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October 9, 2024 21:12
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Typed extension for ChatClient
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// <auto-generated /> | |
#region License | |
// MIT License | |
// | |
// Copyright (c) Daniel Cazzulino | |
// | |
// Permission is hereby granted, free of charge, to any person obtaining a copy | |
// of this software and associated documentation files (the "Software"), to deal | |
// in the Software without restriction, including without limitation the rights | |
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
// copies of the Software, and to permit persons to whom the Software is | |
// furnished to do so, subject to the following conditions: | |
// | |
// The above copyright notice and this permission notice shall be included in all | |
// copies or substantial portions of the Software. | |
// | |
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | |
// SOFTWARE. | |
#endregion | |
#nullable enable | |
using System; | |
using System.Collections.Concurrent; | |
using System.Collections.Generic; | |
using System.ComponentModel; | |
using System.Linq; | |
using System.Text.Json; | |
using System.Text.Json.Serialization.Metadata; | |
using System.Threading.Tasks; | |
using System.Threading; | |
using System.Text.Json.Schema; | |
namespace OpenAI.Chat; | |
/// <summary> | |
/// Provides strong-typed extension methods for <see cref="ChatClient"/>. | |
/// </summary> | |
/// <remarks> | |
/// Requires .NET 8+ | |
/// </remarks> | |
/// <package id="OpenAI" version="2.0.0" /> | |
/// <package id="System.Text.Json" version="9.0.0-rc.*" /> | |
static partial class ChatClientTypedExtensions | |
{ | |
static ConcurrentDictionary<Type, BinaryData> jsonSchemas = new(); | |
static JsonSerializerOptions jsonOptions = new(JsonSerializerDefaults.Web) | |
{ | |
TypeInfoResolver = new DefaultJsonTypeInfoResolver(), | |
PropertyNameCaseInsensitive = true, | |
PropertyNamingPolicy = JsonNamingPolicy.CamelCase, | |
NumberHandling = System.Text.Json.Serialization.JsonNumberHandling.Strict, | |
}; | |
public static async Task<T?> CompleteChatAsync<T>(this ChatClient client, IEnumerable<ChatMessage> messages, ChatCompletionOptions? options = null, CancellationToken cancellationToken = default(CancellationToken)) | |
{ | |
options ??= new ChatCompletionOptions(); | |
var elementType = typeof(T); | |
if (elementType.IsArray) | |
{ | |
elementType = elementType.GetElementType()!; | |
} | |
else if (elementType.IsGenericType && ( | |
elementType.GetGenericTypeDefinition() == typeof(IEnumerable<>) || | |
elementType.GetGenericTypeDefinition() == typeof(ICollection<>) || | |
elementType.GetGenericTypeDefinition() == typeof(List<>) || | |
elementType.GetGenericTypeDefinition() == typeof(IList<>) || | |
elementType.GetGenericTypeDefinition() == typeof(IReadOnlyCollection<>))) | |
{ | |
elementType = elementType.GetGenericArguments()[0]; | |
} | |
var typeName = elementType.Name; | |
if (elementType == typeof(T)) | |
{ | |
var schema = jsonSchemas.GetOrAdd(typeof(T), _ => GetJsonSchema<T>()); | |
options.ResponseFormat = ChatResponseFormat.CreateJsonSchemaFormat(typeName, schema); | |
var response = await client.CompleteChatAsync(messages, options, cancellationToken); | |
var json = response.Value.Content.FirstOrDefault(x => x.Kind == ChatMessageContentPartKind.Text)?.Text; | |
if (string.IsNullOrEmpty(json)) | |
return default; | |
return JsonSerializer.Deserialize<T>(json, jsonOptions); | |
} | |
else | |
{ | |
typeName = $"{typeName}s"; | |
var schema = jsonSchemas.GetOrAdd(typeof(Values<T>), _ => GetJsonSchema<Values<T>>()); | |
options.ResponseFormat = ChatResponseFormat.CreateJsonSchemaFormat(typeName, schema); | |
var response = await client.CompleteChatAsync(messages, options, cancellationToken); | |
var json = response.Value.Content.FirstOrDefault(x => x.Kind == ChatMessageContentPartKind.Text)?.Text; | |
if (string.IsNullOrEmpty(json) || | |
JsonSerializer.Deserialize<Values<T>>(json, jsonOptions) is not { } data) | |
return default; | |
return data.Data; | |
} | |
} | |
static BinaryData GetJsonSchema<T>() | |
{ | |
var node = JsonSchemaExporter.GetJsonSchemaAsNode(jsonOptions, typeof(T), new() | |
{ | |
TreatNullObliviousAsNonNullable = true, | |
TransformSchemaNode = (context, node) => | |
{ | |
var description = context.PropertyInfo?.AttributeProvider?.GetCustomAttributes(typeof(DescriptionAttribute), false) | |
.OfType<DescriptionAttribute>() | |
.FirstOrDefault()?.Description; | |
if (description != null) | |
node["description"] = description; | |
return node; | |
}, | |
}); | |
return BinaryData.FromString(node.ToJsonString()); | |
} | |
public class Values<T> | |
{ | |
public required T Data { get; set; } | |
} | |
} |
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