├── .devcontainer └── devcontainer.json ├── .gitignore ├── LICENSE ├── README.md ├── imgs ├── 05CreateCodeSpace.png ├── 10SampleCode.png ├── 15Samplerun.png └── SK and GH Models.png └── src ├── GithubModelsAndSemanticKernel.sln ├── Program.cs └── sk-ghmodels-01.csproj /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "Ollama with Phi-3", 3 | "image": "mcr.microsoft.com/dotnet/sdk:8.0", 4 | "features": { 5 | "ghcr.io/devcontainers/features/docker-in-docker:2": {}, 6 | "ghcr.io/devcontainers/features/github-cli:1": {}, 7 | "ghcr.io/devcontainers/features/common-utils:2": {}, 8 | "ghcr.io/devcontainers/features/dotnet:2": { 9 | "version": "none", 10 | "dotnetRuntimeVersions": "8.0", 11 | "aspNetCoreRuntimeVersions": "8.0" 12 | }, 13 | "sshd": "latest" 14 | }, 15 | "customizations": { 16 | "vscode": { 17 | "extensions": [ 18 | "ms-vscode.vscode-node-azure-pack", 19 | "github.vscode-github-actions", 20 | "ms-dotnettools.csdevkit", 21 | "ms-dotnettools.vscode-dotnet-runtime", 22 | "github.copilot", 23 | "ms-azuretools.vscode-docker" 24 | ] 25 | } 26 | }, 27 | "forwardPorts": [ 28 | 32000, 29 | 32001 30 | ], 31 | "postCreateCommand": "", 32 | "postStartCommand": "", 33 | "remoteUser": "vscode", 34 | "hostRequirements": { 35 | "memory": "4gb", 36 | "cpus": 2 37 | }, 38 | "portsAttributes": { 39 | "32001": { 40 | "label": "Back End" 41 | }, 42 | "32000": { 43 | "label": "Front End" 44 | } 45 | } 46 | } 47 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | ## 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IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # GitHub Models and Semantic Kernel Sample 2 | 3 | [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](/LICENSE) 4 | [![Twitter: elbruno](https://img.shields.io/twitter/follow/elbruno.svg?style=social)](https://twitter.com/elbruno) 5 | ![GitHub: elbruno](https://img.shields.io/github/followers/elbruno?style=social) 6 | 7 | This project is designed to be opened in GitHub Codespaces as an easy way for anyone to try out the GitHub Models entirely in the browser. 8 | 9 | 1. Create a new Codespace using the `Code` button at the top of the repository. 10 | ![create Codespace](./imgs/05CreateCodeSpace.png) 11 | 12 | 1. Generate a [GitHub Personal Access Token (PAT)](https://github.com/settings/tokens) 13 | 14 | 1. Open terminal, and navigate to the the src folder. 15 | 16 | ```bash 17 | cd src 18 | ``` 19 | 20 | 1. Save the PAT as a User Secret with the following command: 21 | 22 | ```bash 23 | dotnet user-secrets init 24 | dotnet user-secrets set "GH_PAT" "< PAT >" 25 | ``` 26 | 27 | 1. Select a model from the [GitHub Model Marketplace](https://github.com/marketplace/models). For the current demo, we will use [Phi-3.5-mini instruct (128k)](https://github.com/marketplace/models/azureml/Phi-3-5-mini-instruct) 28 | 29 | 1. Edit the file [program.cs](./src/Program.cs). Complete the following information: 30 | 31 | - ModelId 32 | - Uri Endpoint 33 | 34 | Your code should look like this: 35 | 36 | ![sample code](./imgs/10SampleCode.png) 37 | 38 | 1. In the terminal, run the project with the command: 39 | 40 | ```bash 41 | dotnet run 42 | ``` 43 | 44 | The app should run a chat using the selected mode in the terminal. 45 | ![sample running project](./imgs/15Samplerun.png) 46 | 47 | ## Video Tutorials 48 | 49 | If you want to learn more about how to use this repo, check the following videos: 50 | 51 | ### GitHub Models and Semantic Kernel 52 | 53 | [![GitHub Models and Semantic Kernel](./imgs/SK%20and%20GH%20Models.png)](https://youtu.be/tVgQChnPqc0) 54 | 55 | ## References 56 | 57 | - [GitHub Models](https://github.com/marketplace/models) 58 | - [GitHub Models - Rate Limits](https://docs.github.com/en/github-models/prototyping-with-ai-models#rate-limits) 59 | - [Semantic Kernel main repository](https://github.com/microsoft/semantic-kernel) 60 | - [Phi-3 Cookbook](https://aka.ms/Phi-3CookBook) 61 | 62 | ## Author 63 | 64 | 👤 **Bruno Capuano** 65 | 66 | * Website: https://elbruno.com 67 | * Twitter: [@elbruno](https://twitter.com/elbruno) 68 | * Github: [@elbruno](https://github.com/elbruno) 69 | * LinkedIn: [@elbruno](https://linkedin.com/in/elbruno) 70 | 71 | ## 🤝 Contributing 72 | 73 | Contributions, issues and feature requests are welcome! 74 | 75 | Feel free to check [issues page](https://github.com/elbruno/phi3-labs//issues). 76 | 77 | ## Show your support 78 | 79 | Give a ⭐️ if this project helped you! 80 | 81 | 82 | ## 📝 License 83 | 84 | Copyright © 2024 [Bruno Capuano](https://github.com/elbruno). 85 | 86 | This project is [MIT](/LICENSE) licensed. 87 | 88 | *** 89 | -------------------------------------------------------------------------------- /imgs/05CreateCodeSpace.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elbruno/GithubModelsAndSemanticKernel/7cf9d98da74c30e96a1be2c1b6d9161befadd288/imgs/05CreateCodeSpace.png -------------------------------------------------------------------------------- /imgs/10SampleCode.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elbruno/GithubModelsAndSemanticKernel/7cf9d98da74c30e96a1be2c1b6d9161befadd288/imgs/10SampleCode.png -------------------------------------------------------------------------------- /imgs/15Samplerun.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elbruno/GithubModelsAndSemanticKernel/7cf9d98da74c30e96a1be2c1b6d9161befadd288/imgs/15Samplerun.png -------------------------------------------------------------------------------- /imgs/SK and GH Models.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elbruno/GithubModelsAndSemanticKernel/7cf9d98da74c30e96a1be2c1b6d9161befadd288/imgs/SK and GH Models.png -------------------------------------------------------------------------------- /src/GithubModelsAndSemanticKernel.sln: -------------------------------------------------------------------------------- 1 |  2 | Microsoft Visual Studio Solution File, Format Version 12.00 3 | # Visual Studio Version 17 4 | VisualStudioVersion = 17.5.002.0 5 | MinimumVisualStudioVersion = 10.0.40219.1 6 | Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "sk-ghmodels-01", "sk-ghmodels-01.csproj", "{50B89113-A04E-4641-93C0-758597A06BE2}" 7 | EndProject 8 | Global 9 | GlobalSection(SolutionConfigurationPlatforms) = preSolution 10 | Debug|Any CPU = Debug|Any CPU 11 | Release|Any CPU = Release|Any CPU 12 | EndGlobalSection 13 | GlobalSection(ProjectConfigurationPlatforms) = postSolution 14 | {50B89113-A04E-4641-93C0-758597A06BE2}.Debug|Any CPU.ActiveCfg = Debug|Any CPU 15 | {50B89113-A04E-4641-93C0-758597A06BE2}.Debug|Any CPU.Build.0 = Debug|Any CPU 16 | {50B89113-A04E-4641-93C0-758597A06BE2}.Release|Any CPU.ActiveCfg = Release|Any CPU 17 | {50B89113-A04E-4641-93C0-758597A06BE2}.Release|Any CPU.Build.0 = Release|Any CPU 18 | EndGlobalSection 19 | GlobalSection(SolutionProperties) = preSolution 20 | HideSolutionNode = FALSE 21 | EndGlobalSection 22 | GlobalSection(ExtensibilityGlobals) = postSolution 23 | SolutionGuid = {C56EBC21-8FCF-4CBB-95D1-D37566A956FE} 24 | EndGlobalSection 25 | EndGlobal 26 | -------------------------------------------------------------------------------- /src/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) 2024 2 | // Author : Bruno Capuano 3 | // Change Log : 4 | // - Sample console application to use OpenAI and Semantic Kernel 5 | // 6 | // The MIT License (MIT) 7 | // 8 | // Permission is hereby granted, free of charge, to any person obtaining a copy 9 | // of this software and associated documentation files (the "Software"), to deal 10 | // in the Software without restriction, including without limitation the rights 11 | // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 12 | // copies of the Software, and to permit persons to whom the Software is 13 | // furnished to do so, subject to the following conditions: 14 | // 15 | // The above copyright notice and this permission notice shall be included in 16 | // all copies or substantial portions of the Software. 17 | // 18 | // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 19 | // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 20 | // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 21 | // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 22 | // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 23 | // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 24 | // THE SOFTWARE. 25 | 26 | 27 | using Microsoft.Extensions.Configuration; 28 | using Microsoft.SemanticKernel; 29 | using Microsoft.SemanticKernel.ChatCompletion; 30 | using OpenAI; 31 | using System.ClientModel; 32 | using System.Text; 33 | 34 | // Create a chat completion service with a model from GitHub Models 35 | var config = new ConfigurationBuilder().AddUserSecrets().Build(); 36 | var modelId = config["GHMODELS_PHI35_NAME"]; 37 | var uri = config["GHMODELS_PHI35_URI"]; 38 | var githubPAT = config["GH_PAT"]; 39 | 40 | // create client 41 | var client = new OpenAIClient(new ApiKeyCredential(githubPAT), new OpenAIClientOptions { Endpoint = new Uri(uri) }); 42 | 43 | // Create a chat completion service 44 | var builder = Kernel.CreateBuilder(); 45 | builder.AddOpenAIChatCompletion(modelId, client); 46 | 47 | // Get the chat completion service 48 | Kernel kernel = builder.Build(); 49 | var chat = kernel.GetRequiredService(); 50 | 51 | var history = new ChatHistory(); 52 | history.AddSystemMessage("You are a useful chatbot. If you don't know an answer, say 'I don't know!'. Always reply in a funny ways. Use emojis if possible."); 53 | 54 | while (true) 55 | { 56 | Console.Write("Q: "); 57 | var userQ = Console.ReadLine(); 58 | if (string.IsNullOrEmpty(userQ)) 59 | { 60 | break; 61 | } 62 | history.AddUserMessage(userQ); 63 | 64 | var sb = new StringBuilder(); 65 | var result = chat.GetStreamingChatMessageContentsAsync(history); 66 | Console.Write("AI: "); 67 | await foreach (var item in result) 68 | { 69 | sb.Append(item); 70 | Console.Write(item.Content); 71 | } 72 | Console.WriteLine(); 73 | 74 | history.AddAssistantMessage(sb.ToString()); 75 | } -------------------------------------------------------------------------------- /src/sk-ghmodels-01.csproj: -------------------------------------------------------------------------------- 1 |  2 | 3 | 4 | Exe 5 | net8.0 6 | sk_ghmodels_01 7 | enable 8 | enable 9 | 12dca67c-fb2c-4c2f-9149-dcaf6a5d7c9f 10 | 11 | 12 | 13 | 14 | 15 | 16 | --------------------------------------------------------------------------------