Merge pull request #516 from iceljc/features/add-text-completion

add open ai text completion

src/Infrastructure/BotSharp.Core/BotSharp.Core.csproj

@@ -85,9 +85,6 @@
     <Content Include="data\agents\01dcc3e5-0af7-49e6-ad7a-a760bd12dc4b\instruction.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
-    <Content Include="data\agents\01dcc3e5-0af7-49e6-ad7a-a760bd12dc4b\functions.json">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </Content>
     <Content Include="data\agents\01dcc3e5-0af7-49e6-ad7a-a760bd12dc4b\functions\human_intervention_needed.json">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>

src/Infrastructure/BotSharp.Core/Routing/RoutingService.cs

@@ -2,7 +2,6 @@ using BotSharp.Abstraction.Infrastructures.Enums;
 using BotSharp.Abstraction.Routing.Models;
 using BotSharp.Abstraction.Routing.Planning;
 using BotSharp.Abstraction.Routing.Settings;
-using System.Drawing;
 
 namespace BotSharp.Core.Routing;
 

src/Infrastructure/BotSharp.Core/data/agents/01dcc3e5-0af7-49e6-ad7a-a760bd12dc4b/functions.json

@@ -1,20 +0,0 @@
-[
-  {
-    "name": "human_intervention_needed",
-    "description": "If user wants to speak to human customer service.",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "reason": {
-          "type": "string",
-          "description": "why customer needs customer service."
-        },
-        "summary": {
-          "type": "string",
-          "description": "the whole conversation summary with important information"
-        }
-      },
-      "required": [ "reason", "summary" ]
-    }
-  }
-]

src/Plugins/BotSharp.Plugin.AzureOpenAI/AzureOpenAiPlugin.cs

@@ -1,6 +1,8 @@
 using BotSharp.Abstraction.Plugins;
 using BotSharp.Abstraction.Settings;
-using BotSharp.Plugin.AzureOpenAI.Providers;
+using BotSharp.Plugin.AzureOpenAI.Providers.Chat;
+using BotSharp.Plugin.AzureOpenAI.Providers.Image;
+using BotSharp.Plugin.AzureOpenAI.Providers.Text;
 using Microsoft.Extensions.Configuration;
 
 namespace BotSharp.Platform.AzureAi;
@@ -24,6 +26,7 @@ public class AzureOpenAiPlugin : IBotSharpPlugin
         });
 
         services.AddScoped<ITextCompletion, TextCompletionProvider>();
+        services.AddScoped<ITextCompletion, OpenAiTextCompletionProvider>();
         services.AddScoped<IChatCompletion, ChatCompletionProvider>();
         services.AddScoped<IChatCompletion, OpenAiChatCompletionProvider>();
         services.AddScoped<IImageGeneration, ImageGenerationProvider>();

src/Plugins/BotSharp.Plugin.AzureOpenAI/BotSharp.Plugin.AzureOpenAI.csproj

@@ -12,6 +12,7 @@
 
   <ItemGroup>
     <PackageReference Include="Azure.AI.OpenAI" Version="2.0.0-beta.2" />
+    <PackageReference Include="Microsoft.Extensions.Http" Version="8.0.0" />
   </ItemGroup>
 
   <ItemGroup>

src/Plugins/BotSharp.Plugin.AzureOpenAI/Models/OpenAiTextCompletionRequest.cs

@@ -0,0 +1,9 @@
+using System.Text.Json.Serialization;
+
+namespace BotSharp.Plugin.AzureOpenAI.Models;
+
+public class OpenAiTextCompletionRequest : TextCompletionRequest
+{
+    [JsonPropertyName("model")]
+    public string Model { get; set; } = string.Empty;
+}

src/Plugins/BotSharp.Plugin.AzureOpenAI/Models/TextCompletionRequest.cs

@@ -0,0 +1,16 @@
+using System.Text.Json.Serialization;
+
+namespace BotSharp.Plugin.AzureOpenAI.Models;
+
+public class TextCompletionRequest
+{
+
+    [JsonPropertyName("prompt")]
+    public string Prompt { get; set; } = string.Empty;
+
+    [JsonPropertyName("max_tokens")]
+    public int MaxTokens { get; set; } = 256;
+
+    [JsonPropertyName("temperature")]
+    public float Temperature { get; set; } = 0;
+}

src/Plugins/BotSharp.Plugin.AzureOpenAI/Models/TextCompletionResponse.cs

@@ -0,0 +1,36 @@
+using System.Text.Json.Serialization;
+
+namespace BotSharp.Plugin.AzureOpenAI.Models;
+
+public class TextCompletionResponse
+{
+    [JsonPropertyName("id")]
+    public string Id { get; set; }
+
+    [JsonPropertyName("choices")]
+    public IEnumerable<TexCompletionChoice> Choices { get; set; } = new List<TexCompletionChoice>();
+
+    [JsonPropertyName("usage")]
+    public TexCompletionUsage Usage { get; set; }
+}
+
+public class TexCompletionChoice
+{
+    [JsonPropertyName("text")]
+    public string Text { get; set; }
+
+    [JsonPropertyName("finish_reason")]
+    public string FinishReason { get; set; }
+}
+
+public class TexCompletionUsage
+{
+    [JsonPropertyName("prompt_tokens")]
+    public int PromptTokens { get; set; }
+
+    [JsonPropertyName("completion_tokens")]
+    public int CompletionTokens { get; set; }
+
+    [JsonPropertyName("total_tokens")]
+    public int TotalTokens { get; set; }
+}

src/Plugins/BotSharp.Plugin.AzureOpenAI/Providers/Chat/ChatCompletionProvider.cs

@@ -1,6 +1,6 @@
 using OpenAI.Chat;
 
-namespace BotSharp.Plugin.AzureOpenAI.Providers;
+namespace BotSharp.Plugin.AzureOpenAI.Providers.Chat;
 
 public class ChatCompletionProvider : IChatCompletion
 {
@@ -12,7 +12,7 @@ public class ChatCompletionProvider : IChatCompletion
 
     public virtual string Provider => "azure-openai";
 
-    public ChatCompletionProvider(AzureOpenAiSettings settings, 
+    public ChatCompletionProvider(AzureOpenAiSettings settings,
         ILogger<ChatCompletionProvider> logger,
         IServiceProvider services)
     {
@@ -79,7 +79,7 @@ public class ChatCompletionProvider : IChatCompletion
         }
 
         // After chat completion hook
-        foreach(var hook in contentHooks)
+        foreach (var hook in contentHooks)
         {
             await hook.AfterGenerated(responseMessage, new TokenStatsModel
             {
@@ -94,8 +94,8 @@ public class ChatCompletionProvider : IChatCompletion
         return responseMessage;
     }
 
-    public async Task<bool> GetChatCompletionsAsync(Agent agent, 
+    public async Task<bool> GetChatCompletionsAsync(Agent agent,
-        List<RoleDialogModel> conversations, 
+        List<RoleDialogModel> conversations,
         Func<RoleDialogModel, Task> onMessageReceived,
         Func<RoleDialogModel, Task> onFunctionExecuting)
     {
@@ -142,8 +142,8 @@ public class ChatCompletionProvider : IChatCompletion
             var funcContextIn = new RoleDialogModel(AgentRole.Function, text)
             {
                 CurrentAgentId = agent.Id,
-                FunctionName = value.FunctionCall.FunctionName,
+                FunctionName = value.FunctionCall?.FunctionName,
-                FunctionArgs = value.FunctionCall.FunctionArguments
+                FunctionArgs = value.FunctionCall?.FunctionArguments
             };
 
             // Somethings LLM will generate a function name with agent name.
@@ -177,7 +177,7 @@ public class ChatCompletionProvider : IChatCompletion
             if (choice.FinishReason == ChatFinishReason.FunctionCall)
             {
                 Console.Write(choice.FunctionCallUpdate?.FunctionArgumentsUpdate);
-                    
+
                 await onMessageReceived(new RoleDialogModel(AgentRole.Assistant, choice.FunctionCallUpdate?.FunctionArgumentsUpdate));
                 continue;
             }
@@ -325,7 +325,7 @@ public class ChatCompletionProvider : IChatCompletion
 
             prompt += "\r\n[CONVERSATION]";
             verbose = string.Join("\r\n", messages
-                .Where(x => (x as SystemChatMessage) == null)
+                .Where(x => x as SystemChatMessage == null)
                 .Select(x =>
                 {
                     var fnMessage = x as FunctionChatMessage;

src/Plugins/BotSharp.Plugin.AzureOpenAI/Providers/Chat/OpenAiChatCompletionProvider.cs

@@ -1,4 +1,4 @@
-namespace BotSharp.Plugin.AzureOpenAI.Providers;
+namespace BotSharp.Plugin.AzureOpenAI.Providers.Chat;
 
 public class OpenAiChatCompletionProvider : ChatCompletionProvider
 {

src/Plugins/BotSharp.Plugin.AzureOpenAI/Providers/Image/ImageGenerationProvider.cs

@@ -1,6 +1,6 @@
 using OpenAI.Images;
 
-namespace BotSharp.Plugin.AzureOpenAI.Providers;
+namespace BotSharp.Plugin.AzureOpenAI.Providers.Image;
 
 public class ImageGenerationProvider : IImageGeneration
 {

src/Plugins/BotSharp.Plugin.AzureOpenAI/Providers/Image/OpenAiImageGenerationProvider.cs

@@ -1,4 +1,4 @@
-namespace BotSharp.Plugin.AzureOpenAI.Providers;
+namespace BotSharp.Plugin.AzureOpenAI.Providers.Image;
 
 public class OpenAiImageGenerationProvider : ImageGenerationProvider
 {

src/Plugins/BotSharp.Plugin.AzureOpenAI/Providers/Text/OpenAiTextCompletionProvider.cs

@@ -0,0 +1,72 @@
+using BotSharp.Abstraction.MLTasks.Settings;
+using BotSharp.Plugin.AzureOpenAI.Models;
+using System.Net.Http;
+using System.Net.Mime;
+using System.Text;
+using System.Text.Json;
+
+namespace BotSharp.Plugin.AzureOpenAI.Providers.Text;
+
+public class OpenAiTextCompletionProvider : TextCompletionProvider
+{
+    private readonly IServiceProvider _services;
+    private readonly ILogger<OpenAiTextCompletionProvider> _logger;
+
+    public override string Provider => "openai";
+
+    public OpenAiTextCompletionProvider(AzureOpenAiSettings settings,
+        ILogger<OpenAiTextCompletionProvider> logger,
+        IServiceProvider services) : base(settings, logger, services)
+    {
+        _services = services;
+        _logger = logger;
+    }
+
+    protected override async Task<TextCompletionResponse> GetTextCompletion(string apiUrl, string apiKey, string prompt, float temperature, int maxTokens = 256)
+    {
+        try
+        {
+            var http = _services.GetRequiredService<IHttpClientFactory>();
+            using var httpClient = http.CreateClient();
+            AddHeader(httpClient, apiKey);
+
+            var request = new OpenAiTextCompletionRequest
+            {
+                Model = _model,
+                Prompt = prompt,
+                MaxTokens = maxTokens,
+                Temperature = temperature
+            };
+            var data = JsonSerializer.Serialize(request, _jsonOptions);
+            var httpRequest = new HttpRequestMessage
+            {
+                Method = HttpMethod.Post,
+                RequestUri = new Uri(apiUrl),
+                Content = new StringContent(data, Encoding.UTF8, MediaTypeNames.Application.Json)
+            };
+            var rawResponse = await httpClient.SendAsync(httpRequest);
+            rawResponse.EnsureSuccessStatusCode();
+
+            var responseStr = await rawResponse.Content.ReadAsStringAsync();
+            var response = JsonSerializer.Deserialize<TextCompletionResponse>(responseStr, _jsonOptions);
+            return response;
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError($"Error when {Provider}-{_model} generating text... {ex.Message}");
+            throw;
+        }
+    }
+
+    protected override string BuildApiUrl(LlmModelSetting modelSetting)
+    {
+        var endpoint = modelSetting.Endpoint.EndsWith("/") ?
+            modelSetting.Endpoint.Substring(0, modelSetting.Endpoint.Length - 1) : modelSetting.Endpoint;
+        return endpoint ?? string.Empty;
+    }
+
+    protected override void AddHeader(HttpClient httpClient, string apiKey)
+    {
+        httpClient.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
+    }
+}

src/Plugins/BotSharp.Plugin.AzureOpenAI/Providers/Text/TextCompletionProvider.cs

@@ -0,0 +1,148 @@
+using BotSharp.Abstraction.MLTasks.Settings;
+using BotSharp.Plugin.AzureOpenAI.Models;
+using System.Net.Http;
+using System.Net.Mime;
+using System.Text;
+using System.Text.Json;
+
+namespace BotSharp.Plugin.AzureOpenAI.Providers.Text;
+
+public class TextCompletionProvider : ITextCompletion
+{
+    private readonly IServiceProvider _services;
+    private readonly ILogger<TextCompletionProvider> _logger;
+    private readonly AzureOpenAiSettings _settings;
+    protected string _model;
+
+    protected readonly JsonSerializerOptions _jsonOptions = new JsonSerializerOptions
+    {
+        PropertyNamingPolicy = JsonNamingPolicy.CamelCase,
+        PropertyNameCaseInsensitive = true,
+        WriteIndented = true,
+        AllowTrailingCommas = true,
+    };
+
+    public virtual string Provider => "azure-openai";
+
+    public TextCompletionProvider(
+        AzureOpenAiSettings settings,
+        ILogger<TextCompletionProvider> logger,
+        IServiceProvider services)
+    {
+        _services = services;
+        _logger = logger;
+        _settings = settings;
+    }
+
+    public async Task<string> GetCompletion(string text, string agentId, string messageId)
+    {
+        var contentHooks = _services.GetServices<IContentGeneratingHook>().ToList();
+
+        // Before chat completion hook
+        var agent = new Agent()
+        {
+            Id = agentId,
+        };
+        var message = new RoleDialogModel(AgentRole.User, text)
+        {
+            CurrentAgentId = agentId,
+            MessageId = messageId
+        };
+
+        Task.WaitAll(contentHooks.Select(hook =>
+            hook.BeforeGenerating(agent,
+                new List<RoleDialogModel>
+                {
+                    message
+                })).ToArray());
+
+        var state = _services.GetRequiredService<IConversationStateService>();
+        var temperature = float.Parse(state.GetState("temperature", "0.0"));
+
+        var settingsService = _services.GetRequiredService<ILlmProviderService>();
+        var modelSetting = settingsService.GetSetting(Provider, _model);
+        var apiUrl = BuildApiUrl(modelSetting);
+        var apiKey = modelSetting.ApiKey;
+        var response = await GetTextCompletion(apiUrl, apiKey, text, temperature);
+
+        // OpenAI
+        var completion = "";
+        foreach (var t in response.Choices)
+        {
+            completion += t?.Text ?? string.Empty;
+        };
+
+        // After chat completion hook
+        var responseMessage = new RoleDialogModel(AgentRole.Assistant, completion)
+        {
+            CurrentAgentId = agentId,
+            MessageId = messageId
+        };
+        Task.WaitAll(contentHooks.Select(hook =>
+            hook.AfterGenerated(responseMessage, new TokenStatsModel
+            {
+                Prompt = text,
+                Provider = Provider,
+                Model = _model,
+                PromptCount = response.Usage?.PromptTokens ?? default,
+                CompletionCount = response.Usage?.CompletionTokens ?? default
+            })).ToArray());
+
+        return completion.Trim();
+    }
+
+    public void SetModelName(string model)
+    {
+        _model = model;
+    }
+
+    protected virtual async Task<TextCompletionResponse> GetTextCompletion(string apiUrl, string apiKey, string prompt, float temperature, int maxTokens = 256)
+    {
+        try
+        {
+            var http = _services.GetRequiredService<IHttpClientFactory>();
+            using var httpClient = http.CreateClient();
+            AddHeader(httpClient, apiKey);
+
+            var request = new TextCompletionRequest
+            {
+                Prompt = prompt,
+                MaxTokens = maxTokens,
+                Temperature = temperature
+            };
+            var data = JsonSerializer.Serialize(request, _jsonOptions);
+            var httpRequest = new HttpRequestMessage
+            {
+                Method = HttpMethod.Post,
+                RequestUri = new Uri(apiUrl),
+                Content = new StringContent(data, Encoding.UTF8, MediaTypeNames.Application.Json)
+            };
+            var rawResponse = await httpClient.SendAsync(httpRequest);
+            rawResponse.EnsureSuccessStatusCode();
+
+            var responseStr = await rawResponse.Content.ReadAsStringAsync();
+            var response = JsonSerializer.Deserialize<TextCompletionResponse>(responseStr, _jsonOptions);
+            return response;
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError($"Error when {Provider}-{_model} generating text... {ex.Message}");
+            throw;
+        }
+    }
+
+    protected virtual string BuildApiUrl(LlmModelSetting modelSetting)
+    {
+        var url = string.Empty;
+        var endpoint = modelSetting.Endpoint.EndsWith("/") ?
+            modelSetting.Endpoint.Substring(0, modelSetting.Endpoint.Length - 1) : modelSetting.Endpoint;
+
+        url = $"{endpoint}/openai/deployments/{_model}/completions?api-version={modelSetting.Version}";
+        return url;
+    }
+
+    protected virtual void AddHeader(HttpClient httpClient, string apiKey)
+    {
+        httpClient.DefaultRequestHeaders.Add("api-key", $"{apiKey}");
+    }
+}

src/Plugins/BotSharp.Plugin.AzureOpenAI/Providers/TextCompletionProvider.cs

@@ -1,89 +0,0 @@
-using OpenAI.Chat;
-
-namespace BotSharp.Plugin.AzureOpenAI.Providers;
-
-public class TextCompletionProvider : ITextCompletion
-{
-    private readonly IServiceProvider _services;
-    private readonly AzureOpenAiSettings _settings;
-    private string _model;
-    public string Provider => "azure-openai";
-
-    public TextCompletionProvider(IServiceProvider services,
-        AzureOpenAiSettings settings)
-    {
-        _services = services;
-        _settings = settings;
-    }
-
-    public async Task<string> GetCompletion(string text, string agentId, string messageId)
-    {
-        var contentHooks = _services.GetServices<IContentGeneratingHook>().ToList();
-
-        // Before chat completion hook
-        var agent = new Agent()
-        {
-            Id = agentId,
-        };
-        var message = new RoleDialogModel(AgentRole.User, text)
-        {
-            CurrentAgentId = agentId,
-            MessageId = messageId
-        };
-
-        Task.WaitAll(contentHooks.Select(hook =>
-            hook.BeforeGenerating(agent,
-                new List<RoleDialogModel>
-                {
-                    message
-                })).ToArray());
-
-        var client = ProviderHelper.GetClient(Provider, _model, _services);
-        var chatClient = client.GetChatClient(_model);
-
-        var messages = new List<ChatMessage>()
-        {
-            new UserChatMessage(text)
-        };
-
-        var state = _services.GetRequiredService<IConversationStateService>();
-        var temperature = float.Parse(state.GetState("temperature", "0.0"));
-        var completionOptions = new ChatCompletionOptions()
-        {
-            MaxTokens = 256,
-            Temperature = temperature
-        };
-
-        var response = await chatClient.CompleteChatAsync(messages, completionOptions);
-
-        // OpenAI
-        var completion = "";
-        foreach (var t in response.Value.Content)
-        {
-            completion += t?.Text ?? string.Empty;
-        };
-
-        // After chat completion hook
-        var responseMessage = new RoleDialogModel(AgentRole.Assistant, completion)
-        {
-            CurrentAgentId = agentId,
-            MessageId = messageId
-        };
-        Task.WaitAll(contentHooks.Select(hook =>
-            hook.AfterGenerated(responseMessage, new TokenStatsModel
-            {
-                Prompt = text,
-                Provider = Provider,
-                Model = _model,
-                PromptCount = response.Value.Usage.InputTokens,
-                CompletionCount = response.Value.Usage.OutputTokens
-            })).ToArray());
-
-        return completion.Trim();
-    }
-
-    public void SetModelName(string model)
-    {
-        _model = model;
-    }
-}

src/Plugins/BotSharp.Plugin.HttpHandler/BotSharp.Plugin.HttpHandler.csproj

@@ -22,9 +22,6 @@
     <Content Include="data\agents\87c458fc-ec5f-40ae-8ed6-05dda8a07523\agent.json">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
-    <Content Include="data\agents\87c458fc-ec5f-40ae-8ed6-05dda8a07523\functions.json">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </Content>
     <Content Include="data\agents\87c458fc-ec5f-40ae-8ed6-05dda8a07523\instruction.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>

src/Plugins/BotSharp.Plugin.HttpHandler/data/agents/87c458fc-ec5f-40ae-8ed6-05dda8a07523/functions.json

@@ -1,3 +0,0 @@
-[  
-    
-]

src/Plugins/BotSharp.Plugin.SqlDriver/BotSharp.Plugin.SqlDriver.csproj

@@ -12,7 +12,6 @@
 
   <ItemGroup>
     <None Remove="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\agent.json" />
-    <None Remove="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\functions.json" />
     <None Remove="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\functions\get_table_columns.json" />
     <None Remove="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\functions\lookup_dictionary.json" />
     <None Remove="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\functions\sql_insert.json" />
@@ -28,9 +27,6 @@
     <Content Include="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\instruction.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
-    <Content Include="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\functions.json">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </Content>
     <Content Include="data\agents\beda4c12-e1ec-4b4b-b328-3df4a6687c4f\templates\lookup_dictionary.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>

src/Plugins/BotSharp.Plugin.SqlDriver/data/agents/beda4c12-e1ec-4b4b-b328-3df4a6687c4f/functions.json

@@ -1,158 +0,0 @@
-[
-  {
-    "name": "get_table_columns",
-    "description": "Get related table columns and foreign key informations",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "table": {
-          "type": "string",
-          "description": "table name"
-        }
-      },
-      "required": [ "table" ]
-    }
-  },
-  {
-    "name": "sql_insert",
-    "description": "Insert query is generated if the record doesn't exist.",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "sql_statement": {
-          "type": "string",
-          "description": "INSERT SQL statement. The value should use the parameter name like @field."
-        },
-        "reason": {
-          "type": "string",
-          "description": "reason"
-        },
-        "table": {
-          "type": "string",
-          "description": "related table"
-        },
-        "parameters": {
-          "type": "array",
-          "description": "a list of parameters in the statement match with the variables",
-          "items": {
-            "type": "object",
-            "description": "{name:'', value:''}",
-            "properties": {
-              "name": {
-                "type": "string",
-                "description": "field name"
-              },
-              "value": {
-                "type": "string",
-                "description": "real value inferred by the context"
-              }
-            },
-            "required": [ "name", "value" ]
-          }
-        },
-        "return_field": {
-          "type": "object",
-          "description": "the name and alias for the return field",
-          "properties": {
-            "name": {
-              "type": "string",
-              "description": "field name"
-            },
-            "alias": {
-              "type": "string",
-              "description": "meaningful field alias"
-            }
-          },
-          "required": [ "name", "alias" ]
-        }
-      },
-      "required": [ "sql_statement", "reason", "table", "parameters", "return_field" ]
-    }
-  },
-  {
-    "name": "sql_select",
-    "description": "Get the specific value from table",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "sql_statement": {
-          "type": "string",
-          "description": "SQL statement with SELECT"
-        },
-        "reason": {
-          "type": "string",
-          "description": "reason"
-        },
-        "table": {
-          "type": "string",
-          "description": "related table"
-        },
-        "parameters": {
-          "type": "array",
-          "description": "data criteria for the query",
-          "items": {
-            "type": "object",
-            "description": "the name and value for the parameter",
-            "properties": {
-              "name": {
-                "type": "string",
-                "description": "field name"
-              },
-              "value": {
-                "type": "string",
-                "description": "real value inferred by the context"
-              }
-            },
-            "required": [ "name", "value" ]
-          }
-        },
-        "return_field": {
-          "type": "object",
-          "description": "the name and alias for the return field",
-          "properties": {
-            "name": {
-              "type": "string",
-              "description": "field in the table"
-            },
-            "alias": {
-              "type": "string",
-              "description": "meaningful field alias"
-            }
-          },
-          "required": [ "name", "value" ]
-        }
-      },
-      "required": [ "sql_statement", "reason", "table", "parameters", "return_field" ]
-    }
-  },
-  {
-    "name": "lookup_dictionary",
-    "description": "Get id from dictionary table by keyword if tool or solution mentioned this approach",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "table": {
-          "type": "string",
-          "description": "table name"
-        },
-        "keyword": {
-          "type": "string",
-          "description": "table name"
-        },
-        "reason": {
-          "type": "string",
-          "description": "the reason why you need to call lookup_dictionary"
-        },
-        "columns": {
-          "type": "array",
-          "description": "columns",
-          "items": {
-            "type": "string",
-            "description": "column"
-          }
-        }
-      },
-      "required": [ "table", "keyword", "reason", "columns" ]
-    }
-  }
-]

src/Plugins/BotSharp.Plugin.WebDriver/BotSharp.Plugin.WebDriver.csproj

@@ -24,7 +24,6 @@
 
   <ItemGroup>
     <None Remove="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\agent.json" />
-    <None Remove="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\functions.json" />
     <None Remove="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\functions\change_checkbox.json" />
     <None Remove="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\functions\change_list_value.json" />
     <None Remove="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\functions\check_radio_button.json" />
@@ -49,9 +48,6 @@
     <Content Include="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\agent.json">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
-    <Content Include="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\functions.json">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </Content>
     <Content Include="data\agents\f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b\instruction.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>

src/Plugins/BotSharp.Plugin.WebDriver/data/agents/f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b/functions.json

@@ -1,246 +0,0 @@
-[
-  {
-    "name": "open_browser",
-    "description": "open a browser",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "url": {
-          "type": "string",
-          "description": "website url starts with https://"
-        }
-      },
-      "required": [ "url" ]
-    }
-  },
-  {
-    "name": "close_browser",
-    "description": "Close browser",
-    "parameters": {
-      "type": "object",
-      "properties": {
-      },
-      "required": []
-    }
-  },
-  {
-    "name": "go_to_page",
-    "description": "go to another page",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "url": {
-          "type": "string",
-          "description": "page url start with https://"
-        }
-      },
-      "required": [ "url" ]
-    }
-  },
-  {
-    "name": "scroll_page",
-    "description": "Scroll page down or up",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "direction": {
-          "type": "string",
-          "description": "down, up, left, right"
-        }
-      },
-      "required": [ "direction" ]
-    }
-  },
-  {
-    "name": "take_screenshot",
-    "description": "Tak screenshot to show current page screen",
-    "parameters": {
-      "type": "object",
-      "properties": {
-      },
-      "required": []
-    }
-  },
-  {
-    "name": "click_button",
-    "description": "Click a button in a web page.",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "element_name": {
-          "type": "string",
-          "description": "the html element name."
-        }
-      },
-      "required": [ "element_name" ]
-    }
-  },
-  {
-    "name": "extract_data_from_page",
-    "description": "Extract data from current web page.",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "question": {
-          "type": "string",
-          "description": "the information user wants to know"
-        }
-      },
-      "required": [ "question" ]
-    }
-  },
-  {
-    "name": "input_user_text",
-    "description": "Input non-sensitive text in current web page.",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "element_text": {
-          "type": "string",
-          "description": "text or placeholder shown in the element."
-        },
-        "input_text": {
-          "type": "string",
-          "description": "non-sensitive text user provided."
-        },
-        "press_enter": {
-          "type": "boolean",
-          "description": "whether to press Enter key"
-        },
-        "attribute_name": {
-          "type": "string",
-          "description": "attribute name in the element"
-        },
-        "attribute_value": {
-          "type": "string",
-          "description": "attribute value in the element"
-        }
-      },
-      "required": [ "element_text", "input_text" ]
-    }
-  },
-  {
-    "name": "change_list_value",
-    "description": "Update value from dropdown list or radio button",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "element_name": {
-          "type": "string",
-          "description": "the html selection element name."
-        },
-        "update_value": {
-          "type": "string",
-          "description": "the value in the list."
-        }
-      },
-      "required": [ "element_name", "update_value" ]
-    }
-  },
-  {
-    "name": "input_user_password",
-    "description": "Input password in current web page",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "password": {
-          "type": "string",
-          "description": "user password"
-        }
-      },
-      "required": [ "password" ]
-    }
-  },
-  {
-    "name": "change_checkbox",
-    "description": "Check or uncheck checkbox",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "element_text": {
-          "type": "string",
-          "description": "the element title"
-        },
-        "update_value": {
-          "type": "string",
-          "description": "check or uncheck"
-        },
-        "match_rule": {
-          "type": "string",
-          "description": "text matching rule: EndWith, StartWith, Contains, Match"
-        }
-      },
-      "required": [ "element_text", "update_value", "match_rule" ]
-    }
-  },
-  {
-    "name": "click_element",
-    "description": "Click or check an element contains some text",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "element_type": {
-          "type": "string",
-          "description": "the element tag name"
-        },
-        "element_text": {
-          "type": "string",
-          "description": "text or placeholder shown in the element."
-        },
-        "attribute_name": {
-          "type": "string",
-          "description": "attribute name in the element"
-        },
-        "attribute_value": {
-          "type": "string",
-          "description": "attribute value in the element"
-        },
-        "match_rule": {
-          "type": "string",
-          "description": "text matching rule: EndWith, StartWith, Contains, Match"
-        }
-      },
-      "required": [ "element_type", "element_text", "match_rule" ]
-    }
-  },
-  {
-    "name": "check_radio_button",
-    "description": "Check value in a radio button",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "element_text": {
-          "type": "string",
-          "description": "the element title"
-        },
-        "update_value": {
-          "type": "string",
-          "description": "the value in the radio button."
-        },
-        "match_rule": {
-          "type": "string",
-          "description": "text matching rule: EndWith, StartWith, Contains, Match"
-        }
-      },
-      "required": [ "update_value", "element_text", "match_rule" ]
-    }
-  },
-  {
-    "name": "send_http_request",
-    "description": "Send http request to remote server",
-    "parameters": {
-      "type": "object",
-      "properties": {
-        "url": {
-          "type": "string",
-          "description": "page url start with https://"
-        },
-        "payload": {
-          "type": "string",
-          "description": "request body"
-        }
-      },
-      "required": [ "url", "payload" ]
-    }
-  }
-]

tests/BotSharp.Plugin.PizzaBot/BotSharp.Plugin.PizzaBot.csproj

@@ -23,18 +23,15 @@
     <None Remove="data\agents\8970b1e5-d260-4e2c-90b1-f1415a257c18\agent.json" />
     <None Remove="data\agents\8970b1e5-d260-4e2c-90b1-f1415a257c18\templates\task.place_pizza_order.liquid" />
     <None Remove="data\agents\b284db86-e9c2-4c25-a59e-4649797dd130\agent.json" />
-    <None Remove="data\agents\b284db86-e9c2-4c25-a59e-4649797dd130\functions.json" />
     <None Remove="data\agents\b284db86-e9c2-4c25-a59e-4649797dd130\functions\get_order_status.json" />
     <None Remove="data\agents\b284db86-e9c2-4c25-a59e-4649797dd130\instruction.liquid" />
     <None Remove="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\agent.json" />
-    <None Remove="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\functions.json" />
     <None Remove="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\functions\get_pizza_price.json" />
     <None Remove="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\functions\get_pizza_types.json" />
     <None Remove="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\functions\place_an_order.json" />
     <None Remove="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\instruction.liquid" />
     <None Remove="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\responses\func.get_pizza_price.0.liquid" />
     <None Remove="data\agents\fe8c60aa-b114-4ef3-93cb-a8efeac80f75\agent.json" />
-    <None Remove="data\agents\fe8c60aa-b114-4ef3-93cb-a8efeac80f75\functions.json" />
     <None Remove="data\agents\fe8c60aa-b114-4ef3-93cb-a8efeac80f75\functions\make_payment.json" />
     <None Remove="data\agents\fe8c60aa-b114-4ef3-93cb-a8efeac80f75\instruction.liquid" />
     <None Remove="data\users\10d12798-08fb-4aa6-977b-5dd94d82dbfe\user.json" />
@@ -53,18 +50,12 @@
     <Content Include="data\agents\b284db86-e9c2-4c25-a59e-4649797dd130\agent.json">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
-    <Content Include="data\agents\b284db86-e9c2-4c25-a59e-4649797dd130\functions.json">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </Content>
     <Content Include="data\agents\b284db86-e9c2-4c25-a59e-4649797dd130\instruction.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
     <Content Include="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\agent.json">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
-    <Content Include="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\functions.json">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </Content>
     <Content Include="data\agents\c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd\instruction.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
@@ -74,9 +65,6 @@
     <Content Include="data\agents\fe8c60aa-b114-4ef3-93cb-a8efeac80f75\agent.json">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>
-    <Content Include="data\agents\fe8c60aa-b114-4ef3-93cb-a8efeac80f75\functions.json">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </Content>
     <Content Include="data\agents\fe8c60aa-b114-4ef3-93cb-a8efeac80f75\instruction.liquid">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </Content>

tests/BotSharp.Plugin.PizzaBot/data/agents/b284db86-e9c2-4c25-a59e-4649797dd130/functions.json

@@ -1,16 +0,0 @@
-[  
-	{
-		"name": "get_order_status",
-		"description": "get order status like delivery remaining time",
-        "parameters": {
-            "type": "object",
-            "properties": {
-                "order_number": {
-                  "type": "string",
-                  "description": "order number."
-                }
-            },
-            "required": ["order_number"]
-        }
-	}
-] 

tests/BotSharp.Plugin.PizzaBot/data/agents/c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd/functions.json

@@ -1,51 +0,0 @@
-[  
-    {
-        "name": "get_pizza_price",
-        "description": "call this function to get the pizza price",
-        "parameters": {
-            "type": "object",
-            "properties": {             
-                "pizza_type": {
-                    "type": "string",
-                    "description": "The pizza type."
-                },
-                "quantity": {
-                    "type": "string",
-                    "description": "quantity of pizza."
-                }
-            },
-            "required": ["pizza_type", "quantity"]
-        }
-    },
-	{
-		"name": "get_pizza_types",
-		"description": "get all pizza types",
-        "parameters": {
-            "type": "object",
-            "properties": {},
-            "required": []
-        }
-	},
-	{
-		"name": "place_an_order",
-		"description": "Place an order when user has confirmed the pizza type and quantity.",
-        "parameters": {
-            "type": "object",
-            "properties": {             
-                "pizza_type": {
-                    "type": "string",
-                    "description": "The pizza type."
-                },
-                "quantity": {
-                    "type": "number",
-                    "description": "quantity of pizza."
-                },
-                "unit_price": {
-                    "type": "number",
-                    "description": "unit price"
-                }
-            },
-            "required": ["pizza_type", "quantity", "unit_price"]
-        }
-	}
-]

tests/BotSharp.Plugin.PizzaBot/data/agents/fe8c60aa-b114-4ef3-93cb-a8efeac80f75/functions.json

@@ -1,20 +0,0 @@
-[  
-    {
-        "name": "make_payment",
-        "description": "call this function to make payment",
-        "parameters": {
-            "type": "object",
-            "properties": {
-                "order_number": {
-                  "type": "string",
-                  "description": "order number."
-                },
-                "total_amount": {
-                    "type": "string",
-                    "description": "total amount."
-                }
-            },
-            "required": ["order_number", "total_amount"]
-        }
-    }
-]