wehub-resource-sync
90 lines
3.1 KiB
Markdown
90 lines
3.1 KiB
Markdown
# Semantic Kernel: Agent syntax examples
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This project contains a collection of examples on how to use _Semantic Kernel Agents_.
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#### NuGet:
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- [Microsoft.SemanticKernel.Agents.Abstractions](https://www.nuget.org/packages/Microsoft.SemanticKernel.Agents.Abstractions)
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- [Microsoft.SemanticKernel.Agents.Core](https://www.nuget.org/packages/Microsoft.SemanticKernel.Agents.Core)
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- [Microsoft.SemanticKernel.Agents.OpenAI](https://www.nuget.org/packages/Microsoft.SemanticKernel.Agents.OpenAI)
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#### Source
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- [Semantic Kernel Agent Framework](https://github.com/microsoft/semantic-kernel/tree/main/dotnet/src/Agents)
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The examples can be run as integration tests but their code can also be copied to stand-alone programs.
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## Examples
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The concept agents examples are grouped by prefix:
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Prefix|Description
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---|---
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OpenAIAssistant|How to use agents based on the [Open AI Assistant API](https://platform.openai.com/docs/assistants).
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MixedChat|How to combine different agent types.
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ComplexChat|How to deveop complex agent chat solutions.
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Legacy|How to use the legacy _Experimental Agent API_.
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## Legacy Agents
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Support for the OpenAI Assistant API was originally published in `Microsoft.SemanticKernel.Experimental.Agents` package:
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[Microsoft.SemanticKernel.Experimental.Agents](https://github.com/microsoft/semantic-kernel/tree/main/dotnet/src/Experimental/Agents)
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This package has been superseded by _Semantic Kernel Agents_, which includes support for Open AI Assistant agents.
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## Running Examples
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Examples may be explored and ran within _Visual Studio_ using _Test Explorer_.
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You can also run specific examples via the command-line by using test filters (`dotnet test --filter`). Type `dotnet test --help` at the command line for more details.
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Example:
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```
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dotnet test --filter OpenAIAssistant_CodeInterpreter
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```
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## Configuring Secrets
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Each example requires secrets / credentials to access OpenAI or Azure OpenAI.
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We suggest using .NET [Secret Manager](https://learn.microsoft.com/en-us/aspnet/core/security/app-secrets) to avoid the risk of leaking secrets into the repository, branches and pull requests. You can also use environment variables if you prefer.
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To set your secrets with .NET Secret Manager:
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1. Navigate the console to the project folder:
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```
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cd dotnet/samples/GettingStartedWithAgents
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```
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2. Examine existing secret definitions:
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```
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dotnet user-secrets list
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```
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3. If needed, perform first time initialization:
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```
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dotnet user-secrets init
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```
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4. Define secrets for either Open AI:
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```
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dotnet user-secrets set "OpenAI:ChatModelId" "..."
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dotnet user-secrets set "OpenAI:ApiKey" "..."
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```
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5. Or Azure Open AI:
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```
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dotnet user-secrets set "AzureOpenAI:DeploymentName" "..."
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dotnet user-secrets set "AzureOpenAI:ChatDeploymentName" "..."
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dotnet user-secrets set "AzureOpenAI:Endpoint" "https://... .openai.azure.com/"
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dotnet user-secrets set "AzureOpenAI:ApiKey" "..."
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```
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> NOTE: Azure secrets will take precedence, if both Open AI and Azure Open AI secrets are defined, unless `ForceOpenAI` is set:
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```
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protected override bool ForceOpenAI => true;
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```
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