{"id":3759,"date":"2023-11-28T14:16:27","date_gmt":"2023-11-28T13:16:27","guid":{"rendered":"https:\/\/kairntech.com\/doc\/?page_id=3759"},"modified":"2024-10-09T09:48:36","modified_gmt":"2024-10-09T07:48:36","slug":"project-templates","status":"publish","type":"page","link":"https:\/\/kairntech.com\/doc\/project-templates\/","title":{"rendered":"Project templates"},"content":{"rendered":"\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>You can download some <a href=\"https:\/\/kdrive.infomaniak.com\/app\/share\/500058\/871df35f-228a-4b4c-b9f2-fc4bf8590d7e\" data-type=\"link\" data-id=\"https:\/\/kdrive.infomaniak.com\/app\/share\/500058\/871df35f-228a-4b4c-b9f2-fc4bf8590d7e\">project templates<\/a> (project archive file .spa) to simplify the creation and configuration of your project. Once you&#8217;ve imported the project template, all you need to do is import your own documents:<\/p>\n\n\n\n<p>How to proceed?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#question-answering\" data-type=\"internal\" data-id=\"#question-answering\">Question-answering<\/a> project<\/li>\n\n\n\n<li><a href=\"#text-summarization\" data-type=\"internal\" data-id=\"#text-summarization\">Text summarization<\/a> project<\/li>\n\n\n\n<li>Entity detection project<\/li>\n\n\n\n<li>Text classifcation project<\/li>\n<\/ul>\n\n\n<style>.wp-block-kadence-spacer.kt-block-spacer-3759_0ddc71-01 .kt-block-spacer{height:60px;}.wp-block-kadence-spacer.kt-block-spacer-3759_0ddc71-01 .kt-divider{border-top-width:1px;height:1px;border-top-color:#eee;width:80%;border-top-style:solid;}<\/style>\n<div class=\"wp-block-kadence-spacer aligncenter kt-block-spacer-3759_0ddc71-01\"><div class=\"kt-block-spacer kt-block-spacer-halign-center\"><hr class=\"kt-divider\"\/><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"question-answering\">Question answering<\/h2>\n\n\n\n<p>A question-answering project template contains:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A set of pre-configured vectorizers (sentence transformer embedding models) for semantic search (language-dependent)<\/li>\n\n\n\n<li>A set of pre-configured Large Language Models (LLMs) to generate the response (GPT3.5, GPT4, Llama2 70B, Mistral 7B, Mixtral 8*7B&#8230;)<\/li>\n<\/ul>\n\n\n\n<p><strong>How to create your project with this template?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Create a project using &#8220;import project&#8221;.\n<ul class=\"wp-block-list\">\n<li>select the template file (.spa) you have downloaded above<\/li>\n\n\n\n<li>name the new project and create it<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"686\" height=\"582\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/12\/image-1.png\" alt=\"\" class=\"wp-image-3877\" style=\"width:567px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/12\/image-1.png 686w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/12\/image-1-300x255.png 300w\" sizes=\"auto, (max-width: 686px) 100vw, 686px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Open your project by clicking on the ticker \/ project title<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"568\" height=\"667\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-26.png\" alt=\"\" class=\"wp-image-3775\" style=\"aspect-ratio:0.8515742128935532;width:358px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-26.png 568w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-26-255x300.png 255w\" sizes=\"auto, (max-width: 568px) 100vw, 568px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Import documents<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"790\" height=\"337\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-27.png\" alt=\"\" class=\"wp-image-3776\" style=\"aspect-ratio:2.344213649851632;width:506px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-27.png 790w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-27-300x128.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-27-768x328.png 768w\" sizes=\"auto, (max-width: 790px) 100vw, 790px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>A job is started to import, index and vectorize all documents in your project<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1025\" height=\"549\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-28.png\" alt=\"\" class=\"wp-image-3777\" style=\"aspect-ratio:1.867030965391621;width:596px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-28.png 1025w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-28-300x161.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-28-768x411.png 768w\" sizes=\"auto, (max-width: 1025px) 100vw, 1025px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Go to the Q&amp;A menu and ask question<\/li>\n\n\n\n<li>Experiment different vectorizers for semantic search and LLM to generate answer<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"598\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-30-1024x598.png\" alt=\"\" class=\"wp-image-3788\" style=\"aspect-ratio:1.7123745819397993;width:782px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-30-1024x598.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-30-300x175.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-30-768x448.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-30-1536x897.png 1536w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-30.png 1562w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>For frequently asked questions:\n<ul class=\"wp-block-list\">\n<li>create a JSON file with these questions using Kairntech JSON format (sample <a href=\"https:\/\/kdrive.infomaniak.com\/app\/share\/500058\/8aa70c13-ad26-4f68-b009-8b8a3f523942\" data-type=\"link\" data-id=\"https:\/\/kdrive.infomaniak.com\/app\/share\/500058\/8aa70c13-ad26-4f68-b009-8b8a3f523942\">here<\/a>)<\/li>\n\n\n\n<li>import the question file<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"605\" height=\"435\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-31.png\" alt=\"\" class=\"wp-image-3791\" style=\"aspect-ratio:1.3908045977011494;width:484px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-31.png 605w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-31-300x216.png 300w\" sizes=\"auto, (max-width: 605px) 100vw, 605px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>If you want to modify or create new components, go to the <strong>processing <\/strong>menu<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"875\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-36-1024x875.png\" alt=\"\" class=\"wp-image-3837\" style=\"aspect-ratio:1.1702857142857144;width:710px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-36-1024x875.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-36-300x256.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-36-768x656.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-36.png 1074w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:66px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"text-summarization\">Text summarization<\/h2>\n\n\n\n<p>A Text summarization template contains:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A set of pre-configured Large Language Models (GPT3.5, GPT4, Llama2 70B, Mistral 7B\u2026) to generate Text summarization<\/li>\n<\/ul>\n\n\n\n<p><strong>How to create your project with a template?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Create a project using \u201cimport project\u201d.\n<ul class=\"wp-block-list\">\n<li>select the template file (.spa) you have downloaded above<\/li>\n\n\n\n<li>name the new project and create it<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"587\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/12\/image-2.png\" alt=\"\" class=\"wp-image-3882\" style=\"width:472px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/12\/image-2.png 678w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/12\/image-2-300x260.png 300w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Open your project by clicking on the ticker \/ project title<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"599\" height=\"684\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-33.png\" alt=\"\" class=\"wp-image-3820\" style=\"aspect-ratio:0.8757309941520468;width:554px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-33.png 599w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-33-263x300.png 263w\" sizes=\"auto, (max-width: 599px) 100vw, 599px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Import documents or go directly to the <strong>Annotation test<\/strong> menu<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"508\" height=\"210\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-34.png\" alt=\"\" class=\"wp-image-3821\" style=\"aspect-ratio:2.419047619047619;width:426px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-34.png 508w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-34-300x124.png 300w\" sizes=\"auto, (max-width: 508px) 100vw, 508px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Test the different pre-configured text summarization models in the text page as below:<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"487\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-35-1024x487.png\" alt=\"\" class=\"wp-image-3822\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-35-1024x487.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-35-300x143.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-35-768x365.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-35-1536x730.png 1536w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-35.png 1923w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If you want to modify or create new Text summarizaion models, go to the Processing menu<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-37-1024x701.png\" alt=\"\" class=\"wp-image-3839\" style=\"aspect-ratio:1.4607703281027105;width:716px;height:auto\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-37-1024x701.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-37-300x205.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-37-768x526.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/11\/image-37.png 1335w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>You can download some project templates (project archive file .spa) to simplify the creation and configuration of your project. Once you&#8217;ve imported the project template, all you need to do is import your own documents: How to proceed? Question answering A question-answering project template contains: How to create your project with this template? Text summarization [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3759","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Project templates - Kairntech Documentation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kairntech.com\/doc\/project-templates\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Project templates - Kairntech Documentation\" \/>\n<meta property=\"og:description\" content=\"You can download some project templates (project archive file .spa) to simplify the creation and configuration of your project. Once you&#8217;ve imported the project template, all you need to do is import your own documents: How to proceed? Question answering A question-answering project template contains: How to create your project with this template? 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Once you&#8217;ve imported the project template, all you need to do is import your own documents: How to proceed? Question answering A question-answering project template contains: How to create your project with this template? 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