{"id":1560,"date":"2024-05-22T11:35:17","date_gmt":"2024-05-22T11:35:17","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1560"},"modified":"2024-05-22T11:35:27","modified_gmt":"2024-05-22T11:35:27","slug":"shengchengshirengongzhinenggoujiantuxiangshengchengyingyong","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/shengchengshirengongzhinenggoujiantuxiangshengchengyingyong.html","title":{"rendered":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6784\u5efa\u56fe\u50cf\u751f\u6210\u5e94\u7528"},"content":{"rendered":"<p>\u524d\u9762\u6211\u4eec\u5df2\u7ecf\u4ecb\u7ecd\u4e86\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/juejin.cn\/post\/7326746819512680458\" title=\"https:\/\/juejin.cn\/post\/7326746819512680458\" target=\"_blank\" rel=\"noopener\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fdGenerative AI\u548cLLMs\u4ecb\u7ecd<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7326989741546471451\" title=\"https:\/\/juejin.cn\/post\/7326989741546471451\" target=\"_blank\" rel=\"noopener\">\u53d1\u73b0\u548c\u6bd4\u8f83\u4e0d\u540c\u7c7b\u578b\u7684 LLMs<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7327500902109052965\" title=\"https:\/\/juejin.cn\/post\/7327500902109052965\" target=\"_blank\" rel=\"noopener\">\u6b63\u786e\u6709\u6548\u7684\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7327872156917956659\" title=\"https:\/\/juejin.cn\/post\/7327872156917956659\" target=\"_blank\" rel=\"noopener\">\u4e86\u89e3\u63d0\u793a\u5de5\u7a0b(Prompt Engineering)\u57fa\u7840\u77e5\u8bc6<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7328229830134300681\" title=\"https:\/\/juejin.cn\/post\/7328229830134300681\" target=\"_blank\" rel=\"noopener\">\u521b\u5efa\u9ad8\u7ea7\u63d0\u793a\u5de5\u7a0b(Prompt Engineering)\u7684\u6280\u5de7<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7328365010555748379\" target=\"_blank\" title=\"https:\/\/juejin.cn\/post\/7328365010555748379\" rel=\"noopener\">\u521b\u5efa\u6587\u672c\u751f\u6210\u5e94\u7528<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7329033935491956745\" target=\"_blank\" title=\"https:\/\/juejin.cn\/post\/7329033935491956745\" rel=\"noopener\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u5efa\u804a\u5929\u5e94\u7528<\/a><\/li>\n<\/ul>\n<p>LLMs \u4e0d\u662f\u53ea\u80fd\u751f\u6210\u6587\u672c\uff0c\u8fd8\u80fd\u6839\u636e\u6587\u672c\u63cf\u8ff0\u751f\u6210\u56fe\u50cf\u3002\u56fe\u50cf\u4f5c\u4e3a\u4e00\u79cd\u6a21\u5f0f\uff0c\u5728\u533b\u7597\u79d1\u6280\u3001\u5efa\u7b51\u3001\u65c5\u6e38\u3001\u6e38\u620f\u5f00\u53d1\u7b49\u591a\u4e2a\u9886\u57df\u90fd\u5f88\u6709\u7528\u5904\u3002\u5728\u8fd9\u4e00\u7ae0\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e24\u79cd\u6700\u53d7\u6b22\u8fce\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff1aDALL-E \u548c Midjourney\u3002<\/p>\n<h1 data-id=\"heading-0\">\u5982\u4f55\u8981\u6784\u5efa\u56fe\u50cf\u751f\u6210\u5e94\u7528\u7a0b\u5e8f\uff1f<\/h1>\n<p>\u56fe\u50cf\u751f\u6210\u5e94\u7528\u7a0b\u5e8f\u662f\u4e00\u79cd\u63a2\u7d22\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u7684\u597d\u65b9\u5f0f\u3002\u5b83\u4eec\u53ef\u4ee5\u7528\u4e8e\u4ee5\u4e0b\u573a\u666f\uff1a<\/p>\n<ul>\n<li>\u56fe\u50cf\u7f16\u8f91\u548c\u5408\u6210\u3002\u60a8\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u7684\u9700\u6c42\u751f\u6210\u56fe\u50cf\uff0c\u6bd4\u5982\u56fe\u50cf\u7f16\u8f91\u548c\u56fe\u50cf\u5408\u6210\u3002<\/li>\n<li>\u9002\u7528\u4e8e\u591a\u4e2a\u884c\u4e1a\u3002\u5b83\u4eec\u8fd8\u53ef\u4ee5\u7528\u4e8e\u4e3a\u533b\u7597\u79d1\u6280\u3001\u65c5\u6e38\u3001\u6e38\u620f\u5f00\u53d1\u7b49\u591a\u4e2a\u884c\u4e1a\u751f\u6210\u56fe\u50cf\u3002<\/li>\n<\/ul>\n<h1 data-id=\"heading-1\">DALL-E \u548c Midjourney \u662f\u4ec0\u4e48\uff1f<\/h1>\n<p>DALL-E \u548c Midjourney \u662f\u4e24\u79cd\u6700\u53d7\u6b22\u8fce\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u5b83\u4eec\u53ef\u4ee5\u8ba9\u60a8\u7528\u63d0\u793a\u8bcd\u751f\u6210\u56fe\u50cf\u3002<\/p>\n<p><strong>DALL-E<\/strong><\/p>\n<p>\u6211\u4eec\u5148\u6765\u770b\u770b DALL-E\uff0c\u5b83\u662f\u4e00\u79cd\u751f\u6210\u5f0f AI \u6a21\u578b\uff0c\u53ef\u4ee5\u6839\u636e\u6587\u672c\u63cf\u8ff0\u751f\u6210\u56fe\u50cf\u3002<\/p>\n<p>DALL-E \u662f CLIP \u548c diffused attention \u4e24\u79cd\u6a21\u578b\u7684\u7ed3\u5408<\/p>\n<ul>\n<li>CLIP\uff0c\u662f\u4e00\u79cd\u80fd\u591f\u4ece\u56fe\u50cf\u548c\u6587\u672c\u751f\u6210\u5d4c\u5165\u7684\u6a21\u578b\uff0c\u5d4c\u5165\u662f\u6570\u636e\u7684\u6570\u5b57\u8868\u8fbe\u3002<\/li>\n<li>diffused attention\uff0c\u662f\u4e00\u79cd\u80fd\u591f\u4ece\u5d4c\u5165\u751f\u6210\u56fe\u50cf\u7684\u6a21\u578b\u3002DALL-E \u5728\u56fe\u50cf\u548c\u6587\u672c\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u8bad\u7ec3\uff0c\u53ef\u4ee5\u7528\u4e8e\u4ece\u6587\u672c\u63cf\u8ff0\u751f\u6210\u56fe\u50cf\u3002\u6bd4\u5982\uff0cDALL-E \u53ef\u4ee5\u7528\u4e8e\u751f\u6210\u6234\u7740\u5e3d\u5b50\u7684\u732b\u6216\u8005\u6709\u83ab\u897f\u5e72\u53d1\u578b\u7684\u72d7\u7684\u56fe\u50cf\u3002<\/li>\n<\/ul>\n<p><strong>Midjourney<\/strong><\/p>\n<p>Midjourney \u7684\u5de5\u4f5c\u539f\u7406\u548c DALL-E \u76f8\u4f3c\uff0c\u5b83\u4e5f\u662f\u6839\u636e\u6587\u672c\u63d0\u793a\u751f\u6210\u56fe\u50cf\u3002Midjourney \u4e5f\u53ef\u4ee5\u7528\u4e8e\u7528\u201c\u6234\u7740\u5e3d\u5b50\u7684\u732b\u201d\u6216\u8005\u201c\u83ab\u897f\u5e72\u72d7\u201d\u7b49\u63d0\u793a\u751f\u6210\u56fe\u50cf\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/9861da710212bfaf099a4ecaa1e6bc9c.png\" alt=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6784\u5efa\u56fe\u50cf\u751f\u6210\u5e94\u7528\" \/><\/figure>\n<a href=\"https:\/\/link.juejin.cn?target=\" title=\"\" ref=\"nofollow noopener noreferrer\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<h1 data-id=\"heading-2\">DALL-E \u548c Midjourney \u662f\u5982\u4f55\u5de5\u4f5c\u7684<\/h1>\n<p>\u9996\u5148\uff0cDALL-E\u3002DALL-E \u662f\u4e00\u79cd\u57fa\u4e8e\u5e26\u6709 autoregressive transformer \u7684 transformer \u67b6\u6784\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002<\/p>\n<p>\u201cautoregressive transformer\u201d\u5b9a\u4e49\u4e86\u6a21\u578b\u5982\u4f55\u6839\u636e\u6587\u672c\u63cf\u8ff0\u751f\u6210\u56fe\u50cf\uff0c\u5b83\u6bcf\u6b21\u751f\u6210\u4e00\u4e2a\u50cf\u7d20\uff0c\u7136\u540e\u7528\u751f\u6210\u7684\u50cf\u7d20\u751f\u6210\u4e0b\u4e00\u4e2a\u50cf\u7d20\u3002\u7ecf\u8fc7\u795e\u7ecf\u7f51\u7edc\u7684\u591a\u4e2a\u5c42\uff0c\u76f4\u5230\u56fe\u50cf\u751f\u6210\u5b8c\u6bd5\u3002<\/p>\n<p>\u901a\u8fc7\u8fd9\u4e2a\u8fc7\u7a0b\uff0cDALL-E \u53ef\u4ee5\u63a7\u5236\u751f\u6210\u7684\u56fe\u50cf\u4e2d\u7684\u5c5e\u6027\u3001\u5bf9\u8c61\u3001\u7279\u5f81\u7b49\u3002DALL-E 2\u548c3\u53ef\u4ee5\u5bf9\u751f\u6210\u7684\u56fe\u50cf\u6709\u66f4\u591a\u7684\u63a7\u5236\u529b\uff0c<\/p>\n<h1 data-id=\"heading-3\">\u6784\u5efa\u60a8\u7684\u7b2c\u4e00\u4e2a\u56fe\u50cf\u751f\u6210\u5e94\u7528\u7a0b\u5e8f<\/h1>\n<p>\u90a3\u4e48\uff0c\u6784\u5efa\u56fe\u50cf\u751f\u6210\u5e94\u7528\u7a0b\u5e8f\u9700\u8981\u4ec0\u4e48\u5462\uff1f\u60a8\u9700\u8981\u4ee5\u4e0b Library\uff1a<\/p>\n<ul>\n<li>python-dotenv\uff0c\u5efa\u8bae\u60a8\u4f7f\u7528\u8fd9\u4e2a\u5e93\u5c06\u60a8\u7684\u79d8\u5bc6\u4fdd\u5b58\u5728 .env \u6587\u4ef6\u4e2d\uff0c\u907f\u514d\u66b4\u9732\u5728\u4ee3\u7801\u91cc\u3002<\/li>\n<li>openai\uff0c\u60a8\u5c06\u4f7f\u7528\u8fd9\u4e2a\u5e93\u4e0e OpenAI API \u4ea4\u4e92\u3002<\/li>\n<li>pillow\uff0c\u7528\u4e8e\u5728 Python \u4e2d\u5904\u7406\u56fe\u50cf\u3002<\/li>\n<li>requests\uff0c\u7528\u4e8e\u53d1\u9001 HTTP \u8bf7\u6c42\u3002<\/li>\n<\/ul>\n<ol>\n<li>\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9\u7684\u6587\u4ef6 .env\uff1a<\/li>\n<\/ol>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">AZURE_OPENAI_ENDPOINT<\/span>=&lt;your endpoint&gt;<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-attr\">AZURE_OPENAI_KEY<\/span>=&lt;your key&gt;<\/span>\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u5c06\u4e0a\u8ff0\u5e93\u653e\u5728\u4e00\u4e2a\u540d\u4e3a requirements.txt \u7684\u6587\u4ef6\u4e2d\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/li>\n<\/ol>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\"><\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs code-block-extension-codeShowNum\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">python-dotenv<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">openai<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">pillow<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">requests<\/span>\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u63a5\u4e0b\u6765\uff0c\u521b\u5efa\u865a\u62df\u73af\u5883\u5e76\u5b89\u88c5\u5e93\uff1a<\/li>\n<\/ol>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">python3 -m venv venv<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-built_in\">source<\/span> venv\/bin\/activate<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">pip install -r requirements.txt <\/span>\n<\/code><\/pre>\n<p>\u5bf9\u4e8e Windows\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\"><\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs code-block-extension-codeShowNum\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">python3 -m venv venv<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">venvScriptsactivate.bat<\/span>\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u5728\u4e00\u4e2a\u540d\u4e3a app.py \u7684\u6587\u4ef6\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">import openai<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">import os<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">import requests<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">from PIL import Image<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">import dotenv<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><span class=\"hljs-comment\"># import dotenv<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">dotenv.load_dotenv()<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\"><span class=\"hljs-comment\"># Get endpoint and key from environment variables<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\"><span class=\"hljs-attr\">openai.api_base<\/span> = os.environ[<span class=\"hljs-string\">'AZURE_OPENAI_ENDPOINT'<\/span>]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\"><span class=\"hljs-attr\">openai.api_key<\/span> = os.environ[<span class=\"hljs-string\">'AZURE_OPENAI_KEY'<\/span>]     <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\"><span class=\"hljs-comment\"># Assign the API version (DALL-E is currently supported for the 2023-06-01-preview API version only)<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\"><span class=\"hljs-attr\">openai.api_version<\/span> = <span class=\"hljs-string\">'2023-06-01-preview'<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\"><span class=\"hljs-attr\">openai.api_type<\/span> = <span class=\"hljs-string\">'azure'<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">try:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">    <span class=\"hljs-comment\"># Create an image by using the image generation API<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">    <span class=\"hljs-attr\">generation_response<\/span> = openai.Image.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">        <span class=\"hljs-attr\">prompt<\/span>=<span class=\"hljs-string\">'Bunny on horse, holding a lollipop, on a foggy meadow where it grows daffodils'<\/span>,    <span class=\"hljs-comment\"># Enter your prompt text here<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\">        <span class=\"hljs-attr\">size<\/span>=<span class=\"hljs-string\">'1024x1024'<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">        <span class=\"hljs-attr\">n<\/span>=<span class=\"hljs-number\">2<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\">        <span class=\"hljs-attr\">temperature<\/span>=<span class=\"hljs-number\">0<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\">    )<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"27\">    <span class=\"hljs-comment\"># Set the directory for the stored image<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"28\">    <span class=\"hljs-attr\">image_dir<\/span> = os.path.join(os.curdir, <span class=\"hljs-string\">'images'<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"29\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"30\">    <span class=\"hljs-comment\"># If the directory doesn't exist, create it<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"31\">    if not os.path.isdir(image_dir):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"32\">        os.mkdir(image_dir)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"33\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"34\">    <span class=\"hljs-comment\"># Initialize the image path (note the filetype should be png)<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"35\">    <span class=\"hljs-attr\">image_path<\/span> = os.path.join(image_dir, <span class=\"hljs-string\">'generated-image.png'<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"36\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"37\">    <span class=\"hljs-comment\"># Retrieve the generated image<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"38\">    <span class=\"hljs-attr\">image_url<\/span> = generation_response[<span class=\"hljs-string\">\"data\"<\/span>][<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">\"url\"<\/span>]  <span class=\"hljs-comment\"># extract image URL from response<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"39\">    <span class=\"hljs-attr\">generated_image<\/span> = requests.get(image_url).content  <span class=\"hljs-comment\"># download the image<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"40\">    with open(image_path, \"wb\") as image_file:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"41\">        image_file.write(generated_image)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"42\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"43\">    <span class=\"hljs-comment\"># Display the image in the default image viewer<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"44\">    <span class=\"hljs-attr\">image<\/span> = Image.open(image_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"45\">    image.show()<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"46\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"47\"><span class=\"hljs-comment\"># catch exceptions<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"48\">except openai.error.InvalidRequestError as err:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"49\">    print(err)<\/span>\n<\/code><\/pre>\n<p>\u6211\u4eec\u6765\u89e3\u91ca\u4e00\u4e0b\u8fd9\u6bb5\u4ee3\u7801\uff1a<\/p>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u5bfc\u5165\u6211\u4eec\u9700\u8981\u7684 Library \uff0c\u5305\u62ec OpenAI \u3001dotenv \u3001requests \u548c Pillow\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">javascript<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-javascript code-block-extension-codeShowNum\" lang=\"javascript\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">import<\/span> openai<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-keyword\">import<\/span> os<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><span class=\"hljs-keyword\">import<\/span> requests<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-keyword\">from<\/span> <span class=\"hljs-variable constant_\">PIL<\/span> <span class=\"hljs-keyword\">import<\/span> <span class=\"hljs-title class_\">Image<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><span class=\"hljs-keyword\">import<\/span> dotenv<\/span>\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u4ece .env \u6587\u4ef6\u4e2d\u52a0\u8f7d\u73af\u5883\u53d8\u91cf\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">arduino<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-arduino code-block-extension-codeShowNum\" lang=\"arduino\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-meta\"># import dotenv<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">dotenv.<span class=\"hljs-built_in\">load_dotenv<\/span>()<\/span>\n<\/code><\/pre>\n<p>\u7136\u540e\uff0c\u6211\u4eec\u8bbe\u7f6e OpenAI API \u7684 endpoint \u3001 key \u3001\u7248\u672c\u548c\u7c7b\u578b\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-comment\"># Get endpoint and key from environment variables<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-attr\">openai.api_base<\/span> = os.environ[<span class=\"hljs-string\">'AZURE_OPENAI_ENDPOINT'<\/span>]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><span class=\"hljs-attr\">openai.api_key<\/span> = os.environ[<span class=\"hljs-string\">'AZURE_OPENAI_KEY'<\/span>] <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><span class=\"hljs-comment\"># add version and type, Azure specific<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"><span class=\"hljs-attr\">openai.api_version<\/span> = <span class=\"hljs-string\">'2023-06-01-preview'<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><span class=\"hljs-attr\">openai.api_type<\/span> = <span class=\"hljs-string\">'azure'<\/span><\/span>\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u751f\u6210\u56fe\u50cf\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-comment\"># Create an image by using the image generation API<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-attr\">generation_response<\/span> = openai.Image.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    <span class=\"hljs-attr\">prompt<\/span>=<span class=\"hljs-string\">'Bunny on horse, holding a lollipop, on a foggy meadow where it grows daffodils'<\/span>,    <span class=\"hljs-comment\"># Enter your prompt text here<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    <span class=\"hljs-attr\">size<\/span>=<span class=\"hljs-string\">'1024x1024'<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    <span class=\"hljs-attr\">n<\/span>=<span class=\"hljs-number\">2<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    <span class=\"hljs-attr\">temperature<\/span>=<span class=\"hljs-number\">0<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">)<\/span>\n<\/code><\/pre>\n<p>\u4e0a\u9762\u7684\u4ee3\u7801\u8fd4\u56de\u4e00\u4e2a JSON \u5bf9\u8c61\uff0c\u5176\u4e2d\u5305\u542b\u751f\u6210\u56fe\u50cf\u7684 URL\u3002\u6211\u4eec\u53ef\u4ee5\u7528 URL \u4e0b\u8f7d\u56fe\u50cf\u5e76\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\u3002<\/p>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u6253\u5f00\u56fe\u50cf\u5e76\u7528\u6807\u51c6\u7684\u56fe\u50cf\u67e5\u770b\u5668\u663e\u793a\u5b83\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">arduino<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-arduino code-block-extension-codeShowNum\" lang=\"arduino\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">image = Image.<span class=\"hljs-built_in\">open<\/span>(image_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">image.<span class=\"hljs-built_in\">show<\/span>()<\/span>\n<\/code><\/pre>\n<p>\u66f4\u591a\u5173\u4e8e\u751f\u6210\u56fe\u50cf\u7684\u7ec6\u8282<\/p>\n<p>\u8ba9\u6211\u4eec\u66f4\u8be6\u7ec6\u5730\u770b\u770b\u751f\u6210\u56fe\u50cf\u7684\u4ee3\u7801\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">generation_response<\/span> = openai.Image.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">        <span class=\"hljs-attr\">prompt<\/span>=<span class=\"hljs-string\">'Bunny on horse, holding a lollipop, on a foggy meadow where it grows daffodils'<\/span>,    <span class=\"hljs-comment\"># Enter your prompt text here<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">        <span class=\"hljs-attr\">size<\/span>=<span class=\"hljs-string\">'1024x1024'<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">        <span class=\"hljs-attr\">n<\/span>=<span class=\"hljs-number\">2<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">        <span class=\"hljs-attr\">temperature<\/span>=<span class=\"hljs-number\">0<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    )<\/span>\n<\/code><\/pre>\n<ul>\n<li>prompt\uff0c\u662f\u7528\u4e8e\u751f\u6210\u56fe\u50cf\u7684\u6587\u672c\u63d0\u793a\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u7528\u4e86\u63d0\u793a\u201cBunny on horse, holding a lollipop, on a foggy meadow where it grows daffodils\u201d\u3002<\/li>\n<li>size\uff0c\u662f\u751f\u6210\u7684\u56fe\u50cf\u7684\u5c3a\u5bf8\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u751f\u6210\u4e86\u4e00\u4e2a 1024&#215;1024 \u50cf\u7d20\u7684\u56fe\u50cf\u3002<\/li>\n<li>n\uff0c\u662f\u751f\u6210\u7684\u56fe\u50cf\u7684\u6570\u91cf\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u751f\u6210\u4e86\u4e24\u4e2a\u56fe\u50cf\u3002<\/li>\n<li>temperature\uff0c\u662f\u63a7\u5236\u751f\u6210\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u8f93\u51fa\u968f\u673a\u6027\u7684\u53c2\u6570\u3002temperature \u662f 0 \u5230 1 \u4e4b\u95f4\u7684\u503c\uff0c\u5176\u4e2d 0 \u8868\u793a\u8f93\u51fa\u662f\u786e\u5b9a\u7684\uff0c1 \u8868\u793a\u8f93\u51fa\u662f\u968f\u673a\u7684\u3002\u9ed8\u8ba4\u503c\u662f 0.7\u3002<\/li>\n<\/ul>\n<p>\u60a8\u8fd8\u53ef\u4ee5\u5bf9\u56fe\u50cf\u505a\u66f4\u591a\u7684\u64cd\u4f5c\uff0c\u6211\u4eec\u5c06\u5728\u4e0b\u9762\u4ecb\u7ecd\u8fd9\u4e9b\u64cd\u4f5c\u3002<\/p>\n<h1 data-id=\"heading-4\">\u56fe\u50cf\u751f\u6210\u7684\u989d\u5916\u529f\u80fd<\/h1>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u60a8\u5df2\u7ecf\u5b66\u4f1a\u4e86\u5982\u4f55\u7528 Python \u4e2d\u7684\u51e0\u884c\u4ee3\u7801\u6765\u751f\u6210\u56fe\u50cf\u3002\u4f46\u662f\uff0c\u60a8\u8fd8\u53ef\u4ee5\u5bf9\u56fe\u50cf\u505a\u66f4\u591a\u7684\u64cd\u4f5c\u3002<\/p>\n<p>\u60a8\u8fd8\u53ef\u4ee5\u505a\u8fd9\u4e9b\uff1a<\/p>\n<p>\u7f16\u8f91\u56fe\u50cf\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u7ed9\u73b0\u6709\u7684\u56fe\u50cf\u52a0\u4e0a\u906e\u7f69\u548c\u63d0\u793a\u6765\u4fee\u6539\u56fe\u50cf\u3002\u6bd4\u5982\uff0c\u60a8\u53ef\u4ee5\u7ed9\u56fe\u50cf\u7684\u67d0\u4e2a\u90e8\u5206\u52a0\u4e0a\u4e00\u4e9b\u4e1c\u897f\u3002\u60f3\u8c61\u4e00\u4e0b\u6211\u4eec\u7684\u5154\u5b50\u56fe\u50cf\uff0c\u60a8\u53ef\u4ee5\u7ed9\u5154\u5b50\u6234\u4e0a\u4e00\u9876\u5e3d\u5b50\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u63d0\u4f9b\u56fe\u50cf\u3001\u906e\u7f69\uff08\u6807\u8bb0\u8981\u4fee\u6539\u7684\u533a\u57df\uff09\u548c\u6587\u672c\u63d0\u793a\u6765\u8bf4\u660e\u8981\u505a\u4ec0\u4e48\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">response<\/span> = openai.Image.create_edit(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">  <span class=\"hljs-attr\">image<\/span>=open(<span class=\"hljs-string\">\"base_image.png\"<\/span>, <span class=\"hljs-string\">\"rb\"<\/span>),<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">  <span class=\"hljs-attr\">mask<\/span>=open(<span class=\"hljs-string\">\"mask.png\"<\/span>, <span class=\"hljs-string\">\"rb\"<\/span>),<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">  <span class=\"hljs-attr\">prompt<\/span>=<span class=\"hljs-string\">\"An image of a rabbit with a hat on its head.\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">  <span class=\"hljs-attr\">n<\/span>=<span class=\"hljs-number\">1<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">  <span class=\"hljs-attr\">size<\/span>=<span class=\"hljs-string\">\"1024x1024\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\"><span class=\"hljs-attr\">image_url<\/span> = response[<span class=\"hljs-string\">'data'<\/span>][<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'url'<\/span>]<\/span>\n<\/code><\/pre>\n<p>\u57fa\u672c\u56fe\u50cf\u53ea\u6709\u5154\u5b50\uff0c\u4f46\u6700\u540e\u7684\u56fe\u50cf\u4f1a\u5728\u5154\u5b50\u5934\u4e0a\u52a0\u4e0a\u5e3d\u5b50\u3002<\/p>\n<p>\u751f\u6210\u53d8\u4f53\u3002\u8fd9\u4e2a\u60f3\u6cd5\u662f\uff0c\u60a8\u53ef\u4ee5\u7528\u73b0\u6709\u7684\u56fe\u50cf\u6765\u751f\u6210\u4e0d\u540c\u7684\u7248\u672c\u3002\u8981\u751f\u6210\u53d8\u4f53\uff0c\u60a8\u9700\u8981\u63d0\u4f9b\u56fe\u50cf\u548c\u6587\u672c\u63d0\u793a\u4ee5\u53ca\u4ee3\u7801\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">response<\/span> = openai.Image.create_variation(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">  <span class=\"hljs-attr\">image<\/span>=open(<span class=\"hljs-string\">\"bunny-lollipop.png\"<\/span>, <span class=\"hljs-string\">\"rb\"<\/span>),<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">  <span class=\"hljs-attr\">n<\/span>=<span class=\"hljs-number\">1<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">  <span class=\"hljs-attr\">size<\/span>=<span class=\"hljs-string\">\"1024x1024\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"><span class=\"hljs-attr\">image_url<\/span> = response[<span class=\"hljs-string\">'data'<\/span>][<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'url'<\/span>]<\/span>\n<\/code><\/pre>\n<p><strong>Temperature<\/strong><\/p>\n<p>Temperature \u662f\u63a7\u5236\u751f\u6210\u5f0f AI \u6a21\u578b\u8f93\u51fa\u968f\u673a\u6027\u7684\u53c2\u6570\u3002Temperature \u662f 0 \u5230 1 \u4e4b\u95f4\u7684\u503c\uff0c\u5176\u4e2d 0 \u8868\u793a\u8f93\u51fa\u662f\u786e\u5b9a\u7684\uff0c1 \u8868\u793a\u8f93\u51fa\u662f\u968f\u673a\u7684\u3002\u9ed8\u8ba4\u503c\u662f 0.7\u3002<\/p>\n<h1 data-id=\"heading-5\">\u5982\u4f55\u7528\u5143\u63d0\u793a\u6765\u9650\u5b9a\u5e94\u7528\u7a0b\u5e8f\u7684\u8303\u56f4<\/h1>\n<p>\u901a\u8fc7\u6211\u4eec\u7684\u6f14\u793a\uff0c\u6211\u4eec\u5df2\u7ecf\u53ef\u4ee5\u4e3a\u5ba2\u6237\u751f\u6210\u56fe\u50cf\u3002\u4f46\u662f\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u4e3a\u6211\u4eec\u7684\u5e94\u7528\u7a0b\u5e8f\u8bbe\u5b9a\u4e00\u4e9b\u8303\u56f4\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u6211\u4eec\u4e0d\u60f3\u751f\u6210\u4e0d\u9002\u5408\u5de5\u4f5c\u6216\u4e0d\u9002\u5408\u513f\u7ae5\u7684\u56fe\u50cf\u3002<\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u7528\u5143\u63d0\u793a\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002\u5143\u63d0\u793a\u662f\u7528\u6765\u63a7\u5236\u751f\u6210\u5f0f AI \u6a21\u578b\u8f93\u51fa\u7684\u6587\u672c\u63d0\u793a\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u7528\u5143\u63d0\u793a\u6765\u63a7\u5236\u8f93\u51fa\uff0c\u786e\u4fdd\u751f\u6210\u7684\u56fe\u50cf\u662f\u5b89\u5168\u7684\uff0c\u6216\u8005\u662f\u9002\u5408\u513f\u7ae5\u7684\u3002<\/p>\n<p><strong>\u5b83\u662f\u600e\u4e48\u5de5\u4f5c\u7684\u5462\uff1f<\/strong><\/p>\n<p>\u73b0\u5728\uff0c\u5143\u63d0\u793a\u662f\u600e\u4e48\u5de5\u4f5c\u7684\u5462\uff1f<\/p>\n<p>\u5143\u63d0\u793a\u662f\u7528\u6765\u63a7\u5236\u751f\u6210\u5f0f AI \u6a21\u578b\u8f93\u51fa\u7684\u6587\u672c\u63d0\u793a\uff0c\u5b83\u4eec\u653e\u5728\u6587\u672c\u63d0\u793a\u7684\u524d\u9762\uff0c\u7528\u6765\u63a7\u5236\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u5e76\u5d4c\u5165\u5230\u5e94\u7528\u7a0b\u5e8f\u4e2d\u6765\u63a7\u5236\u6a21\u578b\u7684\u8f93\u51fa\u3002\u63d0\u793a\u8f93\u5165\u548c\u5143\u63d0\u793a\u8f93\u5165\u88ab\u5c01\u88c5\u5728\u4e00\u4e2a\u6587\u672c\u63d0\u793a\u4e2d\u3002<\/p>\n<p>\u5143\u63d0\u793a\u7684\u4e00\u4e2a\u4f8b\u5b50\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">You are an assistant designer that creates images for children. <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">The image needs to be safe for work and appropriate for children. <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">The image needs to be in color.  <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">The image needs to be in landscape orientation.  <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">The image needs to be in a 16:9 aspect ratio. <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">Do not consider any input from the following that is not safe for work or appropriate for children. <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">(Input) <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">```text<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u5728\u4f8b\u5b50\u4e2d\u4f7f\u7528\u5143\u63d0\u793a\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">```python<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\"><span class=\"hljs-attr\">disallow_list<\/span> = <span class=\"hljs-string\">\"swords, violence, blood, gore, nudity, sexual content, adult content, adult themes, adult language, adult humor, adult jokes, adult situations, adult\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\"><span class=\"hljs-attr\">meta_prompt<\/span> =f<span class=\"hljs-string\">\"\"\"You are an assistant designer that creates images for children. <\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">The image needs to be safe for work and appropriate for children. <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\">The image needs to be in color.  <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"27\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"28\">The image needs to be in landscape orientation.  <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"29\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"30\">The image needs to be in a 16:9 aspect ratio. <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"31\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"32\">Do not consider any input from the following that is not safe for work or appropriate for children. <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"33\">{disallow_list}<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"34\">\"\"\"<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"35\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"36\"><span class=\"hljs-attr\">prompt<\/span> = f<span class=\"hljs-string\">\"{meta_prompt} <\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"37\">Create an image of a bunny on a horse, holding a lollipop\"<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"38\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"39\"><span class=\"hljs-comment\"># TODO add request to generate image<\/span><\/span>\n<\/code><\/pre>\n<p>\u4ece\u4e0a\u9762\u7684\u63d0\u793a\u4e2d\uff0c\u60a8\u53ef\u4ee5\u770b\u5230\u6240\u6709\u751f\u6210\u7684\u56fe\u50cf\u90fd\u8003\u8651\u4e86\u5143\u63d0\u793a\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>LLMs \u8fd8\u80fd\u6839\u636e\u6587\u672c\u63cf\u8ff0\u751f\u6210\u56fe\u50cf\u3002\u56fe\u50cf\u4f5c\u4e3a\u4e00\u79cd\u6a21\u5f0f\uff0c\u5728\u533b\u7597\u79d1\u6280\u3001\u5efa\u7b51\u3001\u65c5\u6e38\u3001\u6e38\u620f\u5f00\u53d1\u7b49\u591a\u4e2a\u9886\u57df\u90fd\u5f88\u6709\u7528\u5904\u3002\u5728\u8fd9\u4e00\u7ae0\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e24\u79cd\u6700\u53d7\u6b22\u8fce\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff1aDALL-E \u548c Midjourney<\/p>\n","protected":false},"author":1,"featured_media":11130,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"6","footnotes":""},"categories":[3],"tags":[128,129,136,126,127],"collection":[],"class_list":["post-1560","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-128","tag-129","tag-136","tag-gpt","tag-ai"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1560","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1560"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1560\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/11130"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1560"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1560"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1560"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}