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garciadelcastillogarciadelcastillo
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Added Dall-E API examples
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‎Misc/Dall-E/README.md‎

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# Fun with Dall-E
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This repo contains a series of small apps designed to interface with the Dall-E API in different platforms, and generate images using text prompts. The examples correspond to the tutorial videos on `Fun with Dall-E` at **ParametricCamp**: [https://www.youtube.com/playlist?list=PLx3k0RGeXZ_zs3az0Z2BnpTIPH2lxQfFX](https://www.youtube.com/playlist?list=PLx3k0RGeXZ_zs3az0Z2BnpTIPH2lxQfFX)
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Most of these examples were developed in Novemeber 2022. The API might have changed, make sure to check the documentation.
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See the videos for instruction on how to setup and run the examples.

‎Misc/Dall-E/csharp/dalle-api/App.config‎

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<?xml version="1.0" encoding="utf-8" ?>
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<configuration>
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<startup>
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<supportedRuntime version="v4.0" sku=".NETFramework,Version=v4.7.2" />
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</startup>
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</configuration>

‎Misc/Dall-E/csharp/dalle-api/Program.cs‎

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using System;
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using System.Collections.Generic;
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using System.Drawing;
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using System.IO;
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using System.Linq;
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using System.Net;
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using System.Text;
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using System.Threading.Tasks;
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using Newtonsoft.Json;
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namespace dalle_api
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{
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internal class Program
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{
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static void Main(string[] args)
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{
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string url = "https://api.openai.com/v1/images/generations";
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string bearerToken = Environment.GetEnvironmentVariable("OPENAI_API_KEY");
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//string body = "{\"prompt\": \"an isometric view of a miniature city, tilt shift, bokeh, voxel, vray render, high detail\",\"n\": 2,\"size\": \"1024x1024\"}";
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string body = "{\"prompt\": \"an isometric view of a miniature city, tilt shift, bokeh, voxel, vray render, high detail\",\"n\": 2,\"size\": \"256x256\",\"response_format\":\"b64_json\"}";
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// Prepare data for the POST request
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var data = Encoding.ASCII.GetBytes(body);
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Console.WriteLine(data);
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var request = (HttpWebRequest) WebRequest.Create(url);
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request.Method = "POST";
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request.ContentType = "application/json";
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request.ContentLength = data.Length;
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// Authentication
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if (bearerToken != null)
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{
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ServicePointManager.Expect100Continue = true;
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ServicePointManager.SecurityProtocol = SecurityProtocolType.Tls12;
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request.PreAuthenticate = true;
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request.Headers.Add("Authorization", "Bearer " + bearerToken);
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}
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else
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{
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request.Credentials = CredentialCache.DefaultCredentials;
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}
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// Perform request
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using (var stream = request.GetRequestStream())
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{
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stream.Write(data, 0, data.Length);
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}
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// Retrieve response
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var response = (HttpWebResponse)request.GetResponse();
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Console.WriteLine("Request response: " + response.StatusCode);
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var responseString = new StreamReader(response.GetResponseStream()).ReadToEnd();
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//Console.WriteLine(responseString);
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// Deserialize JSON
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dynamic responseJson = JsonConvert.DeserializeObject<dynamic>(responseString);
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////Console.WriteLine(responseJson);
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//Console.WriteLine(responseJson.created);
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//Console.WriteLine(responseJson.data);
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//Console.WriteLine(responseJson.data[0].url);
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//Console.WriteLine(responseJson.data[1].url);
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for (int i =0; i < responseJson.data.Count; i++)
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{
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string base64 = responseJson.data[i].b64_json;
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//Console.WriteLine(base64);
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Bitmap img = Base64StringToBitmap(base64);
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long unixTime = ((DateTimeOffset)DateTime.Now).ToUnixTimeSeconds();
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string filename = string.Format("image_{0}_{1}.png", unixTime, i);
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img.Save(filename);
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Console.WriteLine("Saving image to " + filename);
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}
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Console.ReadKey();
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}
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// From https://softwarebydefault.com/2013/03/01/base64-strings-bitmap/
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public static Bitmap Base64StringToBitmap(string base64String)
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{
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Bitmap bmpReturn = null;
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byte[] byteBuffer = Convert.FromBase64String(base64String);
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MemoryStream memoryStream = new MemoryStream(byteBuffer);
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memoryStream.Position = 0;
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bmpReturn = (Bitmap)Bitmap.FromStream(memoryStream);
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memoryStream.Close();
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memoryStream = null;
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byteBuffer = null;
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return bmpReturn;
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}
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}
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}

‎Misc/Dall-E/csharp/dalle-api/Properties/AssemblyInfo.cs‎

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using System.Reflection;
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using System.Runtime.CompilerServices;
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using System.Runtime.InteropServices;
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// General Information about an assembly is controlled through the following
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// set of attributes. Change these attribute values to modify the information
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// associated with an assembly.
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[assembly: AssemblyTitle("dalle-api")]
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[assembly: AssemblyDescription("")]
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[assembly: AssemblyConfiguration("")]
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[assembly: AssemblyCompany("")]
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[assembly: AssemblyProduct("dalle-api")]
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[assembly: AssemblyCopyright("Copyright © 2022")]
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[assembly: AssemblyTrademark("")]
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[assembly: AssemblyCulture("")]
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// Setting ComVisible to false makes the types in this assembly not visible
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// to COM components. If you need to access a type in this assembly from
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// COM, set the ComVisible attribute to true on that type.
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[assembly: ComVisible(false)]
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// The following GUID is for the ID of the typelib if this project is exposed to COM
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[assembly: Guid("e86c7d60-d2af-440f-b85b-78dd52e7e43b")]
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// Version information for an assembly consists of the following four values:
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//
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// Major Version
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// Minor Version
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// Build Number
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// Revision
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//
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// You can specify all the values or you can default the Build and Revision Numbers
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// by using the '*' as shown below:
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// [assembly: AssemblyVersion("1.0.*")]
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[assembly: AssemblyVersion("1.0.0.0")]
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[assembly: AssemblyFileVersion("1.0.0.0")]

‎Misc/Dall-E/csharp/dalle-api/dalle-api.csproj‎

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<?xml version="1.0" encoding="utf-8"?>
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<Project ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
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<Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" />
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<PropertyGroup>
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<Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
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<Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform>
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<ProjectGuid>{E86C7D60-D2AF-440F-B85B-78DD52E7E43B}</ProjectGuid>
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<OutputType>Exe</OutputType>
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<RootNamespace>dalle_api</RootNamespace>
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<AssemblyName>dalle-api</AssemblyName>
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<TargetFrameworkVersion>v4.7.2</TargetFrameworkVersion>
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<FileAlignment>512</FileAlignment>
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<AutoGenerateBindingRedirects>true</AutoGenerateBindingRedirects>
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<Deterministic>true</Deterministic>
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</PropertyGroup>
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<PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' ">
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<PlatformTarget>AnyCPU</PlatformTarget>
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<DebugSymbols>true</DebugSymbols>
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<DebugType>full</DebugType>
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<Optimize>false</Optimize>
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<OutputPath>bin\Debug\</OutputPath>
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<DefineConstants>DEBUG;TRACE</DefineConstants>
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<ErrorReport>prompt</ErrorReport>
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<WarningLevel>4</WarningLevel>
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</PropertyGroup>
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<PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' ">
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<PlatformTarget>AnyCPU</PlatformTarget>
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<DebugType>pdbonly</DebugType>
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<Optimize>true</Optimize>
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<OutputPath>bin\Release\</OutputPath>
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<DefineConstants>TRACE</DefineConstants>
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<ErrorReport>prompt</ErrorReport>
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<WarningLevel>4</WarningLevel>
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</PropertyGroup>
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<ItemGroup>
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<Reference Include="Newtonsoft.Json, Version=13.0.0.0, Culture=neutral, PublicKeyToken=30ad4fe6b2a6aeed, processorArchitecture=MSIL">
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<HintPath>packages\Newtonsoft.Json.13.0.1\lib\net45\Newtonsoft.Json.dll</HintPath>
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</Reference>
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<Reference Include="System" />
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<Reference Include="System.Core" />
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<Reference Include="System.Drawing" />
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<Reference Include="System.Xml.Linq" />
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<Reference Include="System.Data.DataSetExtensions" />
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<Reference Include="Microsoft.CSharp" />
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<Reference Include="System.Data" />
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<Reference Include="System.Net.Http" />
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<Reference Include="System.Xml" />
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</ItemGroup>
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<ItemGroup>
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<Compile Include="Program.cs" />
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<Compile Include="Properties\AssemblyInfo.cs" />
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</ItemGroup>
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<ItemGroup>
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<None Include="App.config" />
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<None Include="packages.config" />
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</ItemGroup>
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<Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" />
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</Project>

‎Misc/Dall-E/csharp/dalle-api/dalle-api.sln‎

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Microsoft Visual Studio Solution File, Format Version 12.00
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# Visual Studio Version 17
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VisualStudioVersion = 17.3.32922.545
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MinimumVisualStudioVersion = 10.0.40219.1
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "dalle-api", "dalle-api.csproj", "{E86C7D60-D2AF-440F-B85B-78DD52E7E43B}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
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Debug|Any CPU = Debug|Any CPU
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Release|Any CPU = Release|Any CPU
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EndGlobalSection
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GlobalSection(ProjectConfigurationPlatforms) = postSolution
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{E86C7D60-D2AF-440F-B85B-78DD52E7E43B}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{E86C7D60-D2AF-440F-B85B-78DD52E7E43B}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{E86C7D60-D2AF-440F-B85B-78DD52E7E43B}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{E86C7D60-D2AF-440F-B85B-78DD52E7E43B}.Release|Any CPU.Build.0 = Release|Any CPU
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EndGlobalSection
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GlobalSection(SolutionProperties) = preSolution
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HideSolutionNode = FALSE
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EndGlobalSection
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GlobalSection(ExtensibilityGlobals) = postSolution
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SolutionGuid = {CDFEF583-76F7-48BC-8258-77F11BE7D2A3}
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EndGlobalSection
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EndGlobal

‎Misc/Dall-E/csharp/dalle-api/packages.config‎

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<?xml version="1.0" encoding="utf-8"?>
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<packages>
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<package id="Newtonsoft.Json" version="13.0.1" targetFramework="net472" />
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</packages>

‎Misc/Dall-E/grasshopper/Firefly_updated.zip‎

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‎Misc/Dall-E/grasshopper/dalle-api.gh‎

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‎Misc/Dall-E/nodejs/dalle-generate-args.js‎

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const { Configuration, OpenAIApi } = require("openai");
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const fs = require('fs');
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const commandLineArgs = require('command-line-args');
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const optionDefinitions = [
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{ name: 'prompt', alias: 'p', type: String, defaultValue: "an isometric view of a miniature city, tilt shift, bokeh, voxel, vray render, high detail" },
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{ name: 'number', alias: 'n', type: Number, defaultValue: 1 },
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{ name: 'size', alias: 's', type: Number, defaultValue: 256 },
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];
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const options = commandLineArgs(optionDefinitions);
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const key = process.env.OPENAI_API_KEY;
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const configuration = new Configuration({
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apiKey: key
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});
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const openai = new OpenAIApi(configuration);
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const predict = async function () {
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const response = await openai.createImage({
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prompt: options.prompt,
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n: options.number,
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size: `${options.size}x${options.size}`,
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response_format: 'b64_json',
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});
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return response.data;
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}
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predict()
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.then(
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response => {
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const now = Date.now();
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for (let i = 0; i < response.data.length; i++) {
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const b64 = response.data[i]['b64_json'];
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const buffer = Buffer.from(b64, "base64");
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const filename = `image_${now}_${i}.png`;
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console.log("Writing image " + filename);
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fs.writeFileSync(filename, buffer);
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}
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}
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)
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