test
Some checks failed
CodeQL / Analyze (csharp) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
dotnet-build-and-test / paths-filter (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Debug, windows-latest, net9.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Release, integration, true, ubuntu-latest, net10.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Release, integration, true, windows-latest, net472) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Release, ubuntu-latest, net8.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test-check (push) Has been cancelled
Python - Merge - Tests / paths-filter (push) Has been cancelled
Python - Merge - Tests / Python Tests - Core (integration, ubuntu-latest, 3.10) (push) Has been cancelled
Python - Merge - Tests / Python Tests - Azure AI (integration, ubuntu-latest, 3.10) (push) Has been cancelled
Python - Merge - Tests / python-integration-tests-check (push) Has been cancelled
Python - Lab Tests / paths-filter (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.10) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.11) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.12) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.13) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.14) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.10) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.11) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.12) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.13) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.14) (push) Has been cancelled
Check .md links / markdown-link-check (push) Has been cancelled
Some checks failed
CodeQL / Analyze (csharp) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
dotnet-build-and-test / paths-filter (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Debug, windows-latest, net9.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Release, integration, true, ubuntu-latest, net10.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Release, integration, true, windows-latest, net472) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test (Release, ubuntu-latest, net8.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test-check (push) Has been cancelled
Python - Merge - Tests / paths-filter (push) Has been cancelled
Python - Merge - Tests / Python Tests - Core (integration, ubuntu-latest, 3.10) (push) Has been cancelled
Python - Merge - Tests / Python Tests - Azure AI (integration, ubuntu-latest, 3.10) (push) Has been cancelled
Python - Merge - Tests / python-integration-tests-check (push) Has been cancelled
Python - Lab Tests / paths-filter (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.10) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.11) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.12) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.13) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (ubuntu-latest, 3.14) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.10) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.11) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.12) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.13) (push) Has been cancelled
Python - Lab Tests / Python Lab Tests (windows-latest, 3.14) (push) Has been cancelled
Check .md links / markdown-link-check (push) Has been cancelled
This commit is contained in:
@@ -0,0 +1,26 @@
|
||||
<Project Sdk="Microsoft.NET.Sdk">
|
||||
|
||||
<PropertyGroup>
|
||||
<OutputType>Exe</OutputType>
|
||||
<TargetFrameworks>net10.0</TargetFrameworks>
|
||||
|
||||
<Nullable>enable</Nullable>
|
||||
<ImplicitUsings>enable</ImplicitUsings>
|
||||
</PropertyGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Azure.AI.Projects" />
|
||||
<PackageReference Include="Azure.Identity" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.AzureAI\Microsoft.Agents.AI.AzureAI.csproj" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<None Update="contoso-outdoors-knowledge-base.md">
|
||||
<CopyToOutputDirectory>Always</CopyToOutputDirectory>
|
||||
</None>
|
||||
</ItemGroup>
|
||||
|
||||
</Project>
|
||||
@@ -0,0 +1,60 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
// This sample shows how to use the built in RAG capabilities that the Foundry service provides when using AI Agents provided by Foundry.
|
||||
|
||||
using System.ClientModel;
|
||||
using Azure.AI.Projects;
|
||||
using Azure.Identity;
|
||||
using Microsoft.Agents.AI;
|
||||
using Microsoft.Extensions.AI;
|
||||
using OpenAI;
|
||||
using OpenAI.Files;
|
||||
using OpenAI.VectorStores;
|
||||
|
||||
var endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set.");
|
||||
var deploymentName = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
|
||||
|
||||
// Create an AI Project client and get an OpenAI client that works with the foundry service.
|
||||
AIProjectClient aiProjectClient = new(
|
||||
new Uri(endpoint),
|
||||
new AzureCliCredential());
|
||||
OpenAIClient openAIClient = aiProjectClient.GetProjectOpenAIClient();
|
||||
|
||||
// Upload the file that contains the data to be used for RAG to the Foundry service.
|
||||
OpenAIFileClient fileClient = openAIClient.GetOpenAIFileClient();
|
||||
ClientResult<OpenAIFile> uploadResult = await fileClient.UploadFileAsync(
|
||||
filePath: "contoso-outdoors-knowledge-base.md",
|
||||
purpose: FileUploadPurpose.Assistants);
|
||||
|
||||
// Create a vector store in the Foundry service using the uploaded file.
|
||||
VectorStoreClient vectorStoreClient = openAIClient.GetVectorStoreClient();
|
||||
ClientResult<VectorStore> vectorStoreCreate = await vectorStoreClient.CreateVectorStoreAsync(options: new VectorStoreCreationOptions()
|
||||
{
|
||||
Name = "contoso-outdoors-knowledge-base",
|
||||
FileIds = { uploadResult.Value.Id }
|
||||
});
|
||||
|
||||
var fileSearchTool = new HostedFileSearchTool() { Inputs = [new HostedVectorStoreContent(vectorStoreCreate.Value.Id)] };
|
||||
|
||||
AIAgent agent = await aiProjectClient
|
||||
.CreateAIAgentAsync(
|
||||
model: deploymentName,
|
||||
name: "AskContoso",
|
||||
instructions: "You are a helpful support specialist for Contoso Outdoors. Answer questions using the provided context and cite the source document when available.",
|
||||
tools: [fileSearchTool]);
|
||||
|
||||
AgentThread thread = await agent.GetNewThreadAsync();
|
||||
|
||||
Console.WriteLine(">> Asking about returns\n");
|
||||
Console.WriteLine(await agent.RunAsync("Hi! I need help understanding the return policy.", thread));
|
||||
|
||||
Console.WriteLine("\n>> Asking about shipping\n");
|
||||
Console.WriteLine(await agent.RunAsync("How long does standard shipping usually take?", thread));
|
||||
|
||||
Console.WriteLine("\n>> Asking about product care\n");
|
||||
Console.WriteLine(await agent.RunAsync("What is the best way to maintain the TrailRunner tent fabric?", thread));
|
||||
|
||||
// Cleanup
|
||||
await fileClient.DeleteFileAsync(uploadResult.Value.Id);
|
||||
await vectorStoreClient.DeleteVectorStoreAsync(vectorStoreCreate.Value.Id);
|
||||
await aiProjectClient.Agents.DeleteAgentAsync(agent.Name);
|
||||
@@ -0,0 +1,19 @@
|
||||
# Contoso Outdoors Knowledge Base
|
||||
|
||||
## Contoso Outdoors Return Policy
|
||||
|
||||
Customers may return any item within 30 days of delivery. Items should be unused and include original packaging. Refunds are issued to the original payment method within 5 business days of inspection.
|
||||
|
||||
## Contoso Outdoors Shipping Guide
|
||||
|
||||
Standard shipping is free on orders over $50 and typically arrives in 3-5 business days within the continental United States. Expedited options are available at checkout.
|
||||
|
||||
## Product Information
|
||||
|
||||
### TrailRunner Tent
|
||||
|
||||
The TrailRunner Tent is a lightweight, 2-person tent designed for easy setup and durability. It features waterproof materials, ventilation windows, and a compact carry bag.
|
||||
|
||||
#### Care Instructions
|
||||
|
||||
Clean the tent fabric with lukewarm water and a non-detergent soap. Allow it to air dry completely before storage and avoid prolonged UV exposure to extend the lifespan of the waterproof coating.
|
||||
Reference in New Issue
Block a user