{"id":1629,"date":"2022-04-08T10:25:15","date_gmt":"2022-04-08T10:25:15","guid":{"rendered":"https:\/\/365stack.in\/?p=1629"},"modified":"2022-04-08T10:25:19","modified_gmt":"2022-04-08T10:25:19","slug":"how-to-read-pdf-files-using-azure-form-recognizer","status":"publish","type":"post","link":"https:\/\/365stack.in\/index.php\/2022\/04\/08\/how-to-read-pdf-files-using-azure-form-recognizer\/","title":{"rendered":"How to read PDF files using Azure Form Recognizer"},"content":{"rendered":"\n<p>This is a continuation post, already we have shown how to read using <a href=\"https:\/\/365stack.in\/index.php\/2021\/09\/21\/read-pdf-files-using-ai-builder\/\" target=\"_blank\" rel=\"noreferrer noopener\" title=\"AI builder\">AI builder<\/a>. AI builder is also built on top of Azure OCR. There are some prerequisites to be done before using the Azure services.<\/p>\n\n\n\n<p>Azure works on pay as you go subscription model. If a user creates a <a href=\"https:\/\/azure.microsoft.com\/en-in\/free\/\" target=\"_blank\" rel=\"noreferrer noopener\">new account<\/a>, for 12 months they are offering a free subscription on certain services and for the first 30 days all the services are available.<\/p>\n\n\n\n<p><strong>Setting up <a href=\"https:\/\/portal.azure.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Form Recognizer and Storage Account<\/a><\/strong><\/p>\n\n\n\n<p>In azure, each service is called as resources all the related resources can be grouped under resource groups.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Create a resource group called &#8220;OCR_FormRec&#8221;<\/li><li>Create new form recognizer service under &#8220;OCR_FormRec&#8221; resource group and select the pricing tier as &#8220;Free F0&#8221;<ol><li>Form recognizer is available under &#8220;Applied AI services&#8221;, it is built on top Azure Computer Vision (OCR) and there some  prebuild models available in Form recognizer which we can make use of it.<\/li><\/ol><\/li><li>Create a &#8220;Storage account&#8221; and create a &#8220;Container&#8221; inside &#8220;Storage account&#8221; to hold the pdf documents.<ol><li>Container is used to hold the pdf documents, model data and processed results.<\/li><\/ol><\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"306\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1757\" data-id=\"1757\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-144.png?resize=640%2C306&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-144.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-144.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-144.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-144.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-144.png?w=1571&amp;ssl=1 1571w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-144.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Azure Portal<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"331\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1758\" data-id=\"1758\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-145.png?resize=640%2C331&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-145.png?w=873&amp;ssl=1 873w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-145.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-145.png?w=768&amp;ssl=1 768w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Create resource group<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"279\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1759\" data-id=\"1759\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-146.png?resize=640%2C279&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-146.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-146.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-146.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-146.png?w=1367&amp;ssl=1 1367w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-146.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Select Form recognizer<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"513\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1760\" data-id=\"1760\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-147.png?resize=640%2C513&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-147.png?w=989&amp;ssl=1 989w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-147.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-147.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-147.png?w=500&amp;ssl=1 500w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Create new Form recognizer instance<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"221\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1761\" data-id=\"1761\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-148.png?resize=640%2C221&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-148.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-148.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-148.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-148.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-148.png?w=1673&amp;ssl=1 1673w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-148.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Instance Deployment<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"276\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1762\" data-id=\"1762\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-149.png?resize=640%2C276&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-149.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-149.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-149.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-149.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-149.png?w=1669&amp;ssl=1 1669w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-149.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Navigate to Storage account<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"551\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1763\" data-id=\"1763\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-150.png?resize=640%2C551&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-150.png?w=909&amp;ssl=1 909w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-150.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-150.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-150.png?w=220&amp;ssl=1 220w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Create a storage account<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"390\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1764\" data-id=\"1764\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-151.png?resize=640%2C390&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-151.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-151.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-151.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-151.png?w=1299&amp;ssl=1 1299w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Storage account deployment<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"263\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1765\" data-id=\"1765\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-152.png?resize=640%2C263&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-152.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-152.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-152.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-152.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-152.png?w=1913&amp;ssl=1 1913w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-152.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Create Blob Container<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"144\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1766\" data-id=\"1766\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-153.png?resize=640%2C144&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-153.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-153.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-153.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-153.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-153.png?w=1909&amp;ssl=1 1909w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-153.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Container Created<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>Edit the &#8220;Container&#8221; and generate the &#8220;Shared Access Signature(SAS)&#8221; url, make sure to select all the permissions and provide the Start and Expiry date.(End date should be greater than the start date)<ol><li>SAS is nothing but the tokenized url which allows the other application to connect with blob container.<\/li><\/ol><\/li><\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>\/\/Form recognizer end point URL looks like<\/strong>\nhttps:&#47;&#47;365formrec.cognitiveservices.azure.com\/\n\n<strong>\/\/Generated SAS url<\/strong>\nhttps:\/\/ocrstorageaccount365.blob.core.windows.net\/365blobcontainer?sp=racwdli&amp;st=2021-11-24T15:30:20Z&amp;se=2021-11-25T23:30:20Z&amp;spr=https&amp;sv=2020-08-04&amp;sr=c&amp;sig=%2Fk%2FrOeajdJ5cqd%2BJQ%2BL5oM1uvAHcYxCPac8RSRovjow%3D<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\"><li>Navigate to the &#8220;Storage account&#8221; and search for cors, Select all the methods, then Set Allowed origins, Allowed headers, Exposed headers to &#8220;*&#8221; and Set Max age to 200.<ol><li>Anyone who worked in API&#8217;s would be aware of &#8220;<a href=\"https:\/\/developer.mozilla.org\/en-US\/docs\/Web\/HTTP\/CORS\" target=\"_blank\" rel=\"noreferrer noopener\">Cross Origin Resource Sharing<\/a>&#8220;. It is a http based security mechanism to restrict access from other domains, So we need to allow domains.<\/li><\/ol><\/li><li>Navigate to &#8220;Container&#8221; and upload a minimum of 5 pdf files to train the model.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"239\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1767\" data-id=\"1767\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-156.png?resize=640%2C239&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-156.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-156.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-156.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-156.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-156.png?w=1917&amp;ssl=1 1917w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-156.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Add methods and Set start and expiry date<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"265\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1768\" data-id=\"1768\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-157.png?resize=640%2C265&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-157.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-157.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-157.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-157.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-157.png?w=1897&amp;ssl=1 1897w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-157.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Generate SAS url<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"346\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1769\" data-id=\"1769\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-162.png?resize=640%2C346&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-162.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-162.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-162.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-162.png?w=1439&amp;ssl=1 1439w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-162.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Form recognizer End point<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"264\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1770\" data-id=\"1770\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-167.png?resize=640%2C264&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-167.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-167.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-167.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-167.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-167.png?w=1901&amp;ssl=1 1901w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-167.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Uploaded files<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"188\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1771\" data-id=\"1771\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-168.png?resize=640%2C188&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-168.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-168.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-168.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-168.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-168.png?w=1913&amp;ssl=1 1913w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-168.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">CORS configuration<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Train the model<\/strong><\/h3>\n\n\n\n<p>Azure provides a <a href=\"https:\/\/fott-2-1.azurewebsites.net\/\" target=\"_blank\" rel=\"noreferrer noopener\">free labelling tool<\/a> to train the model and it provides prebuilt models using that we can see the results instantly.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Create a new connection to access the blob container, the SAS url should be entered here and save the connection.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"271\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1772\" data-id=\"1772\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-158.png?resize=640%2C271&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-158.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-158.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-158.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-158.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-158.png?w=1917&amp;ssl=1 1917w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-158.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Azure labelling tool<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"271\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1773\" data-id=\"1773\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-159.png?resize=640%2C271&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-159.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-159.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-159.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-159.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-159.png?w=1905&amp;ssl=1 1905w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-159.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Enter the SAS Url<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"262\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1774\" data-id=\"1774\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-160.png?resize=640%2C262&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-160.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-160.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-160.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-160.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-160.png?w=1899&amp;ssl=1 1899w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-160.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">CORS Warning<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>Click new project, enter the project name, select the connection, enter the Form recognizer endpoint url and pass the API key. Failing to do any of of prerequisite mentioned above will throw an error shown below.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"270\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1775\" data-id=\"1775\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-161.png?resize=640%2C270&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-161.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-161.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-161.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-161.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-161.png?w=1895&amp;ssl=1 1895w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-161.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">New Project<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"359\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1776\" data-id=\"1776\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-163.png?resize=640%2C359&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-163.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-163.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-163.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-163.png?w=1437&amp;ssl=1 1437w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-163.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Form Recognizer Endpoint details<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"271\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1777\" data-id=\"1777\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-164.png?resize=640%2C271&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-164.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-164.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-164.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-164.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-164.png?w=1881&amp;ssl=1 1881w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-164.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">CORS config issue<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>Once the project is created it will load all the documents uploaded in the container.<\/li><li>Next we need to create tags in which we can map fields that should be captured from the pdf. To capture the table data a table tag is available and two types are available, based on the documents we can map the fields. <\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"271\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1778\" data-id=\"1778\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-170.png?resize=640%2C271&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-170.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-170.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-170.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-170.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-170.png?w=1905&amp;ssl=1 1905w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-170.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Create Tags<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"269\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1779\" data-id=\"1779\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-169.png?resize=640%2C269&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-169.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-169.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-169.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-169.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-169.png?w=1909&amp;ssl=1 1909w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-169.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Create Table Tag<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>We need to draw the area which needs to be captured and that should be mapped to the tags.<\/li><li>Once the tagging is completed for all the documents, Run the layout on all the documents.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"271\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1781\" data-id=\"1781\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-172.png?resize=640%2C271&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-172.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-172.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-172.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-172.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-172.png?w=1911&amp;ssl=1 1911w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-172.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Map the Tags<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"272\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1780\" data-id=\"1780\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-171.png?resize=640%2C272&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-171.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-171.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-171.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-171.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-171.png?w=1909&amp;ssl=1 1909w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-171.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Map the table fields<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"271\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1782\" data-id=\"1782\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-173.png?resize=640%2C271&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-173.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-173.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-173.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-173.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-173.png?w=1909&amp;ssl=1 1909w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-173.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Run the Layout<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>Next step is to train the model, Enter the model name and start training after few minutes it will show the results with accuracy. If the result is not up to the mark we can go back and improve the accuracy.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"272\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1783\" data-id=\"1783\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-174.png?resize=640%2C272&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-174.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-174.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-174.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-174.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-174.png?w=1907&amp;ssl=1 1907w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-174.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Train the model<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"271\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1784\" data-id=\"1784\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?resize=640%2C271&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?w=1913&amp;ssl=1 1913w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Model Results<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n   \"modelInfo\":{\n      \"modelId\":\"f3e789be-fb16-459c-bd4f-9e06ca2af1ff\",\n      \"modelName\":\"365OCRModel\",\n      \"attributes\":{\n         \"isComposed\":false\n      },\n      \"status\":\"ready\",\n      \"createdDateTime\":\"2021-11-24T16:25:04Z\",\n      \"lastUpdatedDateTime\":\"2021-11-24T16:25:06Z\"\n   },\n   \"trainResult\":{\n      \"averageModelAccuracy\":0.986,\n      \"trainingDocuments\":&#91;\n         {\n            \"documentName\":\"Adatum 1.pdf\",\n            \"pages\":1,\n            \"status\":\"succeeded\"\n         },\n         {\n            \"documentName\":\"Adatum 2.pdf\",\n            \"pages\":1,\n            \"status\":\"succeeded\"\n         },\n         {\n            \"documentName\":\"Adatum 3.pdf\",\n            \"pages\":1,\n            \"status\":\"succeeded\"\n         },\n         {\n            \"documentName\":\"Adatum 4.pdf\",\n            \"pages\":1,\n            \"status\":\"succeeded\"\n         },\n         {\n            \"documentName\":\"Adatum 5.pdf\",\n            \"pages\":1,\n            \"status\":\"succeeded\"\n         }\n      ],\n      \"fields\":&#91;\n         {\n            \"fieldName\":\"Address1\",\n            \"accuracy\":0.995\n         },\n         {\n            \"fieldName\":\"Address2\",\n            \"accuracy\":0.995\n         },\n         {\n            \"fieldName\":\"CompanyName\",\n            \"accuracy\":0.995\n         },\n         {\n            \"fieldName\":\"Date\",\n            \"accuracy\":0.995\n         },\n         {\n            \"fieldName\":\"Email\",\n            \"accuracy\":0.995\n         },\n         {\n            \"fieldName\":\"InvoiceNo\",\n            \"accuracy\":0.995\n         },\n         {\n            \"fieldName\":\"Table\",\n            \"accuracy\":0.9\n         },\n         {\n            \"fieldName\":\"Table: Description\",\n            \"accuracy\":0.867\n         },\n         {\n            \"fieldName\":\"Table: Line\",\n            \"accuracy\":0.867\n         },\n         {\n            \"fieldName\":\"Table: Quantity\",\n            \"accuracy\":0.995\n         },\n         {\n            \"fieldName\":\"Table: Unit\",\n            \"accuracy\":0.867\n         }\n      ],\n      \"errors\":&#91;\n         \n      ]\n   }\n}<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\"><li>Last step is to test the model, Upload the pdf and run the analysis. As you can see the Model ID there, It will be used in the Http request.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"259\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1785\" data-id=\"1785\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-177.png?resize=640%2C259&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-177.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-177.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-177.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-177.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-177.png?w=1915&amp;ssl=1 1915w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-177.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Upload the PDF<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"263\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1786\" data-id=\"1786\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-178.png?resize=640%2C263&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-178.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-178.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-178.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-178.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-178.png?w=1911&amp;ssl=1 1911w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-178.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Captured Results<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"265\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1787\" data-id=\"1787\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-179.png?resize=640%2C265&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-179.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-179.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-179.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-179.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-179.png?w=1911&amp;ssl=1 1911w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-179.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Captured Table data<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<p>The hard part is done, This whole configuration thing seems laggy some times need to do some repetitive actions through out the process. These sample docs are in the same format so it was easy to tag and get the accuracy as expected.<\/p>\n\n\n\n<p>But in reality, from our experience the original pdf documents which we get from the business will not be the same. We may get scanned documents, there might be some disturbances in the document, pdf quality will be very low. So training the model for such scenarios will take more time and an accuracy of a minimum of 70 is mandatory.<\/p>\n\n\n\n<p>This is some extra stuff <strong>not related to the current flow<\/strong>, we have mentioned some prebuilt models where we can see the results instantly without training. <\/p>\n\n\n\n<p>Need to pass the form recognizer endpoint URL, secret key and after uploading the file we can see the results it will automatically map the label and value based on the Form type we have selected.<\/p>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"263\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1797\" data-id=\"1797\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-180-1024x420.png?resize=640%2C263&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-180.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-180.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-180.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-180.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-180.png?w=1917&amp;ssl=1 1917w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-180.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"254\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1798\" data-id=\"1798\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-181-1024x406.png?resize=640%2C254&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-181.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-181.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-181.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-181.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-181.png?w=1915&amp;ssl=1 1915w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-181.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"261\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1799\" data-id=\"1799\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-182-1024x418.png?resize=640%2C261&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-182.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-182.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-182.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-182.png?w=1536&amp;ssl=1 1536w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-182.png?w=1907&amp;ssl=1 1907w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-182.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Capturing the results<\/h3>\n\n\n\n<p>Here comes our favorite part, We are going to use Power Automate to get the results from this model.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>For this example we have used manual trigger flow to upload the documents, But in real time based on the requirements you can set the trigger.<\/li><li>&#8220;HTTP Request&#8221; action should be added and method should be Post because we are passing the document to get the results. If the request worked it will return the status as 200 and a URL, where we can get the results. The secret key should be passed from the Form Recognizer.<\/li><li>Delay should added for a minute, The model will take some time to give the result.<\/li><\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>\/\/URL Split up<\/strong>\nhttps:\/\/&lt;Endpoint&gt;\/formrecognizer\/v2.1\/custom\/models\/&lt;model ID&gt;\/analyze\n\nhttps:&#47;&#47;365formrec.cognitiveservices.azure.com\/formrecognizer\/v2.1\/custom\/models\/f3e789be-fb16-459c-bd4f-9e06ca2af1ff\/analyze?includeTextDetails=True\n\n<strong>\/\/Output URL from Post request<\/strong>\nOutput URL : @{outputs('Pass_PDF')&#91;'headers']?&#91;'Operation-Location']}<\/code><\/pre>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"372\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1788\" data-id=\"1788\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-183.png?resize=640%2C372&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-183.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-183.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-183.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-183.png?w=1221&amp;ssl=1 1221w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Post Request to Form Recognizer<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"369\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1789\" data-id=\"1789\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-184.png?resize=640%2C369&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-184.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-184.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-184.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-184.png?w=1217&amp;ssl=1 1217w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Results URL<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>Next step we need to use a &#8220;HTTP Request&#8221; to get the results. The secret key should be passed from the Form Recognizer.<\/li><li>We have to parse the JSON from the results which we got from the Get &#8220;HTTP Request&#8221;.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"366\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1790\" data-id=\"1790\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-185.png?resize=640%2C366&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-185.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-185.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-185.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-185.png?w=1231&amp;ssl=1 1231w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Get Request to Form Recognizer<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"368\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1791\" data-id=\"1791\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-186.png?resize=640%2C368&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-186.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-186.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-186.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-186.png?w=1225&amp;ssl=1 1225w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Parse JSON<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>Next we need to use the &#8220;Create CSV&#8221; action for the form fields and another &#8220;Create CSV&#8221; action for table fields, then both the outputs should be merged in the compose action.<\/li><\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>\/\/Form fields<\/strong>\nConstruct Record: body('Parse_JSON')?&#91;'analyzeResult']?&#91;'documentResults']\nItem: item()?&#91;'fields']?&#91;'InvoiceNo']?&#91;'text']\n\n\n<strong>\/\/Table fields<\/strong>\nConstruct Table: body('Parse_JSON')?&#91;'analyzeResult']?&#91;'documentResults']?&#91;0]?&#91;'fields']?&#91;'Table']?&#91;'valueArray']\nitem: item()?&#91;'valueObject']?&#91;'Quantity']?&#91;'text']<\/code><\/pre>\n\n\n\n<div class=\"wp-block-jetpack-slideshow aligncenter\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"364\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1792\" data-id=\"1792\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-187.png?resize=640%2C364&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-187.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-187.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-187.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-187.png?w=1241&amp;ssl=1 1241w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Map the form fields<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"362\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-1793\" data-id=\"1793\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-188.png?resize=640%2C362&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-188.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-188.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-188.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-188.png?w=1239&amp;ssl=1 1239w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Map the table fields<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\"><li>Then the output shoud be passed to Create file action either from onedrive or SharePoint or it can be directly sent to email address or it can be written to SharePoint list or Dataverse table.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"363\" data-attachment-id=\"1794\" data-permalink=\"https:\/\/365stack.in\/index.php\/2022\/04\/08\/how-to-read-pdf-files-using-azure-form-recognizer\/screenshot-189\/\" data-orig-file=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189.png?fit=1239%2C703&amp;ssl=1?v=1638037128\" data-orig-size=\"1239,703\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screenshot-189\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189.png?fit=300%2C170&amp;ssl=1?v=1638037128\" data-large-file=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189.png?fit=640%2C363&amp;ssl=1?v=1638037128\" src=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189-1024x581.png?resize=640%2C363&#038;ssl=1\" alt=\"\" class=\"wp-image-1794\" srcset=\"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189.png?w=300&amp;ssl=1 300w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189.png?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-189.png?w=1239&amp;ssl=1 1239w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><figcaption>Merge CSV and Create a file<\/figcaption><\/figure><\/div>\n\n\n\n<p>There is heavy usage of JSON manipulation using the expressions, we will create a separate post to work on the expressions.<\/p>\n\n\n\n<p>There is still more, we have done the same thing using Automation Anywhere and integrated it with Power Platform and it will be posted in the near future.<\/p>\n\n\n\n<p>Please post your queries in the comment section. Happy Building \ud83d\ude42<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is a continuation post, already we have shown how to read using AI builder. AI builder is also built on top of Azure OCR. There are some prerequisites to be done before using the Azure services. Azure works on pay as you go subscription model. If a user creates a new account, for 12 months they are offering a [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1784,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","footnotes":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[55,8,32],"tags":[68,67,61,69,46,33,10],"class_list":["post-1629","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-azure","category-power-automate","category-power-platform","tag-ai-builder","tag-azure","tag-csv","tag-form-recognizer","tag-microsoft-365","tag-power-platform","tag-powerautomate"],"jetpack_publicize_connections":[],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/11\/Screenshot-176.png?fit=1913%2C809&ssl=1?v=1638034128","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"jetpack-related-posts":[{"id":1472,"url":"https:\/\/365stack.in\/index.php\/2021\/09\/21\/read-pdf-files-using-ai-builder\/","url_meta":{"origin":1629,"position":0},"title":"How to read PDF files using AI Builder","author":"Hemanthkumar Rajan","date":"September 21, 2021","format":false,"excerpt":"Reading from PDF files is a common requirement in business applications. For eg: Reading the Invoice report from the sales team. Currently, even though the process is digitalized but the data collected from the user as receipt or feedback is in paper format it should be entered manually in the\u2026","rel":"","context":"In &quot;Power Platform&quot;","block_context":{"text":"Power Platform","link":"https:\/\/365stack.in\/index.php\/category\/power-platform\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/09\/Screenshot-32-1.png?fit=1200%2C443&ssl=1%3Fv%3D1632209476&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":1432,"url":"https:\/\/365stack.in\/index.php\/2021\/09\/13\/a-complete-guide-to-power-platform-pricing\/","url_meta":{"origin":1629,"position":1},"title":"A Complete Guide to Power Platform Pricing","author":"Hemanthkumar Rajan","date":"September 13, 2021","format":false,"excerpt":"Power Platform is a great platform to automate a business process within the organization, it offers a plethora of features that can be leveraged to minimize the development cycle. Power Platform software is extended from Azure features and services. For Eg: Dataverse manages to store data with the help of\u2026","rel":"","context":"In &quot;Power Platform&quot;","block_context":{"text":"Power Platform","link":"https:\/\/365stack.in\/index.php\/category\/power-platform\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/09\/Power-Apps-Pricing-1024x505-1.jpg?fit=1024%2C505&ssl=1%3Fv%3D1631557375&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":1937,"url":"https:\/\/365stack.in\/index.php\/2022\/07\/01\/how-to-integrate-automation-anywhere-iq-bot-with-power-platform\/","url_meta":{"origin":1629,"position":2},"title":"How to integrate Automation Anywhere IQ Bot with Power Platform","author":"Hemanthkumar Rajan","date":"July 1, 2022","format":false,"excerpt":"This is a continuation of the OCR series, previously we showed how to extract data from PDF using Power Platform\"AI Builder\" and Azure \"Form Recognizer\". In this post, we will see how to extract data using IQ Bot. Automation Anywhere is one of the leading RPA tools, In Power Platform\u2026","rel":"","context":"In &quot;Power Automate&quot;","block_context":{"text":"Power Automate","link":"https:\/\/365stack.in\/index.php\/category\/power-platform\/power-automate\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/12\/Screenshot-380.png?fit=1051%2C631&ssl=1%3Fv%3D1639057573&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":2498,"url":"https:\/\/365stack.in\/index.php\/2023\/11\/24\/notify-applications-certificates-secrets-power-automate\/","url_meta":{"origin":1629,"position":3},"title":"Notify Application&#8217;s Certificates &#038; secrets &#8211; Power Automate","author":"Kanagaraj Neelamegan","date":"November 24, 2023","format":false,"excerpt":"Notify in teams\/outlook about Application's Certificates & secrets using Power Automate. Initialized variable of array type to store application data. Add list applications and owners action from Azure AD app registration connector. Loop each value listed down from the list applications and owner action. Here the value is referred from\u2026","rel":"","context":"In &quot;Azure&quot;","block_context":{"text":"Azure","link":"https:\/\/365stack.in\/index.php\/category\/azure\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2023\/11\/image-14.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":1973,"url":"https:\/\/365stack.in\/index.php\/2022\/06\/24\/http-triggers-in-power-automate-explained\/","url_meta":{"origin":1629,"position":4},"title":"HTTP triggers in Power Automate explained","author":"Hemanthkumar Rajan","date":"June 24, 2022","format":false,"excerpt":"Power Automate flows can be triggered with HTTP triggers and it will be useful in many scenarios. There are HTTP actions available inside a flow that can be used to get or post data to an external system, In the Azure Form recognizer example, we have used HTTP get request.\u2026","rel":"","context":"In &quot;Power Automate&quot;","block_context":{"text":"Power Automate","link":"https:\/\/365stack.in\/index.php\/category\/power-platform\/power-automate\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/12\/Screenshot-612-1.png?fit=1200%2C550&ssl=1%3Fv%3D1640102154&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":1204,"url":"https:\/\/365stack.in\/index.php\/2021\/06\/14\/a-complete-guide-for-migration-to-power-platform-know-your-tool\/","url_meta":{"origin":1629,"position":5},"title":"A Complete Guide for Migration to Power Platform: Know your tool","author":"Hemanthkumar Rajan","date":"June 14, 2021","format":false,"excerpt":"Power Platform, It is a consolidation of analytics, design, development, automation and bots. It can be connected to Office 365, Azure, Dynamics 365 and hundreds of other apps to build end-to-end business solutions.","rel":"","context":"In &quot;Power Platform&quot;","block_context":{"text":"Power Platform","link":"https:\/\/365stack.in\/index.php\/category\/power-platform\/"},"img":{"alt_text":"Power Platform","src":"https:\/\/i0.wp.com\/365stack.in\/wp-content\/uploads\/2021\/06\/powerplatformimage-e1623694447483.png?fit=433%2C260&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/posts\/1629","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/comments?post=1629"}],"version-history":[{"count":5,"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/posts\/1629\/revisions"}],"predecessor-version":[{"id":2445,"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/posts\/1629\/revisions\/2445"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/media\/1784"}],"wp:attachment":[{"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/media?parent=1629"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/categories?post=1629"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/365stack.in\/index.php\/wp-json\/wp\/v2\/tags?post=1629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}