From 44c6193674837a4b181cfd80985a8ca35d103c19 Mon Sep 17 00:00:00 2001 From: Marco Minerva Date: Tue, 28 Jan 2025 10:14:47 +0100 Subject: [PATCH 1/4] Add streaming and refactor chat/question handling Updated `Response` record in `Response.cs` to include an optional `StreamState` property, which can be `Start`, `Append`, or `End`. Added a new `StreamState` enum to `Response.cs`. In `ChatService.cs`, added new methods `AskQuestionAsync` and `AskStreamingAsync` to handle asking questions and streaming responses, respectively. Refactored `CreateChatAsync` to return a `ChatHistory` object. In `VectorSearchService.cs`, added a new `AskQuestionAsync` method to handle questions using `ChatService`. Updated `CreateContextAsync` to return a tuple with the reformulated question and chunks. Removed the previous implementation of `AskQuestionAsync` and replaced it with the new method utilizing `ChatService`. --- SqlDatabaseVectorSearch/Models/Response.cs | 9 +++- .../Services/ChatService.cs | 47 +++++++++++++++---- .../Services/VectorSearchService.cs | 11 ++++- 3 files changed, 54 insertions(+), 13 deletions(-) diff --git a/SqlDatabaseVectorSearch/Models/Response.cs b/SqlDatabaseVectorSearch/Models/Response.cs index 427d94e..b2e5c5e 100644 --- a/SqlDatabaseVectorSearch/Models/Response.cs +++ b/SqlDatabaseVectorSearch/Models/Response.cs @@ -1,3 +1,10 @@ namespace SqlDatabaseVectorSearch.Models; -public record class Response(string Question, string Answer); +public record class Response(string Question, string Answer, StreamState? StreamState = null); + +public enum StreamState +{ + Start, + Append, + End +} \ No newline at end of file diff --git a/SqlDatabaseVectorSearch/Services/ChatService.cs b/SqlDatabaseVectorSearch/Services/ChatService.cs index 4a109dc..ba1bee6 100644 --- a/SqlDatabaseVectorSearch/Services/ChatService.cs +++ b/SqlDatabaseVectorSearch/Services/ChatService.cs @@ -35,6 +35,42 @@ public class ChatService(IChatCompletionService chatCompletionService, Tokenizer } public async Task AskQuestionAsync(Guid conversationId, IEnumerable chunks, string question) + { + var chat = CreateChatAsync(chunks, question); + + var answer = await chatCompletionService.GetChatMessageContentAsync(chat, new AzureOpenAIPromptExecutionSettings + { + MaxTokens = appSettings.MaxOutputTokens + }); + + // Add question and answer to the chat history. + await SetChatHistoryAsync(conversationId, question, answer.Content!); + + return answer.Content!; + } + + public async IAsyncEnumerable AskStreamingAsync(Guid conversationId, IEnumerable chunks, string question) + { + var chat = CreateChatAsync(chunks, question); + + var answer = new StringBuilder(); + await foreach (var token in chatCompletionService.GetStreamingChatMessageContentsAsync(chat, new AzureOpenAIPromptExecutionSettings + { + MaxTokens = appSettings.MaxOutputTokens + })) + { + if (!string.IsNullOrEmpty(token.Content)) + { + yield return token.Content; + answer.Append(token.Content); + } + } + + // Add question and answer to the chat history. + await SetChatHistoryAsync(conversationId, question, answer.ToString()); + } + + private ChatHistory CreateChatAsync(IEnumerable chunks, string question) { var chat = new ChatHistory(""" You can use only the information provided in this chat to answer questions. If you don't know the answer, reply suggesting to refine the question. @@ -79,16 +115,7 @@ public class ChatService(IChatCompletionService chatCompletionService, Tokenizer } chat.AddUserMessage(prompt.ToString()); - - var answer = await chatCompletionService.GetChatMessageContentAsync(chat, new AzureOpenAIPromptExecutionSettings - { - MaxTokens = appSettings.MaxOutputTokens - }); - - // Add question and answer to the chat history. - await SetChatHistoryAsync(conversationId, question, answer.Content!); - - return answer.Content!; + return chat; } private async Task UpdateCacheAsync(Guid conversationId, ChatHistory chat) diff --git a/SqlDatabaseVectorSearch/Services/VectorSearchService.cs b/SqlDatabaseVectorSearch/Services/VectorSearchService.cs index 1417ce0..53ce117 100644 --- a/SqlDatabaseVectorSearch/Services/VectorSearchService.cs +++ b/SqlDatabaseVectorSearch/Services/VectorSearchService.cs @@ -81,6 +81,14 @@ public class VectorSearchService(ApplicationDbContext dbContext, ITextEmbeddingG => dbContext.Documents.Where(d => d.Id == documentId).ExecuteDeleteAsync(); public async Task AskQuestionAsync(Question question, bool reformulate = true) + { + var (reformulatedQuestion, chunks) = await CreateContextAsync(question, reformulate); + + var answer = await chatService.AskQuestionAsync(question.ConversationId, chunks, reformulatedQuestion); + return new Response(reformulatedQuestion, answer); + } + + private async Task<(string Question, IEnumerable Chunks)> CreateContextAsync(Question question, bool reformulate = true) { // Reformulate the following question taking into account the context of the chat to perform keyword search and embeddings: var reformulatedQuestion = reformulate ? await chatService.CreateQuestionAsync(question.ConversationId, question.Text) : question.Text; @@ -94,8 +102,7 @@ public class VectorSearchService(ApplicationDbContext dbContext, ITextEmbeddingG .Take(appSettings.MaxRelevantChunks) .ToListAsync(); - var answer = await chatService.AskQuestionAsync(question.ConversationId, chunks, reformulatedQuestion); - return new Response(reformulatedQuestion, answer); + return (reformulatedQuestion, chunks); } private static Task GetContentAsync(Stream stream) From 1ef2d384ec63e057e54bf740764b5f3285b9ba64 Mon Sep 17 00:00:00 2001 From: Marco Minerva Date: Tue, 28 Jan 2025 11:00:45 +0100 Subject: [PATCH 2/4] Add streaming support and improve JSON serialization - Updated `Response` record class to allow nullable `Question` and `Answer` properties; moved `StreamState` enum to a new file. - Added `JsonStringEnumConverter` in `Program.cs` for better enum serialization. - Corrected terminology in document upload endpoint description. - Introduced `/api/ask-streaming` endpoint for streaming question responses. - Added `AskStreamingAsync` method in `VectorSearchService` for handling streaming logic. - Created `StreamState.cs` to define `StreamState` enum with `Start`, `Append`, and `End` values. --- SqlDatabaseVectorSearch/Models/Response.cs | 10 ++----- SqlDatabaseVectorSearch/Models/StreamState.cs | 8 +++++ SqlDatabaseVectorSearch/Program.cs | 29 ++++++++++++++++++- .../Services/VectorSearchService.cs | 19 ++++++++++++ 4 files changed, 57 insertions(+), 9 deletions(-) create mode 100644 SqlDatabaseVectorSearch/Models/StreamState.cs diff --git a/SqlDatabaseVectorSearch/Models/Response.cs b/SqlDatabaseVectorSearch/Models/Response.cs index b2e5c5e..faae25d 100644 --- a/SqlDatabaseVectorSearch/Models/Response.cs +++ b/SqlDatabaseVectorSearch/Models/Response.cs @@ -1,10 +1,4 @@ namespace SqlDatabaseVectorSearch.Models; -public record class Response(string Question, string Answer, StreamState? StreamState = null); - -public enum StreamState -{ - Start, - Append, - End -} \ No newline at end of file +// Question and Asnwer can be null when using response streaming. +public record class Response(string? Question, string? Answer, StreamState? StreamState = null); \ No newline at end of file diff --git a/SqlDatabaseVectorSearch/Models/StreamState.cs b/SqlDatabaseVectorSearch/Models/StreamState.cs new file mode 100644 index 0000000..2bb25ad --- /dev/null +++ b/SqlDatabaseVectorSearch/Models/StreamState.cs @@ -0,0 +1,8 @@ +namespace SqlDatabaseVectorSearch.Models; + +public enum StreamState +{ + Start, + Append, + End +} \ No newline at end of file diff --git a/SqlDatabaseVectorSearch/Program.cs b/SqlDatabaseVectorSearch/Program.cs index 522a857..8e0f222 100644 --- a/SqlDatabaseVectorSearch/Program.cs +++ b/SqlDatabaseVectorSearch/Program.cs @@ -1,4 +1,5 @@ using System.ComponentModel; +using System.Text.Json.Serialization; using Microsoft.AspNetCore.Http.HttpResults; using Microsoft.EntityFrameworkCore; using Microsoft.SemanticKernel; @@ -49,6 +50,11 @@ builder.Services.AddSingleton(); builder.Services.AddSingleton(); builder.Services.AddScoped(); +builder.Services.ConfigureHttpJsonOptions(options => +{ + options.SerializerOptions.Converters.Add(new JsonStringEnumConverter()); +}); + builder.Services.AddOpenApi(options => { options.RemoveServerList(); @@ -114,7 +120,7 @@ documentsApiGroup.MapPost(string.Empty, async (IFormFile file, VectorSearchServi .DisableAntiforgery() .ProducesProblem(StatusCodes.Status400BadRequest) .WithSummary("Uploads a document") -.WithDescription("Uploads a document to SQL Database and saves its embedding using the new native Vector type. The document will be indexed and used to answer questions. Currently, only PDF files are supported."); +.WithDescription("Uploads a document to SQL Database and saves its embedding using the native VECTOR type. The document will be indexed and used to answer questions. Currently, only PDF files are supported."); documentsApiGroup.MapDelete("{documentId:guid}", async (Guid documentId, VectorSearchService vectorSearchService) => { @@ -134,4 +140,25 @@ app.MapPost("/api/ask", async (Question question, VectorSearchService vectorSear .WithDescription("The question will be reformulated taking into account the context of the chat identified by the given ConversationId.") .WithTags("Ask"); +app.MapPost("/api/ask-streaming", (Question question, VectorSearchService vectorSearchService, + [Description("If true, the question will be reformulated taking into account the context of the chat identified by the given ConversationId.")] bool reformulate = true) => +{ + async IAsyncEnumerable Stream() + { + // Requests a streaming response. + var responseStream = vectorSearchService.AskStreamingAsync(question, reformulate); + + await foreach (var delta in responseStream) + { + yield return delta; + await Task.Delay(50); + } + } + + return Stream(); +}) +.WithSummary("Asks a question and gets the response as streaming") +.WithDescription("The question will be reformulated taking into account the context of the chat identified by the given ConversationId.") +.WithTags("Ask"); + app.Run(); \ No newline at end of file diff --git a/SqlDatabaseVectorSearch/Services/VectorSearchService.cs b/SqlDatabaseVectorSearch/Services/VectorSearchService.cs index 53ce117..62493bc 100644 --- a/SqlDatabaseVectorSearch/Services/VectorSearchService.cs +++ b/SqlDatabaseVectorSearch/Services/VectorSearchService.cs @@ -88,6 +88,25 @@ public class VectorSearchService(ApplicationDbContext dbContext, ITextEmbeddingG return new Response(reformulatedQuestion, answer); } + public async IAsyncEnumerable AskStreamingAsync(Question question, bool reformulate = true) + { + var (reformulatedQuestion, chunks) = await CreateContextAsync(question, reformulate); + + var answerStream = chatService.AskStreamingAsync(question.ConversationId, chunks, reformulatedQuestion); + + // The first message contains the original question. + yield return new Response(reformulatedQuestion, null, StreamState.Start); + + // Return each token as a partial response. + await foreach (var token in answerStream) + { + yield return new Response(null, token, StreamState.Append); + } + + // The last message tells the client that the stream has ended. + yield return new Response(null, null, StreamState.End); + } + private async Task<(string Question, IEnumerable Chunks)> CreateContextAsync(Question question, bool reformulate = true) { // Reformulate the following question taking into account the context of the chat to perform keyword search and embeddings: From 86f161697a09cf8d999c04b15494b3fddbaac763 Mon Sep 17 00:00:00 2001 From: Marco Minerva Date: Tue, 28 Jan 2025 11:24:51 +0100 Subject: [PATCH 3/4] Remove delay in /api/ask-streaming endpoint response Eliminated the 50ms delay in the asynchronous streaming response logic of the /api/ask-streaming endpoint by removing the line `await Task.Delay(50);`. This change improves the response time by removing unnecessary latency after each delta in the response stream. --- SqlDatabaseVectorSearch/Program.cs | 1 - 1 file changed, 1 deletion(-) diff --git a/SqlDatabaseVectorSearch/Program.cs b/SqlDatabaseVectorSearch/Program.cs index 8e0f222..24807d8 100644 --- a/SqlDatabaseVectorSearch/Program.cs +++ b/SqlDatabaseVectorSearch/Program.cs @@ -151,7 +151,6 @@ app.MapPost("/api/ask-streaming", (Question question, VectorSearchService vector await foreach (var delta in responseStream) { yield return delta; - await Task.Delay(50); } } From 0de2db4b5e0216f86035a7ca95c6e67945559cc3 Mon Sep 17 00:00:00 2001 From: Marco Minerva Date: Tue, 28 Jan 2025 11:34:23 +0100 Subject: [PATCH 4/4] Update SqlDatabaseVectorSearch.png binary file --- SqlDatabaseVectorSearch.png | Bin 64964 -> 71705 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/SqlDatabaseVectorSearch.png b/SqlDatabaseVectorSearch.png index 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