{"id":83,"date":"2020-08-17T07:54:30","date_gmt":"2020-08-17T07:54:30","guid":{"rendered":"https:\/\/machine-learning.webcloning.com\/2020\/08\/17\/release-notes-indico-ipa-v4-0\/"},"modified":"2020-08-17T07:54:30","modified_gmt":"2020-08-17T07:54:30","slug":"release-notes-indico-ipa-v4-0","status":"publish","type":"post","link":"https:\/\/salarydistribution.com\/machine-learning\/2020\/08\/17\/release-notes-indico-ipa-v4-0\/","title":{"rendered":"Release Notes \u2013 Indico IPA v4.0"},"content":{"rendered":"<div readability=\"39.781648037432\">\n<div class=\"feature-image\">\n<p><img decoding=\"async\" loading=\"lazy\" width=\"1200\" height=\"600\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/release-notes-blog.png\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/release-notes-blog.png 1200w, https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/release-notes-blog-300x150.png 300w, https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/release-notes-blog-1024x512.png 1024w, https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/release-notes-blog-768x384.png 768w, https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/release-notes-blog-350x175.png 350w\" sizes=\"(max-width: 1200px) 100vw, 1200px\">\n<\/div>\n<p>Thank you for being a valued Indico user! We\u2019re constantly making updates to our app and APIs, working on new features, and garnering feedback to be best in class for intelligent process automation.\u00a0 Have ideas on how to make our product even better \u2013 please let us know <a href=\"https:\/\/www.indico.io\/contact\">here<\/a>!<\/p>\n<p><strong>Innovations and Updates in v4.0 (our biggest release to date! ?):<\/strong><\/p>\n<ul>\n<li>\n<img decoding=\"async\" class=\"wp-image-8606\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/labell-new.svg\" alt=\"\"> \u00a0\u00a0<strong>Review<\/strong><\/p>\n<ul>\n<li>Our <span>BRAND NEW<\/span> module in the application introduces human-in-the-loop functionality to Indico IPA.<\/li>\n<li>Easy to use exception handling queues that allow subject matter experts to accept predictions and do any character corrections within the Review Queue, and allowing process owners to remediate on documents that require further triaging before reaching the downstream systems;.Same intuitive interface (with some changes!) as On Document Labeling to capture new labels and accept model predictions within the context of your original document.\n<ul>\n<li>Now you can see the extracted text on the left hand rail for comparison to on document text<\/li>\n<li>All prediction key colors appear as pills on the thumbnail preview images to make navigation even quicker<\/li>\n<li>Ability to clarify if there is no value for the label on a particular document and handy green checks to show when a document has been completely reviewed<\/li>\n<\/ul>\n<\/li>\n<li>Easily toggled on for a production workflow on the Workflow list page in the Datasets module.<\/li>\n<li>To find out about Review and other new features in v4.0 you can view our recent webinar <a href=\"https:\/\/youtu.be\/5YJfFPHUqkM\">here<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<figure class=\"wp-block-video\"><video controls loop muted src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/Screen-Recording-2020-07-29-at-8.50.32-AM.mov\" playsinline><\/video><figcaption>A quick walkthrough of Review, including viewing and accepting predictions, editing extractions, augmenting labels and more.<\/figcaption><\/figure>\n<ul>\n<li>\n<img decoding=\"async\" class=\"wp-image-8615\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/label-improvement.svg\" alt=\"\"> \u00a0<strong>Workflow Support<\/strong><\/p>\n<ul>\n<li>Workflows now support branching and filtering which means that more complex workflows can be validated using our visualization tool, as well as receiving sample output from Try It Out for Workflows.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/Screen-Shot-2020-07-28-at-8.24.38-PM-1024x707.png\" alt=\"\" class=\"wp-image-9254\" srcset=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/Screen-Shot-2020-07-28-at-8.24.38-PM-1024x707.png 1024w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/Screen-Shot-2020-07-28-at-8.24.38-PM-300x207.png 300w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/Screen-Shot-2020-07-28-at-8.24.38-PM-768x531.png 768w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/Screen-Shot-2020-07-28-at-8.24.38-PM-350x242.png 350w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/Screen-Shot-2020-07-28-at-8.24.38-PM.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><figcaption>This available in the Datasets module, in the Workflows tab.<\/figcaption><\/figure>\n<ul>\n<li>\u00a0\u00a0<img decoding=\"async\" class=\"wp-image-8615\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/label-improvement.svg\" alt=\"\"> \u00a0<strong>\u00a0Export from Explain<\/strong>\n<ul>\n<li>Export your dataset data and predictions from Explain as a CSV<\/li>\n<li>Export from Explain makes it easier to view your information in one place and to audit model performance by seeing all of your data and predictions in a single CSV.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/generate-export-highlight-1024x611.jpg\" alt=\"\" class=\"wp-image-9256\" srcset=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/generate-export-highlight-1024x611.jpg 1024w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/generate-export-highlight-300x179.jpg 300w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/generate-export-highlight-768x458.jpg 768w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/generate-export-highlight-350x209.jpg 350w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/generate-export-highlight.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><figcaption>In the Explain module, select \u201cGenerate Export\u201d.<\/figcaption><\/figure>\n<ul>\n<li>\n<img decoding=\"async\" class=\"wp-image-8614\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/label-update.svg\" alt=\"\">\u00a0\u00a0<strong>Try It Out for Workflows now JSON<\/strong><\/p>\n<ul>\n<li>A common request we have is to view the out of an Indico workflow, and now, when using Try It Out for Workflows to receive an output on a document the Workflow has not seen before, the output will be JSON.<\/li>\n<\/ul>\n<\/li>\n<li>\n<img decoding=\"async\" class=\"wp-image-8606\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/labell-new.svg\" alt=\"\"><strong>Text or On Document Labeling Setting in Teach<\/strong><\/p>\n<ul>\n<li>There is now a toggle to switch between our raw text view or on document labeling while setting up a Teach Task.<\/li>\n<li>We\u2019ve recently released On Document labeling, but understand that some use cases may be better labeled on raw text.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-1-highlight-1024x611.jpg\" alt=\"\" class=\"wp-image-9258\" srcset=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-1-highlight-1024x611.jpg 1024w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-1-highlight-300x179.jpg 300w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-1-highlight-768x458.jpg 768w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-1-highlight-350x209.jpg 350w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-1-highlight.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n<ul>\n<li>\u00a0<img decoding=\"async\" class=\"wp-image-8606\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/04\/labell-new.svg\" alt=\"\">\u00a0\u00a0<strong>Model Options in Teach<\/strong>\n<ul>\n<li>Some models work best when predicting based on text, some other models work best when predicting based on document structure, and now there is an option in Teach to select between the two.<\/li>\n<li>This is best used as an advanced option \u2013 with great power comes great responsibility \u2013 if you have any questions on what use cases may best fit a document representation model please reach out to us.<\/li>\n<li>Indico Transfer Learning is at the core of our platform, and we\u2019re constantly working on how to support use cases to the maximum level of accuracy and efficiency.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-2-highlight-1-1024x611.jpg\" alt=\"\" class=\"wp-image-9259\" srcset=\"https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-2-highlight-1-1024x611.jpg 1024w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-2-highlight-1-300x179.jpg 300w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-2-highlight-1-768x458.jpg 768w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-2-highlight-1-350x209.jpg 350w, https:\/\/indico.io\/wp-content\/uploads\/2020\/07\/create-teach-task-setting-2-highlight-1.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n<h2>Future Releases<\/h2>\n<p><strong>Summer\/Fall 2020<\/strong><\/p>\n<ul>\n<li>SSO Integration<\/li>\n<li>Session management configurations<\/li>\n<li>New Workflow Builder\n<ul>\n<li>Create your workflow on our visualization tool<\/li>\n<li>New model setup flows, and even more clarity on all the touch points of documents through an Indico Workflow<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Late 2020<\/strong> <strong>and Beyond<\/strong><\/p>\n<ul>\n<li>Analytics Dashboard\n<ul>\n<li>Dynamic analytics for understand all facets of an automated process, it\u2019s workflow, and user contributions<\/li>\n<\/ul>\n<\/li>\n<li>Watch Folders\n<ul>\n<li>Automate dataset upload through our watch folders by processing documents as they become available<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Keep up to date on our latest happenings on our <a href=\"https:\/\/indico.io\/blog\">blog<\/a> and our latest releases on our <a href=\"https:\/\/indico.io\/docs\">docs page<\/a>!<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/indico.io\/blog\/release-notes-indico-ipa-v4-0\/<\/p>\n","protected":false},"author":1,"featured_media":84,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[],"_links":{"self":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/posts\/83"}],"collection":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/comments?post=83"}],"version-history":[{"count":0,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/posts\/83\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/media\/84"}],"wp:attachment":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/media?parent=83"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/categories?post=83"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/tags?post=83"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}