From d065e9def4cd578b5581c2866024848d2c8418ff Mon Sep 17 00:00:00 2001 From: Deborah Ferreira Date: Sat, 13 Apr 2024 15:18:17 +0100 Subject: [PATCH] Improving example text. --- examples/ExampleGPT4Vision.m | 42 +++++++++++++++++++++++++++++++++ examples/ExampleGPT4Vision.mlx | Bin 1373482 -> 1420757 bytes 2 files changed, 42 insertions(+) create mode 100644 examples/ExampleGPT4Vision.m diff --git a/examples/ExampleGPT4Vision.m b/examples/ExampleGPT4Vision.m new file mode 100644 index 0000000..0443516 --- /dev/null +++ b/examples/ExampleGPT4Vision.m @@ -0,0 +1,42 @@ +%% Describe Images Using ChatGPT +% This example shows how to generate image descriptions using the addUserMessageWithImages +% function. To run this example, you need a valid API key from a paid OpenAI API +% account. + +loadenv(".env") +addpath('..') +%% Load and Display Image Data +% Load the sample image from Wikipedia. Use the |imread| function to read images +% from URLs or filenames. + +image_url = 'https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg'; +im = imread(image_url); +imshow(im) +%% Generate Image Descriptions +% Ask questions about the image with the URL. Select |gpt-4-vision-preview| +% model to create a chat object + +chat = openAIChat("You are an AI assistant.", ModelName="gpt-4-vision-preview"); +%% +% Create a message and pass the image url along with the prompt. + +messages = openAIMessages; +messages = addUserMessageWithImages(messages,"What is in the image?", string(image_url)); +%% +% Generate a response. By default, the model returns a very short reponse. To +% override it, set |MaxNumTokens| to 4096 or lower. + +[txt,~,response] = generate(chat,messages,MaxNumTokens=4096); +if response.StatusCode == "OK" + wrappedText = wrapText(txt) +else + response.Body.Data.error +end +%% Helper function + +function wrappedText = wrapText(text) + wrappedText = splitSentences(text); + wrappedText = join(wrappedText,newline); +end +%% +% _Copyright 2024 The MathWorks, Inc._ \ No newline at end of file diff --git a/examples/ExampleGPT4Vision.mlx b/examples/ExampleGPT4Vision.mlx index a653dc2176dbbf56320540cf1cbe0b2d0571ec52..513c080efcae21756f91c63846e8a78baa360564 100644 GIT binary patch literal 1420757 zcmV)hK%>7t#)N?SGjyy+$UF3L;_oaaTasA!zjgkHpvz{k5RDN z##~lJ{#vQ1D{LU9&ZFhY(uD?yk71=e=rycRT}-E!N;^wvDWRSrXA>c^TU4@-z;{p~OXu?yGeZU~B0>TzDMe0ADH2LHU@CMu^_&)7nNYm%P`cRD zeekI9qPD+T@0Hovn5&L`=K01>rISTi`pl#3SBdmOLiJAf|EBOk8xdFx1kiy12dvw3 zW$?-Phc>Q3J6Yyy3`zP;BqWXqEhh*)930Bi-@3+ZIcj!Bk0{tod_Rg-8kY0m;9!STB4Ia<#%s%tXiw}?HqJ#%DmMfV?KgRtC 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