgAoAKACgAoAQjigD8bPj14f/4Qj40eLdIKeXHb6nN5Qxj92zbk/wDHWWvl8VC1Vo+9wFTnoRYeHWhu0jZc7u9eVPQ9+Gp6LolsmQWUAH9a5Js74RudxYhPKVAOvOKyNHGxoW9kJZd2CPTHagzeiLtrAqORjpTjYwnqWpGBTIA5OBiqbMLGJepu5bkZ+6KxuapWRi3KZbnHqa0juZvRH2R+y5eLcfCuGEdba7mjP4kN/wCzV91l8r0EfnObR5cS33SPXa9I8cKACgAoAKACgAoASgBaACgAoAPwoASgBaAEoAWgAFABQAGgAoAKACgBKAF7UAFABQAUAFABQAUAFACUAFAB2oAWgBKAFoAD1oAKAEoAKAFoAKACgBKAFoAB0oAO1ABQAZoAKACgAoAKACgA6UAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB0oAKACgAoAO1AB1oAKACgAoAKACgAoAO9ABQAfhQAYoA+Ff+Chvw+Ftrug+MbePAu4TYXJUfxxkshPuVZh/wAV5eNhdKR72WVPip/M+SLAMkg7Z7mvBqI+mhI7bw45Eqk5YDtXBI9GB31jMxKnlSMcDtUG5t285+Y7uPSkUX7eRJMlvvdKnqBfRtoyV2jFVcViNHyQ2M56VNgY+RT5ef4q0eiMXqzE1O2MibgvzYHStoswkrn1x+zb41/4Sr4ewWU77r7SCLSTJ5aMD923/AHz8v1U19dgqvtaS7o+DzGh7Cu2tnqesV3nlhmgAoAKACgAoAKACgD84f+Cinwxm0X4maf4uhhP9n63AsUkijhbiIbSD9U2Eeu1vSvFx9OzUz6rKK3NF0n0PmjTLyWwkVlOAPxFeBUVz62ErHpOg+KlkhjXdh15PNcE4M9CFQ7TTNZjkAIIyRzWOxtzXOt069HkZ8w57ipTuRInF3+9wecn1q7mfQsCcSMF6jpmjcza0uVboBsqpBP0pWRN2ZF2m5iQM471S0Ymj6Y/ZC1TzNJ8RacTzFPHcBf8AeUqf/QBX1+VTvCUT4bPIWqQl5H0LXunzIUAFABQAUAFABQAUAFABQAGgAoAKACgANABQACgAoADQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB+FABQAUAJQAvWgAoAKACgBKAFoAO1ABQAUAFABQAUAFABQAUAHagAoAPxoAKADtQAmKAFoAKAEoAWgAoASgBaAEoAKAFoASgAFAC4oAKAEoAWgBKAFoAO1ABQAUAHWgAoAO9ACUALQAUAeGftleHU134J3sjLuayuYZwcdASUP/AKH+lcuJjzUmd2CnyVl5n5vNAYsAjBU4NfN1FdH19N2Z0WhS+TKHABBAPtXnSR6sGd7psvmBWzWR0I6CLYEGPvd6SHcsI5VtwGASOMUi0aafdOcnsBmiwEtvGA5xj1+lUtzOWxLOFLcfjzQzJXSKTpujbjkVSZDR237P3io+EPiTb27ttsdWAtJBngOT+7P/AH1x/wACNe1l9XkqWezPBzWj7SlzLdH2MK+oPixaADtQAUAFABQAdaACgDy79pb4fab8Rvgz4ksNRUBrW2e/tpsZMM0SllYfXlT7MaxrRU6bTOrC1JUq0ZRPychP2ed7aVdjqSCp9a+OmmmfpNOSkjodGtfIlAA3d645s7Ixsd7otuVIYnaa5pM6Ujr9PjKIPm4PSsUO5o2zvNLgHPbjHFaEM2YFKJhh+OKZG5Tk+aTdghT0HrQSxksW4YGMA5PvTsTc9a/ZV1MWXxCv7LOFu7JjjP8AEjKR+hNfR5RP33HyPlM9h+6jLsz6yr6k+LCgAoAKACgA70AFACUAHagBelAB70AFACUALQAlAC0AA6UAFAAaAE60ALQAUAJQAUAL3oAKACgAoASgBaACgBOtABQAvtQAUAJQAUAKaACgBKACgBelABQAUAJQAtAB2oAO1ABQAUAFABQAUAFABmgA7UAHagAoAKADtQAZoAKACgAoAKACgAoAKADtQAd6ACgAoAM0AFAAaACgAoAO9ABQAUAFABQAUAFABQAUAFAB0oA4j426Uda+Eviu1Ay50+WRRj+JBvH6rUTXNFo1pS5akX5n5Z6zCIppCBwWzXzU0fZwepNos+5wv0Ga82cT1acj0DTlPloo6jFc7OtM6azZdu7rjk1PUe5cjDH5gCF96di0atpzFgrzxyKQ2Wo7d+OhGeSetUkYuSInTBHNSxvYY6FkAHHHJNEdjN7lK6jkglikiLRyxkMkg/hIPH4g811Um07nPVipRsfcPgLxMvi/whpWrLgNcQgyKP4ZBw4/76Br7WlNVIKSPzqvTdKpKD6HQZrUwCgAoAKACgAoAKAOO+MjmP4T+MGHUaVc/wDotqifws2o/wASPqfj74gu42v2bpLGduR3HavlKqTP0GjJo0dB1ZHlUsfmHHWvMnGx7FOaZ6hos6SRqx6gdDXFI635HU6eCWwoLA9c1FiG9DotMsQrBmAz/KtY7GMpM1TDs3ZJOB0qrGd7lG7VpWAA6dh6VAr2ID8sbcfMT2q2NHVfAq//ALN+LugMeBJK8J998bL/ADIr1csly10jxM4hzYaXkfbvavtT89CgAzQAUAFABQAUAFABQAUAFABQAUAFACUALQACgAoADQAdKACgAzQAZoAKACgAoAKACgAoAKACgAoAKADtQAUAJQAtABQAUAJQAuaACgAoAKAEoAWgA7UAFABQAUAFABQAUAFABQAUAFABQAUAFABigAFABQAYoAKADFABQAYoAKADFABjNABigBAKAFoAKADFABQAUAFABigAxQAUAFAB0oAB1oAMUAGMUAFAFbUbNNQsLm0k/wBXPE0TfRgQf50mGx+THimzexu7i1lG2aB2jYe44/pXzlRWk0fZ0nzRTMjSnCSgMe/XtmvPqHqUmd/pU5kKNk5xiuFnbE6jT2bHOdrdjSNEbkOdhI5I457UFdTStFOAyY/3qBNlpwQAA3zHuKCBkgUKV7DvQK/UbGq5YNwM5oW9hPa5FdR7lI69wfStoaGEtUe+/sueIPN0vV9Dkbm3lW6hB/uuMMB9CoP/AAKvpsuqXg4dj5DNqXLUVRdT3XFeueCFABQAYoAPSgAxQAUAcb8ZUMnwm8YKOp0q5/8ARbVnU+Fm1H+JH1Pxy8SWryanMy8ZNfJVXY/QKauitpbPb3KZHU1yy1R2wbiz2DwzvMcYY44zivPmj0Yu6PUvD9irAMTkkdKiKuhydjtbSyjTZjqBzXXGKsckpPUfPCAp2jJPahohMyri32McqQ2O1c7VjRalBl2ZB5OPyoWpdtSfwVd/YPiB4fus8Rahbs2PTzVzXfgny1ovzPOzCPPh5ryZ99dq+8PzIXFABQAYoAKADFAB2oAMUAIKAFoAMUAGKAEoAXFAAaACgAFABigAoAMUAFABigAxQAYoAKACgAoAKACgAxQAUAJigBcUAGKACgBKAFxQAUAFACUALigAxQAYoAKAEoAXFAB2oAO1ABmgAoAO1ABQAUAFABQAdaACgAzQAdaADtQAmaAFoAO1ABmgAoAKACgAoATtQAd6AFoASgAzmgAoAU0AGaACgAoASgAoAWgAoAKAD6UAFACUALQAUAIaAPzD/aF0b+wfip4mttuxft8jKD/dZiw/QivAxStNn1eDlzUonmluAHYg854rzKiuetTdjq/D85D4ZgfTNcUkejF3O702TcVHB6Vmao6K3A2jaeoweKYGha4RWGeMdqCW2yZWLADnpTsMWUEY+XkY70iUiNgZJ85G3til9opaRHHleMYIrVGMlY634Ka//wAI98StNLMUgvC1m+enz42/+PBa9XA1OSqvM8XM6XPQb7an16K+pPiRaACgAFAB1oAKACgDm/iVbG8+HnieEdX0y5Uf9+mqZ6xZpTdpp+Z+P2oxB9QmBGMnNfFYj4j9Joq6HR6PGypIOqnnHWuVS6HXynofhpREsQADYGOa5ps6obHqWgyKioCdpxyRRActUdpbFVhVlOeOnpXWtEcMt9R8ocYbGPTNNrqJNPQzLrcXIGenJ61zzRvHYyLk5DDtjPFZIt6lGGZrW8hnXhkcOPwOa66L5ZpnHXXNTkvI/QuBxJBG4OQyg/pX36Py56EgpiCgAoAKACgAoASgAoAWgANAB+NABmgAoASgBaAAUAFAAaAEoAWgAoASgA7UAL3oAKACgA60AJQAtABQAlAAKADtQAvSgBKADigBaACgBOKADNABQAtABmgBKAFJoAO1ABQAUAFABQAUAFABQAUAHagAoAOlABQAUAFABQAGgAoAKADvQAUAFABQAUAFABQAdKADNABQAUAFABQAUAFABQAUAHSgAoAO9ABQAUAAoAKAPgf9tnw5/Z/xQe9EfyX1rHNn1YAof/QRXkY2OqZ9Bl0/ccfM+b1XLnA+X1rxJn0MDe0J9sgXqc5rkkdkGegaQcIJD1A71kdCZ1VpIMAgDOKoLl+GMDJYgKfSpC5NGSibuo9D2psbFdyZR781PULaDVGJvl4LdvShbh0HiMbCpOSM81pEylqQPNJaXEVxA22aFlkQ+jA5B/SuinLlkmctSPPFxZ9xaFqkeuaLY6jF/qrqBJl+jKD/AFr7WMlKKkup+dzi4ScX0L3aqICgAoAPSgAoAKAM/wAQQrcaFqMT8q9tIpz6FSKT2Kj8SPxz1JP+Ji4PPPU18ViPiP0mg/dRraZESoHVQfSuBnoJnZaVHEzRlAAMfSsWapnomixqsYJ5OMCnETO006MFAB6c12Q1RyTLk+3YFGSR0PrVtdCF3MS4Ty2Y54JzzXLM6I7GLcMFBHGQfxrFG61KBYyJnjgYyO9bwetzCorpo+/vCV19u8K6PcZz5tnC+fqgNfoMHeKZ+VVVyzkvM1qszCgAoAKACgA7UAFABQAUAFABQAUAFAAaACgAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAAoAKACgAoASgBaADFABQAlAC0AFABQAUAFABQAdqADtQAUAFABQAUABoAKACgA7UAFABQAUAHagBKAFoAOlACUALQAUAFABQAnagAoAU0AJQAUALQAGgAoAKAEoAWgAoAKACgAoAOvtQACgBKAFoAKAEoA+Xv24/DP2zw/oesomWgkktnP+8Ay/8AoLfnXDi43hc9XL52qOJ8QsnlvgjJB6V83M+sgzR00bZc9O9csjqR3ekXA2jnArKxtc6qwnBwpbOfShl7mrnJXIzmmGxa4ClR2/WgFK49UBXd1b37VINjQSd7Ht0NIBYVLMMklece9XHQUiG5wWYryO+a2W5zy0PqP9n3XP7W+HdtAxzJYSvbH/d+8v6Nj8K+swU+eivI+HzGnyV2++p6ZXceYFABQAUAFABQBm+JZfI8O6pIf4LWVuPZDSexUfiR+O2qvnUHbOea+LxGrP0ehpFHU+HIhKmScn3Fecz0lqdRY22JFXGMelZstaHc6KvEZzyOKURtnaacRsA7AenNdsTklrqWpiRkDd0xVslGPdgMMg4z1z3rmkbRZkXEQ8w84GOgrKxvfQpvEQ4yeRWsFqY1Hofcfwqm+0fDbw0+c5sIhn6KBX3tB3pRfkfl+JVq815s6utzmCgAoAKACgAoASgBaACgAoAPwoASgBaAEoAWgAFABQAGgAoAKACgBKAF7UAFABQAUAFABQAUAFACUAFAB2oAWgBKAFoAD1oAKAEoAKAFoAKACgBKAFoAB0oAO1ABQAZoAKACgAoAKACgA6UAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB0oAKACgAoAO1AB1oAKACgAoAKACgAoAO9ABQAfhQAUAFAHmX7R3hv/AIST4Ra5GF3S2yC6T6oef/HS1ZVY80Gjpw0uSrFn5rXqGK6dWGCDyK+WqKzPtYMkgfO0jgg9K42jrTOw0WcSopAw3cGsmrFp3Ov0xxHs6/QdqRraxuwOXycg9MUF2LaDfwflOCc0C9AdiPlJON1JhYSYqI8DIJ75pDV7j1baI+fmIyTTTJa3GzZOMjbmtbmUkexfsv61s1bWNLLcTwpcqp9UO0/o4/KvoMtnvE+XzenpGfyPomvcPmgoAKACgAoAKAMbxm2zwfrjeljOf/IbVMtmXD4kfjzfk/a8nk9OlfF1nqfo1JaI7DwsoMJBHQivPaPRTOx09Q0+T0HBqGWdppsZDDHCntmiKE9TrtOwnAHP866onLIuyKWJznbzzitGSjKvxtOAP9rn1rCRpHRmNM4wSOuAMVmbJ3KlzjfkntgmrhuTPY+0fgo+/wCFnhs5z/ouPyYivusN/Bj6H5pjf94n6nb10nEFABQAUAFABQAUAFABQAGgAoAKACgANABQACgAoADQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAB+FABQAUAJQAvWgAoAKACgBKAFoAO1ABQAUAFABQAUAFABQAUAHagAoAPxoAKADtQAmKAFoAKAEoAWgAoASgBaAEoAKAFoASgAFAC4oAKAEoAWgBKAFoAO1ABQAUAHWgAoAO9ACUALQAUAJQBX1Gxi1PT7mzmG6G4jaJwe4YYP8AOga01Pyu+IOiS+HPFGpWEy4ltrh4Gz6qxX+lfM4mHLJo+0w1TngpGJYuRz27A15kz04ao6rRpACOoz2rnOhHZaWwJ56HpTKsb8RyQo4UflQMtq0ilNox2OfSgNB23Y2M5PuallLVD22+V82CV9KOhPXQjEhUAHGe1JFuwszBhnOSOprW5jI6v4MasdG+JGkPnEc0ht3+jggfrtNengZ8tVHjZlT5qEj7C7V9WfEBQAUAFAB1oAKAMPxyceCvEB/6h9x/6Lapl8LLh8a9T8hLsA3J9Txmviau5+k0tjrfD6CONTzz2HeuRnYjtdMiy3Py88YrKRojsNM5ddygD3q1qN6HTWZAHXqcZ/wrWLOeSuaDkowJPGOc1bIWxmXmZCxP8+lZSZSMaSPDk5GBx1qDVbGddg78Z4zgVaWpEnc+1Pgkmz4VeGx/07Z/NjX3GG/gx9D82xv+8T9TuK6jiCgAoAKADvQAUAJQAdqAF6UAHvQAUAJQAtACUALQADpQAUABoATrQAtABQAlABQAvegAoAKACgBKAFoAKAE60AFAC+1ABQAlABQApoAKAEoAKAF6UAFABQAlAC0AHagA7UAFABQAUAFABQAUAGaADtQAdqACgAoAO1ABmgAoAKACgAoAKACgAoAO1AB3oAKACgAzQAUABoAKACgA70AFABQAUAFABQAUAFABQAUAHSgAzQAdaAPgD9sXwt/YXxRvLhI9sOoxpdKR3JG1v/HlJ/GvFx0LS5j6TLp3p8vY8FiYqBgFTmvCmfRQOp0r50XB5rmeh1I6/SW2uAaCjp4mUxbuOOtMEWFZsZBOP6UhksUakA5JJ5JpMq4AAuR26mgkjZcMw7jpU3L6DmVRGVJzWiM5i6VfPp2p2l4p2vBMkoGe6tn+ldNGXLNM48RHnptH3VBMtxDHKhyrqGB9iK+1Wp+dNWdiSmIKACgAoAKAMTxz/wAiV4g7/wDEvuOn/XNqmXwsuHxo/Ie4AF3gngHrXxFXc/SaWx1OkjbEpH0ArlOk7jRSZSM84rF7m0TrrJeBtXjPWrjoVI3rZ97J2AOQPatUYs1HciMMeGxwDVsxW5lXkjYHfJ79aybNkjLZdyn/AL6pIbdihKv7zrkitIrUykz7e+FNv9m+G3htACP9BiY591z/AFr7mgrUoryPzXEu9eb8zrK3OYM0AFABQAUAFABQAUAFABQAUAFABQAlAC0AAoAKAA0AHSgAoAM0AGaACgAoAKACgAoAKACgAoAKACgA7UAFACUALQAUAFACUALmgAoAKACgBKAFoAO1ABQAUAFABQAUAFABQAUAFABQAUAFABQAYoABQAUAGKACgAxQAUAGKACgAxQAYzQAYoAQCgBaACgAxQAUAFABQAYoAMUAFABQAdKAAdaADFABjFABQAYoAKAPmb9t/wAJjUfCOk60seXtJmgdgOQrDIP5qfzrhxcOaFz1Mvny1eXufEKHy2+YcjpXzE0fYQZ0OhSFnHUZP4VyyR1o7DTW2y85JNIo6eyXpz04x2oGXUflwBhSOKBj4134bcV44xQO9hCQpdupx1xUgNySck9OR70mUKzqzlT/APXqluTLYimIBAHIzWkXqYSWh9o/DfUTq3gPQbknLNZxqx/2lXaf1Br7ahLmpxfkfneJjyVpx8zpa3OYMUAHpQAYoAKAMXxsB/whuvZ6fYLj/wBFtUy+Flw+Nep+RN0Qbsn1PNfFVd2fo9J6HS6RuXyRjIbsa4mdaO30THA25wQDWbVjVHZ6e2xlzgL71aG9UbsADnPAPv2FaoyZbmXIQg59cdKpma0ZmXzhlPQVgzeJnSNlW9M9PamTLcpSt1bHQVvTV2Y1dEfenhOz/s/wtpFtjHk2kSEemEFfdQVopH5lUfNNvzNbFWZhQAYoAKADFAB2oAMUAIKAFoAMUAGKAEoAXFAAaACgAFABigAoAMUAFABigAxQAYoAKACgAoAKACgAxQAUAJigBcUAGKACgBKAFxQAUAFACUALigAxQAYoAKAEoAXFAB2oAO1ABmgAoAO1ABQAUAFABQAdaACgAzQAdaADtQAmaAFoAO1ABmgAoAKACgAoATtQAd6AFoASgAzmgAoAU0AGaACgAoASgAoAWgAoAKAD6UAFACUALQAUAGaACgDifjP4WHjH4Za/pu0PKbczRDH8afOMfXbj8aiceaLRtRn7OopH5iX0L2d3LGR3K89q+Sqxs7H3NKXMkX9JkIl3ZI5xjNcUj0InaaZcKxRuvaoKOqtJPkBbuetNAzQRCzEk/wD1qBsmZl6KefSkxoTB8sgjqfSkxsa6qgI3dDgVJSGDapTdySOSKqJMkRy4LEEVa3M2fWH7Pt99s+GVihOWt5Zoj/32WH6MK+wwUuahE+CzKPLiZeZ6RXceYAoAOtABQAUAc/8AEGUQeA/Ech6Lptwf/IbVE/hZpT1nH1PyRvExd5xj5u1fGVdz9FpbHT6WpZYmPB6VxPQ6zuNCi4AHccmoepsjrrNQqqu7lOlUgZuWkYB68/SrWplJl122rtzntTZNrmPfNkt2BOB9KzlqaQ0M2Y7Vx0A9aSQ2P0eyOpatY2ijc1xPHF9SzAf1ruw0eaaRw4ufLTk+yPv2NRHGqjoBivtz81HCgAoAKACgAoAKAEoAKAFoADQAfjQAZoAKAEoAWgAFABQAGgBKAFoAKAEoAO1AC96ACgAoAOtACUALQAUAJQACgA7UAL0oASgA4oAWgAoATigAzQAUALQAZoASgBSaADtQAUAFABQAUAFABQAUAFAB2oAKADpQAUAFABQAUABoAKACgA70AFABQAUAFABQAUAHSgAzQAUAFABQAUAFABQAUAFAB0oAKADvQAUAFAAKACgAoAR1DIykZUjBB70AfmT8dvCJ8HfEjWtOCbYo7hjHn+43zL+hFfOYyHLNn2GBqc9NM4qxJSTIPBNePNHuwZ2OjSZYKCMMM1kaM7LTm2gA44OATTQbmvFkoR39KBksancckEj9abFcduKoQeOv51LC5AqZIJJZTwaixpfQj3BnJxtx78U0DIpcKG7cd60RmfSv7Lt153g3U4s/6u+JH0Maf4Gvqcud6Nj4nN1aun5Hs1eqeIFAB6UAFABQByPxfnNt8LPFsoOCul3P/otqzqO0Gzagr1Y+p+Ul3/x99hg96+Nqn6FTOj0lSSgB+Xqa4WdkTvNGJjwxIwOmBUm50tmzbg7EAZ9e9BWhtWErZ4B2k81rEwkrliViMgd6GOKM25zsXnPXpWbNEZsrdBnIzk+tNES3Op+Eun/2l8SvDsWMgXqTf98Hf/7LXrYGN6sTxcyly4eZ9vDpX1x8CFABQAUAFABQAdqACgAoAKACgAoAKACgANABQACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAAUAFABQAUAJQAtABigAoASgBaACgAoAKACgAoAO1AB2oAKACgAoAKAA0AFABQAdqACgAoAKADtQAlAC0AHSgBKAFoAKACgAoATtQAUAKaAEoAKAFoADQAUAFACUALQAUAFABQAUAHX2oABQAlAC0AFACUALQAdqAPjX9uLwi1vrula9EmI7uDyZCB/Gh/8AiWX8q8vHQvFSR72WVLNwZ8s2RCyYI75Br5uSPqoM6vSpRvXjHvXO1Zm9ztbD5jvxg8dKpDNy0bGMnt39KCizGikbs7sd6YgkBVmzzkZz71BSIJZNqhQMtUjSuyFcRtgDcTSKYy6b5CAd3b2q7mfLc+hv2VZM6Lr0fXbPEfxKkf0r6jLX7kj43OFarH0Pda9g+fCgAoAKACgDzz9oW8+w/BTxhL0zYPHx/tEL/wCzVjWdqcjqwqvXgvM/LW6Je6Bxn5smvj6p9/A6rRTyik4x/KuJo7Ine6MxMQK4IzioNjoLMDd8xGO1MZtwDADYxk9uM1aVzNtImmfMfPGaohbmZcyKFIGRnjkVDNDMk3IevtQSz039m+y+1fFCykxn7PBNK3oPl2/+zV7uXK9S583nErUbd2fXvavpj4wWgAoAKACgAoAKAEoAWgAoAKAD8KAEoAWgBKAFoABQAUABoAKACgAoASgBe1ABQAUAFABQAUAFABQAlABQAdqAFoASgBaAA9aACgBKACgBaACgAoASgBaAAdKADtQAUAGaACgAoAKACgAoAOlABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAdKACgAoAKADtQAdaACgAoAKACgAoAKADvQAUAH4UAFAADQAmRQAE0AeR/tReEv+Er+Empske+40/F4nHO1eH/8dJP4VhXjzU2jrwtT2dVM/OwAQzFWzwTXyc1Y+3pyN3T5xxz3zn0rkZ1LU7fRbgSquefeg0Omt3LLk9elMZcYc8cAn7vrS3BDpnDADpx1oYipOSxYkjb16Vm9S0rEfm4ZR0HY0i7XK11IQUGB64ouFj6D/ZS/48PEXPHmQ8fg9fUZX8Ej43O/4kT30V7Z82FABQAUAFAHkf7Vt4LP4EeJO3miGP8AOZP8K5sS7UpHdgVfERPzMk+a5GOnavkqux93A6zSyCE4579q4WdaO90cAW56kd+KRqdFbHBU4G32pjNW2fYBuyB79qtGbQ+5lBjwOp6CqYldGTcFhJ83OPzqGWnoViFwfehEs9x/ZS0/zfEmtXhAIgtVjB93fP8A7JX0mWR+JnyGcT0jE+mu1e8fMBQAUAFABQAUAFABQAUAFAAaACgAoAKAA0AFAAKACgANABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAH4UAFABQAlAC9aACgAoAKAEoAWgAoAKACgAoAKACgAoAKACgA7UAFAB+NABQAdqAExQAtABQAlAC0AFACUALQAlABQAtACUAAoAXFABQAlAC0AJQAtAB2oAKACgA60AFAB3oASgAzxQAmaACgAoAM5oAr6hZQ6nY3FpcIJILiNopFPQqwwR+Ro3GnY/LH4j+Gp/CXjDVtKlyJLS5eLnuAeD+I5r5fEw5JtH2uGqe0pxkZVldbcDOQa8uSsz1oM7/wAOXe5YxnawxUlnYW8hY9cHvQM0UJ/hOSe+adwHqobcWPPv61LYyGYBY22kdKmxS3K44AbHHTGKhllO7YMcY6Hg+tJbj6H0V+yfHjR/EL9c3ES5+it/jX1WV/w5PzPis6f72Poe9CvbPnQoAKADrQAUAeD/ALad99j+CU6ZA+0X8Ef1xuf/ANlrixjtSZ6eXR5sQj85/vzIRxnvXytU+2gdbpA+ZGxniuJnZE9C0cExpnjJ5pGmxvWgLOwBGAOvb6UIZqoob6KPrVoi9ivMwAz3HTFDC5mSys24AgHrgntUspELuRgcDjpVxRlJn0z+yfp3leGtbviOZrtYQfZEB/m9fWZdG1NvzPh82neso9ke7V6p4YUAFABQAUAHegAoASgA7UAL0oAPegAoASgBaAEoAWgAHSgAoADQAnWgBaACgBKACgBe9ABQAUAFACUALQAUAJ1oAKAF9qACgBKACgBTQAUAJQAUAL0oAKACgBKAFoAKADtQAUAFABQAUAFABQAZoAO1AB2oAKACgA7UAGaACgAoAKACgAoAKACgA7UAHegAoAKADNABQAGgAoAKADvQAUAFABQAUABOKAEJx1oAM0AIWoAN1ACfSgAzTATNABmgBM8UwPiH9tnwR/Zfjaz16FNsOqwYdsf8tY8BvzUp+teLj6eqkfRZZVvFw7HzbBtDEdG9q+emrM+lg7nX+HZz56YPB4OayNkegWTDaSWxxnNIs043yV5ye1MpFhMOQCepwfyqRMSVY0DZ4bpzSY1dlJmZGwMHioZpuZ9weDk8Z6Y6VNyrH0l+yawPhzXR3+1of/HK+syv+E/U+Izn+NH0Pd69o+eCgAoAKACgD5s/btuTH8LNJgHSTVlJH0hl/wAa87HP918z2MrX79+h+fvKyxD36V8xPY+xidvow2lPf17VyM64nf6YDtQgY7AVBtub1thwNvT170gNONcRknOR09q0M9WVrohATzgjr05pMpIzJ1VpQR0AwTQD0K8q/vd2eny/hXRFLY5pOx9jfs66b/Z/wr01yMPdSTTn8ZCo/RRX1+Djy0YnwOYT5sRLyPTK7TzgoAM0AFABQAUAFABQAUAFABQAUAFABQAlAC0AAoAKAA0AHSgAoAM0AGaACgAoAKACgAoAKACgAoAKACgA7UAFACUALQAUAFACUALmgAoAKACgBKAFoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAxQACgAoAMUAFABigAoAMUAFABigAxmgAxQAgFAC0AFABigAoAKACgAxQAYoAQmgBM0DsJmnYY2qAN1KwrBnNAbhmgQZoKCgkQ0AJmmB5B+1P4N/4S34SahLGm660thexkDnaOHH/fJJ/4DXNiYc9No7cHU9nWT6M/O5k8qXAPINfI1Efb02b2gzFZ1yeRXKdR6Rps4aNBtB7GpLRs23LhgcY4IFBRcwHCgMQO7GgTEKFQwPOPTmkxlS6IQEE4bqAOtZSZcdzOupN0e0ADHWovqa2Pob9ky5JtPEduezwP+Ycf0r6zKn7skfE53G04P1PoOvdPmgxQAelABigAoA+XP2932+BvDak4Bv3bH0iP+NeZj/4aPbyr+K/Q+DVbM8Yr5mex9fDc7nRRlUJIyOa42dcTv9OOYlGf9nIqTU3rVwoAHynP50bA1c0wRszznHGashXuULh/nYYyAMYPag0KjfIBng+lUiJlXb8+B27CuiCOKeiufefgbSf7C8HaLp+MG3s4kYf7QUZ/XNfbU48sFHsfnNWfPUlLuzdrQyDFABQAYoAKADFAB2oAMUAIKAFoAMUAGKAEoAXFAAaACgAFABigAoAMUAFABigAxQAYoAKACgAoAKACgAxQAUAJigBcUAGKACgBKAFxQAUAFACUALigAxQAYoAKAEoAXFABQAdqADNABQAdqACgAoAKACgA60AFABmgA60AHagBM0ALQAdqADNABQAUAFABQAnagA70ALQAlABnNABQApoAM0AFABQAlABQAZ4oAaeaaAQnimUM3GmMCaAEz+FMVwzQIN1KwgzTLDPvRYkA1FgE3UWEQ3dtDqFpPbToJIJkaORG6MpGCPyoauUtD8ufiR4Zk8FeM9Y0iXIeyunhyf4gDw34jB/GvksTT5JuJ9rhantKamZulTYuBjj3NeXJWPVi7npGhTFogD9OKg0OkhYkBv4R1xQUXY5iygYHHXNMVh8jBQAp5z0PpUspGbeuPmPr3rGRqilJhj696z6mnQ95/ZRnxq3iCHs0ET/kzf419TlL+Jeh8dni+B+p9I19EfKAKADrQAUAFAHyj+3/ADlPCPhePIAN3M35IB/WvLzD+Gj3Mp/iS9D4VtHBu1JOR7V8xUPr4Hd6LgOuOnb2rlZ1o9C0t9kSnGQfUdKls0RtwN8xDD5QfvUIZdWXcmXOMdh6VoRa2xUmnCs5VeD/ACpDZUZgW5BLHmqW5L2NPwbpR1vxbo1gAT9ou4o2H+yXG79M134aPPVjE8vGT5KEpeR96gAKAOAOMV9mfngtAAKACgAoAKACgAoASgAoAWgANAB+NABmgAoASgBaAAUAFAAaAEoAWgAoASgA7UAL3oAKACgA60AJQAtABQAlAAKADtQAvSgBKADigBaACgBOKADNABQAtABmgBKAFJoAKACgAoAKACgAoAKACgAoAO1ABQAdKACgAoAKACgANABQAUAHegAoAKACgAoAKACgA6UAGaACgAoAKACgAoAQtigBuaYCE0yhCeKYDc0ANJqkK4nWgYhOKADNMAzmkAE80AJ1pgBIoAUHikB8Tftu+ChpfjKw8Qwx/udTg2ykDjzY8D9VK/ka8LMKeqmfQ5XUunTZ84adJidBnjI6V89NH00GehaDcbXAJ4rA3OuicLF3x1NG5RpwMHQdie5pgPkVmQ9uMg96llozrxCIwOvOT9axkjRFWZAMZzzUWKR7b+ys2PFerqOM2OefaRa+lyl+9I+TzxWjH1PpsV9KfIBQAelABQAUAfI3/BQWTGheEogcFpblgfoIx/WvKzD4Ee/lHxyPhy1OLpRjPrXzEz6+KO60gjK7Tk9sVzHQmegaYcJGMkDGPapNDYtd65yCB1I9KpAaDsFTPIHTNAakc4XIyTnsM55o6ivoUZBtf72ff1rSJEndHo/7PGkjU/irp7kbks45bkg+yFR+rivZy+F6t30Pnc2ny0Ldz7F7V9QfFhQAUAFABQAUAFAB2oAKACgAoAKACgAoAKAA0AFAAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoABQAUAFABQAlAC0AGKACgBKAFoAKACgAoAKACgAoAKACgAoAKACgANACUALQAUAFABQAUAHagBKAFoAKACgAoAKACgBKAD8aAFoAKACgAoATpQAtACUALQAnSgBCaAGk1RQ0mmMQtTENLe9OwDS1ABuoATdQFhCaADNACA0CAsMkZGeuKBhmgVxc0DDNAHj37VPg7/hLvhBqMiLuudLdb6PA52jKuP++WJ/4CK5MVDnptHbhKnsqyffQ/PGJ/s04yTwe9fH1UfbU3dndaDclypHAPb0rlOs76ylDRg9+nFBRpREE/hz9aALBBbh+V9M0MZSuSQFKLwOpNYy1NkipPg7sA5B71ntoCuev/ALLkpTxvqKdA+nn9JEr6TKX77XkfL54r04vzPqINX0x8cHSgBaAEoAKAPj//AIKEsVsPBp5xm7/9o15OYfAj6DKPjkfElqR9uU5xjrXzNQ+uid7pCAyIcg9DXKzoR3thuWEDICgA+1Tc1SNy3USAbWzkAHPJFUmBbMbYbPQHFXYz5hJCrfd6L1PrRaxLZnSuA3A9MZq0hPY98/ZQ0ovqev6kwH7uKO3U/wC8Sx/9BWvpMsjpKZ8hnM9YwPpCvcPmgoAWgBO9ABQAooAKACgAoAKACgANABQAlABQAUALQAg6UALQAUAFABQAUAIaAFoAKAEoAWgAoAKACgAoASgBaACgAoASgBaACgAoASgBe9AB2oAKAEoAKAF60AFABQAUAFABQAUAFABQAUAHSgAoAKAA0AFABQAUAFABQAUAFABQAUAFABmgAoAM0AIOlACg0AFABQAhOBmgBM5oAYTVFDWJzVCY3dTsCGlqBjSaAG7qAQbqBgTQIQtzQAZoAN1ABx170AJuoCwu6gLCbj9KAK+oWUWqWFzZ3CCS3uI2hkU91YEH9DSeqsGx+Wnjzw7N4S8WanpcwIeyupIDnvtYjP0OM/jXxuKhyTaPvMLUU6cZI0PDcpKKQce+a8s9Poei6XITED0b1FUM2LViQd2PmP6UBexfDrkgY9j/ACosK5WncKSOP8azZonczLjIJOCBWLNkeq/s1P5PxGdCfv2Mijn3U/0r6HKn+9fofM50r0U/M+qx9a+rPjBQSKVhWDdmkFhQfegQ7NAHyJ/wUIjzoXhCX+7Ncr+Yj/wrysw+BHvZR/EkfDtt8l6p9e9fLzdz7CB3uhs3nRjOBwK5zpR6JpxzHyAeOg61BqalogjABBB+lOwm9S4ZNw25GTwTWqRDXUqmQpPIhz7YHWra0uYtkF0AJBjge9OIm9D6u/Zg0j7B8O3u2XDXt3JID6quEH6q1fW4CHLRT7nwmaT58Q12PX69E8kKAAUAFABQAUAFABQAUAFABQAZoASgBaAAUAJQAtABQAUABoAKACgAoAKACgAoAKACgAoAKACgAoAKACgBM0ALQAlABQAtABQAlAC0AFABQAUAJQApoADQAUAFABQAdqACgAoAKACgAoAKADrQAUAFAAKADpQAUAFABQAUAFABQAlAC0AFAAaACgAoAKAEoAQmgaGE1QxpamMazVQhhNAxpNADS1AhN1MY0tSEJu4oGJuOKADcfWgBM0CF30AG/mgBS1ABnjmgAzigZ8Fftm+GxovxVmvUTbFqlvFdAgdWA2P+qZ/GvmsyhafN3PqMrnzU+XseQeHJ+QCcAcV869z6ZbHpGjTtsTB4PFNMo6O2kx16elMLGhn5c4A+lAWQyQdflyazZoihdK0h4wB9KyZomeh/s9SGP4oacCeXimTHr+7Y/wBK9zK3++R8/nK/2dvzR9a7q+wPhx3agBRmkIMmiwrC5pCPlf8Ab/tw/gXw1NjO2/kT84yf/Za8vMF+7R7eVP8Aey9D4NtiDdqM+3NfKzPs4ne+HifNTjoa5mdSPRNP4VCB3GcelSaG9bkAKcZIPJ9BVol6ks8DMSQFA/nWifRkEEsJQIxxnksT6UzORSkj3yc9uea1irswm7I+5/hpo/8AYPgHQbIrsdLONnHo7Dc36k19rRjyU4xPzqvP2lWUvM6atjAKACgA70AFABQAUAFABQAUAFABQAUAFACdaAFoABQAnSgBaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoATpQAtABQAUAJQAtAB2oAKACgAoAKACgAoAKACgA7UAHWgAoAKACgA6UAFABQAUAFAAKAEoAXtQAlAC0AFABQAUAJQAtABQAlABQAooAMUANJ5oAaTVWKGE0xjSaoCMnrQA0mgBpNADCcUCGk0AFAxD3oEJnt1oEGaLgFFwuGeaBiZoGBagBC1FxAHqQPmD9urw+Lnw34d1pE+aCeS0dgP4WXcv6o3515OYxvTTPZyudqrj3PkLRpQkh5x/Wvjp6M+2jselaFdYVBx60osqx1NtJuOTjIqrj6F9WyRnrnp0p3CxIxypVc8CpZSKE8oQgkfN7dKxZqtTsfghcmH4n6C5OB5zx/8AfUTD+tevlrtXieLm0b4aR9i8V9sfADqBihqAFzmgQE0gPm79vC1E3wg06Yfeh1aP9Ypa83Hr90etljtXt5H55xD/AE1cdvSvk6h9tDY9D8MRHKMRnBwa5Gda1PRdOGSgzgY5pFG/abYxhslTk8VZO+w+UsZQN/y9lJqtyL20IZnJQ85OOtaIzZa8LaMde8UaZp4/5erqOIgehYZ/TNduHhz1IxPOxVTkpSl5H3kihFCqAFAwAO1fZH58ONABQACgAoAKACgAoAKACgAoAKAA0AJQAtABQAlAC0AAoAKAA0AFAB3oASgBaACgAoAKACgAoAKACgA60AFACUAFAC0AJ1oAMUALQAUAJQAtABQAUAFACUALQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAAoAPxoAKACgAoAKAA0AJQAtACZoAYx5poaGk1RQ0tTSERlqYDGagYxmoAjZ8UAN35FAhC1AXDdSEIW5ouMTpSuAZoCwZ5pkh+NIaDOKGMQmncBKQAaAPLP2nNAPiH4K+IFRd01oqXicdNjjd/46WrlxMeelJHZg58leLPzvsWMcw4+tfCVFZs/QobHoeiSDCHOM4wfesTax2Fo5LIQc8c1aYGkLhgAcZXPT1pjSuWzKz8H5e5AqG7hZIzLj94wzx61mzVHQfDi6+yeONCm5ULfQ5PsXA/rXpYF8taL8zzMwjzYea8j7XzyRX3h+cDgaBigigBd1AC4zUgeB/ttweZ8D5W6+XqNu/8A6GP61wY3+Cz08udsQj84oiFvxj1718hUep9xDY9L8KodmSoIz0FcrOyJ6Bp65Cgnn36UizYVlBGW4ArREPyHzKJYwMc9fcf/AFqtGbKh4+8eOnNaowZ6Z+zto39r/Em2nIyljE9wT742j9W/SvXy+F6l+x4Ga1OWjy9z65r6U+PCgAoAKAE70ALQAUAFABQAUAFABQAGgAoASgAoAWgAoAQUALQAUAFACUALQAlAC0AFABQAUAFABQAUAFABQAUAFABQAlABQAtABQAUAFABQAdKACgAoAOlABQAUAFABQAZ4oAKACgAoAOlAAaACgA6UAFABQACgAFAB2oASgBcUAFABQAUAFABQAUAHNABQAgoARqAGMDVIojJNMCNjTQxjNimBGWoJuRk0wGk0gQzOKADfRYQu8UDELZNSMN2TQFxc5oC40nigGIT6UCANQAoagYuaAEzQJFHXNLi13RdQ0yYAxXlvJbuD6OpU/zpNXVioycZJn5ZajayaNr11aTKVkgmaJxjoQSCPzFfBYiHLNo/RsPPngpHY6BMGiUE5PbjpXEdx2FlcY+4BnH500OxswkSopIwR2HarFexYST94dp+XuM1DC5XuFJBccDPeoZaE028e1v4504eJxIp9wcj+VdFCfJNMxrx56bj3PubS9RTVdNtb2I5juIllU+zAH+tfoUJc0VJdT8wnFxk4voWwaskeKAHA8UAKOe9JgeIftlpv+AurnrtubZv/IgH9a4cZ/BZ6OX/AO8xPzWiG+9Qj165r4yT1Pu4rQ9R8KKY0XByOvtWDOqJ6BpxHl5xnHGKSG2adpEpDFzuI6HPpWgOXYH55BORnjtWiMZMrTMQNuec8YrSKMpuyPoz9lfQzFp2s6s68yultG3soLN/6Ev5V9Jl8LQcj47Nql5xgj3qvXPBA0AFAAKACgAoAKACgAoAKADrQAUABoAKACgAoAKACgAFABQAGgAoAKACgAoAKACgAoAKACgAoAKACgA60AFABigAoABQAfnQAUAFACUALigA7UAFABQAUAFAB1oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAxQAnSgBaACgA60AJQAvWgBjGmhoaTiqGRsRQBE3SmBEzc07gRO3vilYRGXphsML59qA3I2c0AM3mlcaF8zJoAcHHNIVhQ+T1osIN9BVg3e9AAWoAbux+NAAGoCwofJoAduoAQnkGgD88v2ovC3/CL/GjWgi7IL1kv4x2IkGW/8fDj8K+TzKny1W+59rldXnopdjmPDEuMEjOe1fPH0SWh21kxRgRhQRgUXB6mvaylFBJ6everTCxcWfIzwM8cGjUVrEcrGTqACFyR61LNEVYnCMp7Zoi7Ckro+tPgT4g/tv4e2cbNulsXa1fnnAO5f/HWH5V91l9X2lBeWh+d5lS9liZeep6KDXpHljs0AOBoAdmkI8V/bFP/ABYHXj6TW3/o5a4cZ/BkehgP94ifmpZnfd8dQetfFSep9/E9W8Lr+7jyvXkE+tZM6oo73TD8qk9jn0zQgkjUChgcnk9KYrXGSHyl2HgGtlqYyWpWVdz/AFOK3gjkqux9p/B/w9/wjXw80i2Zdk0kf2iUHruf5v0BA/CvsMPD2dNRPgcVU9rWlI7Oug5AoAKACgAxQAUAFABigAoAKACgAoAKAEoAWgBBQAUAL3oASgBaAA0AFABQAUAGKACgAoAKACgAxQAUAFABQAYoAOtACUALQAlAB3oAWgAoASgBfegAoAKACgBKAFoAKACgAoAKADtQAUAFACUAHSgBaACgAoAKADtQACgAoAO1ABQAUAFABQAlABQAtABQAhoAWgBKAGN3qkNEZNMojduaBETHPegZBIdozz+FUIicnNJjGZI96AI2akIjZvzoGMJ98U0ITOB1oYw3496QAsnvQA4P3zQA7figA3GgQbvWgA3DigAzmgYB8d6BC76Bnyf+3V4cHkeGfESL8wMmnyt7f6yP+cleLmcLwUj38oqWnKB83+HLsKyg5zxwDXxk1Zn20NUeh2CiQDnPGetStSzUR9gBxg1eoFq3fcgDcHOeOtUJiT5VDtPy+tS7DRTdirAAcCs27F2Pbv2Z/EYtNe1HSZGwl5CJox/tp1/NSf8AvmvpcnrWk6b6nymeULwjVXTQ+jklBANfVHx5IHH1oQDg1AC7+OtK4Hhf7aV6IPgHqik/667tox/33u/9lNcGOdqDPTy6PNiYn5y6agN2pPQtiviZM++ij1nwzEUjTkHHA56Vk2dKWh29pC4Vcfzq0NmllQo3de1Ulcyba0RHLJuXJ57CtUZM2fAnh4+J/F+k6ZjKzzqH9kByx/IGvSw1PnqJHjYyr7OnKR9yooRQqgBRwBX1p8IOoADQAUAFACd6AFoAKADigAoAP1oAKACgANACUAFABQAtAAKAEHSgBaACgAoAKADvQAhoAWgAoASgBaACgAoAKACgBKAFoATigBaAEoAWgAoAKAEoAWgA7UAFABQAnFAC9aACgAoAKACgAoAKACgAoAKADpQAUAFAAaACgAoAKACgAoAKACgAoAKACgAzQAUAGaAEHSgA60AMPU00NET1QyFuKBkbGgRE3NAELigZCxxQIiMhx6UAMLZoGMJz9KAGMxoAaTQAnmY/CgBwkFAEiye9AD92eRQAu73oAQmgBQ2O/wCVACE5BoAbuI78UAeKftgaSuqfBHUZcZexure5U+nz7D+j1wY6PNQZ6WXy5cRE+HvDrl5cdx0r4Oe5+g0meoaQSIVyO3PNQkdDNUXZDBTk/X0rZIybLFtLuOV/DHak0Al1cOAQwBBxj2rJoopNKwcKVwfWoaNEdH4G12Tw54i0zUVk2m3uUZvdM4YfiCRXXg6rp1oy8zixtJVaEoNbo+2Vk9wR6iv0W5+YbDhLmkA8SYpAOD0AfNv7euqfZfg9ptp/FdatH09FilP8yK8rMpWoHtZTG+Iv2R8FaMPMcKwBy3H1r4u592ket+GlIhjUHfgZqTdHeWZYxjuw71SJbJ96hNucknpWqZmyKSVi5I4UdiK2jqYT2Pb/ANmDw2bvxFf6zImUs4hFGxH8b9fyUH/vqvo8BT1cj5HNavuqC6n0uBXtnzYUAFABQACgAoAKACgAoAKACgAoAQUALmgBKAFoABQAlAC0AFABQAGgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAEzQAtACUAFAC0AFACUALQAUAFABQAlACmgANABQAUAFAB2oAKACgAoAKACgAoAOtABQAUAAoAOlABQAUAFABQAUAFACUALQAUABoASgBaAGNTQ0ROM1RRC4oAhbkdaAInOKAIWbrQIhY8UAQOetAyEk/QUANL0ARtJyKAEMg6ZoAYXoAXdQAqyEcZoAlSX1oAkDfiKADdx1/OgADUAOzigBCR1zxSA8k/amlC/AzxKoBO8QKPTmdK48W/3MjvwK/wBoifCvhi1bzA3PHWvg6i1P0KkemaMd8fUccVC0Ol7Gw0KspIGB05HNbRMriWylenynHekyhZmARiQC351i0MqTksgOMH1rJstImtshTnJz2pRdmW1dH2F8L/Eh8R+CNLuS++dIxBNzzvT5Tn6jB/Gv0TCVfa0YyPzDHUfYYiUOh1qyE9a7DgJUfNAEyn3oA+QP+Cg+rb7TwZpSnljdXLL9PLVT+rV4ObStCMT6TJYXlOR8j6Lb7WU+h/Kvknoz7OJ6foEZKJn6HB6CpOhbHb27MsZ252c8+lWiGkWVBUDtmt0jKQYMkwBOSTiuikryOSq7RPsH4E+HR4f+HtkzLtmvmN2+Rz83C/8AjoX86+wwsOSkvM/PsbU9pWfloeh11nCFABQAUAFAB3oAKACgAoAKACgAoAKACgAoAKAE60ALQACgBOlAC0AFABQAUAFABQAUAHSgBByBQAtABQAUAFABQAUAFABQAUAJ0oAWgAoAKAEoAWgA7UAFABQAUAFABQAUAFABQAdqADrQAUAFABQAdKACgAoAKACgAFACUAL2oASgBaACgAoAKAEoAWgAoASgAoAUUANZaAI2FUUROM0xldxxQBA4PWgCFlIoEQODnrQMiegCvJ7fnQBCW6igCJmANADd3FA7jN/Oc5pCFDkDrmhgKsmOvFAWHrJ83NMCdHyMVNx2JTg80hDlAxVXAcFpNgKVGPagDyT9qaLb8DvEW0cZt8/Tzkrjxf8AAkd+B/3iJ8OeHZhEwGeD3r4We5+h09jvdAZZZUBIweBzWXU2k9Drhbfuwq4A9+lbJmaRWkQIzk8cYGBVNFpmbdSuflUlT3ArnloVuLbSB4zGeqjqfWsmrjvYu2yMqhnwMenpStYu57P+zr4pjhvtS0KZwpmAurcMepHyuB7kbT+Br6vKKytKk/U+QzzDt8taPoz3lWJr6U+RJFagCwsnGKAPg39ubWjqPxesbANlbDTIlK+jOzuf0K18rm071FHsj7HJoWpOXdnh2jxsr8DI6mvnWfURR6FoG6Pan8J6+lI3SOws3MnBG3PpVol6F+TaEBRvu84roRizS8H6O/iDxFYWMa/PcypFx2ycZ/AZNejhafPJI8bG1fZwcj7stII7O1ht4gFjiQIgHYAYFfYLRWPz5u7uybOOtMQlABnmgBaAAUAFABQAUAFABQAUAFABQAGgBKAFoAKAEoAWgAFABQAGgAoAO9ACUALQAUAFABQAUAFABQAUAHWgAoASgAoAWgBOtABigBaACgBKAFoAKACgAoASgBaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAFAB+NABQAUAFABQAGgBKAFoAKAI2GKaGhjLTuUQyIMUrgVyByBzTuBWkB7dKYFd160gIHU59aLgROp+tAEDpk0wIXXCkEkmkBASVPPNFx2G54yaVwGmTkc0XELv5NFwHCT160XKJUmpAWo5QwGOaAsTq1AmOBJ4oEKzBEZmICqMkntS2KsfP37QvxHsfEXwV8RLY2l5PBJKkCTJEWUlJlLEgZIX5WGSAOK4q0nUpSUUd+GiqdeLk0fHWiy7vKIwVxnI6Gvh57s/QoPQ73Qt8cvmL0A6Vhctas7HS7k3KnDfQHtVwZq1ZElwxjkwMN2Nb30ISMfWJIre4j8s/e5OOa45y6GqV1cLeBZmXgetSmQzSliSGF3ZgoAzkngVrYOY2PBfw81fxRqEd4jT2dvEQysh2O31JHyqR9Sew717+Awc4y9pLQ+ezHH0+X2UNWfTPhO7ubO3j0+/uhdXIBKyAHp/d55OPU19RB9D4yoru50vmdK1M7D/ADjSEfmx+0Rr3/CSfHLxbdK2+OK8Nqjf7MQEf81NfEZhU5q8j9Ay2nyYeCMPw7CrkgryTXks9tHc6Um0jcMgetK5okdHaFcZJwAc1cXqKRd8xWU7ejH9a6Ec8j2D9mjw/wD2n4vk1GRAY7CEup/22+UfpuP4V9Jl0NeZ9D5DN6uigup9Sg4xXvnythTTEAbHvQMdnNAhaACgBO9AC0AJQAtABQAUAFABQAGgAoASgAoAWgAoAQUALQAUAFACUALQAlAC0AFABQAUAFABQAUAFABQAUAFABQAlABQAtABQAUAFABQAdKACgAoAOlABQAUAFABQAZ4oAKACgAoAOlAAaACgA6UAFABQACgAFAB2oASgBcUAFABQAUAFABQAUAHNABQAgoAU0AI3NAEbDNBSInTigZC0fOAMUDZBImKYirIoOQDSAiKHFAELJ2oAhdKAK8i0AVJU5oKRCwxQAzjPegBASD1z9aAAMCc+lAEivg80ATRzAGlcC7DKGFAE4PIwcD0ouBj+M79rPw7diNh506mGMf7TcVnN6WRcd7nnvgrR10W5tLOIFolUqwPO7OSxP1JJ/GklypJCvfc+QvF+k2+j+OPEkFrEIbSHUp0iVFwirvOAMcADpXxeNpyVabS0ufoGBqL2EE3rYv6O7YIXkMM4rzNz01ozas737Ou3BLAetUo9jZSvuVNQ8UPDtRImLdKzlzHQlFmdaS3F5fCaQYGelRo2ZSdtjqEcwTB1xjHSqRg2dV8N/Cw+IHigeYD/Zliw8z0eTr/AOOjH4kele9l2H9pLnktEeDmeL9jD2cHqz6T+xw6VbLBbpsjUcAf5619Rax8de+rMYl0m89WKsp+U+lJaalNXR1Gl6mNQtwx4kXhlHY10J3RztWDX9di8N6FqGrXGBBYW8l1Jn+6ilj/ACpTkoxcuxVOHPNRXU/LmMz6zqFxdzuXnnkaWRieSzHJP5mvzqrPmk5dz9NowtFJHWaLZ+UygZ5rBs7Ujp7RDGCCTnOTSNEjYt2GFGcMcd6qLJkWjJubC9v1rrp6s5ZuyPrL9mfSBZeBpr0r+8u7kjd/soMAfnur7LBR5aV+5+e5jPmrtdj2AHtXeeUOA4pokcBzVEjqACgAFABQAUAFABQAUAFAB1oAKAA0AFABQAUAFABQACgAoADQAUAFABQAUAFABQAUAFABQAUAFABQAdaACgAxQAUAAoAPzoAKACgBKAFxQAdqACgAoAKACgA60AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAYoATpQAtABQAdaAEoAXrQAhGaAFxgUAJgUAMZaB3Imj5yBQUQyR5oGiBoewFAiF4utAELxegoAryJjtQBVkSgqxUlTPbNAFdkzQBAwI7UAMPTnn6UAGcnrx6YpAC4B70wJFbA5qQLEMmG64ouBHqmvppMaZXzJH5C7scepqW7DSuc3e6u/iCeMugSKEnavqcdaS97Ub00KMNxJZS3s0ED3VykZWKCMgM7HtkkAfUkCkxxXcwtE8VafB4gh8P+INKvdIv7wHyRqMaPb3PssisyMT6dawc+V8s1/kdChzrmpvbpszz740fDDS/Cl/b6loxjtYLpyslinRWxncg7L6jscY9K+azXDU6VqsNL9D6rKcXVrJ0qmtup59BpW8kqeTwQa8OLaPoyO58OhCGbnJ605O5cZF2y0yK0TJAyBnNRa2oN3M7VtRW3nhigVpbqdxFBCnJd2OFGPqaqEZVJKMd2ctSapxcpH1P8IfCEHg/wAO28Lsv2kjzJ2GOXPJP5/yFfe4ekqFNQ7H59i6zr1HI6i+bzSeeOpNdDOdIwr65jhRmZgoUdCenvWbZqkR+E9WZdYZJMpDcJtjLcZYcjH4d/y9aqDd9SKiTWhxn7W/jD/hHfhJdWMb7bnWJVtF558sHfJ+gA/4FXJmNX2dBruduWUfaV0+x8PaNGUlBAOCetfDSZ+g01qd/p0IKKTjI5xWDZ12NlIkOOcE1XNcZOhIZTtyBxWiZDLsLlpFOMmuylucFV6H3B8F7EWHww0CMDBeAzH/AIGzN/WvuMMrUYo/N8XLmrzfmduAK6kcTHiqJFoAMetAC0AIKAFxQAUAFABigAoAKACgAoAOvagBKAFoAQUAFAC96AEoAWgANABQAUAFABigAoAKACgAoAMUAFABQAUAGKADrQAlAC0AJQAd6AFoAKAEoAX3oAKACgAoASgBaACgAoAKACgA7UAFABQAlAB0oAWgAoAKACgA7UAAoAKADtQAUAFABQAUAJQAUALQAUAIaAFoATpQAtACUALQAlACFfegdxjJSGmRtH7UyiBowcj0qQsQPGCSO9O4WK7wc4xxQDKslv8A/rphcqywEZAFAXKckbKeKBld1J4xg0AVmRgT2oAhbeG4qQFOQc5wTQA5chfc0gJVYAcmgDlPEmoxHVTG7oCiBArOB+n41nKSWjNIxb2KtnOsBCbXx3YHNRzFci6nS2C28aqBt+fnDDBP51SkmS4sl1fw7YeIbBrO+tIru1Y5MEy5XI6EHqp9xVtJqxmm07o84+Ifwmvte8i90i+lvJLOHyRY3jgsVzk7ZO56fe64HNeNjsC8Sk4PVdD3cvzBYZuNRaPr1PIJrWTQrr7PfwS2VwDyk6lT16818rUozovlqKzPrqdeFZc1OV0Vb3UIjKY0kDY54rm6nZGStcxdX15YykEIaaduEjiGWc+gHc1cYSqPlirkTqRpx5pOyPSPgV8E9Wu/EUXivxRA1t9nz9gsHHzISMeZJ74JwvbOTzivrcvwDofvKm58dmOYKt+7p7H0lMttFGQY1PGM17jPnlcwpbD+0JT5RkghU/M6tnJ9BkGoaTNeZxIm0q3t8EIZHHIeUliPpnp+FKyQ7t7nN+Ibh7XEsZIljIdT7jkVDNYnzf8Ate+O18S+M9NsLeQva6fYoWVTkCWUb2/8d2D8K+dzOspyUV0PpsqoOnByfU8v0O1jZYyeD64r5uT1Z9TBWR6FpenebbgAHj86ztc2vYsra7X6HA7UrNFjnjCnFWkZMkiBSTgHjnBrthucNXY+/wDwjZjTPC2jWoOPJs4Y8e4QCv0GmuWCXkfmNR805PzZtLyBWhgx64NG4hcVQhTQAUAFACd6AFoAKADigAoAP1oAKACgANACUAFABQAtAAKAEHSgBaACgAoAKADvQAhoAWgAoASgBaACgAoAKACgBKAFoATigBaAEoAWgAoAKAEoAWgA7UAFABQAnFAC9aACgAoAKACgAoAKACgAoAKADpQAUAFAAaACgAoAKACgAoAKACgAoAKACgAzQAUAGaAEHSgBQaACgAoASgBaAEoAWgBpUGgdxhTHakO41kHoKTKTIXgzzjmkMgkgHPFO4irJbHByBTApzWwwcUwKU1tj1P0oGinNDg9hS6gVJUx9KTAhbOaQDSwYjPOKBkd9fpY27SuMhegzjNAHn1x4Z0zxJrcup3TNctK6s4VgykDOFI9KxfK9S7SXU6KHw9pqXESQ3EllLLlkhjl27gOuF9sjpT91g+da3N1NJtzHD9oL3RhkWWNpjnay/dI+lVypak80nuzTQmTr8q+nc/Wq3JJGjV8HO1x0YUAUNU07TNci+y6tY294uPuXEauD7jIqWk9JK5UZOLvF2OWl+CPgiaXzF0aGIntE7IPyBxXK8Jh5O7gvuOyONxMVZVGbOieAvDPhdzJp2k2lrKeDJHEA5HoW6n8a3hThSVoRSMJ1atV/vJNmnc6rHCm0EKo4AFaNmfKRR281+Q0oMEHoeGb/AApBfsWJ5I40CIAqjgAUNgkZV1MMHmoZqkcF4x1CO3t5JHOEQF2+gGaxnK2p1U43dj4c8QakdT164upPvTStIfbJ6V8biJc0mz7fDw5YpHU+GYY54lAHHrXmS3PVjsdrYDbIVUnNQapl8MzN8wBA7mncGMljUrkZz6itkYybJ7WLcVzgbiK66erRw1fhZ+gdmoS1hUdAij9K/QlsfmL3LS+1BDJAKZAtUAUAFAAKACgAoAKACgAoAKACgAoAM0AJQAtAAKAEoAWgAoAKAA0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAmaAFoASgAoAWgAoASgBaACgAoAKAEoAU0ABoAKACgAoAO1ABQAUAFABQAUAFAB1oAKACgAFAB0oAKACgAoAKACgAoASgBaACgANABQAUAFABQAUAFABQAUAFAAaAE2j0oAYye2RSZSZG0Q9DSKTIngB7UhlaW3GOFoApzWhbsMepNMRQuLTANAzOmtupxQBTkhGOlICpIoUHJwB1oHc5TWZbbWna3uCxtwwwCWRTgg4LfXtUMpGtp9tppltrU28cczxs8Sov8C7QcEdB8woTvoxONtUzXk0u1L28rQI00G4QyMuXTcPmCk8jPenYn1J44mDAt26D0p2FcsAYFMoCaBEUyrKm1wGX3pAUmtnT/VTso9HG6loO7IHtriQ4a5wD/dTn9TSsVfsWrWzgscSYMk3/PSQ5P8A9ansLVjp773pXGkZVzfZJwak0Rn3EkkykKC30qGykzkNQ02DW9RktLlhNEq/vYQeCD2P15rJJSZu5ShHQ2LP4R+D7+CKB/CujuzEAP8AYYwy++QM8Vs6VNq3KvuMPbVU7qT+9jfFP7PPhfVWeWys/wCwrtuRLYjbG31j+7+WD715+Iy6hiNbWfdHo4XNcRh9L8y7M8h8T/CzXfA5ae4iW905T/x+Wylgo/2x1X8ePevl8Tl1bD+9a67o+uwmaUMV7t7S7M5QTqSTncDzxXlHsjgfMHHatIszaLBXykRhxk88V2Ut0c9SPutH298OtUlu9DtIbqfz5hAjiT+8pH9M1+gQd0j8uqq0mdcMCtDEkU/jTJHVQgoAKACgA70AFABQAUAFABQAUAFABQAUAFACdaAFoABQAnSgBaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoATpQAtABQAUAJQAtAB2oAKACgAoAKACgAoAKACgA7UAHWgAoAKACgA6UAFABQAUAFAAKAEoAXtQAlAC0AFABQAUAJQAtABQAlABQAooAMUAHWgBKAFoAKACgAoASgBaACgBMUAIUzQO4xosipsVzEDwZpDuVZrYEcigGZtzp5OccUAZc9nszxTGcX4g1pYrkQR7goPMgRipPpkCodxqxNpTI0qwCI5MfmZUHaBkDk+pz+hpJvYckjaVPLK7QCwHT0FUZlpY8rnqT3pjuBGKBIRiBQWQu9K4iJpM0gIXl9KBiK4Xk0AVri8znB4pFWKbebMMgYX+83AqWylqZ7XlqrMFL3kg4xFwoPoWPFZufY0Ue7Kepy3MsO2SVbaI9IoTgn6nqfwx9azlruaRdtilY6H/Y981vhcuVY7VxyVBOfU5J5rWMOUzlLm1PRtEQ2Z8zgMq7QCPXr/AErXYw3NG4uWuOWximBVkQMCCAQeDnuKkZ5P49+BdprLS3/h8x6ffHl7U/LBKfb+4f09h1rxMXllOv79PSX4H0OBzapQahV96P4o8NW3MchVsF1JBAORmvk3TcXZn2/tFJKSFuGfaqHjvitobkSaaPqP4Ra+s/hzTJQ2WtQIXPquP8D+lfdUJXgj81xcLVZHtaDIB6g11nntjwMdqZAtOwBTAWgAFABQAUAJ2oAWgAoAKACgAoADQAlAC0AFACUALQACgAoADQAUAHegBKAFoAKACgAoAKACgAoAKADrQAUAJQAUALQAnWgAxQAtABQAlAC0AFABQAUAJQAtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQACgA/GgAoAKACgAoADQAlAC0AFABQAUAFACGgBaACgAoAKACgA60AFABQA0rkUrDuRPFmpKTMnXdTttEs/PuTwTtVR1Y+gpPQtanmvivxpdSWtxLBayJYwxtJI8YBLBRkjkgnp2qW29itFuMsJTd2sbPE8bvGJcFTgA9M+/t9acW+pMrbo19OXzYiF7cE1ROxfEIRcAUCFHAoAjc0FETtSYFeR6kCu8lMCMb5PuIW9+1IZVuriKElZZ8sP+WUI3N/8AWqHJGii+pUe8nYZt7ZIE/wCes53N+XT9ai7HZLzKMypMwN1M92390/dH4dP0NT6lXYGduFQCMAcY6/nTBGTc38NqzyXLbVQ/eYfrU3SL1Za0TxdomuXDG2vDdXcbbZNsbllI7NxxRGonsOVNx3O2s9VSQKCAR6qpGa2TuYtI0Wni8sFS27uu3GKoixVubvCMFBzUtlJBaSRTRmNAyso5DelWmmTK61PJ/iD8IZbm+uNS0QBpJ2MktmcKFOOWU+57e9eJi8t9rJ1Ke76H0WCzX2UFSrLRbM8T8Xabqnha1dr/AEy6gLjYjtGShY/7Q44+teNLC1qOs4nvwxlCtpCaPS/2WdduNc8K2c7ShVkhMTRtyWaMlSc9sMpFfS4W7gmfK46ykfXehyPNpds8mNxQZIOc16KPCluaFaEhQAUAFABQAnegBaACgAoAKACgAoAKAA0AFACUAFAC0AFACCgBaACgAoASgBaAEoAWgAoAKACgAoAKACgAoAKACgAoAKAEoAKAFoAKACgAoAKADpQAUAFAB0oAKACgAoAKADPFABQAUAFAB0oADQAUAHSgAoAKAAUAAoAO1ACUALigAoAKACgAoAKACgA5oAKAEFAC0AFABQAfnQAUAFABQAUAFABQAfnQAUAV7u/t7Fd08yRDtuPJ/CgDAvvG8MeVtYWnP99/lX/GgdjivGF5f+LrUWb6jc6bAGD509hG+4dPmOTx6d6lpNalJuLujzrRfhv4mXxRLfaj481XWrGCFktrK8jj2h26lyqjIA6YAOT7YPOqSTvdmzqyas0vuO406Ca3le1niIRVBEjkEPnOQPYe/rWkU1uRJqWxvwQboyAMIe/rVkC6fCLdnQDAB4FAyy/FAiMmgdyCR8UhlWSXJwOT6CpAZJGUXdM6wL/tHn8qTaRSTexAZ0/5YQGU/wDPSb5V/KpcmVZdSndSNNxcXLOP+ecPyr/n86jfcvbYpNOIQVhjSIdiBk0XHYpzSmRtzkk+p5pARhhn+VAEF3fR2qEuwH86zlNRLjFswrG60/XLoG4mi8kSFVEkgAJH404ST1HOL2R1CeE49LM0+lWluv2iZp3j3bAWY5J4HNa2tsYX11NSyXWFHyWdrG44G6UMP5in7w249maKvrEsD7pYLacKSFxvX25HUUWfcLx6IsadoNxNZRNqV/JcXTIDIIsLGrEchQOwPAzVxjpqRKT6aEljoSaVNI8czPExLBG52k4yAfTjP41SilsS5OW5Y2Z57nmqEc34t8Hr4m0u9tINQutJe7iaGV7bayurDByjArn3GG96xqU1Ui4t2ubUqrpSUkk7dznPhL8JrP4SaGLC3vZdQZXlYTyoEPzyM5GB0xuxSp0o0o8sS62InXd5HvfhWXztCtj6bh+proRxPc16oQUABoAKAAUAFABQAUAFABQAmaAF60AFAAaACgAoAKACgAoABQAUABoAKACgAoAKACgAoAKACgAoAKACgAoAOtABQAYoAKAAUAH50AFABQAlAC4oAO1ABQAUAFABQAdaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAMUAJ0oAWgAoAOtACUAL1oAKADFABQAUAIaAFoAKACgAoAKAKmpanb6VatPcvsQcAd2PoBQByF34zu7vIt1W2jPQ9W/wpXKsZDs87l5HaRz1Zjk0rjGsmRigRAbZn346gZFIYmi3CNCzO3zyOwUdzhiP6VN9S90aMln5uGYAY5AFUQW4hiIDvQBEvyyk+tAx8jigLFZ3LZ2j8TUtjSKrzRZILNKf7kY/majm7FcvcZJJIF4KWqHsnLH8TSKSXQps8cbFkTc5/jk5NIe+5WnlaT77E+3akMqSyAAnOTSuOxQmuo0PzMPpWbkkWotlR555uIYGP+04wP6VN5y+FFWS+JifY7uUjfcJAO4Ubj/TH61Spye7FzRWyEXRrKP55VN0y8lrhtwH/AAH7v6VcaUI9BOpKQumranUmxHEJGOPmwCOOgFa3szKye5sT2N7YX11LYWxnNzIZDHJcMqAn6k4/AVnZp6IrmVrM3NLa/ijH2q3gtveNjIB9TgYrRX6kXi9jRRbtr/y2a3NtszvUHduz0xnGMZos2xNrsLdWNx5T/ZpY458HZI2cKexI7j2quUnmLTgnaM5OOSBirJI29aAuQOOf60DKVwXLbQuSeM9qkd0d34L/AOQMB2EjY/StEZM3x0piCgApAFMAoAMUAFABQAYoAKACgAoAKACgBKAFoAQUAFAC96AEoAWgANABQAUAFABigAoAKACgAoAMUAFABQAUAGKADrQAlAC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                  "brand": "Calvin Klein",
                  "price": 165.99,
                  "sale_price": null,
                  "sizes": [
                      "36",
                      "37",
                      "38",
                      "39",
                      "40",
                      "41"
                  ],
                  "image_url": "https://i.factcool.com/catalog/products/70/3e/c9/70-3e-c95f672048e1dc9522ed4d162529e7b169a05375-dp-3423952-0.jpeg",
                  "thumbnail_url": "https://i.factcool.com/catalog/products/70/3e/c9/70-3e-c95f672048e1dc9522ed4d162529e7b169a05375-dp-3423952-0.jpeg?impolicy=298x298",
                  "link": "https://sk.factcool.com/product/product?product_id=2047271"
              }
          ]
      }
  ]
  

Predictors Endpoints

The predictor endpoints let you review available workflows and history of jobs. What is more, utilizing the admin rights you can start on-demand jobs with custom inputs.

• list available predictors with their enabled inputs

  curl -X GET "https://api.instyle.ai/recommendation-api/predictors"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "links": {
          "next": null,
          "prev": null,
          "limit": 100,
          "offset": 0
      },
      "results": [
          {
              "name": "example_workflow",
              "version": "latest",
              "inputs": [
                  "catalog_id",
                  "feed_url"
              ]
          },
          {
              "name": "remove_catalog",
              "version": "latest",
              "inputs": [
                  "catalog_id"
              ]
          }
      ]
  }
  

• list predictor’s jobs

  curl -X GET "https://api.instyle.ai/recommendation-api/predictors/example_workflow/versions/latest/jobs"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "links": {
          "next": null,
          "prev": null,
          "limit": 100,
          "offset": 0
      },
      "results": [
          {
              "id": 6179,
              "input": {
                  "feed_url": "https://example.com/feed.xml"
              },
              "details": {
                  "status": "SUCCEEDED",
                  "startDate": "2023-10-25T11:08:20.854000+00:00",
                  "stopDate": "2023-10-25T11:08:28.021000+00:00"
              }
          },
          {
              "id": 6178,
              "input": {
                  "feed_url": "https://example.com/feed.xml"
              },
              "details": {
                  "status": "SUCCEEDED",
                  "startDate": "2023-10-25T11:03:00.517000+00:00",
                  "stopDate": "2023-10-25T11:03:07.217000+00:00"
              }
          }
      ]
  }
  

• start a job (requires admin api-key)

  curl -X POST "https://api.instyle.ai/recommendation-api/predictors/example_workflow/versions/latest/jobs"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY" -d '{"input": {"feed_url": "https://example.com/feed.xml"}}'
  

  Response

  {
      "id": 6180,
      "input": {
          "feed_url": "https://example.com/feed.xml"
      },
      "details": {
          "status": "RUNNING",
          "startDate": "2023-10-25T11:49:09.491000+00:00",
          "stopDate": null
      }
  }
  

• get single job details

  curl -X GET "https://api.instyle.ai/recommendation-api/predictors/example_workflow/versions/latest/jobs/6178"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
      "id": 6178,
      "input": {
          "feed_url": "https://example.com/feed.xml"
      },
      "details": {
          "status": "SUCCEEDED",
          "startDate": "2023-10-25T11:03:00.517000+00:00",
          "stopDate": "2023-10-25T11:03:07.217000+00:00"
      }
  }
  

Multiple Catalogs

During feed processing we always update the catalog in our api to match your feed, dropping all previously uploaded products that are not present in current feed.

When this is not desirable, you can partition your data into separate feeds & catalogs. Example use cases might be

• importing products from multiple suppliers with different schedules / workflows

• localized data per country

• separate workflows for production and staging products

Managing catalogs

If your workflows are on fixed schedule with fixed input, we will set them up for you, otherwise you will need to use the Predictors Endpoints and pass the catalog_id input when launching the workflow.

• View list of existing catalogs on /catalogs endpoint.

• New catalogs are created automatically when predictor job imports data for given catalog_id.

• To remove existing a catalog run a remove_catalog predictor job with catalog_id to be deleted.

Reading Multi-Catalog data

For all the catalog data retrieval endpoints you can specify query parameter catalog_id to select which catalog to read. The default catalog is named default and it is used for all the queries that don’t explicitly specify otherwise.

Category classification

Data processing workflow

1. Eshop publishes merchant feed

2. Eshop consumes results API to retrieve category predictions for manual annotations

3. Manual annotations are submitted as feedback (accept, reject, edit) to enable continuous learning

Feed specification

In addition to the original spec we only require setting categorize flag to for products that need categorization. Plus the google_product_category is relaxed to hold the incomplete base category for uncategorized products.

• categorize: flag with value true or 1 if categorization is requested for given item

• google_product_category: base category for products with categorize=true

After product is successfully categorized (prediction accepted or edited), it should be updated in the merchant feed with the adjusted google_product_category and without categorize flag.

Prediction data model

• id: prediction id

• created_at: Date time when prediction was created

• updated_at: Date time when prediction was last updated

• look_ids: List of look ids from current catalog this prediction applies to

• input_data: Summary of input data used for making the prediction

• input_hash: hash of the input_data

• output_data: Summary of input data from prediction model

• tag: Attribute that is being predicted e.g. “category”

• version: Prediction model version

• label_orig: Original best guess value provided as input (optional)

• label_pred: Predicted value

• label_edit: Manual edit for predicted label (optional)

• state: State of validation process, options: suggested, accepted, rejected, edited

• unsupported: true if model could not be applied to the input data, false otherwise

The best guess label should determined based on state

• accepted -> label_pred

• edited -> label_edit

• suggested -> null or label_orig or label_pred, depends on your preference

• rejected -> null or label_orig, depends on your preference

API examples

Consume Results

I want to see the new suggested predictions of certain tag

• List predictions (with filters)

  • created_after: 2023-08-15

  • tag: category

  • state: suggested

  curl -X GET "https://api.instyle.ai/recommendation-api/predictions?created_after=2023-08-15&tag=category&state=suggested&limit=2"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
    "links": {
      "next": "/predictions?created_after=2023-08-15&tag=category&state=suggested&limit=2&offset=2",
      "prev": null,
      "limit": 2,
      "offset": 0
    },
    "results": [
      {
        "id": "18e5b9c7-7059-43eb-bcbb-4805611dd872",
        "created_at": "2023-08-15T19:59:01.242696",
        "updated_at": "2023-08-15T19:59:01.242698",
        "look_ids": [
          "56035"
        ],
        "input_data": {
          "uuid": "c6b80a2f/0803/8f5a/9b9d/52577e5e5741",
          "title": "Biely box na nabíjačky YAMAZAKI Web Cable Box",
          "category": null,
          "image_url": "https://img1.pohodo.sk/pohodo/original/56035-biely-box-na-nabijacky-yamazaki-web-cable-box-0r1.jpg",
          "description": "Urobte prietrž spleti káblov"
        },
        "output_data": {
          "Nábytok > Úložné riešenia > Boxy a organizéry": 0.7,
          "Nábytok": 0.2
        },
        "tag": "category",
        "version": "0.1",
        "label_orig": null,
        "label_pred": "Nábytok > Úložné riešenia > Boxy a organizéry",
        "label_edit": null,
        "state": "suggested",
        "unsupported": false,
        "input_hash": "cffdc6e068116ecbe141000d5e54cce6"
      },
      {
        "id": "276fb53a-005b-475d-bb86-6a34dbc85890",
        "created_at": "2023-08-15T19:59:01.242683",
        "updated_at": "2023-08-15T19:59:01.242685",
        "look_ids": [
          "56031"
        ],
        "input_data": {
          "uuid": "22f7b978/5612/33ad/edbb/3f8f575ec54f",
          "title": "Biely vysoký stojan na topánky YAMAZAKI Tower Shoe Rack",
          "category": "Nábytok",
          "image_url": "https://img1.pohodo.sk/pohodo/original/56031-biely-vysoky-stojan-na-topanky-yamazaki-tower-shoe-rack-1r1.jpg",
          "description": "Kam s nimi? Večná otázka milovníka topánok. Japonská firma Yamazaki"
        },
        "output_data": {
          "Nábytok": 0.7,
          "Nábytok > Stojany a držiaky ": 0.2
        },
        "tag": "category",
        "version": "0.1",
        "label_orig": "Nábytok",
        "label_pred": "Nábytok",
        "label_edit": null,
        "state": "suggested",
        "unsupported": false,
        "input_hash": "549ca6f5b2cf561eeb2dbe03a5569bcc"
      }
    ]
  }
  

Sometimes, our model might not be trained for certain inputs. In that case we will still create the Prediction entity, with unsupported flag. The label_pred will be same as label_orig and state will be set to suggested. This enables us to track these new cases and learn from them, as well as for shop to use the same process for annotating these cases.

• Example of unsupported prediction

  curl -X GET "https://api.instyle.ai/recommendation-api/predictions?unsupported=true&limit=100"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
    "links": {
      "next": null,
      "prev": null,
      "limit": 100,
      "offset": 0
    },
    "results": [
      {
        "id": "9fdc0e73-2d93-4ad4-af49-454a6a7a8836",
        "created_at": "2023-08-15T19:59:01.242657",
        "updated_at": "2023-08-15T19:59:01.242659",
        "look_ids": [
          "56021"
        ],
        "input_data": {
          "uuid": "cefa0d14/3537/13fb/2620/9fc182ecf52c",
          "title": "Čierny stojan na náušnice YAMAZAKI Tower",
          "category": "Jewellery > Earrings",
          "image_url": "https://img1.pohodo.sk/pohodo/original/56021-cierny-stojan-na-nausnice-yamazaki-tower-1r1.jpg",
          "description": "Kreativita"
        },
        "output_data": {
          "Unsupported base category": 1
        },
        "tag": "category",
        "version": "0.1",
        "label_orig": "Jewellery > Earrings",
        "label_pred": "Jewellery > Earrings",
        "label_edit": null,
        "state": "suggested",
        "unsupported": true,
        "input_hash": "08fc40d5b7b1eea2b199712482fe042b"
      }
    ]
  }
  

You can also find a snapshot of relevant predictions under each expanded look in catalog endpoints

• Get expanded look (predictions are included in results)

  curl -X GET "https://api.instyle.ai/recommendation-api/v2/looks/56035"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  

  Response

  {
    "look_id": "56035",
    "image_links": [
      "https://img1.pohodo.sk/pohodo/original/56035-biely-box-na-nabijacky-yamazaki-web-cable-box-0r1.jpg"
    ],
    "results": {
      "predictions": {
        "category": {
          "id": "18e5b9c7-7059-43eb-bcbb-4805611dd872",
          "label_orig": null,
          "label_pred": "Nábytok > Úložné riešenia > Boxy a organizéry",
          "label_edit": null,
          "state": "suggested"
        }
      }
    },
    "title": "Biely box na nabíjačky YAMAZAKI Web Cable Box",
    "description": "Urobte prietrž spleti káblov",
    "link": "https://www.pohodo.sk/boxy-organizery/biely-box-na-nabijacky-yamazaki-web-cable-box",
  }
  

Submit Feedback

Lets say that from the listed predictions first one is correct and we want to accept it

• Accept prediction

  curl -X PUT "https://api.instyle.ai/recommendation-api/predictions/18e5b9c7-7059-43eb-bcbb-4805611dd872"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  -d "{\"state\":\"accepted\"}"
  

  Response

  {
    "id": "18e5b9c7-7059-43eb-bcbb-4805611dd872",
    "created_at": "2023-08-15T19:59:01.242696",
    "updated_at": "2023-08-17T11:59:30.170352",
    "look_ids": [
      "56035"
    ],
    "input_data": {
      "uuid": "c6b80a2f/0803/8f5a/9b9d/52577e5e5741",
      "title": "Biely box na nabíjačky YAMAZAKI Web Cable Box",
      "category": null,
      "image_url": "https://img1.pohodo.sk/pohodo/original/56035-biely-box-na-nabijacky-yamazaki-web-cable-box-0r1.jpg",
      "description": "Urobte prietrž spleti káblov"
    },
    "output_data": {
      "Nábytok > Úložné riešenia > Boxy a organizéry": 0.7,
      "Nábytok": 0.2
    },
    "tag": "category",
    "version": "0.1",
    "label_orig": null,
    "label_pred": "Nábytok > Úložné riešenia > Boxy a organizéry",
    "label_edit": null,
    "state": "accepted",
    "unsupported": false,
    "input_hash": "cffdc6e068116ecbe141000d5e54cce6"
  }
  

Maybe second prediction was not quite right so we reject it

• Reject prediction

  curl -X PUT "https://api.instyle.ai/recommendation-api/predictions/276fb53a-005b-475d-bb86-6a34dbc85890"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  -d "{\"state\":\"rejected\"}"
  

  Response

  {
    "id": "276fb53a-005b-475d-bb86-6a34dbc85890",
    "created_at": "2023-08-15T19:59:01.242683",
    "updated_at": "2023-08-15T19:59:01.242685",
    "look_ids": [
      "56031"
    ],
    "input_data": {
      "uuid": "22f7b978/5612/33ad/edbb/3f8f575ec54f",
      "title": "Biely vysoký stojan na topánky YAMAZAKI Tower Shoe Rack",
      "category": "Nábytok",
      "image_url": "https://img1.pohodo.sk/pohodo/original/56031-biely-vysoky-stojan-na-topanky-yamazaki-tower-shoe-rack-1r1.jpg",
      "description": "Kam s nimi? Večná otázka milovníka topánok. Japonská firma Yamazaki"
    },
    "output_data": {
      "Nábytok": 0.7,
      "Nábytok > Stojany a držiaky ": 0.2
    },
    "tag": "category",
    "version": "0.1",
    "label_orig": "Nábytok",
    "label_pred": "Nábytok",
    "label_edit": null,
    "state": "rejected",
    "unsupported": false,
    "input_hash": "549ca6f5b2cf561eeb2dbe03a5569bcc"
  }
  

Alternatively, we might be willing to make the extra effort and correct the second prediction by submitting the edit_label, notice that state goes automatically to “edited”. Also, we keep the predicted label untouched for future reference.

• Edit prediction

  curl -X PUT "https://api.instyle.ai/recommendation-api/predictions/22f7b978/5612/33ad/edbb/3f8f575ec54f"
  -H  "accept: application/json" -H  "x-api-key: $API_KEY"
  -d "{\"label_edit\":\"Nábytok > Stojany a držiaky\"}"
  

  Response

  {
    "id": "276fb53a-005b-475d-bb86-6a34dbc85890",
    "created_at": "2023-08-15T19:59:01.242683",
    "updated_at": "2023-08-15T19:59:01.242685",
    "look_ids": [
      "56031"
    ],
    "input_data": {
      "uuid": "22f7b978/5612/33ad/edbb/3f8f575ec54f",
      "title": "Biely vysoký stojan na topánky YAMAZAKI Tower Shoe Rack",
      "category": "Nábytok",
      "image_url": "https://img1.pohodo.sk/pohodo/original/56031-biely-vysoky-stojan-na-topanky-yamazaki-tower-shoe-rack-1r1.jpg",
      "description": "Kam s nimi? Večná otázka milovníka topánok. Japonská firma Yamazaki"
    },
    "output_data": {
      "Nábytok": 0.7,
      "Nábytok > Úložné riešenia > Boxy a organizéry": 0.2
    },
    "tag": "category",
    "version": "0.1",
    "label_orig": "Nábytok",
    "label_pred": "Nábytok",
    "label_edit": "Nábytok > Úložné riešenia > Boxy a organizéry",
    "state": "edited",
    "unsupported": false,
    "input_hash": "549ca6f5b2cf561eeb2dbe03a5569bcc"
  }