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Merged
yileicn merged 4 commits into from
Mar 11, 2026
Merged

model upgrade for hard code #1306

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8d87722
Add dynamic LLM model upgrade mechanism via config
Mar 10, 2026
6d259c5
Merge branch 'SciSharp:master' into master
adenchen123 Mar 10, 2026
8ca68c6
fix mapping error for model gpt-4o-transcribe
Mar 11, 2026
e286ca8
Merge branch 'master' of https://github.com/adenchen123/BotSharp
Mar 11, 2026
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5 changes: 5 additions & 0 deletions src/Infrastructure/BotSharp.Abstraction/Models/Gpt4xModelConstants.cs
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Expand Up @@ -10,4 +10,9 @@ public static class Gpt4xModelConstants
public const string GPT_4_1_Nano = "gpt-4.1-nano";
public const string GPT_4o_Mini_Realtime_Preview = "gpt-4o-mini-realtime-preview";
public const string GPT_4o_Realtime_Preview = "gpt-4o-realtime-preview";
public const string GPT_4o_Mini_Search_Preview = "gpt-4o-mini-search-preview";
public const string GPT_4o_Mini_Transcribe = "gpt-4o-mini-transcribe";
public const string GPT_4o_Transcribe = "gpt-4o-transcribe";
public const string GPT_4o_Mini_Tts = "gpt-4o-mini-tts";
public const string GPT_4o_Search_Preview = "gpt-4o-search-preview";
}
2 changes: 1 addition & 1 deletion src/Infrastructure/BotSharp.Abstraction/Realtime/Models/ModelTurnDetection.cs
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Expand Up @@ -11,6 +11,6 @@ public class ModelTurnDetection

public class AudioTranscription
{
public string Model { get; set; } = "gpt-4o-mini-transcribe";
public string Model { get; set; } = Gpt4xModelConstants.GPT_4o_Mini_Transcribe;
public string? Language { get; set; }
}
2 changes: 1 addition & 1 deletion src/Infrastructure/BotSharp.Abstraction/Realtime/Settings/RealtimeModelSettings.cs
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Expand Up @@ -5,7 +5,7 @@ namespace BotSharp.Abstraction.Realtime.Settings;
public class RealtimeModelSettings
{
public string Provider { get; set; } = "openai";
public string Model { get; set; } = "gpt-4o-mini-realtime-preview";
public string Model { get; set; } = Gpt4xModelConstants.GPT_4o_Mini_Realtime_Preview;
public string[] Modalities { get; set; } = ["text", "audio"];
public bool InterruptResponse { get; set; } = true;
public string InputAudioFormat { get; set; } = "g711_ulaw";
Expand Down
4 changes: 3 additions & 1 deletion src/Infrastructure/BotSharp.Core.Realtime/Services/RealtimeHub.cs
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Expand Up @@ -6,6 +6,7 @@
using BotSharp.Abstraction.Realtime.Options;
using BotSharp.Abstraction.Realtime.Settings;
using BotSharp.Abstraction.Routing.Enums;
using BotSharp.Abstraction.Settings;
using BotSharp.Core.Infrastructures;

namespace BotSharp.Core.Realtime.Services;
Expand Down Expand Up @@ -192,14 +193,15 @@ public RealtimeHubConnection SetHubConnection(string conversationId)
{
var provider = agent?.LlmConfig?.Realtime?.Provider;
var model = agent?.LlmConfig?.Realtime?.Model;
var settingService = _services.GetRequiredService<ISettingService>();

if (!string.IsNullOrEmpty(provider) && !string.IsNullOrEmpty(model))
{
return (provider, model);
}

provider = _settings.Provider;
model = _settings.Model;
model = settingService.GetUpgradeModel(_settings.Model);

if (!string.IsNullOrEmpty(provider) && !string.IsNullOrEmpty(model))
{
Expand Down
5 changes: 4 additions & 1 deletion src/Infrastructure/BotSharp.Core/Conversations/Services/ConversationService.Summary.cs
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@@ -1,6 +1,7 @@
using BotSharp.Abstraction.Conversations.Enums;
using BotSharp.Abstraction.MLTasks;
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;
using BotSharp.Abstraction.Templating;

namespace BotSharp.Core.Conversations.Services;
Expand Down Expand Up @@ -62,8 +63,10 @@ private async Task<string> Summarize(Agent agent, string prompt)
string? model;

var providerService = _services.GetRequiredService<ILlmProviderService>();
var settingService = _services.GetRequiredService<ISettingService>();
var modelSettings = providerService.GetProviderModels(provider);
var modelSetting = modelSettings.FirstOrDefault(x => x.Name.IsEqualTo("gpt4-turbo") || x.Name.IsEqualTo("gpt-4o"));
var defaultModel = settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o);
var modelSetting = modelSettings.FirstOrDefault(x => x.Name.IsEqualTo(defaultModel));

if (modelSetting != null)
{
Expand Down
5 changes: 4 additions & 1 deletion src/Infrastructure/BotSharp.Core/Files/Services/Instruct/FileInstructService.Image.cs
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@@ -1,6 +1,8 @@
using BotSharp.Abstraction.Instructs;
using BotSharp.Abstraction.Instructs.Models;
using BotSharp.Abstraction.Instructs.Options;
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;
using System.IO;

namespace BotSharp.Core.Files.Services;
Expand All @@ -9,11 +11,12 @@ public partial class FileInstructService
{
public async Task<string> ReadImages(string text, IEnumerable<InstructFileModel> images, InstructOptions? options = null)
{
var settingService = _services.GetRequiredService<ISettingService>();
var innerAgentId = options?.AgentId ?? Guid.Empty.ToString();
var instruction = await RenderAgentTemplate(innerAgentId, options?.TemplateName, options?.Data);
text = RenderText(text, options?.Data);

var completion = CompletionProvider.GetChatCompletion(_services, provider: options?.Provider ?? "openai", model: options?.Model ?? "gpt-4o", multiModal: true);
var completion = CompletionProvider.GetChatCompletion(_services, provider: options?.Provider ?? "openai", model: options?.Model ?? settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o), multiModal: true);
var message = await completion.GetChatCompletions(new Agent()
{
Id = innerAgentId,
Expand Down
8 changes: 6 additions & 2 deletions src/Infrastructure/BotSharp.Core/Infrastructures/CompletionProvider.cs
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@@ -1,5 +1,7 @@
using BotSharp.Abstraction.MLTasks;
using BotSharp.Abstraction.MLTasks.Settings;
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;

namespace BotSharp.Core.Infrastructures;

Expand Down Expand Up @@ -140,6 +142,7 @@ public static IAudioTranscription GetAudioTranscriber(
string? provider = null,
string? model = null)
{
var settingService = services.GetRequiredService<ISettingService>();
var completions = services.GetServices<IAudioTranscription>();
var completer = completions.FirstOrDefault(x => x.Provider == (provider ?? "openai"));
if (completer == null)
Expand All @@ -149,7 +152,7 @@ public static IAudioTranscription GetAudioTranscriber(
return default!;
}

completer.SetModelName(model ?? "gpt-4o-mini-transcribe");
completer.SetModelName(model ?? settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o_Mini_Transcribe));
return completer;
}

Expand All @@ -158,6 +161,7 @@ public static IAudioSynthesis GetAudioSynthesizer(
string? provider = null,
string? model = null)
{
var settingService = services.GetRequiredService<ISettingService>();
var completions = services.GetServices<IAudioSynthesis>();
var completer = completions.FirstOrDefault(x => x.Provider == (provider ?? "openai"));
if (completer == null)
Expand All @@ -167,7 +171,7 @@ public static IAudioSynthesis GetAudioSynthesizer(
return default!;
}

completer.SetModelName(model ?? "gpt-4o-mini-tts");
completer.SetModelName(model ?? settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o_Mini_Tts));
return completer;
}

Expand Down
5 changes: 4 additions & 1 deletion src/Infrastructure/BotSharp.Core/Instructs/Services/InstructService.Instruct.cs
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@@ -1,5 +1,7 @@
using BotSharp.Abstraction.Instructs.Options;
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Options;
using BotSharp.Abstraction.Settings;
using BotSharp.Abstraction.Templating;
using System.Collections;
using System.Reflection;
Expand Down Expand Up @@ -86,9 +88,10 @@ private string BuildInstruction(string instruction, Dictionary<string, object> d

private async Task<RoleDialogModel> GetAiResponse(string text, Agent agent, InstructOptions? options)
{
var settingService = _services.GetRequiredService<ISettingService>();
var dialogs = await BuildDialogs(text, options);
var provider = options?.Provider ?? agent?.LlmConfig?.Provider ?? "openai";
var model = options?.Model ?? agent?.LlmConfig?.Model ?? "gpt-4o";
var model = options?.Model ?? agent?.LlmConfig?.Model ?? settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o);
var completion = CompletionProvider.GetChatCompletion(_services, provider: provider, model: model);
return await completion.GetChatCompletions(agent, dialogs);
}
Expand Down
5 changes: 4 additions & 1 deletion src/Infrastructure/BotSharp.Core/Shared/JsonRepairService.cs
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@@ -1,3 +1,5 @@
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;
using BotSharp.Abstraction.Shared;
using BotSharp.Abstraction.Shared.Options;
using BotSharp.Abstraction.Templating;
Expand Down Expand Up @@ -93,12 +95,13 @@ private async Task<string> RepairByLLMAsync(string malformedJson, JsonRepairOpti
var data = options?.Data ?? new Dictionary<string, object>();
data["input"] = malformedJson;
var prompt = render.Render(template, data);
var settingService = _services.GetRequiredService<ISettingService>();

try
{
var completion = CompletionProvider.GetChatCompletion(_services,
provider: options?.Provider ?? agent?.LlmConfig?.Provider ?? "openai",
model: options?.Model ?? agent?.LlmConfig?.Model ?? "gpt-4o-mini");
model: options?.Model ?? agent?.LlmConfig?.Model ?? settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o_Mini));

var innerAgent = new Agent
{
Expand Down
7 changes: 5 additions & 2 deletions src/Infrastructure/BotSharp.Core/WebSearch/Functions/WebIntelligentSearchFn.cs
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@@ -1,5 +1,7 @@
using BotSharp.Abstraction.Functions;
using BotSharp.Abstraction.MLTasks;
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;

namespace BotSharp.Core.WebSearch.Functions;

Expand Down Expand Up @@ -70,7 +72,8 @@ private async Task<string> GetChatCompletion(Agent agent, List<RoleDialogModel>
{
var state = _services.GetRequiredService<IConversationStateService>();
var llmProviderService = _services.GetRequiredService<ILlmProviderService>();

var settingService = _services.GetRequiredService<ISettingService>();

var provider = state.GetState("web_search_llm_provider");
var model = state.GetState("web_search_llm_model");

Expand All @@ -80,7 +83,7 @@ private async Task<string> GetChatCompletion(Agent agent, List<RoleDialogModel>
}

provider = "openai";
model = "gpt-4o-mini-search-preview";
model = settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o_Mini_Search_Preview);

var models = llmProviderService.GetProviderModels(provider);
var foundModel = models.FirstOrDefault(x => x.WebSearch?.IsDefault == true)
Expand Down
6 changes: 5 additions & 1 deletion src/Plugins/BotSharp.Plugin.AudioHandler/Functions/ReadAudioFn.cs
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@@ -1,3 +1,6 @@
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;

namespace BotSharp.Plugin.AudioHandler.Functions;

public class ReadAudioFn : IFunctionCallback
Expand Down Expand Up @@ -149,6 +152,7 @@ private bool VerifyAudioFileType(string fileName)
{
var provider = agent?.LlmConfig?.AudioTranscription?.Provider;
var model = agent?.LlmConfig?.AudioTranscription?.Model;
var settingService = _services.GetRequiredService<ISettingService>();

if (!string.IsNullOrEmpty(provider) && !string.IsNullOrEmpty(model))
{
Expand All @@ -164,7 +168,7 @@ private bool VerifyAudioFileType(string fileName)
}

provider = "openai";
model = "gpt-4o-mini-transcribe";
model = settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o_Mini_Transcribe);

return (provider, model);
}
Expand Down
5 changes: 4 additions & 1 deletion src/Plugins/BotSharp.Plugin.EmailHandler/Functions/HandleEmailReaderFn.cs
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@@ -1,4 +1,6 @@
using BotSharp.Abstraction.Messaging.Models.RichContent.Template;
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;
using BotSharp.Plugin.EmailHandler.Models;
using BotSharp.Plugin.EmailHandler.Providers;
using MailKit;
Expand Down Expand Up @@ -66,8 +68,9 @@ public async Task<bool> Execute(RoleDialogModel message)
};

var llmProviderService = _services.GetRequiredService<ILlmProviderService>();
var settingService = _services.GetRequiredService<ISettingService>();
var provider = llmProviderService.GetProviders().FirstOrDefault(x => x == "openai");
var model = llmProviderService.GetProviderModel(provider: provider ?? "openai", id: "gpt-4o");
var model = llmProviderService.GetProviderModel(provider: provider ?? "openai", id: settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o));
var completion = CompletionProvider.GetChatCompletion(_services, provider: provider, model: model?.Name);
var convService = _services.GetRequiredService<IConversationService>();
var conversationId = convService.ConversationId;
Expand Down
4 changes: 3 additions & 1 deletion src/Plugins/BotSharp.Plugin.GoogleAI/Providers/Realtime/RealTimeCompletionProvider.cs
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Expand Up @@ -2,6 +2,7 @@
using BotSharp.Abstraction.Realtime.Options;
using BotSharp.Abstraction.Realtime.Sessions;
using BotSharp.Abstraction.Realtime.Settings;
using BotSharp.Abstraction.Settings;
using BotSharp.Core.Infrastructures.Streams;
using BotSharp.Core.Session;
using BotSharp.Plugin.GoogleAI.Models.Realtime;
Expand Down Expand Up @@ -87,8 +88,9 @@ public async Task Connect(

var settingsService = _services.GetRequiredService<ILlmProviderService>();
var realtimeModelSettings = _services.GetRequiredService<RealtimeModelSettings>();
var settingService = _services.GetRequiredService<ISettingService>();

_model ??= realtimeModelSettings.Model;
_model ??= settingService.GetUpgradeModel(realtimeModelSettings.Model);
var modelSettings = settingsService.GetSetting(Provider, _model);

Reset();
Expand Down
5 changes: 4 additions & 1 deletion src/Plugins/BotSharp.Plugin.ImageHandler/Helpers/AiResponseHelper.cs
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@@ -1,3 +1,5 @@
using BotSharp.Abstraction.Models;

namespace BotSharp.Plugin.ImageHandler.Helpers;

internal static class AiResponseHelper
Expand All @@ -7,8 +9,9 @@ internal static async Task<string> GetImageGenerationResponse(IServiceProvider s
var text = $"Please generate a user-friendly response from the following description to " +
$"inform user that you have completed the required image: {description}";

var settingService = services.GetRequiredService<ISettingService>();
var provider = agent?.LlmConfig?.Provider ?? "openai";
var model = agent?.LlmConfig?.Model ?? "gpt-4o-mini";
var model = agent?.LlmConfig?.Model ?? settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o_Mini);
var completion = CompletionProvider.GetChatCompletion(services, provider: provider, model: model);
var response = await completion.GetChatCompletions(agent, [new RoleDialogModel(AgentRole.User, text)]);
return response.Content.IfNullOrEmptyAs(GetDefaultResponse(files)) ?? string.Empty;
Expand Down
4 changes: 3 additions & 1 deletion src/Plugins/BotSharp.Plugin.OpenAI/Models/Realtime/RealtimeSessionBody.cs
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@@ -1,3 +1,5 @@
using BotSharp.Abstraction.Models;

namespace BotSharp.Plugin.OpenAI.Models.Realtime;

public class RealtimeSessionBody
Expand Down Expand Up @@ -82,7 +84,7 @@ public class RealtimeSessionTurnDetection
public class InputAudioTranscription
{
[JsonPropertyName("model")]
public string Model { get; set; } = "gpt-4o-transcribe";
public string Model { get; set; } = Gpt4xModelConstants.GPT_4o_Transcribe;

[JsonPropertyName("language")]
[JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)]
Expand Down
13 changes: 10 additions & 3 deletions src/Plugins/BotSharp.Plugin.OpenAI/Providers/Realtime/RealTimeCompletionProvider.cs
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@@ -1,6 +1,8 @@
using BotSharp.Abstraction.Hooks;
using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Realtime.Options;
using BotSharp.Abstraction.Realtime.Settings;
using BotSharp.Abstraction.Settings;
using OpenAI.Chat;

namespace BotSharp.Plugin.OpenAI.Providers.Realtime;
Expand All @@ -17,7 +19,7 @@ public class RealTimeCompletionProvider : IRealTimeCompletion
private readonly ILogger<RealTimeCompletionProvider> _logger;
private readonly BotSharpOptions _botsharpOptions;

private string _model = "gpt-4o-mini-realtime-preview";
private string _model = Gpt4xModelConstants.GPT_4o_Mini_Realtime_Preview;
private LlmRealtimeSession _session;
private RealtimeOptions? _realtimeOptions;
private bool _isBlocking = false;
Expand All @@ -40,6 +42,9 @@ public RealTimeCompletionProvider(
_logger = logger;
_services = services;
_botsharpOptions = botsharpOptions;

var settingService = _services.GetRequiredService<ISettingService>();
_model = settingService.GetUpgradeModel(_model);
}

public async Task Connect(
Expand Down Expand Up @@ -67,8 +72,9 @@ public async Task Connect(

var settingsService = _services.GetRequiredService<ILlmProviderService>();
var realtimeSettings = _services.GetRequiredService<RealtimeModelSettings>();
var settingService = _services.GetRequiredService<ISettingService>();

_model ??= realtimeSettings.Model;
_model ??= settingService.GetUpgradeModel(realtimeSettings.Model);
var settings = settingsService.GetSetting(Provider, _model);

_session = new LlmRealtimeSession(_services, new ChatSessionOptions
Expand Down Expand Up @@ -321,6 +327,7 @@ public async Task<string> UpdateSession(RealtimeHubConnection conn, bool isInit
{
var convService = _services.GetRequiredService<IConversationService>();
var agentService = _services.GetRequiredService<IAgentService>();
var settingService = _services.GetRequiredService<ISettingService>();

var conv = await convService.GetConversation(conn.ConversationId);
var agent = await agentService.LoadAgent(conn.CurrentAgentId);
Expand Down Expand Up @@ -370,7 +377,7 @@ public async Task<string> UpdateSession(RealtimeHubConnection conn, bool isInit

sessionUpdate.session.InputAudioTranscription = new InputAudioTranscription
{
Model = realtimeModelSettings.InputAudioTranscription.Model,
Model = settingService.GetUpgradeModel(realtimeModelSettings.InputAudioTranscription.Model),
Language = realtimeModelSettings.InputAudioTranscription.Language,
Comment on lines 377 to 381
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@qodo-code-review qodo-code-review bot Mar 11, 2026

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Action required

1. inputaudiotranscription null dereference 📘 Rule violation ⛯ Reliability

realtimeModelSettings.InputAudioTranscription.Model is dereferenced and passed into
GetUpgradeModel without checking whether InputAudioTranscription (or its Model) is null. This
can throw at runtime when that settings section is missing/partial.
Agent Prompt 
## Issue description
The realtime session update dereferences `realtimeModelSettings.InputAudioTranscription` without null checks, then passes the model into `GetUpgradeModel`.

## Issue Context
Configuration sections for realtime input audio transcription can be absent or partially configured; the code should behave predictably (e.g., fall back to a known default model).

## Fix Focus Areas
- src/Plugins/BotSharp.Plugin.OpenAI/Providers/Realtime/RealTimeCompletionProvider.cs[377-381]

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

Prompt = string.Join(", ", words.Select(x => x.ToLower().Trim()).Distinct()).SubstringMax(1024)
};
Expand Down
6 changes: 5 additions & 1 deletion src/Plugins/BotSharp.Plugin.Planner/Sequential/SequentialPlanner.cs
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Expand Up @@ -14,6 +14,9 @@ You may obtain a copy of the License at
limitations under the License.
******************************************************************************/

using BotSharp.Abstraction.Models;
using BotSharp.Abstraction.Settings;

namespace BotSharp.Plugin.Planner.Sequential;

/// <summary>
Expand Down Expand Up @@ -166,7 +169,8 @@ public async Task<DecomposedStep> GetDecomposedStepAsync(Agent router, string me
var inst = new DecomposedStep();

var llmProviderService = _services.GetRequiredService<ILlmProviderService>();
var model = llmProviderService.GetProviderModel("openai", "gpt-4o");
var settingService = _services.GetRequiredService<ISettingService>();
var model = llmProviderService.GetProviderModel("openai", settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o));

// chat completion
var completion = CompletionProvider.GetChatCompletion(_services,
Expand Down
5 changes: 3 additions & 2 deletions src/Plugins/BotSharp.Plugin.SqlDriver/Functions/SqlValidateFn.cs
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@@ -1,4 +1,5 @@
using BotSharp.Abstraction.Instructs.Options;
using BotSharp.Abstraction.Models;

namespace BotSharp.Plugin.SqlDriver.Functions;

Expand Down Expand Up @@ -51,7 +52,7 @@ public async Task<bool> Execute(RoleDialogModel message)

if (msgCopy.Data != null && msgCopy.Data is DbException ex)
{

var settingService = _services.GetRequiredService<ISettingService>();
var instructService = _services.GetRequiredService<IInstructService>();
var agentService = _services.GetRequiredService<IAgentService>();
var states = _services.GetRequiredService<IConversationStateService>();
Expand All @@ -63,7 +64,7 @@ public async Task<bool> Execute(RoleDialogModel message)
new InstructOptions
{
Provider = "openai",
Model = "gpt-4o",
Model = settingService.GetUpgradeModel(Gpt4xModelConstants.GPT_4o),
AgentId = BuiltInAgentId.SqlDriver,
TemplateName = "sql_statement_correctness",
Data = new Dictionary<string, object>
Expand Down
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