Skip to content
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
150 changes: 75 additions & 75 deletions dotnet/samples/GettingStartedWithAgents/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
# Semantic Kernel Agents - Getting Started

This project contains a step by step guide to get started with _Semantic Kernel Agents_.
This project contains a step by step guide to get started with _Semantic Kernel Agents_.

## NuGet

Expand All @@ -20,69 +20,69 @@ The getting started with agents examples include:

### ChatCompletion

Example|Description
---|---
[Step01_Agent](./dotnet/samples/GettingStartedWithAgents/Step01_Agent.cs)|How to create and use an agent.
[Step02_Plugins](./dotnet/samples/GettingStartedWithAgents/Step02_Plugins.cs)|How to associate plug-ins with an agent.
[Step03_Chat](./dotnet/samples/GettingStartedWithAgents/Step03_Chat.cs)|How to create a conversation between agents.
[Step04_KernelFunctionStrategies](./dotnet/samples/GettingStartedWithAgents/Step04_KernelFunctionStrategies.cs)|How to utilize a `KernelFunction` as a _chat strategy_.
[Step05_JsonResult](./dotnet/samples/GettingStartedWithAgents/Step05_JsonResult.cs)|How to have an agent produce JSON.
[Step06_DependencyInjection](./dotnet/samples/GettingStartedWithAgents/Step06_DependencyInjection.cs)|How to define dependency injection patterns for agents.
[Step07_Telemetry](./dotnet/samples/GettingStartedWithAgents/Step07_Telemetry.cs)|How to enable logging for agents.
| Example | Description |
| --------------------------------------------------------------------- | ------------------------------------------------------- |
| [Step01_Agent](Step01_Agent.cs) | How to create and use an agent. |
| [Step02_Plugins](Step02_Plugins.cs) | How to associate plug-ins with an agent. |
| [Step03_Chat](Step03_Chat.cs) | How to create a conversation between agents. |
| [Step04_KernelFunctionStrategies](Step04_KernelFunctionStrategies.cs) | How to utilize a `KernelFunction` as a _chat strategy_. |
| [Step05_JsonResult](Step05_JsonResult.cs) | How to have an agent produce JSON. |
| [Step06_DependencyInjection](Step06_DependencyInjection.cs) | How to define dependency injection patterns for agents. |
| [Step07_Telemetry](Step07_Telemetry.cs) | How to enable logging for agents. |

### Open AI Assistant

Example|Description
---|---
[Step01_Assistant](./dotnet/samples/GettingStartedWithAgents/OpenAIAssistant/Step01_Assistant.cs)|How to create an Open AI Assistant agent.
[Step02_Assistant_Plugins](./dotnet/samples/GettingStartedWithAgents/OpenAIAssistant/Step02_Assistant_Plugins.cs)|How to create an Open AI Assistant agent.
[Step03_Assistant_Vision](./dotnet/samples/GettingStartedWithAgents/OpenAIAssistant/Step03_Assistant_Vision.cs)|How to provide an image as input to an Open AI Assistant agent.
[Step04_AssistantTool_CodeInterpreter_](./dotnet/samples/GettingStartedWithAgents/OpenAIAssistant/Step04_AssistantTool_CodeInterpreter.cs)|How to use the code-interpreter tool for an Open AI Assistant agent.
[Step05_AssistantTool_FileSearch](./dotnet/samples/GettingStartedWithAgents/OpenAIAssistant/Step05_AssistantTool_FileSearch.cs)|How to use the file-search tool for an Open AI Assistant agent.
| Example | Description |
| ----------------------------------------------------------------------------------------------- | -------------------------------------------------------------------- |
| [Step01_Assistant](OpenAIAssistant/Step01_Assistant.cs) | How to create an Open AI Assistant agent. |
| [Step02_Assistant_Plugins](OpenAIAssistant/Step02_Assistant_Plugins.cs) | How to create an Open AI Assistant agent. |
| [Step03_Assistant_Vision](OpenAIAssistant/Step03_Assistant_Vision.cs) | How to provide an image as input to an Open AI Assistant agent. |
| [Step04_AssistantTool_CodeInterpreter](OpenAIAssistant/Step04_AssistantTool_CodeInterpreter.cs) | How to use the code-interpreter tool for an Open AI Assistant agent. |
| [Step05_AssistantTool_FileSearch](OpenAIAssistant/Step05_AssistantTool_FileSearch.cs) | How to use the file-search tool for an Open AI Assistant agent. |

### Azure AI Agent

Example|Description
---|---
[Step01_AzureAIAgent](./dotnet/samples/GettingStartedWithAgents/AzureAIAgent/Step01_AzureAIAgent.cs)|How to create an `AzureAIAgent`.
[Step02_AzureAIAgent_Plugins](./dotnet/samples/GettingStartedWithAgents/AzureAIAgent/Step02_AzureAIAgent_Plugins.cs)|How to create an `AzureAIAgent`.
[Step03_AzureAIAgent_Chat](./dotnet/samples/GettingStartedWithAgents/AzureAIAgent/Step03_AzureAIAgent_Chat.cs)|How create a conversation with `AzureAIAgent`s.
[Step04_AzureAIAgent_CodeInterpreter](./dotnet/samples/GettingStartedWithAgents/AzureAIAgent/Step04_AzureAIAgent_CodeInterpreter.cs)|How to use the code-interpreter tool for an `AzureAIAgent`.
[Step05_AzureAIAgent_FileSearch](./dotnet/samples/GettingStartedWithAgents/AzureAIAgent/Step05_AzureAIAgent_FileSearch.cs)|How to use the file-search tool for an `AzureAIAgent`.
[Step06_AzureAIAgent_OpenAPI](./dotnet/samples/GettingStartedWithAgents/AzureAIAgent/Step06_AzureAIAgent_OpenAPI.cs)|How to use the Open API tool for an `AzureAIAgent`.
| Example | Description |
| ------------------------------------------------------------------------------------------ | ----------------------------------------------------------- |
| [Step01_AzureAIAgent](AzureAIAgent/Step01_AzureAIAgent.cs) | How to create an `AzureAIAgent`. |
| [Step02_AzureAIAgent_Plugins](AzureAIAgent/Step02_AzureAIAgent_Plugins.cs) | How to create an `AzureAIAgent`. |
| [Step03_AzureAIAgent_Chat](AzureAIAgent/Step03_AzureAIAgent_Chat.cs) | How create a conversation with `AzureAIAgent`s. |
| [Step04_AzureAIAgent_CodeInterpreter](AzureAIAgent/Step04_AzureAIAgent_CodeInterpreter.cs) | How to use the code-interpreter tool for an `AzureAIAgent`. |
| [Step05_AzureAIAgent_FileSearch](AzureAIAgent/Step05_AzureAIAgent_FileSearch.cs) | How to use the file-search tool for an `AzureAIAgent`. |
| [Step06_AzureAIAgent_OpenAPI](AzureAIAgent/Step06_AzureAIAgent_OpenAPI.cs) | How to use the Open API tool for an `AzureAIAgent`. |

### Bedrock Agent

Example|Description
---|---
[Step01_BedrockAgent](./BedrockAgent/Step01_BedrockAgent.cs)|How to create a `BedrockAgent` and interact with it in the most basic way.
[Step02_BedrockAgent_CodeInterpreter](./BedrockAgent/Step02_BedrockAgent_CodeInterpreter.cs)|How to use the code-interpreter tool with a `BedrockAgent`.
[Step03_BedrockAgent_Functions](./BedrockAgent/Step03_BedrockAgent_Functions.cs)|How to use kernel functions with a `BedrockAgent`.
[Step04_BedrockAgent_Trace](./BedrockAgent/Step04_BedrockAgent_Trace.cs)|How to enable tracing for a `BedrockAgent` to inspect the chain of thoughts.
[Step05_BedrockAgent_FileSearch](./BedrockAgent/Step05_BedrockAgent_FileSearch.cs)|How to use file search with a `BedrockAgent` (i.e. Bedrock knowledge base).
[Step06_BedrockAgent_AgentChat](./BedrockAgent/Step06_BedrockAgent_AgentChat.cs)|How to create a conversation between two agents and one of them in a `BedrockAgent`.
| Example | Description |
| ------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------ |
| [Step01_BedrockAgent](BedrockAgent/Step01_BedrockAgent.cs) | How to create a `BedrockAgent` and interact with it in the most basic way. |
| [Step02_BedrockAgent_CodeInterpreter](BedrockAgent/Step02_BedrockAgent_CodeInterpreter.cs) | How to use the code-interpreter tool with a `BedrockAgent`. |
| [Step03_BedrockAgent_Functions](BedrockAgent/Step03_BedrockAgent_Functions.cs) | How to use kernel functions with a `BedrockAgent`. |
| [Step04_BedrockAgent_Trace](BedrockAgent/Step04_BedrockAgent_Trace.cs) | How to enable tracing for a `BedrockAgent` to inspect the chain of thoughts. |
| [Step05_BedrockAgent_FileSearch](BedrockAgent/Step05_BedrockAgent_FileSearch.cs) | How to use file search with a `BedrockAgent` (i.e. Bedrock knowledge base). |
| [Step06_BedrockAgent_AgentChat](BedrockAgent/Step06_BedrockAgent_AgentChat.cs) | How to create a conversation between two agents and one of them in a `BedrockAgent`. |

### CopilotStudio Agent

Example|Description
---|---
[Step01_CopilotStudioAgent](./CopilotStudioAgent/Step01_CopilotStudioAgent.cs)|How to create a `CopilotStudioAgent` and interact with it in the most basic way.
[Step02_CopilotStudioAgent_Thread](./CopilotStudioAgent/Step02_CopilotStudioAgent_Thread.cs)|How to use `CopilotStudioAgent` with an `AgentThread`.
[Step03_CopilotStudioAgent_WebSearch](./CopilotStudioAgent/Step03_CopilotStudioAgent_WebSearch.cs)|How to use `CopilotStudioAgent` with web-search enabled.
| Example | Description |
| ------------------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------- |
| [Step01_CopilotStudioAgent](CopilotStudioAgent/Step01_CopilotStudioAgent.cs) | How to create a `CopilotStudioAgent` and interact with it in the most basic way. |
| [Step02_CopilotStudioAgent_Thread](CopilotStudioAgent/Step02_CopilotStudioAgent_Thread.cs) | How to use `CopilotStudioAgent` with an `AgentThread`. |
| [Step03_CopilotStudioAgent_WebSearch](CopilotStudioAgent/Step03_CopilotStudioAgent_WebSearch.cs) | How to use `CopilotStudioAgent` with web-search enabled. |

### Orchestration

Example|Description
---|---
[Step01_Concurrent](./Orchestration/Step01_Concurrent.cs)|How to use a concurrent orchestration..
[Step01a_ConcurrentWithStructuredOutput](./Orchestration/Step01a_ConcurrentWithStructuredOutput.cs)|How to use structured output (with concurrent orchestration).
[Step02_Sequential](./Orchestration/Step02_Sequential.cs)|How to use sequential orchestration.
[Step02a_Sequential](./Orchestration/Step02a_Sequential.cs)|How to cancel an orchestration (with sequential orchestration).
[Step03_GroupChat](./Orchestration/Step03_GroupChat.cs)|How to use group-chat orchestration.
[Step03a_GroupChatWithHumanInTheLoop](./Orchestration/Step03a_GroupChatWithHumanInTheLoop.cs)|How to use group-chat orchestration with human in the loop.
[Step03b_GroupChatWithAIManager](./Orchestration/Step03b_GroupChatWithAIManager.cs)|How to use group-chat orchestration with a AI powered group-manager.
[Step04_Handoff](./Orchestration/Step04_Handoff.cs)|How to use handoff orchestration.
[Step04b_HandoffWithStructuredInput](./Orchestration/Step04b_HandoffWithStructuredInput.cs)|How to use structured input (with handoff orchestration).
| Example | Description |
| ------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------- |
| [Step01_Concurrent](Orchestration/Step01_Concurrent.cs) | How to use a concurrent orchestration. |
| [Step01a_ConcurrentWithStructuredOutput](Orchestration/Step01a_ConcurrentWithStructuredOutput.cs) | How to use structured output (with concurrent orchestration). |
| [Step02_Sequential](Orchestration/Step02_Sequential.cs) | How to use sequential orchestration. |
| [Step02a_Sequential](Orchestration/Step02a_Sequential.cs) | How to cancel an orchestration (with sequential orchestration). |
| [Step03_GroupChat](Orchestration/Step03_GroupChat.cs) | How to use group-chat orchestration. |
| [Step03a_GroupChatWithHumanInTheLoop](Orchestration/Step03a_GroupChatWithHumanInTheLoop.cs) | How to use group-chat orchestration with human in the loop. |
| [Step03b_GroupChatWithAIManager](Orchestration/Step03b_GroupChatWithAIManager.cs) | How to use group-chat orchestration with an AI-powered group-manager. |
| [Step04_Handoff](Orchestration/Step04_Handoff.cs) | How to use handoff orchestration. |
| [Step04b_HandoffWithStructuredInput](Orchestration/Step04b_HandoffWithStructuredInput.cs) | How to use structured input (with handoff orchestration). |

## Legacy Agents

Expand Down Expand Up @@ -113,50 +113,50 @@ To set your secrets with .NET Secret Manager:

1. Navigate the console to the project folder:

```
cd dotnet/samples/GettingStartedWithAgents
```
```
cd dotnet/samples/GettingStartedWithAgents
```

2. Examine existing secret definitions:

```
dotnet user-secrets list
```
```
dotnet user-secrets list
```

3. If needed, perform first time initialization:

```
dotnet user-secrets init
```
```
dotnet user-secrets init
```

4. Define secrets for either Open AI:

```
dotnet user-secrets set "OpenAI:ChatModelId" "..."
dotnet user-secrets set "OpenAI:ApiKey" "..."
```
```
dotnet user-secrets set "OpenAI:ChatModelId" "..."
dotnet user-secrets set "OpenAI:ApiKey" "..."
```

5. Or Azure OpenAI:

```
dotnet user-secrets set "AzureOpenAI:ChatDeploymentName" "gpt-4o"
dotnet user-secrets set "AzureOpenAI:Endpoint" "https://... .openai.azure.com/"
dotnet user-secrets set "AzureOpenAI:ApiKey" "..."
```
```
dotnet user-secrets set "AzureOpenAI:ChatDeploymentName" "gpt-4o"
dotnet user-secrets set "AzureOpenAI:Endpoint" "https://... .openai.azure.com/"
dotnet user-secrets set "AzureOpenAI:ApiKey" "..."
```

6. Or Azure AI:

```
dotnet user-secrets set "AzureAI:Endpoint" "..."
dotnet user-secrets set "AzureAI:ChatModelId" "gpt-4o"
```
```
dotnet user-secrets set "AzureAI:Endpoint" "..."
dotnet user-secrets set "AzureAI:ChatModelId" "gpt-4o"
```

7. Or Bedrock:

```
dotnet user-secrets set "BedrockAgent:AgentResourceRoleArn" "arn:aws:iam::...:role/..."
dotnet user-secrets set "BedrockAgent:FoundationModel" "..."
```
```
dotnet user-secrets set "BedrockAgent:AgentResourceRoleArn" "arn:aws:iam::...:role/..."
dotnet user-secrets set "BedrockAgent:FoundationModel" "..."
```

> NOTE: Azure secrets will take precedence, if both Open AI and Azure OpenAI secrets are defined, unless `ForceOpenAI` is set:

Expand Down