{"id":33242408,"url":"https://github.com/elliotone/sm-semantic-kernel-examples","last_synced_at":"2026-05-12T23:07:43.309Z","repository":{"id":324391821,"uuid":"1095108099","full_name":"ElliotOne/sm-semantic-kernel-examples","owner":"ElliotOne","description":"Collection of Semantic Kernel examples using a local LM Studio model.","archived":false,"fork":false,"pushed_at":"2025-11-15T13:58:30.000Z","size":122,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-11-15T15:31:26.707Z","etag":null,"topics":["csharp","dotnet","llm","lmstudio","semantickernel"],"latest_commit_sha":null,"homepage":"","language":"C#","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ElliotOne.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-11-12T15:48:46.000Z","updated_at":"2025-11-15T13:58:34.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/ElliotOne/sm-semantic-kernel-examples","commit_stats":null,"previous_names":["elliotone/sm-semantic-kernel-examples"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/ElliotOne/sm-semantic-kernel-examples","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ElliotOne%2Fsm-semantic-kernel-examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ElliotOne%2Fsm-semantic-kernel-examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ElliotOne%2Fsm-semantic-kernel-examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ElliotOne%2Fsm-semantic-kernel-examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ElliotOne","download_url":"https://codeload.github.com/ElliotOne/sm-semantic-kernel-examples/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ElliotOne%2Fsm-semantic-kernel-examples/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":284767947,"owners_count":27060132,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-11-16T02:00:05.974Z","response_time":65,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["csharp","dotnet","llm","lmstudio","semantickernel"],"created_at":"2025-11-16T20:01:23.212Z","updated_at":"2025-11-16T20:02:00.417Z","avatar_url":"https://github.com/ElliotOne.png","language":"C#","funding_links":[],"categories":[],"sub_categories":[],"readme":"# sm-semantic-kernel-examples\n\nA collection of examples demonstrating the capabilities of Microsoft Semantic Kernel with local AI models via LM Studio. This project showcases various AI-driven tasks such as chat completion, text summarization, and data analysis using a console application built with .NET 8.0.\n\n## Prerequisites\n\n- [.NET 8.0 SDK](https://dotnet.microsoft.com/download/dotnet/8.0) or later\n- [LM Studio](https://lmstudio.ai/) installed and running locally\n- A compatible model downloaded in LM Studio (e.g., deepseek/deepseek-r1-0528-qwen3-8b)\n\n## Installation\n\n1. Clone this repository:\n   ```bash\n   git clone https://github.com/your-username/sm-semantic-kernel-examples.git\n   cd sm-semantic-kernel-examples\n   ```\n\n2. Restore NuGet packages:\n   ```bash\n   dotnet restore\n   ```\n\n## Setup\n\n1. **Install and Start LM Studio:**\n   - Download and install LM Studio from [lmstudio.ai](https://lmstudio.ai/)\n   - Launch LM Studio and download the required model (deepseek/deepseek-r1-0528-qwen3-8b)\n   - Start the local server in LM Studio (typically runs on http://localhost:1234)\n\n2. **Verify Model Configuration:**\n   - Ensure the model is loaded and the server is running on the expected endpoint\n   - The application is configured to connect to `http://localhost:1234/v1`\n\n## Usage\n\nRun the console application to execute all examples:\n\n```bash\ndotnet run --project ConsoleApp1\n```\n\nThe application will run four examples sequentially, demonstrating different AI capabilities.\n\n## Examples\n\n### Example 1: Rhyming Day Check\nDemonstrates chat completion with a system prompt that enforces rhyming responses. The AI is instructed to always answer in rhymes and is given context that today is Thursday.\n\n### Example 2: Text Summarization\nShows how to use Semantic Kernel for summarizing text. It takes a description of Semantic Kernel and generates a concise summary using the local AI model.\n\n### Example 3: Number Analysis\nAnalyzes a list of numbers to find patterns, calculate averages, and describe trends. Demonstrates data analysis capabilities of the AI model.\n\n### Example 4: Number Analysis \u0026 Prediction\nExtends the number analysis by predicting the next number in a sequence. Shows advanced pattern recognition and predictive capabilities.\n\n## Dependencies\n\n- Microsoft.SemanticKernel v1.67.1\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felliotone%2Fsm-semantic-kernel-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Felliotone%2Fsm-semantic-kernel-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felliotone%2Fsm-semantic-kernel-examples/lists"}