{"id":10635,"date":"2025-07-15T17:21:14","date_gmt":"2025-07-15T09:21:14","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/10635.html"},"modified":"2025-07-15T17:21:14","modified_gmt":"2025-07-15T09:21:14","slug":"prompt-engineering-guide-2","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/en\/sites\/10635-html","title":{"rendered":"Prompt Engineering Guide"},"content":{"rendered":"<p><strong>Prompt Engineering Guide<\/strong>It is one of the most popular open-source learning platforms in today&#039;s AI era, comprehensively covering...<strong><a href=\"https:\/\/aicats.wiki\/en\/2025\/07\/02\/6098-html\/\" title=\"Chinese Beginner&#039;s Guide: How to use Chinese to write high-quality AI-generated prompts to improve content generation efficiency?\">Teaching AI prompts<\/a>Case studies, technical solutions, and the latest research<\/strong>It is dedicated to helping developers, content creators, enterprises, and other users efficiently master the core skills of Prompt engineering. (All platform content)<strong>Free and open to all, clearly structured, and supports multiple languages.<\/strong>It combines systematic courses with an active community, making it suitable for users from beginners to advanced levels to continuously improve. Whether you are an AI beginner, developer, or researcher, you can enhance your AI collaboration and innovation capabilities through the Prompt Engineering Guide&#039;s content, which emphasizes both theory and practice.<\/p>\n\n\n\n<p>A Comprehensive Analysis of the Prompt Engineering Guide \u2013 The &quot;Command Manual&quot; for the AI Era\u201c<\/p>\n\n\n\n<p>With the rapid development of Large Language Models (LLM) and various generative AI tools, how to efficiently &quot;converse&quot; with AI and guide it to maximize its value has become a core issue of concern for every developer, researcher, and even enterprise. The Prompt Engineering Guide is a leading knowledge platform in this emerging field. Below, we will provide a comprehensive analysis of its content, value, functions, and methods from the perspective of in-depth news reporting.<\/p>\n\n\n\n<p>Official website address:<a href=\"https:\/\/www.promptingguide.ai\/zh\" target=\"_blank\" rel=\"noopener\" class=\"external\" >https:\/\/www.promptingguide.ai\/zh<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The main functions of the Prompt Engineering Guide<\/strong><\/h2>\n\n\n\n<p>According to the platform&#039;s introduction, Prompt Engineering Guide is a comprehensive AI prompting command community that integrates teaching, case studies, technical solutions, model analysis, and open-source resources. Its content covers all mainstream methods and theories of AI prompting commands and keeps up with cutting-edge research results.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752539365.png\" alt=\"Prompt Engineering Guide Official Website\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">Photo\/<a title=\"\" href=\"https:\/\/www.promptingguide.ai\/zh\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Prompt Engineering Guide Official Website<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>Functional modules<\/th><th>Main content and link examples<\/th><th>Suitable for<\/th><\/tr><tr><td><strong>Tips for engineering basics<\/strong><\/td><td>Basic concepts, components of prompts, design methods, and common examples <a href=\"https:\/\/www.promptingguide.ai\/zh\/introduction\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Click to read<\/a><\/td><td>Beginner users, AI enthusiasts<\/td><\/tr><tr><td><strong>Advanced Techniques<\/strong><\/td><td>Zero samples, few samples, CoT chain thinking, self-consistency, etc. <a href=\"https:\/\/www.promptingguide.ai\/zh\/techniques\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Technical details<\/a><\/td><td>Advanced developers and researchers<\/td><\/tr><tr><td><strong>Application scenarios<\/strong><\/td><td>Data generation, code generation, knowledge extraction, RAG, etc. <a href=\"https:\/\/www.promptingguide.ai\/zh\/applications\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Application Page<\/a><\/td><td>Data scientists, enterprise users<\/td><\/tr><tr><td><strong>Prompt Hub<\/strong><\/td><td>Various AI prompt word templates <a href=\"https:\/\/www.promptingguide.ai\/zh\/prompts\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Prompt library<\/a><\/td><td>All users<\/td><\/tr><tr><td><strong>Model Column<\/strong><\/td><td>Command guides for mainstream large model kits such as ChatGPT, GPT-4, Gemini, and Claude. <a href=\"https:\/\/www.promptingguide.ai\/zh\/models\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Model Page<\/a><\/td><td>Customized needs users<\/td><\/tr><tr><td><strong>Risks and misuse<\/strong><\/td><td>Examples of research and protection against adversarial examples, security, and bias. <a href=\"https:\/\/www.promptingguide.ai\/zh\/risks\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Risk Page<\/a><\/td><td>Safety engineers, corporate decision-makers<\/td><\/tr><tr><td><strong>Research and Papers<\/strong><\/td><td>Paper Index, LLM Capabilities Interpretation, Practical Data <a href=\"https:\/\/www.promptingguide.ai\/zh\/research\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >paper library<\/a><\/td><td>Researchers<\/td><\/tr><tr><td><strong>Open Courses and Communities<\/strong><\/td><td>Latest courses, Discord community <a href=\"https:\/\/dair-ai.thinkific.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Course Entry<\/a><\/td><td>learner<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fully open source, continuously co-created by the community.<\/li>\n\n\n\n<li>Content coverage<strong>Latest industry practices, papers and case studies<\/strong><\/li>\n\n\n\n<li>Each prompting method is accompanied by code\/actual prompt examples.<\/li>\n\n\n\n<li>support<strong>Multilingual (including Simplified Chinese)<\/strong><\/li>\n\n\n\n<li>Some courses support video and interactive Q&amp;A.<\/li>\n<\/ul>\n\n\n\n<p>To preview all content, please see [link\/reference].<a href=\"https:\/\/www.promptingguide.ai\/zh\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Page Navigation<\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1775\" height=\"873\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-271.png\" alt=\"Basic Introduction\" class=\"wp-image-11116\"\/><figcaption class=\"wp-element-caption\">Image\/Basic Introduction<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Tips on engineering guide pricing &amp; solutions<\/strong><\/h2>\n\n\n\n<p>It is worth noting that<strong>All core content on the platform is available for free.<\/strong>,include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Full site tutorials and Prompt example library<\/li>\n\n\n\n<li>Large model suggests technical analysis and risk research<\/li>\n\n\n\n<li>Index of Open Papers and Real-World Cases<\/li>\n<\/ul>\n\n\n\n<p>For those seeking advanced system training or certification, Prompt Engineering Guide has partnered with DAIR.AI Academy to offer paid courses.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>plan<\/th><th>content<\/th><th>price<\/th><\/tr><tr><td><strong>Basic Free Version<\/strong><\/td><td>All materials\/Prompts are available for free.<\/td><td>free<\/td><\/tr><tr><td><strong>Certified Paid Courses<\/strong><\/td><td>Systematic video lessons, practical exercises, and graduation certification.<\/td><td>Promotional price (20%off, see course page for details)<\/td><\/tr><tr><td><strong>Corporate\/team training<\/strong><\/td><td>Customized courses and skills enhancement services<\/td><td>Exclusive pricing<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Limited-time discount code for courses on this platform<strong>PROMPTING20<\/strong>Enjoy a 20% discount.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1775\" height=\"873\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-272.jpg\" alt=\"Official Courses\" class=\"wp-image-11119\"\/><figcaption class=\"wp-element-caption\">Image\/Official Course<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How to use the Prompt Engineering Guide<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Visit the official website<\/strong>\uff1a<a href=\"https:\/\/www.promptingguide.ai\/zh\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/www.promptingguide.ai\/zh<\/a><\/li>\n\n\n\n<li><strong>Browsing structured content<\/strong>The left-side navigation switches between different sections.<\/li>\n\n\n\n<li><strong>Find the Prompt example you need<\/strong>(e.g., code, data generation, text processing), see details.<a href=\"https:\/\/www.promptingguide.ai\/zh\/prompts\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Prompt Hub<\/a><\/li>\n\n\n\n<li><strong>Learning advanced\/new methods<\/strong>Examples include CoT chain thinking and automatic progression; see details.<a href=\"https:\/\/www.promptingguide.ai\/zh\/techniques\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Technical Column<\/a><\/li>\n\n\n\n<li><strong>Participate in courses and communities<\/strong>:Sign up<a href=\"https:\/\/dair-ai.thinkific.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Official Course<\/a>,join in<a href=\"https:\/\/discord.gg\/FUyz9vPAwf\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Discord<\/a>Group communication<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1775\" height=\"873\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-272.png\" alt=\"Technical Column\" class=\"wp-image-11122\"\/><figcaption class=\"wp-element-caption\">Image\/Technology Column<\/figcaption><\/figure>\n\n\n\n<p>Each content section on the platform features a &quot;Difficulty Level&quot; label, allowing novice and advanced users to easily jump to a suitable difficulty level. See more application examples.<a href=\"https:\/\/www.promptingguide.ai\/zh\/applications\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Practical Case Studies<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Target audience analysis<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>Target users<\/th><th>Scene Description<\/th><\/tr><tr><td><strong>AI beginners<\/strong><\/td><td>Introductory Prompt theory and case studies<\/td><\/tr><tr><td><strong>Engineers\/Developers<\/strong><\/td><td>Get Prompt templates, chain thinking, and other solutions.<\/td><\/tr><tr><td><strong>Data Scientist<\/strong><\/td><td>Optimize data generation logic by combining RAG, zero-shot methods, etc.<\/td><\/tr><tr><td><strong>Startup teams\/enterprises<\/strong><\/td><td>Training employees, mitigating risks, and improving efficiency<\/td><\/tr><tr><td><strong>Safety Engineer<\/strong><\/td><td>Learn how to prevent Prompt injection and attacks<\/td><\/tr><tr><td><strong>University faculty and students\/researchers<\/strong><\/td><td>Keep up with academic trends and practice the latest experimental techniques.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>Content creators, product managers, and designers of NLP\/generative AI applications<\/strong>Prototypes can also be quickly built\/optimized from the Prompt library, improving development and content production efficiency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Typical Content and Featured Links Table<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1775\" height=\"873\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-273.jpg\" alt=\"Discord community discussion\" class=\"wp-image-11125\"\/><figcaption class=\"wp-element-caption\">Image\/Discord community discussion<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>Content Blocks<\/th><th>Example of a representative column<\/th><\/tr><tr><td>Basic Introduction<\/td><td><a href=\"https:\/\/www.promptingguide.ai\/zh\/introduction\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Tips for engineering basics<\/a><\/td><\/tr><tr><td>Commonly used technologies<\/td><td><a href=\"https:\/\/www.promptingguide.ai\/zh\/techniques\/zeroshot\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Zero samples<\/a>\u3001<a href=\"https:\/\/www.promptingguide.ai\/zh\/techniques\/fewshot\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Small sample<\/a>\u3001<a href=\"https:\/\/www.promptingguide.ai\/zh\/techniques\/cot\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Chain Thinking CoT<\/a><\/td><\/tr><tr><td>AI model<\/td><td><a href=\"https:\/\/www.promptingguide.ai\/zh\/models\/chatgpt\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >ChatGPT Techniques<\/a>\u3001<a href=\"https:\/\/www.promptingguide.ai\/zh\/models\/gpt-4\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GPT-4 Column<\/a><\/td><\/tr><tr><td>Risk countermeasures<\/td><td><a href=\"https:\/\/www.promptingguide.ai\/zh\/risks\/adversarial\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Adversarial prompts<\/a>\u3001<a href=\"https:\/\/www.promptingguide.ai\/zh\/risks\/factuality\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Factual reliability<\/a><\/td><\/tr><tr><td>Community Learning<\/td><td><a href=\"https:\/\/discord.gg\/FUyz9vPAwf\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Discord community<\/a>\u3001<a href=\"https:\/\/github.com\/dair-ai\/Prompt-Engineering-Guide\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Open source contributions<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Is this engineering guide suitable for people without AI background?<\/strong><\/h3>\n\n\n\n<p><strong>Suitable<\/strong>The platform provides basic tutorials that explain all the terminology in detail, along with numerous introductory examples and step-by-step instructions, making it easy to learn with zero barriers to entry.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>What makes the Prompt Engineering Guide different from other tutorials?<\/strong><\/h3>\n\n\n\n<p><strong>This platform aggregates mainstream Prompt methods in the industry, spanning from basic to advanced and the latest experimental cases.<\/strong>Like Learn Prompting, it is an open-source AI knowledge base, but its content structure is more comprehensive, it is updated faster, it supports Chinese, and its community interaction is active.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Can a high-quality prompt really significantly improve AI performance?<\/strong><\/h3>\n\n\n\n<p><strong>Can<\/strong>Numerous papers and practical applications have demonstrated that high-quality Prompts can improve the accuracy of large models several times over, significantly optimizing content generation efficiency. Prompts are now a &quot;super programming language&quot;!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Whoever can write a good Prompt can unleash the potential of AI.<br><strong>Prompt Engineering Guide<\/strong>This platform provides a free and easy-to-learn learning portal that combines theory and practice for everyone who aspires to navigate the intelligent era. To continuously improve your Prompt skills or gain a deeper understanding of the platform&#039;s content, please visit [website address].<a href=\"https:\/\/www.promptingguide.ai\/zh\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Official website<\/a>\u3002<\/p>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,613,615],"favorites":[580],"class_list":["post-10635","sites","type-sites","status-publish","hentry","sitetag-ai","sitetag-prompt","sitetag-prompt-engineering-guide","favorites-ai-prompt-tools"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/10635","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/comments?post=10635"}],"version-history":[{"count":0,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/10635\/revisions"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/media?parent=10635"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/content_visibility?post=10635"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sitetag?post=10635"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/favorites?post=10635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}