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Merge branch 'main' into feature/claude
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‎Examples/Examples.SimpleConsole/Program.cs‎

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var model = AIHub.Model();
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var m = model.GetModel("gemma3:4b");
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var x = model.GetModel("llama3.2:3b");
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await model.DownloadAsync(x.Name);
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‎Examples/Examples/Agents/AgentWithKnowledgeFileExample.cs‎

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using Examples.Utils;
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using MaIN.Core.Hub;
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using MaIN.Core.Hub.Utils;
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using MaIN.Domain.Entities.Agents.AgentSource;
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using Microsoft.Identity.Client;
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namespace Examples.Agents;
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public class AgentWithKnowledgeFileExample : IExample
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{
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public async Task Start()
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{
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Console.WriteLine("Agent with knowledge base example");
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AIHub.Extensions.DisableLLamaLogs();
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var context = await AIHub.Agent()
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.WithModel("gemma3:4b")
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.WithInitialPrompt("""
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You are a helpful assistant that answers questions about a company. Try to
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help employees find answers to their questions. Company you work for is TechVibe Solutions.
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""")
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.WithKnowledge(KnowledgeBuilder.Instance
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.AddFile("people.md", "./Files/Knowledge/people.md",
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tags: ["workers", "employees", "company"])
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.AddFile("organization.md", "./Files/Knowledge/organization.md",
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tags:["company structure", "company policy", "company culture", "company overview"])
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.AddFile("events.md", "./Files/Knowledge/events.md",
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tags: ["company events", "company calendar", "company agenda"])
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.AddFile("office_layout.md", "./Files/Knowledge/office_layout.md",
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tags: ["company layout", "company facilities", "company environment", "office items", "supplies"]))
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.WithSteps(StepBuilder.Instance
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.AnswerUseKnowledge()
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.Build())
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.CreateAsync();
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var result = await context
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.ProcessAsync("Hey! Where I can find some printer paper?");
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Console.WriteLine(result.Message.Content);;
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}
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}

‎Examples/Examples/Agents/AgentWithKnowledgeWebExample.cs‎

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using Examples.Utils;
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using MaIN.Core.Hub;
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using MaIN.Core.Hub.Utils;
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using MaIN.Domain.Entities;
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using MaIN.Domain.Entities.Agents.AgentSource;
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using Microsoft.Identity.Client;
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namespace Examples.Agents;
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public class AgentWithKnowledgeWebExample : IExample
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{
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public async Task Start()
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{
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Console.WriteLine("Piano Learning Assistant with Focused Knowledge Sources");
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AIHub.Extensions.DisableLLamaLogs();
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var context = await AIHub.Agent()
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.WithModel("llama3.2:3b")
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.WithMemoryParams(new MemoryParams(){ContextSize = 2137})
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.WithInitialPrompt("""
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You are an expert piano instructor specializing in teaching specific pieces,
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techniques, and solving common playing problems. Help students learn exact
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fingerings, chord progressions, and troubleshoot technical issues with
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detailed, step-by-step guidance for both classical and popular music.
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""")
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.WithKnowledge(KnowledgeBuilder.Instance
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.AddUrl("piano_scales_major", "https://www.pianoscales.org/major.html",
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tags: ["scale_fingerings", "c_major_scale", "d_major_scale", "fingering_patterns"])
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.AddUrl("piano_chord_database", "https://www.pianochord.org/",
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tags: ["chord_fingerings", "cmaj7_chord", "chord_inversions", "left_hand_chords"])
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.AddUrl("fundamentals_practice_book", "https://fundamentals-of-piano-practice.readthedocs.io/",
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tags: ["memorization_techniques", "mental_play_method", "practice_efficiency", "difficult_passages"])
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.AddUrl("hanon_exercises", "https://www.hanon-online.com/",
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tags: ["hanon_exercises", "finger_independence", "daily_technical_work", "exercise_1_through_20"])
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.AddUrl("sheet_music_reading",
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"https://www.simplifyingtheory.com/how-to-read-sheet-music-for-beginners/",
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tags: ["bass_clef_reading", "treble_clef_notes", "note_identification", "staff_reading_speed"])
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.AddUrl("piano_fundamentals", "https://music2me.com/en/magazine/learn-piano-in-13-steps",
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tags: ["proper_posture", "finger_numbering", "hand_position", "keyboard_orientation"])
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.AddUrl("theory_lessons", "https://www.8notes.com/theory/",
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tags: ["interval_identification", "key_signatures", "circle_of_fifths", "time_signatures"])
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.AddUrl("piano_terms", "https://www.libertyparkmusic.com/musical-terms-learning-piano/",
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tags: ["dynamics_markings", "tempo_markings", "articulation_symbols", "expression_terms"]))
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.WithSteps(StepBuilder.Instance
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.AnswerUseKnowledge()
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.Build())
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.CreateAsync();
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var result = await context
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.ProcessAsync("I want to learn the C major scale. What's the exact fingering pattern for both hands?" + "I want short and concrete answer");
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Console.WriteLine(result.Message.Content);
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}
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}

‎Examples/Examples/Chat/ChatExample.cs‎

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{
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Console.WriteLine("ChatExample is running!");
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var context = AIHub.Chat().WithModel("gemma2:2b");
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await context
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await AIHub.Chat()
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.WithModel("gemma2:2b")
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.WithMessage("Where do hedgehogs goes at night?")
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.CompleteAsync(interactive: true);
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}

‎Examples/Examples/Chat/ChatWithImageGenOpenAiExample.cs‎

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using Examples.Utils;
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using MaIN.Core.Hub;
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using MaIN.Domain.Models;
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namespace Examples;
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var result = await AIHub.Chat()
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.EnableVisual()
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.WithModel("dall-e-3")
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.WithMessage("Generate rock style cow playing guitar")
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.CompleteAsync();
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‎Examples/Examples/Chat/ChatWithTextToSpeechExample.cs‎

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using MaIN.Core.Hub;
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using MaIN.Domain.Entities;
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using MaIN.Services.Services.TTSService;
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namespace Examples;
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public class ChatWithTextToSpeechExample : IExample
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{
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private const string VoicePath = "<your-path-to-voices>";
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public async Task Start()
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{
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Console.WriteLine("ChatWithTextToSpeech is running! Put on your headphones and press any key.");
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Console.ReadKey();
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VoiceService.SetVoicesPath(VoicePath);
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var voice = VoiceService.GetVoice("af_heart")
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.MixWith(VoiceService.GetVoice("bf_emma"));
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await AIHub.Chat().WithModel("gemma2:2b")
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.WithMessage("Generate a 4 sentence poem.")
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.Speak(new TextToSpeechParams("kokoro:82m", voice, true))
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.CompleteAsync(interactive: true);
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Console.WriteLine("Done!");
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Console.ReadKey();
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}
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}

‎Examples/Examples/Examples.csproj‎

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<None Update="Files\Books.json">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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<None Update="Files\Knowledge\events.md">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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<None Update="Files\Knowledge\office_layout.md">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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<None Update="Files\Knowledge\organization.md">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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<None Update="Files\Knowledge\people.md">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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</ItemGroup>
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</Project>

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