{"id":2907,"date":"2025-04-08T15:59:59","date_gmt":"2025-04-08T14:59:59","guid":{"rendered":"https:\/\/france.magicsoftware.com\/blog\/?p=2907"},"modified":"2026-01-16T09:13:56","modified_gmt":"2026-01-16T08:13:56","slug":"mistral-ai-document-understanding-magic-xpi","status":"publish","type":"post","link":"https:\/\/france.magicsoftware.com\/blog\/magic-xpi\/mistral-ai-document-understanding-magic-xpi\/","title":{"rendered":"Mistral Document AI Understanding &amp; OCR &#8211; Magic xpi"},"content":{"rendered":"\n<p class=\"has-medium-font-size\"><strong>Goal<\/strong> 1 : Use Mistral AI Document Understanding and OCR REST API with your Magic xpi Platform<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Goal 2<\/strong> : Enable flexible, full document lifecycle workflows, and make your archives instantly accessible.<\/p>\n\n\n\n<p><strong>Prerequisites <\/strong>: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mistral AI API Key<\/li>\n\n\n\n<li>Poppler utility installed (https:\/\/poppler.freedesktop.org\/)<\/li>\n<\/ul>\n\n\n\n<p>1\/ Transform your document (Invoice PDF file or any kind of document) to PNG image.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Assume that you have this invoice below in PDF format (<em>testfact.pdf<\/em>) and want to extract information from it in json format<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"713\" height=\"890\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG2.png\" alt=\"\" class=\"wp-image-2922\" style=\"width:377px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG2.png 713w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG2-240x300.png 240w\" sizes=\"auto, (max-width: 713px) 100vw, 713px\" \/><\/figure>\n\n\n\n<p>Use poppler utility in a command line in the first Magic xpi step to convert your pdf to png file. (use FileManagement connector)<\/p>\n\n\n\n<p>Define 2 Environment variables :<\/p>\n\n\n\n<p><em>cmd_processor<\/em> : *C:\\windows\\system32\\cmd<\/p>\n\n\n\n<p><em>Poppler_Bin_Path<\/em> : C:\\poppler-24.08.0\\Library\\bin\\<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"725\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG3-1-1024x725.png\" alt=\"\" class=\"wp-image-2928\" style=\"width:732px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG3-1-1024x725.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG3-1-300x212.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG3-1-768x544.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG3-1.png 1268w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>2\/ Upload your image file using the Mistal IA REST API (https:\/\/api.mistral.ai\/v1\/files)<\/p>\n\n\n\n<p>You can create your API KEY on your Mistral console (<a href=\"https:\/\/console.mistral.ai\/api-keys\">La Plateforme &#8211; Mistral AI<\/a>) like below<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"381\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG14-1024x381.png\" alt=\"\" class=\"wp-image-2965\" style=\"width:783px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG14-1024x381.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG14-300x112.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG14-768x286.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG14-1536x572.png 1536w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG14.png 1599w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Define your Mistral AI REST Client resource with your Authorization header (API KEY) and 3 paths<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"490\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG13-1024x490.png\" alt=\"\" class=\"wp-image-2949\" style=\"width:823px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG13-1024x490.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG13-300x143.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG13-768x367.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG13-1536x734.png 1536w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG13.png 1663w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Add 2 parameters (purpose, file) to Request (\/v1\/files)<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"192\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG16-1024x192.png\" alt=\"\" class=\"wp-image-2975\" style=\"width:861px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG16-1024x192.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG16-300x56.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG16-768x144.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG16.png 1105w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\/Configure your REST Client connector like below<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG4-1024x681.png\" alt=\"\" class=\"wp-image-2929\" style=\"width:780px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG4-1024x681.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG4-300x199.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG4-768x511.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG4.png 1235w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Retrieve the Uploaded Id File from the DataMapper using JSON Source in a Flow variable (F.FileId)<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"217\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG5-1024x217.png\" alt=\"\" class=\"wp-image-2931\" style=\"width:938px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG5-1024x217.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG5-300x63.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG5-768x162.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG5-1536x325.png 1536w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG5.png 1645w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>3\/ Retrieve your uploaded Image URL by passing the id (https:\/\/api.mistral.ai\/v1\/files\/:file_id\/url) <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"844\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG6-1024x844.png\" alt=\"\" class=\"wp-image-2933\" style=\"width:619px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG6-1024x844.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG6-300x247.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG6-768x633.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG6.png 1036w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Click OK and pass your F.FileId in the mapper<\/p>\n\n\n\n<p>Retrieve the URL from the JSON URL with a Datamapper<\/p>\n\n\n\n<p>4\/ Populate the prompt body and post it to the URL : https:\/\/api.mistral.ai\/v1\/chat\/completions<\/p>\n\n\n\n<p>Build your prompt JSON Body using Magic xpi Template (use the &lt;!$MG_xxx&gt; Tags in the template file) or a JSON schema<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"728\" height=\"493\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG7.png\" alt=\"\" class=\"wp-image-2937\" style=\"width:440px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG7.png 728w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG7-300x203.png 300w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/figure>\n\n\n\n<p><strong>Important<\/strong> : to get a generic JSON response, you can use the tag <strong>response_format<\/strong> with type : <strong>json_schema<\/strong><\/p>\n\n\n\n<p>than you need to define the json schema that you want inside this tag<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"559\" height=\"320\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG17.png\" alt=\"\" class=\"wp-image-3005\" style=\"width:310px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG17.png 559w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG17-300x172.png 300w\" sizes=\"auto, (max-width: 559px) 100vw, 559px\" \/><\/figure>\n\n\n\n<p>Use the Datamapper to populate the template tags with values or your json file<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"388\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG8-1024x388.png\" alt=\"\" class=\"wp-image-2938\" style=\"width:716px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG8-1024x388.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG8-300x114.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG8-768x291.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG8.png 1076w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"542\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG18-1024x542.png\" alt=\"\" class=\"wp-image-3015\" style=\"width:593px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG18-1024x542.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG18-300x159.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG18-768x407.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG18.png 1035w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>The text prompt could be like below ( we use the model (<strong>mistral-small-latest<\/strong>) with <strong>Mistral Vision capabilities<\/strong>)<\/p>\n\n\n\n<p>&lsquo;<em>From this json, extract the Date, Address To, Ship To and Model name and color and associated product code, unitprice and total price and return it as a string in a Json object<\/em>&lsquo;<\/p>\n\n\n\n<p>Your prompt Body should be like below<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"764\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG9-1024x764.png\" alt=\"\" class=\"wp-image-2940\" style=\"width:842px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG9-1024x764.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG9-300x224.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG9-768x573.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG9.png 1238w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>(*) if your first step is generating several png files, you need to iterate on the \u00ab\u00a0image_url\u00a0\u00bb node. <\/p>\n\n\n\n<p>In this case, you have use the &lt;!$MGREPEAT&gt;and &lt;!$MGENDREPEAT&gt;tags or Multiple JSON node<\/p>\n\n\n\n<p>(**) you can add a role \u00ab\u00a0system\u00a0\u00bb node with any content to enrich your prompt with the user text<\/p>\n\n\n\n<p>(***) you can change the <strong>response_format<\/strong> type to <strong>json_schema<\/strong> and add inside this tag, your generic json schema<\/p>\n\n\n\n<p>5\/ Extract the JSON Content part from the result and parse it to send data to any backend system <\/p>\n\n\n\n<p>You can use Strtoken function to extract the Content part : (StrToken (StrToken (C.UserBlob,2,'\u00a0\u00bbcontent\u00a0\u00bb:\u00a0\u00bb&lsquo;),1,'\u00a0\u00bb},\u00a0\u00bbfinish_reason\u00a0\u00bb:\u00a0\u00bbstop\u00a0\u00bb}]&rsquo;))<\/p>\n\n\n\n<p>And then replace the \\n with empty space and \\\u00a0\u00bb with \u00a0\u00bb  (RepStr (RepStr (C.UserBlob,&rsquo;\\n&rsquo;,\u00a0\u00bb),&rsquo;\\\u00a0\u00bb&lsquo;,'\u00a0\u00bb&lsquo;))<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"804\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG10-1024x804.png\" alt=\"\" class=\"wp-image-2942\" style=\"width:737px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG10-1024x804.png 1024w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG10-300x236.png 300w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG10-768x603.png 768w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG10.png 1061w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"559\" height=\"856\" src=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG11.png\" alt=\"\" class=\"wp-image-2944\" style=\"width:364px;height:auto\" srcset=\"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG11.png 559w, https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG11-196x300.png 196w\" sizes=\"auto, (max-width: 559px) 100vw, 559px\" \/><\/figure>\n\n\n\n<p>(*) <a href=\"https:\/\/docs.mistral.ai\/capabilities\/reasoning\">OCR and Document Understanding | Mistral AI Large Language Models<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Goal 1 : Use Mistral AI Document Understanding and OCR REST API with your Magic xpi Platform Goal 2 : Enable flexible, full document lifecycle workflows, and make your archives instantly accessible. Prerequisites : 1\/ Transform your document (Invoice PDF file or any kind of document) to PNG image. Assume that you have this invoice [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2909,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[76,4,80],"tags":[79,14],"class_list":["post-2907","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-magic-xpi","category-mistral-ai","tag-ai","tag-magic-xpi"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/france.magicsoftware.com\/blog\/wp-content\/uploads\/2025\/04\/MAI_MG1.png","_links":{"self":[{"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/posts\/2907","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/comments?post=2907"}],"version-history":[{"count":66,"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/posts\/2907\/revisions"}],"predecessor-version":[{"id":3424,"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/posts\/2907\/revisions\/3424"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/media\/2909"}],"wp:attachment":[{"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/media?parent=2907"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/categories?post=2907"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/france.magicsoftware.com\/blog\/wp-json\/wp\/v2\/tags?post=2907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}