diff --git a/.gitignore b/.gitignore
index 3f16cfb325ff9..6d3b9dd76a2be 100644
--- a/.gitignore
+++ b/.gitignore
@@ -175,4 +175,4 @@ artifacts
.assets
# Temporary cadl folders for cadl generation
-TempCadlFiles/
\ No newline at end of file
+TempCadlFiles/
diff --git a/.vscode/cspell.json b/.vscode/cspell.json
index fb8dc00aa49cb..6c1895aca473f 100644
--- a/.vscode/cspell.json
+++ b/.vscode/cspell.json
@@ -987,6 +987,14 @@
"Ackable",
"awps"
]
+ },
+ {
+ "filename": "**/sdk/openai/**/*.cs",
+ "words": [
+ "Probs",
+ "Logprobs",
+ "Logit"
+ ]
}
],
"allowCompoundWords": true
diff --git a/eng/Packages.Data.props b/eng/Packages.Data.props
index a0ea664fb8093..8666d50fed2e5 100644
--- a/eng/Packages.Data.props
+++ b/eng/Packages.Data.props
@@ -185,6 +185,7 @@
+
diff --git a/sdk/openai/Azure.AI.OpenAI/Azure.AI.OpenAI.sln b/sdk/openai/Azure.AI.OpenAI/Azure.AI.OpenAI.sln
new file mode 100644
index 0000000000000..8c6b8f13a4610
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/Azure.AI.OpenAI.sln
@@ -0,0 +1,41 @@
+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio Version 16
+VisualStudioVersion = 16.0.29806.167
+MinimumVisualStudioVersion = 10.0.40219.1
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Azure.AI.OpenAI", "src\Azure.AI.OpenAI.csproj", "{E33D09D9-D809-472C-82E6-6A26BDB86FC2}"
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Azure.AI.OpenAI.Tests", "tests\Azure.AI.OpenAI.Tests.csproj", "{4F476D56-DDE7-43D3-8CB4-BA1E77F5A300}"
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Azure.Core.TestFramework", "..\..\core\Azure.Core.TestFramework\src\Azure.Core.TestFramework.csproj", "{439F1494-8E96-4931-AB0A-5BBA7EBA15D2}"
+EndProject
+Global
+ GlobalSection(SolutionConfigurationPlatforms) = preSolution
+ Debug|Any CPU = Debug|Any CPU
+ Release|Any CPU = Release|Any CPU
+ EndGlobalSection
+ GlobalSection(ProjectConfigurationPlatforms) = postSolution
+ {E33D09D9-D809-472C-82E6-6A26BDB86FC2}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+ {E33D09D9-D809-472C-82E6-6A26BDB86FC2}.Debug|Any CPU.Build.0 = Debug|Any CPU
+ {E33D09D9-D809-472C-82E6-6A26BDB86FC2}.Release|Any CPU.ActiveCfg = Release|Any CPU
+ {E33D09D9-D809-472C-82E6-6A26BDB86FC2}.Release|Any CPU.Build.0 = Release|Any CPU
+ {4F476D56-DDE7-43D3-8CB4-BA1E77F5A300}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+ {4F476D56-DDE7-43D3-8CB4-BA1E77F5A300}.Debug|Any CPU.Build.0 = Debug|Any CPU
+ {4F476D56-DDE7-43D3-8CB4-BA1E77F5A300}.Release|Any CPU.ActiveCfg = Release|Any CPU
+ {4F476D56-DDE7-43D3-8CB4-BA1E77F5A300}.Release|Any CPU.Build.0 = Release|Any CPU
+ {439F1494-8E96-4931-AB0A-5BBA7EBA15D2}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+ {439F1494-8E96-4931-AB0A-5BBA7EBA15D2}.Debug|Any CPU.Build.0 = Debug|Any CPU
+ {439F1494-8E96-4931-AB0A-5BBA7EBA15D2}.Release|Any CPU.ActiveCfg = Release|Any CPU
+ {439F1494-8E96-4931-AB0A-5BBA7EBA15D2}.Release|Any CPU.Build.0 = Release|Any CPU
+ {71C00248-3DEE-4C44-A2BB-4CCAF994DB32}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+ {71C00248-3DEE-4C44-A2BB-4CCAF994DB32}.Debug|Any CPU.Build.0 = Debug|Any CPU
+ {71C00248-3DEE-4C44-A2BB-4CCAF994DB32}.Release|Any CPU.ActiveCfg = Release|Any CPU
+ {71C00248-3DEE-4C44-A2BB-4CCAF994DB32}.Release|Any CPU.Build.0 = Release|Any CPU
+ EndGlobalSection
+ GlobalSection(SolutionProperties) = preSolution
+ HideSolutionNode = FALSE
+ EndGlobalSection
+ GlobalSection(ExtensibilityGlobals) = postSolution
+ SolutionGuid = {A97F4B90-2591-4689-B1F8-5F21FE6D6CAE}
+ EndGlobalSection
+EndGlobal
diff --git a/sdk/openai/Azure.AI.OpenAI/CHANGELOG.md b/sdk/openai/Azure.AI.OpenAI/CHANGELOG.md
new file mode 100644
index 0000000000000..13dd08af78abe
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/CHANGELOG.md
@@ -0,0 +1,11 @@
+# Release History
+
+## 1.0.0-beta.1 (Unreleased)
+
+### Features Added
+
+### Breaking Changes
+
+### Bugs Fixed
+
+### Other Changes
diff --git a/sdk/openai/Azure.AI.OpenAI/Directory.Build.props b/sdk/openai/Azure.AI.OpenAI/Directory.Build.props
new file mode 100644
index 0000000000000..1a9611bd49242
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/Directory.Build.props
@@ -0,0 +1,6 @@
+
+
+
+
diff --git a/sdk/openai/Azure.AI.OpenAI/README.md b/sdk/openai/Azure.AI.OpenAI/README.md
new file mode 100644
index 0000000000000..700783644429e
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/README.md
@@ -0,0 +1,159 @@
+# Azure OpenAI client library for .NET
+
+Azure OpenAI is a managed service that allows developers to deploy, tune, and generate content from OpenAI models on Azure resouces.
+
+Use the client library for to:
+
+* [Get secret](https://docs.microsoft.com/azure)
+
+[Source code][source_root] | [Package (NuGet)][package] | [API reference documentation][reference_docs] | [Product documentation][azconfig_docs] | [Samples][source_samples]
+
+ [Source code](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/openai/Azure.AI.OpenAI/src) | [Package (NuGet)](https://www.nuget.org/packages) | [API reference documentation](https://azure.github.io/azure-sdk-for-net) | [Product documentation](https://docs.microsoft.com/azure)
+
+## Getting started
+
+This section should include everything a developer needs to do to install and create their first client connection *very quickly*.
+
+### Install the package
+
+First, provide instruction for obtaining and installing the package or library. This section might include only a single line of code, like `dotnet add package package-name`, but should enable a developer to successfully install the package from NuGet, npm, or even cloning a GitHub repository.
+
+Install the client library for .NET with [NuGet](https://www.nuget.org/ ):
+
+```dotnetcli
+dotnet add package Azure.AI.OpenAI --prerelease
+```
+
+### Prerequisites
+
+Include a section after the install command that details any requirements that must be satisfied before a developer can [authenticate](#authenticate-the-client) and test all of the snippets in the [Examples](#examples) section. For example, for Cosmos DB:
+
+> You must have an [Azure subscription](https://azure.microsoft.com/free/dotnet/) and [Cosmos DB account](https://docs.microsoft.com/azure/cosmos-db/account-overview) (SQL API). In order to take advantage of the C# 8.0 syntax, it is recommended that you compile using the [.NET Core SDK](https://dotnet.microsoft.com/download) 3.0 or higher with a [language version](https://docs.microsoft.com/dotnet/csharp/language-reference/configure-language-version#override-a-default) of `latest`. It is also possible to compile with the .NET Core SDK 2.1.x using a language version of `preview`.
+
+### Authenticate the client
+
+If your library requires authentication for use, such as for Azure services, include instructions and example code needed for initializing and authenticating.
+
+For example, include details on obtaining an account key and endpoint URI, setting environment variables for each, and initializing the client object.
+
+## Key concepts
+
+The *Key concepts* section should describe the functionality of the main classes. Point out the most important and useful classes in the package (with links to their reference pages) and explain how those classes work together. Feel free to use bulleted lists, tables, code blocks, or even diagrams for clarity.
+
+Include the *Thread safety* and *Additional concepts* sections below at the end of your *Key concepts* section. You may remove or add links depending on what your library makes use of:
+
+### Thread safety
+
+We guarantee that all client instance methods are thread-safe and independent of each other ([guideline](https://azure.github.io/azure-sdk/dotnet_introduction.html#dotnet-service-methods-thread-safety)). This ensures that the recommendation of reusing client instances is always safe, even across threads.
+
+### Additional concepts
+
+[Client options](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/core/Azure.Core/README.md#configuring-service-clients-using-clientoptions) |
+[Accessing the response](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/core/Azure.Core/README.md#accessing-http-response-details-using-responset) |
+[Long-running operations](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/core/Azure.Core/README.md#consuming-long-running-operations-using-operationt) |
+[Handling failures](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/core/Azure.Core/README.md#reporting-errors-requestfailedexception) |
+[Diagnostics](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/core/Azure.Core/samples/Diagnostics.md) |
+[Mocking](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/core/Azure.Core/README.md#mocking) |
+[Client lifetime](https://devblogs.microsoft.com/azure-sdk/lifetime-management-and-thread-safety-guarantees-of-azure-sdk-net-clients/)
+
+
+## Examples
+
+You can familiarize yourself with different APIs using Samples.
+
+### Get secret
+
+The `GetSecret` method retrieves a secret from the service.
+
+```C# Snippet:Azure_OpenAI_GetSecret
+string endpoint = "http://myaccount.openai.azure.com/";
+string key = "myKey";
+
+OpenAIClient client = new OpenAIClient(new Uri(endpoint), new AzureKeyCredential(key));
+CompletionsRequest completionsRequest = new CompletionsRequest();
+completionsRequest.Prompt.Add("Hello world");
+completionsRequest.Prompt.Add("running over the same old ground");
+Completion response = client.Completions("myModelDeployment", completionsRequest);
+
+foreach (Choice choice in response.Choices)
+{
+ Console.WriteLine(choice.Text);
+}
+```
+
+### Generate Chatbot Responses
+
+The `GenerateChatbotResponses` method gives an example of generating text responses to input prompts.
+
+```C# Snippet:GenerateChatbotResponses
+List examplePrompts = new(){
+ "How are you today?",
+ "What is Azure OpenAI?",
+ "Why do children love dinosaurs?",
+ "Generate a proof of Euler's identity",
+ "Describe in single words only the good things that come into your mind about your mother.",
+};
+
+foreach (var prompt in examplePrompts)
+{
+ Console.Write($"Input: {prompt}");
+ var request = new CompletionsRequest();
+ request.Prompt.Add(prompt);
+
+ Completion completion = client.Completions("myModelDeployment", request);
+ var response = completion.Choices[0].Text;
+ Console.WriteLine($"Chatbot: {response}");
+}
+```
+
+### Generate Chatbot Responses With Token
+
+The `GenerateChatbotResponsesWithToken` method authenticates using a DefaultAzureCredential, then generates text responses to input prompts.
+
+```C# Snippet:GenerateChatbotResponsesWithToken
+string endpoint = "http://myaccount.openai.azure.com/";
+OpenAIClient client = new OpenAIClient(new Uri(endpoint), new DefaultAzureCredential());
+
+List examplePrompts = new(){
+ "How are you today?",
+ "What is Azure OpenAI?",
+ "Why do children love dinosaurs?",
+ "Generate a proof of Euler's identity",
+ "Describe in single words only the good things that come into your mind about your mother.",
+};
+
+foreach (var prompt in examplePrompts)
+{
+ Console.Write($"Input: {prompt}");
+ var request = new CompletionsRequest();
+ request.Prompt.Add(prompt);
+
+ Completion completion = client.Completions("myModelDeployment", request);
+ var response = completion.Choices[0].Text;
+ Console.WriteLine($"Chatbot: {response}");
+}
+```
+
+## Troubleshooting
+
+Describe common errors and exceptions, how to "unpack" them if necessary, and include guidance for graceful handling and recovery.
+
+Provide information to help developers avoid throttling or other service-enforced errors they might encounter. For example, provide guidance and examples for using retry or connection policies in the API.
+
+If the package or a related package supports it, include tips for logging or enabling instrumentation to help them debug their code.
+
+## Next steps
+
+* Provide a link to additional code examples, ideally to those sitting alongside the README in the package's `/samples` directory.
+* If appropriate, point users to other packages that might be useful.
+* If you think there's a good chance that developers might stumble across your package in error (because they're searching for specific functionality and mistakenly think the package provides that functionality), point them to the packages they might be looking for.
+
+## Contributing
+
+This is a template, but your SDK readme should include details on how to contribute code to the repo/package.
+
+
+[style-guide-msft]: https://docs.microsoft.com/style-guide/capitalization
+[style-guide-cloud]: https://aka.ms/azsdk/cloud-style-guide
+
+![Impressions](https://azure-sdk-impressions.azurewebsites.net/api/impressions/azure-sdk-for-net/sdk/openai/Azure.AI.OpenAI/README.png)
diff --git a/sdk/openai/Azure.AI.OpenAI/api/Azure.AI.OpenAI.netstandard2.0.cs b/sdk/openai/Azure.AI.OpenAI/api/Azure.AI.OpenAI.netstandard2.0.cs
new file mode 100644
index 0000000000000..015614060c509
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/api/Azure.AI.OpenAI.netstandard2.0.cs
@@ -0,0 +1,98 @@
+namespace Azure.AI.OpenAI
+{
+ public partial class OpenAIClient
+ {
+ protected OpenAIClient() { }
+ public OpenAIClient(System.Uri endpoint, Azure.AzureKeyCredential credential) { }
+ public OpenAIClient(System.Uri endpoint, Azure.AzureKeyCredential credential, Azure.AI.OpenAI.OpenAIClientOptions options) { }
+ public OpenAIClient(System.Uri endpoint, Azure.Core.TokenCredential credential) { }
+ public OpenAIClient(System.Uri endpoint, Azure.Core.TokenCredential credential, Azure.AI.OpenAI.OpenAIClientOptions options) { }
+ public virtual Azure.Core.Pipeline.HttpPipeline Pipeline { get { throw null; } }
+ public virtual Azure.Response Completions(string deploymentId, Azure.AI.OpenAI.Models.CompletionsRequest completionsRequest, System.Threading.CancellationToken cancellationToken = default(System.Threading.CancellationToken)) { throw null; }
+ public virtual Azure.Response Completions(string deploymentId, Azure.Core.RequestContent content, Azure.RequestContext context = null) { throw null; }
+ public virtual System.Threading.Tasks.Task> CompletionsAsync(string deploymentId, Azure.AI.OpenAI.Models.CompletionsRequest completionsRequest, System.Threading.CancellationToken cancellationToken = default(System.Threading.CancellationToken)) { throw null; }
+ public virtual System.Threading.Tasks.Task CompletionsAsync(string deploymentId, Azure.Core.RequestContent content, Azure.RequestContext context = null) { throw null; }
+ public virtual Azure.Response Embeddings(string deploymentId, Azure.AI.OpenAI.Models.EmbeddingsRequest embeddingsRequest, System.Threading.CancellationToken cancellationToken = default(System.Threading.CancellationToken)) { throw null; }
+ public virtual Azure.Response Embeddings(string deploymentId, Azure.Core.RequestContent content, Azure.RequestContext context = null) { throw null; }
+ public virtual System.Threading.Tasks.Task> EmbeddingsAsync(string deploymentId, Azure.AI.OpenAI.Models.EmbeddingsRequest embeddingsRequest, System.Threading.CancellationToken cancellationToken = default(System.Threading.CancellationToken)) { throw null; }
+ public virtual System.Threading.Tasks.Task EmbeddingsAsync(string deploymentId, Azure.Core.RequestContent content, Azure.RequestContext context = null) { throw null; }
+ }
+ public partial class OpenAIClientOptions : Azure.Core.ClientOptions
+ {
+ public OpenAIClientOptions(Azure.AI.OpenAI.OpenAIClientOptions.ServiceVersion version = Azure.AI.OpenAI.OpenAIClientOptions.ServiceVersion.V2022_06_01_Preview) { }
+ public enum ServiceVersion
+ {
+ V2022_06_01_Preview = 1,
+ }
+ }
+}
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class Choice
+ {
+ internal Choice() { }
+ public string FinishReason { get { throw null; } }
+ public int? Index { get { throw null; } }
+ public Azure.AI.OpenAI.Models.CompletionsLogProbsModel Logprobs { get { throw null; } }
+ public string Text { get { throw null; } }
+ }
+ public partial class Completion
+ {
+ internal Completion() { }
+ public System.Collections.Generic.IReadOnlyList Choices { get { throw null; } }
+ public int? Created { get { throw null; } }
+ public string Id { get { throw null; } }
+ public string Model { get { throw null; } }
+ public string Object { get { throw null; } }
+ }
+ public partial class CompletionsLogProbsModel
+ {
+ internal CompletionsLogProbsModel() { }
+ public System.Collections.Generic.IReadOnlyList TextOffset { get { throw null; } }
+ public System.Collections.Generic.IReadOnlyList TokenLogprobs { get { throw null; } }
+ public System.Collections.Generic.IReadOnlyList Tokens { get { throw null; } }
+ public System.Collections.Generic.IReadOnlyList> TopLogprobs { get { throw null; } }
+ }
+ public partial class CompletionsRequest
+ {
+ public CompletionsRequest() { }
+ public int? BestOf { get { throw null; } set { } }
+ public int? CacheLevel { get { throw null; } set { } }
+ public string CompletionConfig { get { throw null; } set { } }
+ public bool? Echo { get { throw null; } set { } }
+ public float? FrequencyPenalty { get { throw null; } set { } }
+ public System.Collections.Generic.IDictionary LogitBias { get { throw null; } }
+ public int? Logprobs { get { throw null; } set { } }
+ public int? MaxTokens { get { throw null; } set { } }
+ public string Model { get { throw null; } set { } }
+ public int? N { get { throw null; } set { } }
+ public float? PresencePenalty { get { throw null; } set { } }
+ public System.Collections.Generic.IList Prompt { get { throw null; } }
+ public System.Collections.Generic.IList Stop { get { throw null; } }
+ public bool? Stream { get { throw null; } set { } }
+ public float? Temperature { get { throw null; } set { } }
+ public float? TopP { get { throw null; } set { } }
+ public string User { get { throw null; } set { } }
+ }
+ public partial class EmbeddingItem
+ {
+ internal EmbeddingItem() { }
+ public System.Collections.Generic.IReadOnlyList Embedding { get { throw null; } }
+ public int Index { get { throw null; } }
+ public string Object { get { throw null; } }
+ }
+ public partial class Embeddings
+ {
+ internal Embeddings() { }
+ public System.Collections.Generic.IReadOnlyList Data { get { throw null; } }
+ public string Object { get { throw null; } }
+ }
+ public partial class EmbeddingsRequest
+ {
+ public EmbeddingsRequest(string input) { }
+ public string Input { get { throw null; } }
+ public string InputType { get { throw null; } set { } }
+ public string Model { get { throw null; } set { } }
+ public string User { get { throw null; } set { } }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Azure.AI.OpenAI.csproj b/sdk/openai/Azure.AI.OpenAI/src/Azure.AI.OpenAI.csproj
new file mode 100644
index 0000000000000..0ac6c5bfa2ad4
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Azure.AI.OpenAI.csproj
@@ -0,0 +1,25 @@
+
+
+ This is the Microsoft Azure Cognitive Services OpenAI client library
+ Microsoft Azure.AI.OpenAI client library
+ 1.0.0-beta.1
+ Microsoft Azure OpenAI
+ $(RequiredTargetFrameworks)
+ true
+ $(NoWarn);CS1591;AZC0012;AZC0001
+ true
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Custom/Models/Choice.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Custom/Models/Choice.Serialization.cs
new file mode 100644
index 0000000000000..7a4bf0893470c
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Custom/Models/Choice.Serialization.cs
@@ -0,0 +1,69 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Text.Json;
+using Azure;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class Choice
+ {
+ internal static Choice DeserializeChoice(JsonElement element)
+ {
+ Optional text = default;
+ Optional index = default;
+ Optional logprobs = default;
+ Optional finishReason = default;
+ foreach (var property in element.EnumerateObject())
+ {
+ if (property.NameEquals("text"))
+ {
+ text = property.Value.GetString();
+ continue;
+ }
+ if (property.NameEquals("index"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ index = null;
+ continue;
+ }
+ index = property.Value.GetInt32();
+ continue;
+ }
+ if (property.NameEquals("logprobs"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ logprobs = null;
+ continue;
+ }
+ else
+ {
+ logprobs = CompletionsLogProbsModel.DeserializeCompletionsLogProbsModel(property.Value);
+ continue;
+ }
+ }
+ if (property.NameEquals("finishReason"))
+ {
+ finishReason = property.Value.GetString();
+ continue;
+ }
+ }
+ return new Choice(text, Optional.ToNullable(index), logprobs, finishReason);
+ }
+
+ /// Deserializes the model from a raw response.
+ /// The response to deserialize the model from.
+ internal static Choice FromResponse(Response response)
+ {
+ using var document = JsonDocument.Parse(response.Content);
+ return DeserializeChoice(document.RootElement);
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Docs/OpenAIClient.xml b/sdk/openai/Azure.AI.OpenAI/src/Generated/Docs/OpenAIClient.xml
new file mode 100644
index 0000000000000..a195137072be8
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Docs/OpenAIClient.xml
@@ -0,0 +1,383 @@
+
+
+
+
+
+This sample shows how to call EmbeddingsAsync with required parameters and request content, and how to parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {
+ input = new {},
+};
+
+Response response = await client.EmbeddingsAsync("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("embedding")[0].ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("index").ToString());
+]]>
+This sample shows how to call EmbeddingsAsync with all parameters and request content, and how to parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {
+ user = "",
+ input_type = "",
+ model = "",
+ input = new {},
+};
+
+Response response = await client.EmbeddingsAsync("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("embedding")[0].ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("index").ToString());
+]]>
+
+
+Below is the JSON schema for the request and response payloads.
+
+Request Body:
+
+Schema for EmbeddingsRequest:
+{
+ user: string, # Optional.
+ input_type: string, # Optional.
+ model: string, # Optional.
+ input: Union, # Required.
+}
+
+
+Response Body:
+
+Schema for Embeddings:
+{
+ object: Literal, # Required.
+ data: [
+ {
+ object: Literal, # Required.
+ embedding: [number], # Required.
+ index: number, # Required.
+ }
+ ], # Required.
+}
+
+
+
+
+
+
+This sample shows how to call Embeddings with required parameters and request content, and how to parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {
+ input = new {},
+};
+
+Response response = client.Embeddings("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("embedding")[0].ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("index").ToString());
+]]>
+This sample shows how to call Embeddings with all parameters and request content, and how to parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {
+ user = "",
+ input_type = "",
+ model = "",
+ input = new {},
+};
+
+Response response = client.Embeddings("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("embedding")[0].ToString());
+Console.WriteLine(result.GetProperty("data")[0].GetProperty("index").ToString());
+]]>
+
+
+Below is the JSON schema for the request and response payloads.
+
+Request Body:
+
+Schema for EmbeddingsRequest:
+{
+ user: string, # Optional.
+ input_type: string, # Optional.
+ model: string, # Optional.
+ input: Union, # Required.
+}
+
+
+Response Body:
+
+Schema for Embeddings:
+{
+ object: Literal, # Required.
+ data: [
+ {
+ object: Literal, # Required.
+ embedding: [number], # Required.
+ index: number, # Required.
+ }
+ ], # Required.
+}
+
+
+
+
+
+
+This sample shows how to call CompletionsAsync with required parameters and parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {};
+
+Response response = await client.CompletionsAsync("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("object").ToString());
+]]>
+This sample shows how to call CompletionsAsync with all parameters and request content, and how to parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {
+ prompt = new[] {
+ ""
+ },
+ max_tokens = 1234,
+ temperature = 123.45f,
+ top_p = 123.45f,
+ logit_bias = new {
+ key = 1234,
+ },
+ user = "",
+ n = 1234,
+ stream = true,
+ logprobs = 1234,
+ model = "",
+ echo = true,
+ stop = new[] {
+ ""
+ },
+ completion_config = "",
+ cache_level = 1234,
+ presence_penalty = 123.45f,
+ frequency_penalty = 123.45f,
+ best_of = 1234,
+};
+
+Response response = await client.CompletionsAsync("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("id").ToString());
+Console.WriteLine(result.GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("created").ToString());
+Console.WriteLine(result.GetProperty("model").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("text").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("index").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("tokens")[0].ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("token_logprobs")[0].ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("top_logprobs")[0].GetProperty("").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("text_offset")[0].ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("finish_reason").ToString());
+]]>
+
+
+Below is the JSON schema for the request and response payloads.
+
+Request Body:
+
+Schema for CompletionsRequest:
+{
+ prompt: [string], # Optional.
+ max_tokens: number, # Optional.
+ temperature: number, # Optional.
+ top_p: number, # Optional.
+ logit_bias: Dictionary<string, number>, # Optional.
+ user: string, # Optional.
+ n: number, # Optional.
+ stream: boolean, # Optional.
+ logprobs: number, # Optional.
+ model: string, # Optional.
+ echo: boolean, # Optional.
+ stop: [string], # Optional.
+ completion_config: string, # Optional.
+ cache_level: number, # Optional.
+ presence_penalty: number, # Optional.
+ frequency_penalty: number, # Optional.
+ best_of: number, # Optional.
+}
+
+
+Response Body:
+
+Schema for Completion:
+{
+ id: string, # Optional.
+ object: Literal, # Required.
+ created: number, # Optional.
+ model: string, # Optional.
+ choices: [
+ {
+ text: string, # Optional.
+ index: number, # Optional.
+ logprobs: {
+ tokens: [string], # Optional.
+ token_logprobs: [number], # Optional.
+ top_logprobs: [Dictionary<string, number>], # Optional.
+ text_offset: [number], # Optional.
+ }, # Optional.
+ finish_reason: string, # Optional.
+ }
+ ], # Optional.
+}
+
+
+
+
+
+
+This sample shows how to call Completions with required parameters and parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {};
+
+Response response = client.Completions("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("object").ToString());
+]]>
+This sample shows how to call Completions with all parameters and request content, and how to parse the result.
+");
+var endpoint = new Uri("");
+var client = new OpenAIClient(endpoint, credential);
+
+var data = new {
+ prompt = new[] {
+ ""
+ },
+ max_tokens = 1234,
+ temperature = 123.45f,
+ top_p = 123.45f,
+ logit_bias = new {
+ key = 1234,
+ },
+ user = "",
+ n = 1234,
+ stream = true,
+ logprobs = 1234,
+ model = "",
+ echo = true,
+ stop = new[] {
+ ""
+ },
+ completion_config = "",
+ cache_level = 1234,
+ presence_penalty = 123.45f,
+ frequency_penalty = 123.45f,
+ best_of = 1234,
+};
+
+Response response = client.Completions("", RequestContent.Create(data));
+
+JsonElement result = JsonDocument.Parse(response.ContentStream).RootElement;
+Console.WriteLine(result.GetProperty("id").ToString());
+Console.WriteLine(result.GetProperty("object").ToString());
+Console.WriteLine(result.GetProperty("created").ToString());
+Console.WriteLine(result.GetProperty("model").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("text").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("index").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("tokens")[0].ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("token_logprobs")[0].ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("top_logprobs")[0].GetProperty("").ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("logprobs").GetProperty("text_offset")[0].ToString());
+Console.WriteLine(result.GetProperty("choices")[0].GetProperty("finish_reason").ToString());
+]]>
+
+
+Below is the JSON schema for the request and response payloads.
+
+Request Body:
+
+Schema for CompletionsRequest:
+{
+ prompt: [string], # Optional.
+ max_tokens: number, # Optional.
+ temperature: number, # Optional.
+ top_p: number, # Optional.
+ logit_bias: Dictionary<string, number>, # Optional.
+ user: string, # Optional.
+ n: number, # Optional.
+ stream: boolean, # Optional.
+ logprobs: number, # Optional.
+ model: string, # Optional.
+ echo: boolean, # Optional.
+ stop: [string], # Optional.
+ completion_config: string, # Optional.
+ cache_level: number, # Optional.
+ presence_penalty: number, # Optional.
+ frequency_penalty: number, # Optional.
+ best_of: number, # Optional.
+}
+
+
+Response Body:
+
+Schema for Completion:
+{
+ id: string, # Optional.
+ object: Literal, # Required.
+ created: number, # Optional.
+ model: string, # Optional.
+ choices: [
+ {
+ text: string, # Optional.
+ index: number, # Optional.
+ logprobs: {
+ tokens: [string], # Optional.
+ token_logprobs: [number], # Optional.
+ top_logprobs: [Dictionary<string, number>], # Optional.
+ text_offset: [number], # Optional.
+ }, # Optional.
+ finish_reason: string, # Optional.
+ }
+ ], # Optional.
+}
+
+
+
+
+
+
\ No newline at end of file
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Choice.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Choice.Serialization.cs
new file mode 100644
index 0000000000000..46422ae096f32
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Choice.Serialization.cs
@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Text.Json;
+using Azure;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class Choice
+ {
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Choice.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Choice.cs
new file mode 100644
index 0000000000000..3f210a32f33bc
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Choice.cs
@@ -0,0 +1,40 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+namespace Azure.AI.OpenAI.Models
+{
+ /// Choice model within completion response.
+ public partial class Choice
+ {
+ /// Initializes a new instance of Choice.
+ internal Choice()
+ {
+ }
+
+ /// Initializes a new instance of Choice.
+ ///
+ ///
+ ///
+ ///
+ internal Choice(string text, int? index, CompletionsLogProbsModel logprobs, string finishReason)
+ {
+ Text = text;
+ Index = index;
+ Logprobs = logprobs;
+ FinishReason = finishReason;
+ }
+
+ /// Gets the text.
+ public string Text { get; }
+ /// Gets the index.
+ public int? Index { get; }
+ /// Gets the logprobs.
+ public CompletionsLogProbsModel Logprobs { get; }
+ /// Gets the finish reason.
+ public string FinishReason { get; }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Completion.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Completion.Serialization.cs
new file mode 100644
index 0000000000000..b615f2c1ba8b5
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Completion.Serialization.cs
@@ -0,0 +1,78 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Collections.Generic;
+using System.Text.Json;
+using Azure;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class Completion
+ {
+ internal static Completion DeserializeCompletion(JsonElement element)
+ {
+ Optional id = default;
+ string @object = default;
+ Optional created = default;
+ Optional model = default;
+ Optional> choices = default;
+ foreach (var property in element.EnumerateObject())
+ {
+ if (property.NameEquals("id"))
+ {
+ id = property.Value.GetString();
+ continue;
+ }
+ if (property.NameEquals("object"))
+ {
+ @object = property.Value.GetString();
+ continue;
+ }
+ if (property.NameEquals("created"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ created = null;
+ continue;
+ }
+ created = property.Value.GetInt32();
+ continue;
+ }
+ if (property.NameEquals("model"))
+ {
+ model = property.Value.GetString();
+ continue;
+ }
+ if (property.NameEquals("choices"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ property.ThrowNonNullablePropertyIsNull();
+ continue;
+ }
+ List array = new List();
+ foreach (var item in property.Value.EnumerateArray())
+ {
+ array.Add(Choice.DeserializeChoice(item));
+ }
+ choices = array;
+ continue;
+ }
+ }
+ return new Completion(id, @object, Optional.ToNullable(created), model, Optional.ToList(choices));
+ }
+
+ /// Deserializes the model from a raw response.
+ /// The response to deserialize the model from.
+ internal static Completion FromResponse(Response response)
+ {
+ using var document = JsonDocument.Parse(response.Content);
+ return DeserializeCompletion(document.RootElement);
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Completion.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Completion.cs
new file mode 100644
index 0000000000000..67f5563aa991b
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Completion.cs
@@ -0,0 +1,55 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ /// Expected response schema to completion request.
+ public partial class Completion
+ {
+ /// Initializes a new instance of Completion.
+ ///
+ /// is null.
+ internal Completion(string @object)
+ {
+ Argument.AssertNotNull(@object, nameof(@object));
+
+ Object = @object;
+ Choices = new ChangeTrackingList();
+ }
+
+ /// Initializes a new instance of Completion.
+ ///
+ ///
+ ///
+ ///
+ ///
+ internal Completion(string id, string @object, int? created, string model, IReadOnlyList choices)
+ {
+ Id = id;
+ Object = @object;
+ Created = created;
+ Model = model;
+ Choices = choices.ToList();
+ }
+
+ /// Gets the id.
+ public string Id { get; }
+ /// Gets the object.
+ public string Object { get; }
+ /// Gets the created.
+ public int? Created { get; }
+ /// Gets the model.
+ public string Model { get; }
+ /// Gets the choices.
+ public IReadOnlyList Choices { get; }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsLogProbsModel.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsLogProbsModel.Serialization.cs
new file mode 100644
index 0000000000000..7eeb7df9051a5
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsLogProbsModel.Serialization.cs
@@ -0,0 +1,102 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Collections.Generic;
+using System.Text.Json;
+using Azure;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class CompletionsLogProbsModel
+ {
+ internal static CompletionsLogProbsModel DeserializeCompletionsLogProbsModel(JsonElement element)
+ {
+ Optional> tokens = default;
+ Optional> tokenLogprobs = default;
+ Optional>> topLogprobs = default;
+ Optional> textOffset = default;
+ foreach (var property in element.EnumerateObject())
+ {
+ if (property.NameEquals("tokens"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ property.ThrowNonNullablePropertyIsNull();
+ continue;
+ }
+ List array = new List();
+ foreach (var item in property.Value.EnumerateArray())
+ {
+ array.Add(item.GetString());
+ }
+ tokens = array;
+ continue;
+ }
+ if (property.NameEquals("token_logprobs"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ property.ThrowNonNullablePropertyIsNull();
+ continue;
+ }
+ List array = new List();
+ foreach (var item in property.Value.EnumerateArray())
+ {
+ array.Add(item.GetSingle());
+ }
+ tokenLogprobs = array;
+ continue;
+ }
+ if (property.NameEquals("top_logprobs"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ property.ThrowNonNullablePropertyIsNull();
+ continue;
+ }
+ List> array = new List>();
+ foreach (var item in property.Value.EnumerateArray())
+ {
+ Dictionary dictionary = new Dictionary();
+ foreach (var property0 in item.EnumerateObject())
+ {
+ dictionary.Add(property0.Name, property0.Value.GetSingle());
+ }
+ array.Add(dictionary);
+ }
+ topLogprobs = array;
+ continue;
+ }
+ if (property.NameEquals("text_offset"))
+ {
+ if (property.Value.ValueKind == JsonValueKind.Null)
+ {
+ property.ThrowNonNullablePropertyIsNull();
+ continue;
+ }
+ List array = new List();
+ foreach (var item in property.Value.EnumerateArray())
+ {
+ array.Add(item.GetInt32());
+ }
+ textOffset = array;
+ continue;
+ }
+ }
+ return new CompletionsLogProbsModel(Optional.ToList(tokens), Optional.ToList(tokenLogprobs), Optional.ToList(topLogprobs), Optional.ToList(textOffset));
+ }
+
+ /// Deserializes the model from a raw response.
+ /// The response to deserialize the model from.
+ internal static CompletionsLogProbsModel FromResponse(Response response)
+ {
+ using var document = JsonDocument.Parse(response.Content);
+ return DeserializeCompletionsLogProbsModel(document.RootElement);
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsLogProbsModel.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsLogProbsModel.cs
new file mode 100644
index 0000000000000..6906bd55a70dc
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsLogProbsModel.cs
@@ -0,0 +1,48 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Collections.Generic;
+using System.Linq;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ /// LogProbs model within completion choice.
+ public partial class CompletionsLogProbsModel
+ {
+ /// Initializes a new instance of CompletionsLogProbsModel.
+ internal CompletionsLogProbsModel()
+ {
+ Tokens = new ChangeTrackingList();
+ TokenLogprobs = new ChangeTrackingList();
+ TopLogprobs = new ChangeTrackingList>();
+ TextOffset = new ChangeTrackingList();
+ }
+
+ /// Initializes a new instance of CompletionsLogProbsModel.
+ ///
+ ///
+ ///
+ ///
+ internal CompletionsLogProbsModel(IReadOnlyList tokens, IReadOnlyList tokenLogprobs, IReadOnlyList> topLogprobs, IReadOnlyList textOffset)
+ {
+ Tokens = tokens.ToList();
+ TokenLogprobs = tokenLogprobs.ToList();
+ TopLogprobs = topLogprobs.ToList();
+ TextOffset = textOffset.ToList();
+ }
+
+ /// Gets the tokens.
+ public IReadOnlyList Tokens { get; }
+ /// Gets the token logprobs.
+ public IReadOnlyList TokenLogprobs { get; }
+ /// Gets the top logprobs.
+ public IReadOnlyList> TopLogprobs { get; }
+ /// Gets the text offset.
+ public IReadOnlyList TextOffset { get; }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsRequest.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsRequest.Serialization.cs
new file mode 100644
index 0000000000000..d6208937c25ea
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsRequest.Serialization.cs
@@ -0,0 +1,207 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Text.Json;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class CompletionsRequest : IUtf8JsonSerializable
+ {
+ void IUtf8JsonSerializable.Write(Utf8JsonWriter writer)
+ {
+ writer.WriteStartObject();
+ if (Optional.IsCollectionDefined(Prompt))
+ {
+ writer.WritePropertyName("prompt");
+ writer.WriteStartArray();
+ foreach (var item in Prompt)
+ {
+ writer.WriteStringValue(item);
+ }
+ writer.WriteEndArray();
+ }
+ if (Optional.IsDefined(MaxTokens))
+ {
+ if (MaxTokens != null)
+ {
+ writer.WritePropertyName("max_tokens");
+ writer.WriteNumberValue(MaxTokens.Value);
+ }
+ else
+ {
+ writer.WriteNull("max_tokens");
+ }
+ }
+ if (Optional.IsDefined(Temperature))
+ {
+ if (Temperature != null)
+ {
+ writer.WritePropertyName("temperature");
+ writer.WriteNumberValue(Temperature.Value);
+ }
+ else
+ {
+ writer.WriteNull("temperature");
+ }
+ }
+ if (Optional.IsDefined(TopP))
+ {
+ if (TopP != null)
+ {
+ writer.WritePropertyName("top_p");
+ writer.WriteNumberValue(TopP.Value);
+ }
+ else
+ {
+ writer.WriteNull("top_p");
+ }
+ }
+ if (Optional.IsCollectionDefined(LogitBias))
+ {
+ writer.WritePropertyName("logit_bias");
+ writer.WriteStartObject();
+ foreach (var item in LogitBias)
+ {
+ writer.WritePropertyName(item.Key);
+ writer.WriteNumberValue(item.Value);
+ }
+ writer.WriteEndObject();
+ }
+ if (Optional.IsDefined(User))
+ {
+ writer.WritePropertyName("user");
+ writer.WriteStringValue(User);
+ }
+ if (Optional.IsDefined(N))
+ {
+ if (N != null)
+ {
+ writer.WritePropertyName("n");
+ writer.WriteNumberValue(N.Value);
+ }
+ else
+ {
+ writer.WriteNull("n");
+ }
+ }
+ if (Optional.IsDefined(Stream))
+ {
+ if (Stream != null)
+ {
+ writer.WritePropertyName("stream");
+ writer.WriteBooleanValue(Stream.Value);
+ }
+ else
+ {
+ writer.WriteNull("stream");
+ }
+ }
+ if (Optional.IsDefined(Logprobs))
+ {
+ if (Logprobs != null)
+ {
+ writer.WritePropertyName("logprobs");
+ writer.WriteNumberValue(Logprobs.Value);
+ }
+ else
+ {
+ writer.WriteNull("logprobs");
+ }
+ }
+ if (Optional.IsDefined(Model))
+ {
+ writer.WritePropertyName("model");
+ writer.WriteStringValue(Model);
+ }
+ if (Optional.IsDefined(Echo))
+ {
+ if (Echo != null)
+ {
+ writer.WritePropertyName("echo");
+ writer.WriteBooleanValue(Echo.Value);
+ }
+ else
+ {
+ writer.WriteNull("echo");
+ }
+ }
+ if (Optional.IsCollectionDefined(Stop))
+ {
+ writer.WritePropertyName("stop");
+ writer.WriteStartArray();
+ foreach (var item in Stop)
+ {
+ writer.WriteStringValue(item);
+ }
+ writer.WriteEndArray();
+ }
+ if (Optional.IsDefined(CompletionConfig))
+ {
+ writer.WritePropertyName("completion_config");
+ writer.WriteStringValue(CompletionConfig);
+ }
+ if (Optional.IsDefined(CacheLevel))
+ {
+ if (CacheLevel != null)
+ {
+ writer.WritePropertyName("cache_level");
+ writer.WriteNumberValue(CacheLevel.Value);
+ }
+ else
+ {
+ writer.WriteNull("cache_level");
+ }
+ }
+ if (Optional.IsDefined(PresencePenalty))
+ {
+ if (PresencePenalty != null)
+ {
+ writer.WritePropertyName("presence_penalty");
+ writer.WriteNumberValue(PresencePenalty.Value);
+ }
+ else
+ {
+ writer.WriteNull("presence_penalty");
+ }
+ }
+ if (Optional.IsDefined(FrequencyPenalty))
+ {
+ if (FrequencyPenalty != null)
+ {
+ writer.WritePropertyName("frequency_penalty");
+ writer.WriteNumberValue(FrequencyPenalty.Value);
+ }
+ else
+ {
+ writer.WriteNull("frequency_penalty");
+ }
+ }
+ if (Optional.IsDefined(BestOf))
+ {
+ if (BestOf != null)
+ {
+ writer.WritePropertyName("best_of");
+ writer.WriteNumberValue(BestOf.Value);
+ }
+ else
+ {
+ writer.WriteNull("best_of");
+ }
+ }
+ writer.WriteEndObject();
+ }
+
+ /// Convert into a Utf8JsonRequestContent.
+ internal virtual RequestContent ToRequestContent()
+ {
+ var content = new Utf8JsonRequestContent();
+ content.JsonWriter.WriteObjectValue(this);
+ return content;
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsRequest.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsRequest.cs
new file mode 100644
index 0000000000000..b0ebd03b216dc
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/CompletionsRequest.cs
@@ -0,0 +1,59 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Collections.Generic;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ /// Post body schema to create a prompt completion from a deployment.
+ public partial class CompletionsRequest
+ {
+ /// Initializes a new instance of CompletionsRequest.
+ public CompletionsRequest()
+ {
+ Prompt = new ChangeTrackingList();
+ LogitBias = new ChangeTrackingDictionary();
+ Stop = new ChangeTrackingList();
+ }
+
+ /// Gets the prompt.
+ public IList Prompt { get; }
+ /// Gets or sets the max tokens.
+ public int? MaxTokens { get; set; }
+ /// Gets or sets the temperature.
+ public float? Temperature { get; set; }
+ /// Gets or sets the top p.
+ public float? TopP { get; set; }
+ /// Gets the logit bias.
+ public IDictionary LogitBias { get; }
+ /// Gets or sets the user.
+ public string User { get; set; }
+ /// Gets or sets the n.
+ public int? N { get; set; }
+ /// Gets or sets the stream.
+ public bool? Stream { get; set; }
+ /// Gets or sets the logprobs.
+ public int? Logprobs { get; set; }
+ /// Gets or sets the model.
+ public string Model { get; set; }
+ /// Gets or sets the echo.
+ public bool? Echo { get; set; }
+ /// Gets the stop.
+ public IList Stop { get; }
+ /// Gets or sets the completion config.
+ public string CompletionConfig { get; set; }
+ /// Gets or sets the cache level.
+ public int? CacheLevel { get; set; }
+ /// Gets or sets the presence penalty.
+ public float? PresencePenalty { get; set; }
+ /// Gets or sets the frequency penalty.
+ public float? FrequencyPenalty { get; set; }
+ /// Gets or sets the best of.
+ public int? BestOf { get; set; }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingItem.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingItem.Serialization.cs
new file mode 100644
index 0000000000000..91e8cbe5d26dd
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingItem.Serialization.cs
@@ -0,0 +1,56 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Collections.Generic;
+using System.Text.Json;
+using Azure;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class EmbeddingItem
+ {
+ internal static EmbeddingItem DeserializeEmbeddingItem(JsonElement element)
+ {
+ string @object = default;
+ IReadOnlyList embedding = default;
+ int index = default;
+ foreach (var property in element.EnumerateObject())
+ {
+ if (property.NameEquals("object"))
+ {
+ @object = property.Value.GetString();
+ continue;
+ }
+ if (property.NameEquals("embedding"))
+ {
+ List array = new List();
+ foreach (var item in property.Value.EnumerateArray())
+ {
+ array.Add(item.GetSingle());
+ }
+ embedding = array;
+ continue;
+ }
+ if (property.NameEquals("index"))
+ {
+ index = property.Value.GetInt32();
+ continue;
+ }
+ }
+ return new EmbeddingItem(@object, embedding, index);
+ }
+
+ /// Deserializes the model from a raw response.
+ /// The response to deserialize the model from.
+ internal static EmbeddingItem FromResponse(Response response)
+ {
+ using var document = JsonDocument.Parse(response.Content);
+ return DeserializeEmbeddingItem(document.RootElement);
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingItem.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingItem.cs
new file mode 100644
index 0000000000000..0f0d95e791b4c
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingItem.cs
@@ -0,0 +1,51 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ /// The EmbeddingItem.
+ public partial class EmbeddingItem
+ {
+ /// Initializes a new instance of EmbeddingItem.
+ ///
+ ///
+ ///
+ /// or is null.
+ internal EmbeddingItem(string @object, IEnumerable embedding, int index)
+ {
+ Argument.AssertNotNull(@object, nameof(@object));
+ Argument.AssertNotNull(embedding, nameof(embedding));
+
+ Object = @object;
+ Embedding = embedding.ToList();
+ Index = index;
+ }
+
+ /// Initializes a new instance of EmbeddingItem.
+ ///
+ ///
+ ///
+ internal EmbeddingItem(string @object, IReadOnlyList embedding, int index)
+ {
+ Object = @object;
+ Embedding = embedding.ToList();
+ Index = index;
+ }
+
+ /// Gets the object.
+ public string Object { get; }
+ /// Gets the embedding.
+ public IReadOnlyList Embedding { get; }
+ /// Gets the index.
+ public int Index { get; }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Embeddings.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Embeddings.Serialization.cs
new file mode 100644
index 0000000000000..5a8ebf9326c16
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Embeddings.Serialization.cs
@@ -0,0 +1,50 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Collections.Generic;
+using System.Text.Json;
+using Azure;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class Embeddings
+ {
+ internal static Embeddings DeserializeEmbeddings(JsonElement element)
+ {
+ string @object = default;
+ IReadOnlyList data = default;
+ foreach (var property in element.EnumerateObject())
+ {
+ if (property.NameEquals("object"))
+ {
+ @object = property.Value.GetString();
+ continue;
+ }
+ if (property.NameEquals("data"))
+ {
+ List array = new List();
+ foreach (var item in property.Value.EnumerateArray())
+ {
+ array.Add(EmbeddingItem.DeserializeEmbeddingItem(item));
+ }
+ data = array;
+ continue;
+ }
+ }
+ return new Embeddings(@object, data);
+ }
+
+ /// Deserializes the model from a raw response.
+ /// The response to deserialize the model from.
+ internal static Embeddings FromResponse(Response response)
+ {
+ using var document = JsonDocument.Parse(response.Content);
+ return DeserializeEmbeddings(document.RootElement);
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Embeddings.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Embeddings.cs
new file mode 100644
index 0000000000000..ec1fb0e301bdc
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/Embeddings.cs
@@ -0,0 +1,45 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ /// The Embeddings.
+ public partial class Embeddings
+ {
+ /// Initializes a new instance of Embeddings.
+ ///
+ ///
+ /// or is null.
+ internal Embeddings(string @object, IEnumerable data)
+ {
+ Argument.AssertNotNull(@object, nameof(@object));
+ Argument.AssertNotNull(data, nameof(data));
+
+ Object = @object;
+ Data = data.ToList();
+ }
+
+ /// Initializes a new instance of Embeddings.
+ ///
+ ///
+ internal Embeddings(string @object, IReadOnlyList data)
+ {
+ Object = @object;
+ Data = data.ToList();
+ }
+
+ /// Gets the object.
+ public string Object { get; }
+ /// Gets the data.
+ public IReadOnlyList Data { get; }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingsRequest.Serialization.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingsRequest.Serialization.cs
new file mode 100644
index 0000000000000..30fa9db889fed
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingsRequest.Serialization.cs
@@ -0,0 +1,46 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System.Text.Json;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ public partial class EmbeddingsRequest : IUtf8JsonSerializable
+ {
+ void IUtf8JsonSerializable.Write(Utf8JsonWriter writer)
+ {
+ writer.WriteStartObject();
+ if (Optional.IsDefined(User))
+ {
+ writer.WritePropertyName("user");
+ writer.WriteStringValue(User);
+ }
+ if (Optional.IsDefined(InputType))
+ {
+ writer.WritePropertyName("input_type");
+ writer.WriteStringValue(InputType);
+ }
+ if (Optional.IsDefined(Model))
+ {
+ writer.WritePropertyName("model");
+ writer.WriteStringValue(Model);
+ }
+ writer.WritePropertyName("input");
+ writer.WriteStringValue(Input);
+ writer.WriteEndObject();
+ }
+
+ /// Convert into a Utf8JsonRequestContent.
+ internal virtual RequestContent ToRequestContent()
+ {
+ var content = new Utf8JsonRequestContent();
+ content.JsonWriter.WriteObjectValue(this);
+ return content;
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingsRequest.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingsRequest.cs
new file mode 100644
index 0000000000000..23ddea19c6203
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/Models/EmbeddingsRequest.cs
@@ -0,0 +1,35 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI.Models
+{
+ /// The EmbeddingsRequest.
+ public partial class EmbeddingsRequest
+ {
+ /// Initializes a new instance of EmbeddingsRequest.
+ ///
+ /// is null.
+ public EmbeddingsRequest(string input)
+ {
+ Argument.AssertNotNull(input, nameof(input));
+
+ Input = input;
+ }
+
+ /// Gets or sets the user.
+ public string User { get; set; }
+ /// Gets or sets the input type.
+ public string InputType { get; set; }
+ /// Gets or sets the model.
+ public string Model { get; set; }
+ /// Gets the input.
+ public string Input { get; }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/OpenAIClient.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/OpenAIClient.cs
new file mode 100644
index 0000000000000..8360a448eb512
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/OpenAIClient.cs
@@ -0,0 +1,333 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System;
+using System.Threading;
+using System.Threading.Tasks;
+using Azure;
+using Azure.AI.OpenAI.Models;
+using Azure.Core;
+using Azure.Core.Pipeline;
+
+namespace Azure.AI.OpenAI
+{
+ // Data plane generated client.
+ /// Azure OpenAI APIs for completions and search.
+ public partial class OpenAIClient
+ {
+ private const string AuthorizationHeader = "api-key";
+ private readonly AzureKeyCredential _keyCredential;
+ private static readonly string[] AuthorizationScopes = new string[] { "https://cognitiveservices.azure.com/.default" };
+ private readonly TokenCredential _tokenCredential;
+ private readonly HttpPipeline _pipeline;
+ private readonly Uri _endpoint;
+ private readonly string _apiVersion;
+
+ /// The ClientDiagnostics is used to provide tracing support for the client library.
+ internal ClientDiagnostics ClientDiagnostics { get; }
+
+ /// The HTTP pipeline for sending and receiving REST requests and responses.
+ public virtual HttpPipeline Pipeline => _pipeline;
+
+ /// Initializes a new instance of OpenAIClient for mocking.
+ protected OpenAIClient()
+ {
+ }
+
+ /// Initializes a new instance of OpenAIClient.
+ ///
+ /// Supported Cognitive Services endpoints (protocol and hostname, for example:
+ /// https://westus.api.cognitive.microsoft.com).
+ ///
+ /// A credential used to authenticate to an Azure Service.
+ /// or is null.
+ public OpenAIClient(Uri endpoint, AzureKeyCredential credential) : this(endpoint, credential, new OpenAIClientOptions())
+ {
+ }
+
+ /// Initializes a new instance of OpenAIClient.
+ ///
+ /// Supported Cognitive Services endpoints (protocol and hostname, for example:
+ /// https://westus.api.cognitive.microsoft.com).
+ ///
+ /// A credential used to authenticate to an Azure Service.
+ /// or is null.
+ public OpenAIClient(Uri endpoint, TokenCredential credential) : this(endpoint, credential, new OpenAIClientOptions())
+ {
+ }
+
+ /// Initializes a new instance of OpenAIClient.
+ ///
+ /// Supported Cognitive Services endpoints (protocol and hostname, for example:
+ /// https://westus.api.cognitive.microsoft.com).
+ ///
+ /// A credential used to authenticate to an Azure Service.
+ /// The options for configuring the client.
+ /// or is null.
+ public OpenAIClient(Uri endpoint, AzureKeyCredential credential, OpenAIClientOptions options)
+ {
+ Argument.AssertNotNull(endpoint, nameof(endpoint));
+ Argument.AssertNotNull(credential, nameof(credential));
+ options ??= new OpenAIClientOptions();
+
+ ClientDiagnostics = new ClientDiagnostics(options, true);
+ _keyCredential = credential;
+ _pipeline = HttpPipelineBuilder.Build(options, Array.Empty(), new HttpPipelinePolicy[] { new AzureKeyCredentialPolicy(_keyCredential, AuthorizationHeader) }, new ResponseClassifier());
+ _endpoint = endpoint;
+ _apiVersion = options.Version;
+ }
+
+ /// Initializes a new instance of OpenAIClient.
+ ///
+ /// Supported Cognitive Services endpoints (protocol and hostname, for example:
+ /// https://westus.api.cognitive.microsoft.com).
+ ///
+ /// A credential used to authenticate to an Azure Service.
+ /// The options for configuring the client.
+ /// or is null.
+ public OpenAIClient(Uri endpoint, TokenCredential credential, OpenAIClientOptions options)
+ {
+ Argument.AssertNotNull(endpoint, nameof(endpoint));
+ Argument.AssertNotNull(credential, nameof(credential));
+ options ??= new OpenAIClientOptions();
+
+ ClientDiagnostics = new ClientDiagnostics(options, true);
+ _tokenCredential = credential;
+ _pipeline = HttpPipelineBuilder.Build(options, Array.Empty(), new HttpPipelinePolicy[] { new BearerTokenAuthenticationPolicy(_tokenCredential, AuthorizationScopes) }, new ResponseClassifier());
+ _endpoint = endpoint;
+ _apiVersion = options.Version;
+ }
+
+ /// Return the embeddings for a given prompt.
+ /// deployment id of the deployed model.
+ /// The EmbeddingsRequest to use.
+ /// The cancellation token to use.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ public virtual async Task> EmbeddingsAsync(string deploymentId, EmbeddingsRequest embeddingsRequest, CancellationToken cancellationToken = default)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(embeddingsRequest, nameof(embeddingsRequest));
+
+ RequestContext context = FromCancellationToken(cancellationToken);
+ Response response = await EmbeddingsAsync(deploymentId, embeddingsRequest.ToRequestContent(), context).ConfigureAwait(false);
+ return Response.FromValue(Models.Embeddings.FromResponse(response), response);
+ }
+
+ /// Return the embeddings for a given prompt.
+ /// deployment id of the deployed model.
+ /// The EmbeddingsRequest to use.
+ /// The cancellation token to use.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ public virtual Response Embeddings(string deploymentId, EmbeddingsRequest embeddingsRequest, CancellationToken cancellationToken = default)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(embeddingsRequest, nameof(embeddingsRequest));
+
+ RequestContext context = FromCancellationToken(cancellationToken);
+ Response response = Embeddings(deploymentId, embeddingsRequest.ToRequestContent(), context);
+ return Response.FromValue(Models.Embeddings.FromResponse(response), response);
+ }
+
+ /// Return the embeddings for a given prompt.
+ /// deployment id of the deployed model.
+ /// The content to send as the body of the request. Details of the request body schema are in the Remarks section below.
+ /// The request context, which can override default behaviors of the client pipeline on a per-call basis.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ /// Service returned a non-success status code.
+ /// The response returned from the service. Details of the response body schema are in the Remarks section below.
+ ///
+ public virtual async Task EmbeddingsAsync(string deploymentId, RequestContent content, RequestContext context = null)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(content, nameof(content));
+
+ using var scope = ClientDiagnostics.CreateScope("OpenAIClient.Embeddings");
+ scope.Start();
+ try
+ {
+ using HttpMessage message = CreateEmbeddingsRequest(deploymentId, content, context);
+ return await _pipeline.ProcessMessageAsync(message, context).ConfigureAwait(false);
+ }
+ catch (Exception e)
+ {
+ scope.Failed(e);
+ throw;
+ }
+ }
+
+ /// Return the embeddings for a given prompt.
+ /// deployment id of the deployed model.
+ /// The content to send as the body of the request. Details of the request body schema are in the Remarks section below.
+ /// The request context, which can override default behaviors of the client pipeline on a per-call basis.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ /// Service returned a non-success status code.
+ /// The response returned from the service. Details of the response body schema are in the Remarks section below.
+ ///
+ public virtual Response Embeddings(string deploymentId, RequestContent content, RequestContext context = null)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(content, nameof(content));
+
+ using var scope = ClientDiagnostics.CreateScope("OpenAIClient.Embeddings");
+ scope.Start();
+ try
+ {
+ using HttpMessage message = CreateEmbeddingsRequest(deploymentId, content, context);
+ return _pipeline.ProcessMessage(message, context);
+ }
+ catch (Exception e)
+ {
+ scope.Failed(e);
+ throw;
+ }
+ }
+
+ /// Return the completions for a given prompt.
+ /// deployment id of the deployed model.
+ /// Post body schema to create a prompt completion from a deployment.
+ /// The cancellation token to use.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ public virtual async Task> CompletionsAsync(string deploymentId, CompletionsRequest completionsRequest, CancellationToken cancellationToken = default)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(completionsRequest, nameof(completionsRequest));
+
+ RequestContext context = FromCancellationToken(cancellationToken);
+ Response response = await CompletionsAsync(deploymentId, completionsRequest.ToRequestContent(), context).ConfigureAwait(false);
+ return Response.FromValue(Completion.FromResponse(response), response);
+ }
+
+ /// Return the completions for a given prompt.
+ /// deployment id of the deployed model.
+ /// Post body schema to create a prompt completion from a deployment.
+ /// The cancellation token to use.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ public virtual Response Completions(string deploymentId, CompletionsRequest completionsRequest, CancellationToken cancellationToken = default)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(completionsRequest, nameof(completionsRequest));
+
+ RequestContext context = FromCancellationToken(cancellationToken);
+ Response response = Completions(deploymentId, completionsRequest.ToRequestContent(), context);
+ return Response.FromValue(Completion.FromResponse(response), response);
+ }
+
+ /// Return the completions for a given prompt.
+ /// deployment id of the deployed model.
+ /// The content to send as the body of the request. Details of the request body schema are in the Remarks section below.
+ /// The request context, which can override default behaviors of the client pipeline on a per-call basis.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ /// Service returned a non-success status code.
+ /// The response returned from the service. Details of the response body schema are in the Remarks section below.
+ ///
+ public virtual async Task CompletionsAsync(string deploymentId, RequestContent content, RequestContext context = null)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(content, nameof(content));
+
+ using var scope = ClientDiagnostics.CreateScope("OpenAIClient.Completions");
+ scope.Start();
+ try
+ {
+ using HttpMessage message = CreateCompletionsRequest(deploymentId, content, context);
+ return await _pipeline.ProcessMessageAsync(message, context).ConfigureAwait(false);
+ }
+ catch (Exception e)
+ {
+ scope.Failed(e);
+ throw;
+ }
+ }
+
+ /// Return the completions for a given prompt.
+ /// deployment id of the deployed model.
+ /// The content to send as the body of the request. Details of the request body schema are in the Remarks section below.
+ /// The request context, which can override default behaviors of the client pipeline on a per-call basis.
+ /// or is null.
+ /// is an empty string, and was expected to be non-empty.
+ /// Service returned a non-success status code.
+ /// The response returned from the service. Details of the response body schema are in the Remarks section below.
+ ///
+ public virtual Response Completions(string deploymentId, RequestContent content, RequestContext context = null)
+ {
+ Argument.AssertNotNullOrEmpty(deploymentId, nameof(deploymentId));
+ Argument.AssertNotNull(content, nameof(content));
+
+ using var scope = ClientDiagnostics.CreateScope("OpenAIClient.Completions");
+ scope.Start();
+ try
+ {
+ using HttpMessage message = CreateCompletionsRequest(deploymentId, content, context);
+ return _pipeline.ProcessMessage(message, context);
+ }
+ catch (Exception e)
+ {
+ scope.Failed(e);
+ throw;
+ }
+ }
+
+ internal HttpMessage CreateEmbeddingsRequest(string deploymentId, RequestContent content, RequestContext context)
+ {
+ var message = _pipeline.CreateMessage(context, ResponseClassifier200);
+ var request = message.Request;
+ request.Method = RequestMethod.Post;
+ var uri = new RawRequestUriBuilder();
+ uri.Reset(_endpoint);
+ uri.AppendRaw("/openai", false);
+ uri.AppendPath("/deployments/", false);
+ uri.AppendPath(deploymentId, true);
+ uri.AppendPath("/embeddings", false);
+ uri.AppendQuery("api-version", _apiVersion, true);
+ request.Uri = uri;
+ request.Headers.Add("Accept", "application/json");
+ request.Headers.Add("Content-Type", "application/json");
+ request.Content = content;
+ return message;
+ }
+
+ internal HttpMessage CreateCompletionsRequest(string deploymentId, RequestContent content, RequestContext context)
+ {
+ var message = _pipeline.CreateMessage(context, ResponseClassifier200);
+ var request = message.Request;
+ request.Method = RequestMethod.Post;
+ var uri = new RawRequestUriBuilder();
+ uri.Reset(_endpoint);
+ uri.AppendRaw("/openai", false);
+ uri.AppendPath("/deployments/", false);
+ uri.AppendPath(deploymentId, true);
+ uri.AppendPath("/completions", false);
+ uri.AppendQuery("api-version", _apiVersion, true);
+ request.Uri = uri;
+ request.Headers.Add("Accept", "application/json");
+ request.Headers.Add("Content-Type", "application/json");
+ request.Content = content;
+ return message;
+ }
+
+ private static RequestContext DefaultRequestContext = new RequestContext();
+ internal static RequestContext FromCancellationToken(CancellationToken cancellationToken = default)
+ {
+ if (!cancellationToken.CanBeCanceled)
+ {
+ return DefaultRequestContext;
+ }
+
+ return new RequestContext() { CancellationToken = cancellationToken };
+ }
+
+ private static ResponseClassifier _responseClassifier200;
+ private static ResponseClassifier ResponseClassifier200 => _responseClassifier200 ??= new StatusCodeClassifier(stackalloc ushort[] { 200 });
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Generated/OpenAIClientOptions.cs b/sdk/openai/Azure.AI.OpenAI/src/Generated/OpenAIClientOptions.cs
new file mode 100644
index 0000000000000..90f3a054586e1
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Generated/OpenAIClientOptions.cs
@@ -0,0 +1,37 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+//
+
+#nullable disable
+
+using System;
+using Azure.Core;
+
+namespace Azure.AI.OpenAI
+{
+ /// Client options for OpenAIClient.
+ public partial class OpenAIClientOptions : ClientOptions
+ {
+ private const ServiceVersion LatestVersion = ServiceVersion.V2022_06_01_Preview;
+
+ /// The version of the service to use.
+ public enum ServiceVersion
+ {
+ /// Service version "2022-06-01-preview".
+ V2022_06_01_Preview = 1,
+ }
+
+ internal string Version { get; }
+
+ /// Initializes new instance of OpenAIClientOptions.
+ public OpenAIClientOptions(ServiceVersion version = LatestVersion)
+ {
+ Version = version switch
+ {
+ ServiceVersion.V2022_06_01_Preview => "2022-06-01-preview",
+ _ => throw new NotSupportedException()
+ };
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/src/Properties/AssemblyInfo.cs b/sdk/openai/Azure.AI.OpenAI/src/Properties/AssemblyInfo.cs
new file mode 100644
index 0000000000000..c560e8a4ed07d
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/Properties/AssemblyInfo.cs
@@ -0,0 +1,4 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+[assembly: Azure.Core.AzureResourceProviderNamespace("Microsoft.Insights")]
diff --git a/sdk/openai/Azure.AI.OpenAI/src/cadl-location.yaml b/sdk/openai/Azure.AI.OpenAI/src/cadl-location.yaml
new file mode 100644
index 0000000000000..c3490cd4e210a
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/src/cadl-location.yaml
@@ -0,0 +1,5 @@
+directory: specification/cognitiveservices/OpenAI.Inference
+additionalDirectories:
+ - specification/cognitiveservices/OpenAI.Authoring
+commit: 2d117bc4a3b76a1333540d342406bd8022fec618
+repo: Azure/azure-rest-api-specs
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/Azure.AI.OpenAI.Tests.csproj b/sdk/openai/Azure.AI.OpenAI/tests/Azure.AI.OpenAI.Tests.csproj
new file mode 100644
index 0000000000000..35778e712eddc
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/Azure.AI.OpenAI.Tests.csproj
@@ -0,0 +1,28 @@
+
+
+ $(RequiredTargetFrameworks)
+
+
+ $(NoWarn);CS1591
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/OpenAIInferenceTests.cs b/sdk/openai/Azure.AI.OpenAI/tests/OpenAIInferenceTests.cs
new file mode 100644
index 0000000000000..01ba51e09b33a
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/OpenAIInferenceTests.cs
@@ -0,0 +1,58 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using NUnit.Framework;
+using Azure.AI.OpenAI.Models;
+using Azure.Core.TestFramework;
+using System.Threading.Tasks;
+
+namespace Azure.AI.OpenAI.Tests
+{
+ public class OpenAIInferenceTests : OpenAITestBase
+ {
+ public OpenAIInferenceTests(bool isAsync)
+ : base(isAsync)//, RecordedTestMode.Record)
+ {
+ }
+
+ ///
+ /// Test an instance of OpenAIClient.
+ ///
+ [RecordedTest]
+ public void InstanceTest()
+ {
+ var client = GetClient();
+ Assert.That(client, Is.InstanceOf());
+ var tokenClient = GetClientWithToken();
+ Assert.That(tokenClient, Is.InstanceOf());
+ }
+
+ ///
+ /// Test Completion.
+ ///
+ [RecordedTest]
+ public async Task CompletionTest()
+ {
+ var client = GetClient();
+ CompletionsRequest completionsRequest = new CompletionsRequest();
+ completionsRequest.Prompt.Add("Hello world");
+ completionsRequest.Prompt.Add("running over the same old ground");
+ Assert.That(completionsRequest, Is.InstanceOf());
+ var response = await client.CompletionsAsync(DeploymentId, completionsRequest);
+ Assert.That(response, Is.InstanceOf>());
+ }
+
+ ///
+ /// Test Embeddings.
+ ///
+ [RecordedTest]
+ public async Task EmbeddingTest()
+ {
+ var client = GetClient();
+ EmbeddingsRequest embeddingsRequest = new EmbeddingsRequest("Your text string goes here");
+ Assert.That(embeddingsRequest, Is.InstanceOf());
+ var response = await client.EmbeddingsAsync(EmbeddingsDeploymentId, embeddingsRequest);
+ Assert.That(response, Is.InstanceOf>());
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/OpenAITestBase.cs b/sdk/openai/Azure.AI.OpenAI/tests/OpenAITestBase.cs
new file mode 100644
index 0000000000000..d5ab8de71ef3a
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/OpenAITestBase.cs
@@ -0,0 +1,146 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using System;
+using System.Linq;
+using Azure.Core;
+using Azure.Core.TestFramework;
+using Azure.Identity;
+using Azure.ResourceManager;
+using Azure.ResourceManager.CognitiveServices;
+using Azure.ResourceManager.CognitiveServices.Models;
+using Azure.ResourceManager.Resources;
+using NUnit.Framework;
+
+namespace Azure.AI.OpenAI.Tests
+{
+ public abstract class OpenAITestBase : RecordedTestBase
+ {
+ private const string DeploymentIdVariable = "OPENAI_DEPLOYMENT_ID";
+ private const string EmbeddingsDeploymentIdVariable = "OPENAI_EMBEDDINGS_DEPLOYMENT_ID";
+ private const string EndpointVariable = "OPENAI_ENDPOINT";
+ private const string ResourceGroupName = "openai-test-rg";
+ private const string CognitiveServicesAccountName = "openai-test-account";
+ private const string SubDomain = "sdk";
+ private static AzureLocation Location = AzureLocation.SouthCentralUS;
+ private CognitiveServicesAccountResource _cognitiveServiceAccount;
+ private string _key = "DUMMY_VALUE";
+ private string _endpoint;
+
+ protected OpenAITestBase(bool isAsync, RecordedTestMode? mode = null) : base(isAsync, mode)
+ {
+ HeaderRegexSanitizers.Add(new Core.TestFramework.Models.HeaderRegexSanitizer("api-key", "***********"));
+ }
+
+ private static readonly object _deploymentIdLock = new object();
+ [SetUp]
+ public void CreateDeployment()
+ {
+ if (Mode == RecordedTestMode.Playback)
+ {
+ DeploymentId = Recording.GetVariable(DeploymentIdVariable, null);
+ EmbeddingsDeploymentId = Recording.GetVariable(EmbeddingsDeploymentIdVariable, null);
+ _endpoint = Recording.GetVariable(EndpointVariable, null);
+ }
+
+ if ((Mode == RecordedTestMode.Live || Mode == RecordedTestMode.Record) && (DeploymentId == null || EmbeddingsDeploymentId == null))
+ {
+ lock (_deploymentIdLock)
+ {
+ if (DeploymentId == null || EmbeddingsDeploymentId == null)
+ {
+ ArmClient armClient = new ArmClient(TestEnvironment.Credential);
+ var subscription = armClient.GetSubscriptionResource(SubscriptionResource.CreateResourceIdentifier(TestEnvironment.SubscriptionId));
+
+ ResourceGroupResource resourceGroup = CreateResourceGroupIfNotExists(subscription);
+
+ CreateCognitiveServicesAccountIfNotExists(armClient, resourceGroup);
+
+ _endpoint = _cognitiveServiceAccount.Data.Properties.Endpoint;
+ Recording.SetVariable(EndpointVariable, _endpoint);
+
+ CognitiveServicesAccountDeploymentResource modelDeployment = CreateModelDeploymentIfNotExists("text-davinci-002");
+ CognitiveServicesAccountDeploymentResource embeddingsModelDeployment = CreateModelDeploymentIfNotExists("text-similarity-davinci-001");
+
+ DeploymentId = modelDeployment.Id.Name;
+ Recording.SetVariable(DeploymentIdVariable, DeploymentId);
+ EmbeddingsDeploymentId = embeddingsModelDeployment.Id.Name;
+ Recording.SetVariable(EmbeddingsDeploymentIdVariable, EmbeddingsDeploymentId);
+
+ var keys = _cognitiveServiceAccount.GetKeys();
+ _key = keys.Value.Key1;
+ }
+ }
+ }
+ }
+
+ private CognitiveServicesAccountDeploymentResource CreateModelDeploymentIfNotExists(string modelName)
+ {
+ var models = _cognitiveServiceAccount.GetModels();
+ var model = models.FirstOrDefault(m => m.Name == modelName);
+ if (model == null)
+ throw new Exception($"No models available for {_cognitiveServiceAccount.Id}");
+
+ var deploymentData = new CognitiveServicesAccountDeploymentData();
+ deploymentData.Properties = new CognitiveServicesAccountDeploymentProperties();
+ deploymentData.Properties.Model = new CognitiveServicesAccountDeploymentModel();
+ deploymentData.Properties.Model.Format = model.Format;
+ deploymentData.Properties.Model.Name = model.Name;
+ deploymentData.Properties.Model.Version = model.Version;
+ deploymentData.Properties.ScaleSettings = new CognitiveServicesAccountDeploymentScaleSettings();
+ deploymentData.Properties.ScaleSettings.ScaleType = CognitiveServicesAccountDeploymentScaleType.Standard;
+
+ var modelDeployment = _cognitiveServiceAccount.GetCognitiveServicesAccountDeployments().Exists(model.Name)
+ ? _cognitiveServiceAccount.GetCognitiveServicesAccountDeployment(model.Name)
+ : _cognitiveServiceAccount.GetCognitiveServicesAccountDeployments().CreateOrUpdate(WaitUntil.Completed, model.Name, deploymentData).Value;
+ return modelDeployment;
+ }
+
+ private void CreateCognitiveServicesAccountIfNotExists(ArmClient armClient, ResourceGroupResource resourceGroup)
+ {
+ var csaData = new CognitiveServicesAccountData(Location);
+ csaData.Kind = "OpenAI";
+ csaData.Sku = new CognitiveServicesSku("S0");
+ csaData.Properties = new CognitiveServicesAccountProperties();
+ csaData.Properties.CustomSubDomainName = SubDomain;
+ try
+ {
+ _cognitiveServiceAccount = resourceGroup.GetCognitiveServicesAccounts().Exists(CognitiveServicesAccountName)
+ ? resourceGroup.GetCognitiveServicesAccounts().Get(CognitiveServicesAccountName)
+ : resourceGroup.GetCognitiveServicesAccounts().CreateOrUpdate(WaitUntil.Completed, CognitiveServicesAccountName, csaData).Value;
+ }
+ catch (RequestFailedException ex) when (ex.Status == 409)
+ {
+ var deletedAccountId = CognitiveServicesDeletedAccountResource.CreateResourceIdentifier(TestEnvironment.SubscriptionId, Location, ResourceGroupName, CognitiveServicesAccountName);
+ var deletedAccount = armClient.GetCognitiveServicesDeletedAccountResource(deletedAccountId);
+ deletedAccount.Delete(WaitUntil.Completed);
+ _cognitiveServiceAccount = resourceGroup.GetCognitiveServicesAccounts().CreateOrUpdate(WaitUntil.Completed, CognitiveServicesAccountName, csaData).Value;
+ }
+ }
+
+ private static ResourceGroupResource CreateResourceGroupIfNotExists(SubscriptionResource subscription)
+ {
+ var rgData = new ResourceGroupData(Location);
+ rgData.Tags.Add("DeleteAfter", DateTime.Now.AddDays(2).ToString("MM/dd/yyyy hh:mm:sszzz"));
+ var resourceGroup = subscription.GetResourceGroups().Exists(ResourceGroupName)
+ ? subscription.GetResourceGroup(ResourceGroupName)
+ : subscription.GetResourceGroups().CreateOrUpdate(WaitUntil.Completed, ResourceGroupName, rgData).Value;
+ return resourceGroup;
+ }
+
+ public string DeploymentId { get; private set; }
+ public string EmbeddingsDeploymentId { get; private set; }
+
+ protected OpenAIClient GetClient() => InstrumentClient(
+ new OpenAIClient(
+ new Uri(_endpoint),
+ new AzureKeyCredential(_key),
+ InstrumentClientOptions(new OpenAIClientOptions(OpenAIClientOptions.ServiceVersion.V2022_06_01_Preview))));
+
+ protected OpenAIClient GetClientWithToken() => InstrumentClient(
+ new OpenAIClient(
+ new Uri(_endpoint),
+ TestEnvironment.Credential,
+ InstrumentClientOptions(new OpenAIClientOptions(OpenAIClientOptions.ServiceVersion.V2022_06_01_Preview))));
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/OpenAITestEnvironment.cs b/sdk/openai/Azure.AI.OpenAI/tests/OpenAITestEnvironment.cs
new file mode 100644
index 0000000000000..93302399a7966
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/OpenAITestEnvironment.cs
@@ -0,0 +1,11 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using Azure.Core.TestFramework;
+
+namespace Azure.AI.OpenAI.Tests
+{
+ public class OpenAITestEnvironment : TestEnvironment
+ {
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/Samples/Readme.cs b/sdk/openai/Azure.AI.OpenAI/tests/Samples/Readme.cs
new file mode 100644
index 0000000000000..74d8aaef68542
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/Samples/Readme.cs
@@ -0,0 +1,33 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using System;
+using Azure.AI.OpenAI.Models;
+using NUnit.Framework;
+
+namespace Azure.AI.OpenAI.Tests.Samples
+{
+ internal class Readme
+ {
+ [Test]
+ [Ignore("Only verifying that the sample builds")]
+ public void CastingToSpecificType()
+ {
+ #region Snippet:Azure_OpenAI_GetSecret
+ string endpoint = "http://myaccount.openai.azure.com/";
+ string key = "myKey";
+
+ OpenAIClient client = new OpenAIClient(new Uri(endpoint), new AzureKeyCredential(key));
+ CompletionsRequest completionsRequest = new CompletionsRequest();
+ completionsRequest.Prompt.Add("Hello world");
+ completionsRequest.Prompt.Add("running over the same old ground");
+ Completion response = client.Completions("myModelDeployment", completionsRequest);
+
+ foreach (Choice choice in response.Choices)
+ {
+ Console.WriteLine(choice.Text);
+ }
+ #endregion Snippet:Azure_OpenAI_GetSecret
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/Samples/Sample01_Chatbot.cs b/sdk/openai/Azure.AI.OpenAI/tests/Samples/Sample01_Chatbot.cs
new file mode 100644
index 0000000000000..0ee9a24b3098e
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/Samples/Sample01_Chatbot.cs
@@ -0,0 +1,44 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using System;
+using System.Collections.Generic;
+using Azure.AI.OpenAI.Models;
+using NUnit.Framework;
+
+namespace Azure.AI.OpenAI.Tests.Samples
+{
+ public partial class Chatbot
+ {
+ [Test]
+ [Ignore("Only verifying that the sample builds")]
+ public void GetChatbotResponses()
+ {
+ // Replace with your Azure subscription key
+ string key = "YOUR_AZURE_KEY";
+ string endpoint = "http://myaccount.openai.azure.com/";
+ OpenAIClient client = new OpenAIClient(new Uri(endpoint), new AzureKeyCredential(key));
+
+ #region Snippet:GenerateChatbotResponses
+ List examplePrompts = new(){
+ "How are you today?",
+ "What is Azure OpenAI?",
+ "Why do children love dinosaurs?",
+ "Generate a proof of Euler's identity",
+ "Describe in single words only the good things that come into your mind about your mother.",
+ };
+
+ foreach (var prompt in examplePrompts)
+ {
+ Console.Write($"Input: {prompt}");
+ var request = new CompletionsRequest();
+ request.Prompt.Add(prompt);
+
+ Completion completion = client.Completions("myModelDeployment", request);
+ var response = completion.Choices[0].Text;
+ Console.WriteLine($"Chatbot: {response}");
+ }
+ #endregion
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/Samples/Sample02_ChatbotWithToken.cs b/sdk/openai/Azure.AI.OpenAI/tests/Samples/Sample02_ChatbotWithToken.cs
new file mode 100644
index 0000000000000..a019fa4253142
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/Samples/Sample02_ChatbotWithToken.cs
@@ -0,0 +1,43 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using System;
+using System.Collections.Generic;
+using Azure.AI.OpenAI.Models;
+using Azure.Identity;
+using NUnit.Framework;
+
+namespace Azure.AI.OpenAI.Tests.Samples
+{
+ public partial class Chatbot
+ {
+ [Test]
+ [Ignore("Only verifying that the sample builds")]
+ public void GetChatbotResponsesWithToken()
+ {
+ #region Snippet:GenerateChatbotResponsesWithToken
+ string endpoint = "http://myaccount.openai.azure.com/";
+ OpenAIClient client = new OpenAIClient(new Uri(endpoint), new DefaultAzureCredential());
+
+ List examplePrompts = new(){
+ "How are you today?",
+ "What is Azure OpenAI?",
+ "Why do children love dinosaurs?",
+ "Generate a proof of Euler's identity",
+ "Describe in single words only the good things that come into your mind about your mother.",
+ };
+
+ foreach (var prompt in examplePrompts)
+ {
+ Console.Write($"Input: {prompt}");
+ var request = new CompletionsRequest();
+ request.Prompt.Add(prompt);
+
+ Completion completion = client.Completions("myModelDeployment", request);
+ var response = completion.Choices[0].Text;
+ Console.WriteLine($"Chatbot: {response}");
+ }
+ #endregion
+ }
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/CompletionTest.json b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/CompletionTest.json
new file mode 100644
index 0000000000000..4cf6bb06e746a
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/CompletionTest.json
@@ -0,0 +1,74 @@
+{
+ "Entries": [
+ {
+ "RequestUri": "https://sdk.openai.azure.com/openai/deployments/text-davinci-002/completions?api-version=2022-06-01-preview",
+ "RequestMethod": "POST",
+ "RequestHeaders": {
+ "Accept": "application/json",
+ "api-key": "***********",
+ "Content-Length": "61",
+ "Content-Type": "application/json",
+ "traceparent": "00-ed2fea002ebd226a165489171f17be07-753ea998bb635611-00",
+ "User-Agent": "azsdk-net-AI.OpenAI/1.0.0-alpha.20230125.1 (.NET 6.0.13; Microsoft Windows 10.0.22621)",
+ "x-ms-client-request-id": "31f157a3afad4bca87bd0ff1ef2aedc4",
+ "x-ms-return-client-request-id": "true"
+ },
+ "RequestBody": {
+ "prompt": [
+ "Hello world",
+ "running over the same old ground"
+ ]
+ },
+ "StatusCode": 200,
+ "ResponseHeaders": {
+ "Access-Control-Allow-Origin": "*",
+ "apim-request-id": "07a8930a-951c-4217-a4f5-473abd1d473a",
+ "Cache-Control": "must-revalidate, no-cache",
+ "Content-Length": "406",
+ "Content-Type": "application/json",
+ "Date": "Wed, 25 Jan 2023 20:21:39 GMT",
+ "openai-model": "text-davinci-002",
+ "openai-processing-ms": "367.4606",
+ "Strict-Transport-Security": "max-age=31536000; includeSubDomains; preload",
+ "x-accel-buffering": "no",
+ "X-Content-Type-Options": "nosniff",
+ "x-ms-client-request-id": "31f157a3afad4bca87bd0ff1ef2aedc4",
+ "x-ms-region": "South Central US",
+ "X-Request-ID": "6cb23388-3a8e-4a87-bb80-f736b8c5e0c4"
+ },
+ "ResponseBody": {
+ "id": "cmpl-6cgZ2OsoZjCT71CjGWYnUErhRLZLa",
+ "object": "text_completion",
+ "created": 1674678100,
+ "model": "text-davinci-002",
+ "choices": [
+ {
+ "text": "\n\u002B// aaaaaaaaaaaa\n",
+ "index": 0,
+ "finish_reason": "stop",
+ "logprobs": null
+ },
+ {
+ "text": " again\n\n repeating the same mistake\n\na worn-out phrase\n\n",
+ "index": 1,
+ "finish_reason": "length",
+ "logprobs": null
+ }
+ ],
+ "usage": {
+ "completion_tokens": 24,
+ "prompt_tokens": 8,
+ "total_tokens": 32
+ }
+ }
+ }
+ ],
+ "Variables": {
+ "AZURE_AUTHORITY_HOST": "https://login.microsoftonline.com",
+ "OPENAI_DEPLOYMENT_ID": "text-davinci-002",
+ "OPENAI_EMBEDDINGS_DEPLOYMENT_ID": "text-similarity-davinci-001",
+ "OPENAI_ENDPOINT": "https://sdk.openai.azure.com/",
+ "RandomSeed": "1158917924",
+ "SUBSCRIPTION_ID": "faa080af-c1d8-40ad-9cce-e1a450ca5b57"
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/CompletionTestAsync.json b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/CompletionTestAsync.json
new file mode 100644
index 0000000000000..24266a718e919
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/CompletionTestAsync.json
@@ -0,0 +1,74 @@
+{
+ "Entries": [
+ {
+ "RequestUri": "https://sdk.openai.azure.com/openai/deployments/text-davinci-002/completions?api-version=2022-06-01-preview",
+ "RequestMethod": "POST",
+ "RequestHeaders": {
+ "Accept": "application/json",
+ "api-key": "***********",
+ "Content-Length": "61",
+ "Content-Type": "application/json",
+ "traceparent": "00-e7b4c527a1c7d191c6f85c9fa8366a20-94c869d64adf89d4-00",
+ "User-Agent": "azsdk-net-AI.OpenAI/1.0.0-alpha.20230125.1 (.NET 6.0.13; Microsoft Windows 10.0.22621)",
+ "x-ms-client-request-id": "90d4fae356b74641b86026f6bc27ec94",
+ "x-ms-return-client-request-id": "true"
+ },
+ "RequestBody": {
+ "prompt": [
+ "Hello world",
+ "running over the same old ground"
+ ]
+ },
+ "StatusCode": 200,
+ "ResponseHeaders": {
+ "Access-Control-Allow-Origin": "*",
+ "apim-request-id": "78ee7455-f60c-44d9-9ec7-a52ec2a7193b",
+ "Cache-Control": "must-revalidate, no-cache",
+ "Content-Length": "453",
+ "Content-Type": "application/json",
+ "Date": "Wed, 25 Jan 2023 20:21:42 GMT",
+ "openai-model": "text-davinci-002",
+ "openai-processing-ms": "310.945",
+ "Strict-Transport-Security": "max-age=31536000; includeSubDomains; preload",
+ "x-accel-buffering": "no",
+ "X-Content-Type-Options": "nosniff",
+ "x-ms-client-request-id": "90d4fae356b74641b86026f6bc27ec94",
+ "x-ms-region": "South Central US",
+ "X-Request-ID": "8333af59-dd1f-4502-b9be-db7aca15ddea"
+ },
+ "ResponseBody": {
+ "id": "cmpl-6cgZ5ghyqSTSLQ4PURlJZJGJvy2rb",
+ "object": "text_completion",
+ "created": 1674678103,
+ "model": "text-davinci-002",
+ "choices": [
+ {
+ "text": "\u0022: Start learning computer.\n- 2. index_1 (index_2",
+ "index": 0,
+ "finish_reason": "length",
+ "logprobs": null
+ },
+ {
+ "text": "\n\nHaving a difficult time getting over the death of her best friend, Sarah",
+ "index": 1,
+ "finish_reason": "length",
+ "logprobs": null
+ }
+ ],
+ "usage": {
+ "completion_tokens": 32,
+ "prompt_tokens": 8,
+ "total_tokens": 40
+ }
+ }
+ }
+ ],
+ "Variables": {
+ "AZURE_AUTHORITY_HOST": "https://login.microsoftonline.com",
+ "OPENAI_DEPLOYMENT_ID": "text-davinci-002",
+ "OPENAI_EMBEDDINGS_DEPLOYMENT_ID": "text-similarity-davinci-001",
+ "OPENAI_ENDPOINT": "https://sdk.openai.azure.com/",
+ "RandomSeed": "1067226900",
+ "SUBSCRIPTION_ID": "faa080af-c1d8-40ad-9cce-e1a450ca5b57"
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/EmbeddingTest.json b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/EmbeddingTest.json
new file mode 100644
index 0000000000000..95365f204635d
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/EmbeddingTest.json
@@ -0,0 +1,12347 @@
+{
+ "Entries": [
+ {
+ "RequestUri": "https://sdk.openai.azure.com/openai/deployments/text-similarity-davinci-001/embeddings?api-version=2022-06-01-preview",
+ "RequestMethod": "POST",
+ "RequestHeaders": {
+ "Accept": "application/json",
+ "api-key": "***********",
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+ }
+ ],
+ "model": "davinci",
+ "usage": {
+ "prompt_tokens": 5,
+ "total_tokens": 5
+ }
+ }
+ }
+ ],
+ "Variables": {
+ "AZURE_AUTHORITY_HOST": "https://login.microsoftonline.com",
+ "OPENAI_DEPLOYMENT_ID": "text-davinci-002",
+ "OPENAI_EMBEDDINGS_DEPLOYMENT_ID": "text-similarity-davinci-001",
+ "OPENAI_ENDPOINT": "https://sdk.openai.azure.com/",
+ "RandomSeed": "224051127",
+ "SUBSCRIPTION_ID": "faa080af-c1d8-40ad-9cce-e1a450ca5b57"
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/InstanceTest.json b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/InstanceTest.json
new file mode 100644
index 0000000000000..5be06ce4a2ad8
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/InstanceTest.json
@@ -0,0 +1,10 @@
+{
+ "Entries": [],
+ "Variables": {
+ "AZURE_AUTHORITY_HOST": "https://login.microsoftonline.com",
+ "OPENAI_DEPLOYMENT_ID": "text-davinci-002",
+ "OPENAI_EMBEDDINGS_DEPLOYMENT_ID": "text-similarity-davinci-001",
+ "OPENAI_ENDPOINT": "https://sdk.openai.azure.com/",
+ "SUBSCRIPTION_ID": "faa080af-c1d8-40ad-9cce-e1a450ca5b57"
+ }
+}
diff --git a/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/InstanceTestAsync.json b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/InstanceTestAsync.json
new file mode 100644
index 0000000000000..5be06ce4a2ad8
--- /dev/null
+++ b/sdk/openai/Azure.AI.OpenAI/tests/SessionRecords/OpenAIInferenceTests/InstanceTestAsync.json
@@ -0,0 +1,10 @@
+{
+ "Entries": [],
+ "Variables": {
+ "AZURE_AUTHORITY_HOST": "https://login.microsoftonline.com",
+ "OPENAI_DEPLOYMENT_ID": "text-davinci-002",
+ "OPENAI_EMBEDDINGS_DEPLOYMENT_ID": "text-similarity-davinci-001",
+ "OPENAI_ENDPOINT": "https://sdk.openai.azure.com/",
+ "SUBSCRIPTION_ID": "faa080af-c1d8-40ad-9cce-e1a450ca5b57"
+ }
+}
diff --git a/sdk/openai/ci.yml b/sdk/openai/ci.yml
new file mode 100644
index 0000000000000..f9da5c08c37f8
--- /dev/null
+++ b/sdk/openai/ci.yml
@@ -0,0 +1,35 @@
+# NOTE: Please refer to https://aka.ms/azsdk/engsys/ci-yaml before editing this file.
+
+trigger:
+ branches:
+ include:
+ - main
+ - hotfix/*
+ - release/*
+ paths:
+ include:
+ - sdk/openai
+ - sdk/openai/ci.yml
+ - sdk/openai/Azure.AI.OpenAI
+
+pr:
+ branches:
+ include:
+ - main
+ - feature/*
+ - hotfix/*
+ - release/*
+ paths:
+ include:
+ - sdk/openai
+ - sdk/openai/ci.yml
+ - sdk/openai/Azure.AI.OpenAI
+
+extends:
+ template: /eng/pipelines/templates/stages/archetype-sdk-client.yml
+ parameters:
+ ServiceDirectory: openai
+ ArtifactName: packages
+ Artifacts:
+ - name: Azure.AI.OpenAI
+ safeName: AzureAIOpenAI
diff --git a/sdk/openai/tests.yml b/sdk/openai/tests.yml
new file mode 100644
index 0000000000000..870ac62c02986
--- /dev/null
+++ b/sdk/openai/tests.yml
@@ -0,0 +1,7 @@
+trigger: none
+
+extends:
+ template: /eng/pipelines/templates/stages/archetype-sdk-tests.yml
+ parameters:
+ ServiceDirectory: openai
+ SupportedClouds: 'Public'