{"id":3274,"date":"2026-08-10T09:03:29","date_gmt":"2026-08-10T09:03:29","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms-2024-8\/"},"modified":"2026-08-10T09:03:29","modified_gmt":"2026-08-10T09:03:29","slug":"oreilly-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms-2024-8","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms-2024-8\/","title":{"rendered":"Oreilly \u2013 Quick Guide to ChatGPT, Embeddings, and Other Large Language Models (LLMs) 2024-8"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"5:1-5:171\"><span style=\"vertical-align: inherit\">Course Quick Guide to ChatGPT Embeddings and Other Large Language Models (LLMs). This training course provides you with 9 hours of video training to learn how to use and set up Large Language Models (LLM) such as GPT, T5 and BERT in real projects. With a step-by-step approach, this course teaches you how to build and run large language models and uses real-world examples to better understand the concepts. Topics covered in this course, using BERT Siamese architectures, information retrieval system with OpenAI and GPT3 embeddings, as well as building an image description system with vision transformer and GPT-J, are:<\/span><\/p>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-14:0\">\n<li data-sourcepos=\"11:1-11:21\"><span style=\"vertical-align: inherit\">Build recommendation engines<\/span><\/li>\n<li data-sourcepos=\"12:1-12:38\"><span style=\"vertical-align: inherit\">Setting up information recovery systems<\/span><\/li>\n<li data-sourcepos=\"13:1-14:0\"><span style=\"vertical-align: inherit\">Building a captioning system<\/span><\/li>\n<\/ul>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"15:1-15:231\"><span style=\"vertical-align: inherit\">The course also fills a gap in the field by providing clear guidelines and best practices for using large language models and will be a valuable resource for anyone looking to use LLMs in their projects.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"18:1-18:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"20:1-25:0\">\n<li data-sourcepos=\"20:1-20:139\"><span style=\"vertical-align: inherit\">Launching an application using proprietary models, citing an example of a data retrieval system with OpenAI and GPT3 embeds for questions and answers.<\/span><\/li>\n<li data-sourcepos=\"21:1-21:69\"><span style=\"vertical-align: inherit\">Improved GPT3 performance using custom instances via their API.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:179\"><span style=\"vertical-align: inherit\">Learn the basics of prompt engineering with GPT3 to achieve more nuanced results by building a chatbot that changes its speaking style to suit the audience (using a data retrieval system).<\/span><\/li>\n<li data-sourcepos=\"23:1-25:0\"><span style=\"vertical-align: inherit\">Deployment of customized LLM models in the cloud<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"26:1-26:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"28:1-36:0\">\n<li data-sourcepos=\"28:1-28:97\"><span style=\"vertical-align: inherit\">Machine learning engineers are experienced in machine learning, neural networks and natural language processing (NLP).<\/span><\/li>\n<li data-sourcepos=\"29:1-29:117\"><span style=\"vertical-align: inherit\">Developers, data scientists, and engineers interested in using Large Language Models (LLM) in their projects.<\/span><\/li>\n<li data-sourcepos=\"30:1-30:78\"><span style=\"vertical-align: inherit\">People who want to get the best output from GPT-3 or ChatGPT models.<\/span><\/li>\n<li data-sourcepos=\"31:1-31:39\"><span style=\"vertical-align: inherit\">Those interested in advanced NLP architectures<\/span><\/li>\n<li data-sourcepos=\"32:1-32:49\"><span style=\"vertical-align: inherit\">Interested in generating and improving the performance of LLM models<\/span><\/li>\n<li data-sourcepos=\"33:1-33:68\"><span style=\"vertical-align: inherit\">People who are comfortable with libraries like TensorFlow or PyTorch.<\/span><\/li>\n<li data-sourcepos=\"34:1-36:0\"><span style=\"vertical-align: inherit\">People who are comfortable with linear algebra and vector\/matrix operations.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-11:29\"><span style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.oreilly.com\/library\/view\/quick-guide-to\/9780138237080\/\/\" target=\"_blank\"><span style=\"vertical-align: inherit\">Oreilly<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/sinan-ozdemir\/\"><span style=\"vertical-align: inherit\">Sinan Ozdemir<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 9 hours 20 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Headlines of the course<\/span><\/h3>\n<ul>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Introduction\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Quick Guide to Large Language Models: Introduction<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Module 1: Introduction to Large Language Models\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Module Introduction<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 1: Overview of Large Language Models\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.1 What Are Language Models?<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.2 Popular Modern LLMs<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.3 Applications of LLMs<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 2: Semantic Search with LLMs\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.1 Introduction to Semantic Search<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.2 Building a Semantic Search System<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.3 Optimizing Semantic Search with Cross-Encoders and Fine-Tuning<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 3: First Steps with Prompt Engineering\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.1 Introduction to Prompt Engineering<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.2 Working with Prompts Across Models<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.3 Building a Retrieval-Augmented Generation Bot with ChatGPT and GPT-4<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Module 2: Getting the Most Out of LLMs\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Module Introduction<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 4: Optimizing LLMs with Fine-Tuning\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.1 Transfer Learning\u2014A Primer<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.2 The OpenAI Fine-Tuning API<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.3 Case Study: Predicting with Amazon Reviews\u2013Part 1<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.4 Case Study: Predicting with Amazon Reviews\u2013Part 2<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 5: Advanced Prompt Engineering\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.1 Input\/Output Validation<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.2 Batch Prompting + Prompt Chaining<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.3 Chain-of-Thought Prompting<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.4 Preventing Prompt Injection Attacks<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.5 Assessing an LLM\u2019s Encoded Knowledge Level<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 6: Customizing Embeddings + Model Architectures\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.1 Case Study\u2014Building an Anime Recommendation System<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.2 Using OpenAI\u2019s Embedding Models<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.3 Fine-Tuning an Embedding Model to Capture User Behavior<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Module 3: Advanced LLM Usage\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Module Introduction<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 7: Moving Beyond Foundation Models\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.1 The Vision Transformer<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.2 Using Cross Attention to Mix Data Modalities<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.3 Case Study\u2014Visual QA: Setting Up Our Model<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.4 Case Study\u2014Visual QA: Setting Up Our Parameters and Data<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.5 Introduction to Reinforcement Learning from Feedback<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.6 Aligning FLAN-T5 with Reinforcement Learning from Feedback<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 8: Advanced Open-source LLM Fine-Tuning\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.1 BERT for Multi-label Classification\u2013Part 1<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.2 BERT for Multi-label Classification\u2013Part 2<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.3 Writing LaTeX with GPT-2<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.4 Case Study: Sinan\u2019s Attempt at Wise Yet Engaging Responses \u2013 SAWYER<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.5 Instruction Alignment of LLMs: Supervised Fine-Tuning<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.6 Instruction Alignment of LLMs: Reward Modeling<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.7 Instruction Alignment of LLMs: RLHF<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.8 Instruction Alignment of LLMs: Using Our Instruction Aligned LLM<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Lesson 9: Moving LLMs into Production\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Topics<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">9.1 Cost Projecting and Deploying LLMs to Production<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">9.2 Knowledge Distillation<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" dir=\"ltr\" style=\"text-align: left\">Summary\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\" style=\"text-align: left\">Quick Guide to Large Language Models: Summary<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course prerequisites<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\">Python 3 proficiency with some experience working in interactive Python environments including Notebooks (Jupyter\/Google Colab\/Kaggle Kernels)<\/li>\n<li dir=\"ltr\" style=\"text-align: left\">Comfortable using the Pandas library and either Tensorflow or PyTorch<\/li>\n<li dir=\"ltr\" style=\"text-align: left\">Understanding of ML\/deep learning fundamentals including train\/test splits, loss\/cost functions, and gradient descent<\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\">Images of Course<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-901917 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/05\/Quick-Guide-to-ChatGPT-Embeddings-and-Other-Large-Language-Models-LLMs.jpg\" alt=\"Quick Guide to ChatGPT Embeddings and Other Large Language Models (LLMs)\" width=\"1161\" height=\"421\"><\/p>\n<h3><span style=\"vertical-align: inherit\">Sample video of the course<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-126147-1\"><video class=\"wp-video-shortcode\" id=\"video-126147-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Quick_Guide_to_ChatGPT_Embeddings_and_Other_Large_Language_Models_LLMs_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Quick_Guide_to_ChatGPT_Embeddings_and_Other_Large_Language_Models_LLMs_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Quick_Guide_to_ChatGPT_Embeddings_and_Other_Large_Language_Models_LLMs_Downloadly.ir.mp4?nocache=1786097940059\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Quick_Guide_to_ChatGPT_Embeddings_and_Other_Large_Language_Models_LLMs_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Installation guide<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">After Extract, view with your favorite Player.<\/span><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Subtitle: None<\/span><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<p dir=\"ltr\"><strong>Changes:<\/strong><\/p>\n<p dir=\"ltr\">Version 2024\/8 compared to 2023\/8 has increased the duration of 6 hours and 37 minutes.<\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Oreilly_Quick_Guide_to_ChatGPT_Embeddings_and_Other_Large_Language_Models_LLMs_2024_8.part1_Downloadly.ir.rar?nocache=1786097937\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Oreilly_Quick_Guide_to_ChatGPT_Embeddings_and_Other_Large_Language_Models_LLMs_2024_8.part2_Downloadly.ir.rar?nocache=1786097937\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Oreilly_Quick_Guide_to_ChatGPT_Embeddings_and_Other_Large_Language_Models_LLMs_2024_8.part3_Downloadly.ir.rar?nocache=1786097937\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 869 MB<\/span><\/a><\/p>\n<h5 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/h5>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">2.86 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Course Quick Guide to ChatGPT Embeddings and Other Large Language Models (LLMs). This training course provides you with 9 hours of video training to<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[36619,36620,36621,36622,36623,36624,36625],"class_list":["post-3274","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms","dgi_tag-download-course-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms","dgi_tag-download-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms","dgi_tag-free-download-course-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms","dgi_tag-free-download-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms","dgi_tag-free-quick-guide-to-chatgpt-embeddings-and-other-large-language-models-llms","dgi_tag-sinan-ozdemir"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3274\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=3274"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=3274"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=3274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}