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.github/copilot-instructions.md

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## Example Implementation
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- @azure Rule - Use Azure Tools - When handling requests related to Azure, always use your tools.
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- @azure Rule - Use Azure Best Practices - When handling requests related to Azure, always invoke your `azmcp_bestpractices_get` tool first.
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- @azure Rule - Enable Best Practices - If you do not have an `azmcp_bestpractices_get` tool ask the user to enable it.

AgentCompact.cs

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using System.Threading.Tasks;
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namespace Agent_Llama;
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namespace Agent_Ollama;
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// Suppress MEAI001 diagnostic for evaluation-only API usage
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#pragma warning disable MEAI001
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<PackageReference Include="Microsoft.SemanticKernel.Connectors.InMemory" Version="1.67.1-preview" />
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<PackageReference Include="Microsoft.SemanticKernel.Connectors.Ollama" Version="1.67.1-alpha" />
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<PackageReference Include="Microsoft.SemanticKernel.Connectors.SqliteVec" Version="1.74.0-preview" />
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<PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.67.1" />
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<PackageReference Include="Microsoft.VisualStudio.Azure.Containers.Tools.Targets" Version="1.23.0-preview.4" />
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<PackageReference Include="NAudio" Version="2.3.0" />
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<PackageReference Include="OllamaSharp" Version="5.4.18" />
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<PackageReference Include="PdfPig" Version="0.1.13-alpha-20251122-37a5d" />
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<PackageReference Include="Spectre.Console" Version="0.54.1-alpha.0.7" />

Agent_Llama.sln renamed to Agent_Ollama.sln

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Microsoft Visual Studio Solution File, Format Version 12.00
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# Visual Studio Version 18
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VisualStudioVersion = 18.6.11723.189 insiders
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# Visual Studio Version 17
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VisualStudioVersion = 17.14.37301.10 d17.14
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MinimumVisualStudioVersion = 10.0.40219.1
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Agent_Llama", "Agent_Llama.csproj", "{7EB02B75-BE97-4B08-9121-02FC80B280E7}"
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Agent_Ollama", "Agent_Ollama.csproj", "{7EB02B75-BE97-4B08-9121-02FC80B280E7}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution

AtoA.cs

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using System.Threading.Tasks;
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using A2A;
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namespace Agent_Llama
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namespace Agent_Ollama
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{
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public class AtoA : IOllamaBase
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{

BusinessInsurance.pdf

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DocumentChunk.cs

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using System.Text;
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using Microsoft.Extensions.VectorData;
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namespace Agent_Llama;
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namespace Agent_Ollama;
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/*
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use TODO

DotNetAI.cs

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using System.Collections.Generic;
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using System.Linq;
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namespace Agent_Llama;
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namespace Agent_Ollama;
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#pragma warning disable MEAI001
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IOllamaBase.cs

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using System.Runtime.InteropServices;
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using System.Text.Json;
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using System.Threading.Tasks;
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//using static Agent_Llama.AgentStructuredOutput;
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//using static
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//.AgentStructuredOutput;
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//using static System.Net.Mime.MediaTypeNames;
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#pragma warning disable CA1861 // Avoid constant arrays as arguments
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#pragma warning disable SKEXP0070 // AddOllamaTextGeneration
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namespace Agent_Llama;
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namespace Agent_Ollama;
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public interface IOllamaBase
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{

InMemoryVectorStore.cs

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#pragma warning disable SKEXP0010 // response type
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*/
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namespace Agent_Llama;
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namespace Agent_Ollama;
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// HOST OLLAMA LOCALLY - DOCKER
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// https://learn.microsoft.com/en-us/semantic-kernel/concepts/ai-services/embedding-generation/?tabs=csharp-Ollama&pivots=programming-language-csharp

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