{"id":6493,"date":"2024-07-26T22:43:13","date_gmt":"2024-07-26T14:43:13","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=6493"},"modified":"2024-12-13T21:03:17","modified_gmt":"2024-12-13T13:03:17","slug":"%e6%8e%a2%e7%b4%a2%e6%96%b0%e7%9a%84-gpt-4o-%e6%a8%a1%e5%9e%8b%e5%8a%9f%e8%83%bd","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=6493","title":{"rendered":"\u63a2\u7d22\u65b0\u7684 GPT-4o \u6a21\u578b\u529f\u80fd"},"content":{"rendered":"\n<p>2024-07-25 | Guilherme Rocha<\/p>\n\n\n\n<p>\u4e0a\u500b\u670813\u865f\uff0cOpenAI \u5728 Google I\/O \u6d3b\u52d5\u524d\u4e00\u5929\u5ba3\u5e03\u4e86\u4ed6\u5011\u7684\u6700\u65b0\u6a21\u578b GPT-4o\uff0c\u8b93\u5927\u5bb6\u5927\u5403\u4e00\u9a5a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GPT-4o \u662f\u4ec0\u9ebc\uff1f<\/h3>\n\n\n\n<p>GPT-4o\uff08\u201co\u201d\u4ee3\u8868\u201comni\u201d\uff09\u662f\u4e0b\u4e00\u4ee3\u6a21\u578b\uff0c\u80fd\u8655\u7406\u6587\u672c\u3001\u97f3\u983b\u548c\u8996\u983b\u8f38\u5165\uff0c\u4e26\u751f\u6210\u6587\u672c\u3001\u97f3\u983b\u548c\u5716\u50cf\u683c\u5f0f\u7684\u8f38\u51fa\u3002\u9019\u7a2e\u7d71\u4e00\u65b9\u6cd5\u610f\u5473\u8457\u6240\u6709\u8f38\u5165\u90fd\u7531\u540c\u4e00\u795e\u7d93\u7db2\u7d61\u8655\u7406\uff0c\u5f9e\u800c\u5e36\u4f86\u66f4\u9023\u8cab\u548c\u5e73\u6ed1\u7684\u4e92\u52d5\u3002<\/p>\n\n\n\n<p>\u5b83\u5728\u82f1\u8a9e\u548c\u7de8\u78bc\u4efb\u52d9\u4e0a\u8868\u73fe\u8207 GPT-4 Turbo \u985e\u4f3c\uff0c\u4e26\u4e14\u5728\u975e\u82f1\u8a9e\u8a9e\u8a00\u7684\u6587\u672c\u8655\u7406\u65b9\u9762\u66f4\u5f37\u3002\u8a72 API \u63d0\u5347\u4e86\u901f\u5ea6\uff0c\u4e26\u964d\u4f4e\u4e86\u6210\u672c50%\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0cAPI \u53ea\u652f\u6301\u6587\u672c\u548c\u5716\u50cf\u8f38\u5165\uff0c\u4e26\u8f38\u51fa\u6587\u672c\uff0c\u4f46\u5373\u5c07\u652f\u6301\u5176\u4ed6\u6a21\u5f0f\uff0c\u5982\u97f3\u983b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u6a21\u614b\u529f\u80fd\u3001\u5be6\u6642\u4e92\u52d5\u548c\u97ff\u61c9\u80fd\u529b<\/h3>\n\n\n\n<p>\u5728 GPT-4o \u4e4b\u524d\uff0cChatGPT \u7684\u8a9e\u97f3\u6a21\u5f0f\u9700\u8981\u4e09\u500b\u7368\u7acb\u6a21\u578b\u4f86\u57f7\u884c\u4ee5\u4e0b\u4efb\u52d9\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5c07\u97f3\u983b\u8f49\u63db\u70ba\u6587\u672c<\/li>\n\n\n\n<li>\u8655\u7406\u8f38\u5165\u548c\u8f38\u51fa\u6587\u672c<\/li>\n\n\n\n<li>\u5c07\u6587\u672c\u8f49\u56de\u97f3\u983b<\/li>\n<\/ol>\n\n\n\n<p>\u8a72\u6a21\u578b\u7121\u6cd5\u6709\u6548\u8655\u7406\u8a9e\u6c23\u3001\u591a\u4eba\u5c0d\u8a71\u6216\u80cc\u666f\u566a\u97f3\uff0c\u4e5f\u7121\u6cd5\u8f38\u51fa\u7b11\u8072\u3001\u6b4c\u8072\u6216\u60c5\u611f\u3002<\/p>\n\n\n\n<p>GPT-4o \u73fe\u5728\u5c07\u9019\u4e9b\u529f\u80fd\u6574\u5408\u5230\u4e00\u500b\u6a21\u578b\u4e2d\uff0c\u66f4\u6709\u6548\u5730\u7406\u89e3\u548c\u8f38\u51fa\u60c5\u611f\u3002\u5b83\u9084\u80fd\u6a21\u4eff\u4eba\u985e\u5c0d\u8a71\u4e2d\u7684\u97ff\u61c9\u6642\u9593\uff0c\u5e73\u5747\u70ba320\u6beb\u79d2\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5be6\u969b\u61c9\u7528\u2014\u2014\u5716\u50cf\u8655\u7406<\/h3>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u500b\u4f86\u81ea OpenAI \u98df\u8b5c\u7684\u5716\u50cf\u8655\u7406\u793a\u4f8b\u3002\u9996\u5148\uff0c\u5b89\u88dd\u4e26\u5347\u7d1a OpenAI SDK\uff0c\u7136\u5f8c\u521d\u59cb\u5316\u5ba2\u6236\u7aef\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pip install --upgrade openai<\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">from openai import OpenAI <br>import os<br><br>client = OpenAI(api_key=os.environ.get(\"OPENAI_API_KEY\", \"&lt;your OpenAI API key if not set as an env var&gt;\"))<\/pre>\n\n\n\n<p id=\"e05f\">GPT-4o \u53ef\u4ee5\u76f4\u63a5\u8655\u7406\u5716\u7247\u4e26\u6839\u64da\u5716\u7247\u63a1\u53d6\u667a\u80fd\u884c\u52d5\u3002\u6211\u5011\u53ef\u4ee5\u63d0\u4f9b\u5169\u7a2e\u683c\u5f0f\u7684\u5716\u7247\uff1aBase64 \u7de8\u78bc\u6216 URL\u3002<\/p>\n\n\n\n<p id=\"1bc7\">\u4ee5\u4e0b\u662f\u67e5\u770b\u6211\u5011\u5c07\u4f7f\u7528\u7684\u5716\u7247\u7684\u7a0b\u5f0f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">from IPython.display import Image, display, Audio, Markdown<br>import base64<br><br>IMAGE_PATH = \"data\/triangle.png\"<br><br># Preview image for context<br>display(Image(IMAGE_PATH))<\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:625\/0*KxinHfcUhI7tvEgT\" alt=\"Triangle with sides measuring 6, 5, and 9\"\/><figcaption class=\"wp-element-caption\"><br>\u4e09\u89d2\u5f62\u793a\u4f8b<\/figcaption><\/figure>\n<\/div>\n\n\n<p id=\"2806\">\u73fe\u5728\uff0c\u6211\u5011\u53ef\u4ee5\u5c07\u5176\u7de8\u78bc\u70ba Base64 \u4e26\u767c\u9001\u7d66\u5ba2\u6236\u7aef\uff0c\u4f8b\u5982\uff0c\u6211\u5011\u8a62\u554f\u4e09\u89d2\u5f62\u7684\u9762\u7a4d\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># Open the image file and encode it as a base64 string<br>def encode_image(image_path):<br>    with open(image_path, \"rb\") as image_file:<br>        return base64.b64encode(image_file.read()).decode(\"utf-8\")<br><br>base64_image = encode_image(IMAGE_PATH)<br><br>response = client.chat.completions.create(<br>    model=\"gpt-4o\",<br>    messages=[<br>        {\"role\": \"system\", \"content\": \"You are a helpful assistant that responds in Markdown. Help me with my math homework!\"},<br>        {\"role\": \"user\", \"content\": [<br>            {\"type\": \"text\", \"text\": \"What's the area of the triangle?\"},<br>            {\"type\": \"image_url\", \"image_url\": {<br>                \"url\": f\"data:image\/png;base64,{base64_image}\"}<br>            }<br>        ]}<br>    ],<br>    temperature=0.0,<br>)<br><br>print(response.choices[0].message.content)<\/pre>\n\n\n\n<p id=\"fad6\">\u6211\u5011\u5728\u63a7\u5236\u53f0\u4e0a\u5f97\u5230\u4e86\u6b63\u78ba\u7684\u7b54\u6848\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">To find the area of the triangle, we can use Heron's formula. First, we need to find the semi-perimeter of the triangle.<br><br>The sides of the triangle are 6, 5, and 9.<br><br>1. Calculate the semi-perimeter \\( s \\):<br>\\[ s = \\frac{a + b + c}{2} = \\frac{6 + 5 + 9}{2} = 10 \\]<br><br>2. Use Heron's formula to find the area \\( A \\):<br>\\[ A = \\sqrt{s(s-a)(s-b)(s-c)} \\]<br><br>Substitute the values:<br>\\[ A = \\sqrt{10(10-6)(10-5)(10-9)} \\]<br>\\[ A = \\sqrt{10 \\cdot 4 \\cdot 5 \\cdot 1} \\]<br>\\[ A = \\sqrt{200} \\]<br>\\[ A = 10\\sqrt{2} \\]<br><br>So, the area of the triangle is \\( 10\\sqrt{2} \\) square units.<\/pre>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"9549\">\u7d50\u8ad6<\/h1>\n\n\n\n<p id=\"4048\">\u7d50\u5408\u5305\u62ec\u97f3\u983b\u3001\u8996\u89ba\u548c\u6587\u672c\u5728\u5167\u7684\u591a\u7a2e\u8f38\u5165\u6a21\u5f0f\uff0c\u63d0\u9ad8\u4e86\u6a21\u578b\u5728\u5404\u7a2e\u4efb\u52d9\u4e0a\u7684\u6027\u80fd\u3002\u9019\u7a2e\u65b9\u6cd5\u4f7f\u5f97\u7406\u89e3\u548c\u4e92\u52d5\u66f4\u52a0\u5168\u9762\uff0c\u63a5\u8fd1\u4eba\u985e\u8655\u7406\u4fe1\u606f\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u8cc7\u6599\u4f86\u6e90:<a href=\"https:\/\/medium.com\/indiciumtech\/exploring-the-new-gpt-4o-model-capabilities-865445fd31da\">https:\/\/medium.com\/indiciumtech\/exploring-the-new-gpt-4o-model-capabilities-865445fd31da<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024-07-25 | Guilherme Rocha \u4e0a\u500b\u670813\u865f\uff0cOpenAI \u5728 Google I\/O \u6d3b\u52d5\u524d\u4e00\u5929\u5ba3\u5e03\u4e86\u4ed6\u5011\u7684\u6700\u65b0\u6a21\u578b GPT-4o\uff0c\u8b93\u5927\u5bb6\u5927\u5403\u4e00\u9a5a\u3002 GP&hellip;<\/p>\n","protected":false},"author":12,"featured_media":6505,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[579],"tags":[],"class_list":["post-6493","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-579"],"gutentor_comment":0,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2024\/07\/1_sB_uGqONnky8TOrVzh-Jjg.webp?fit=720%2C405&ssl=1","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/6493","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6493"}],"version-history":[{"count":1,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/6493\/revisions"}],"predecessor-version":[{"id":6494,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/6493\/revisions\/6494"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/media\/6505"}],"wp:attachment":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6493"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6493"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6493"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}