diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile new file mode 100644 index 00000000..2751d6c3 --- /dev/null +++ b/.devcontainer/Dockerfile @@ -0,0 +1,6 @@ +ARG VARIANT=bullseye +FROM --platform=amd64 mcr.microsoft.com/vscode/devcontainers/base:0-${VARIANT} +RUN export DEBIAN_FRONTEND=noninteractive \ + && apt-get update && apt-get install -y xdg-utils \ + && apt-get clean -y && rm -rf /var/lib/apt/lists/* +RUN curl -fsSL https://aka.ms/install-azd.sh | bash diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 00000000..7dbc508b --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,37 @@ +{ + "name": "Azure Developer CLI", + "build": { + "dockerfile": "Dockerfile", + "args": { + "VARIANT": "bullseye" + } + }, + "features": { + "ghcr.io/devcontainers/features/python:1": { + "version": "os-provided" + }, + "ghcr.io/devcontainers/features/node:1": { + "version": "16", + "nodeGypDependencies": false + }, + "ghcr.io/devcontainers/features/powershell:1.1.0": {}, + "ghcr.io/devcontainers/features/azure-cli:1.0.8": {} + }, + "customizations": { + "vscode": { + "extensions": [ + "ms-azuretools.azure-dev", + "ms-azuretools.vscode-bicep", + "ms-python.python" + ] + } + }, + "forwardPorts": [ + 5000 + ], + "postCreateCommand": "", + "remoteUser": "vscode", + "hostRequirements": { + "memory": "8gb" + } +} \ No newline at end of file diff --git a/.github/CODE_OF_CONDUCT.md b/.github/CODE_OF_CONDUCT.md new file mode 100644 index 00000000..f9ba8cf6 --- /dev/null +++ b/.github/CODE_OF_CONDUCT.md @@ -0,0 +1,9 @@ +# Microsoft Open Source Code of Conduct + +This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). + +Resources: + +- [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/) +- [Microsoft Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) +- Contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with questions or concerns diff --git a/.github/ISSUE_TEMPLATE.md b/.github/ISSUE_TEMPLATE.md new file mode 100644 index 00000000..15c7f602 --- /dev/null +++ b/.github/ISSUE_TEMPLATE.md @@ -0,0 +1,33 @@ + +> Please provide us with the following information: +> --------------------------------------------------------------- + +### This issue is for a: (mark with an `x`) +``` +- [ ] bug report -> please search issues before submitting +- [ ] feature request +- [ ] documentation issue or request +- [ ] regression (a behavior that used to work and stopped in a new release) +``` + +### Minimal steps to reproduce +> + +### Any log messages given by the failure +> + +### Expected/desired behavior +> + +### OS and Version? +> Windows 7, 8 or 10. Linux (which distribution). macOS (Yosemite? El Capitan? Sierra?) + +### Versions +> + +### Mention any other details that might be useful + +> --------------------------------------------------------------- +> Thanks! We'll be in touch soon. diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md new file mode 100644 index 00000000..ab05e292 --- /dev/null +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -0,0 +1,45 @@ +## Purpose + +* ... + +## Does this introduce a breaking change? + +``` +[ ] Yes +[ ] No +``` + +## Pull Request Type +What kind of change does this Pull Request introduce? + + +``` +[ ] Bugfix +[ ] Feature +[ ] Code style update (formatting, local variables) +[ ] Refactoring (no functional changes, no api changes) +[ ] Documentation content changes +[ ] Other... Please describe: +``` + +## How to Test +* Get the code + +``` +git clone [repo-address] +cd [repo-name] +git checkout [branch-name] +npm install +``` + +* Test the code + +``` +``` + +## What to Check +Verify that the following are valid +* ... + +## Other Information + \ No newline at end of file diff --git a/.vscode/extensions.json b/.vscode/extensions.json new file mode 100644 index 00000000..12faf240 --- /dev/null +++ b/.vscode/extensions.json @@ -0,0 +1,6 @@ +{ + "recommendations": [ + "esbenp.prettier-vscode", + "ms-azuretools.azure-dev" + ] +} \ No newline at end of file diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 00000000..222b96bd --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,60 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "Python: Flask", + "type": "python", + "request": "launch", + "module": "flask", + "cwd": "${workspaceFolder}/app/backend", + "env": { + "FLASK_APP": "app.py", + "FLASK_ENV": "development", + "FLASK_DEBUG": "0" + }, + "args": [ + "run", + "--no-debugger", + "--no-reload", + "-p 5000" + ], + "console": "integratedTerminal", + "justMyCode": true, + "envFile": "${input:dotEnvFilePath}", + }, + { + "name": "Frontend: watch", + "type": "node", + "request": "launch", + "cwd": "${workspaceFolder}/app/frontend", + "runtimeExecutable": "npm", + "runtimeArgs": [ + "run-script", + "watch" + ], + "console": "integratedTerminal", + }, + { + "name": "Frontend: build", + "type": "node", + "request": "launch", + "cwd": "${workspaceFolder}/app/frontend", + "runtimeExecutable": "npm", + "runtimeArgs": [ + "run-script", + "build" + ], + "console": "integratedTerminal", + } + ], + "inputs": [ + { + "id": "dotEnvFilePath", + "type": "command", + "command": "azure-dev.commands.getDotEnvFilePath" + } + ] +} \ No newline at end of file diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 00000000..7181b35e --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,22 @@ +{ + "[javascript]": { + "editor.defaultFormatter": "esbenp.prettier-vscode", + "editor.formatOnSave": true + }, + "[typescript]": { + "editor.defaultFormatter": "esbenp.prettier-vscode", + "editor.formatOnSave": true + }, + "[typescriptreact]": { + "editor.defaultFormatter": "esbenp.prettier-vscode", + "editor.formatOnSave": true + }, + "[css]": { + "editor.defaultFormatter": "esbenp.prettier-vscode", + "editor.formatOnSave": true + }, + "search.exclude": { + "**/node_modules": true, + "static": true + } +} diff --git a/.vscode/tasks.json b/.vscode/tasks.json new file mode 100644 index 00000000..1ca7d896 --- /dev/null +++ b/.vscode/tasks.json @@ -0,0 +1,35 @@ +{ + "version": "2.0.0", + "tasks": [ + { + "label": "Start App", + "type": "dotenv", + "targetTasks": [ + "Start App (Script)" + ], + "file": "${input:dotEnvFilePath}" + }, + { + "label": "Start App (Script)", + "type": "shell", + "command": "${workspaceFolder}/app/start.sh", + "windows": { + "command": "pwsh ${workspaceFolder}/app/start.ps1" + }, + "presentation": { + "reveal": "silent" + }, + "options": { + "cwd": "${workspaceFolder}/app" + }, + "problemMatcher": [] + } + ], + "inputs": [ + { + "id": "dotEnvFilePath", + "type": "command", + "command": "azure-dev.commands.getDotEnvFilePath" + } + ] +} \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 00000000..98247527 --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,13 @@ +## [project-title] Changelog + + +# x.y.z (yyyy-mm-dd) + +*Features* +* ... + +*Bug Fixes* +* ... + +*Breaking Changes* +* ... diff --git a/.editorconfig b/app/backend/.editorconfig similarity index 100% rename from .editorconfig rename to app/backend/.editorconfig diff --git a/app/backend/Backend.csproj b/app/backend/Backend.csproj new file mode 100644 index 00000000..95535f2a --- /dev/null +++ b/app/backend/Backend.csproj @@ -0,0 +1,19 @@ + + + + net7.0 + enable + enable + 6c0daa7e-5118-4a21-8aeb-f7b977fe2f01 + + + + + + + + + + + + diff --git a/app/backend/Backend.sln b/app/backend/Backend.sln new file mode 100644 index 00000000..46b004aa --- /dev/null +++ b/app/backend/Backend.sln @@ -0,0 +1,25 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio Version 17 +VisualStudioVersion = 17.5.33516.290 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Backend", "Backend.csproj", "{8F69B6F2-3A1D-4CD0-8E60-3ED6A07EE0B9}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {8F69B6F2-3A1D-4CD0-8E60-3ED6A07EE0B9}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {8F69B6F2-3A1D-4CD0-8E60-3ED6A07EE0B9}.Debug|Any CPU.Build.0 = Debug|Any CPU + {8F69B6F2-3A1D-4CD0-8E60-3ED6A07EE0B9}.Release|Any CPU.ActiveCfg = Release|Any CPU + {8F69B6F2-3A1D-4CD0-8E60-3ED6A07EE0B9}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection + GlobalSection(ExtensibilityGlobals) = postSolution + SolutionGuid = {8ECFF1CB-3BA1-4EDF-BC00-D96024BBDDAD} + EndGlobalSection +EndGlobal diff --git a/app/backend/Backend.sln.DotSettings b/app/backend/Backend.sln.DotSettings new file mode 100644 index 00000000..4b553c94 --- /dev/null +++ b/app/backend/Backend.sln.DotSettings @@ -0,0 +1,176 @@ + + True + True + FullFormat + True + True + True + True + True + SOLUTION + False + SUGGESTION + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + SUGGESTION + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + ERROR + True + Field, Property, Event, Method + True + True + True + NEXT_LINE + True + True + True + True + True + True + 1 + 1 + True + True + True + ALWAYS + True + True + False + 160 + True + Copyright (c) Microsoft. All rights reserved. + AI + AIGPT + AMQP + API + CORS + HMAC + HTTP + IO + IOS + JSON + JWT + MQTT + MS + MSAL + OID + OS + SK + SKHTTP + SSL + TTL + UI + UID + URL + YAML + False + <Policy Inspect="True" Prefix="" Suffix="" Style="AaBb" /> + <Policy Inspect="True" Prefix="" Suffix="" Style="AA_BB"><ExtraRule Prefix="" Suffix="" Style="aaBb" /></Policy> + <Policy Inspect="True" Prefix="" Suffix="" Style="AaBb"><ExtraRule Prefix="" Suffix="Async" Style="AaBb" /></Policy> + <Policy Inspect="True" Prefix="" Suffix="" Style="aaBb"><ExtraRule Prefix="" Suffix="Async" Style="aaBb" /></Policy> + <Policy Inspect="True" Prefix="" Suffix="" Style="AaBb"><ExtraRule Prefix="" Suffix="Async" Style="AaBb" /></Policy> + <Policy Inspect="True" Prefix="" Suffix="" Style="aaBb"><ExtraRule Prefix="" Suffix="Async" Style="aaBb" /></Policy> + <Policy Inspect="True" Prefix="" Suffix="" Style="AaBb" /> + <Policy Inspect="True" Prefix="_" Suffix="" Style="aaBb" /> + <Policy Inspect="True" Prefix="s_" Suffix="" Style="aaBb" /> + <Policy Inspect="True" Prefix="" Suffix="" Style="AaBb"><ExtraRule Prefix="" Suffix="Async" Style="AaBb" /></Policy> + + 2 + False + True + True + True + True + True + True + True + True + True + True + True + False + TRACE + 8201 + x64 + True + True + False + True + guid() + 0 + True + True + False + False + True + 2.0 + InCSharpFile + aaa + True + [Fact] +public void It$SOMENAME$() +{ + // Arrange + + // Act + + // Assert + +} + True + True + MSFT copyright + True + 2.0 + InCSharpFile + copy + // Copyright (c) Microsoft. All rights reserved. + + \ No newline at end of file diff --git a/app/backend/Controllers/ApiController.cs b/app/backend/Controllers/ApiController.cs new file mode 100644 index 00000000..7d75587b --- /dev/null +++ b/app/backend/Controllers/ApiController.cs @@ -0,0 +1,73 @@ +namespace Controllers; + +using Azure.Storage.Blobs; +using Microsoft.AspNetCore.Mvc; +using Microsoft.SemanticKernel.Orchestration; +using Services; +using System.Text.Json.Nodes; + +[ApiController] +[Route("/")] +public class ApiController : Controller +{ + private readonly BlobServiceClient _blobServiceClient; + private readonly BlobContainerClient _blobContainerClient; + private readonly RetrieveThenReadApproachService _retrieveThenReadApproachService; + + public ApiController(BlobServiceClient blobServiceClient, BlobContainerClient blobContainerClient, RetrieveThenReadApproachService retrieveThenReadApproachService) + { + _blobServiceClient = blobServiceClient; + _blobContainerClient = blobContainerClient; + _retrieveThenReadApproachService = retrieveThenReadApproachService; + } + + [HttpGet] + [Route("content/{citation}")] + public async Task GetContentAsync(string citation) + { + // find out if citation exists in this.blobContainerClient + // if it does, return the content + // if it doesn't, return 404 + if (!await _blobContainerClient.ExistsAsync()) + return NotFound("blob container not found"); + + var fileContent = await _blobContainerClient.GetBlobClient(citation).DownloadContentAsync(); + + if (fileContent == null) + { + return NotFound($"{citation} not found"); + } + else + { + return Ok(fileContent); + } + } + + [HttpPost] + [Route("chat")] + [Produces("application/json")] + public Task PostChatAsync() + { + throw new NotImplementedException(); + } + + [HttpPost] + [Route("ask")] + [Produces("application/json")] + public async Task PostAskAsync() + { + // get question from body + var json = await new StreamReader(Request.Body).ReadToEndAsync(); + var doc = JsonNode.Parse(json); + if (doc!["question"]?.GetValue() is string question) + { + var variable = new ContextVariables(); + variable["question"] = question; + var res = await _retrieveThenReadApproachService.RunAsync(variable, null); + + return Ok(res); + } + + return BadRequest(); + } +} diff --git a/app/backend/Program.cs b/app/backend/Program.cs new file mode 100644 index 00000000..02521f2c --- /dev/null +++ b/app/backend/Program.cs @@ -0,0 +1,63 @@ +using Azure.AI.OpenAI; +using Azure.Identity; +using Azure.Search.Documents; +using Azure.Storage.Blobs; +using Microsoft.SemanticKernel; +using Services; + +var builder = WebApplication.CreateBuilder(args); + +builder.Services.AddControllers(); +// See: https://aka.ms/aspnetcore/swashbuckle +builder.Services.AddEndpointsApiExplorer(); +builder.Services.AddSwaggerGen(); + +var azureCredential = new DefaultAzureCredential(); +var AZURE_STORAGE_ACCOUNT = builder.Configuration["AZURE_STORAGE_ACCOUNT"]; + +// Add blob service client +var blobServiceClient = new BlobServiceClient(new Uri($"https://{AZURE_STORAGE_ACCOUNT}.blob.core.windows.net"), azureCredential); +builder.Services.AddSingleton(blobServiceClient); + +// Add blob container client +var AZURE_STORAGE_CONTAINER = builder.Configuration["AZURE_STORAGE_CONTAINER"]; +var blobContainerClient = blobServiceClient.GetBlobContainerClient(AZURE_STORAGE_CONTAINER); +builder.Services.AddSingleton(blobContainerClient); + +// Add search client +var AZURE_SEARCH_SERVICE = builder.Configuration["AZURE_SEARCH_SERVICE"]; +var AZURE_SEARCH_INDEX = builder.Configuration["AZURE_SEARCH_INDEX"]; +var searchClient = new SearchClient(new Uri($"https://{AZURE_SEARCH_SERVICE}.search.windows.net"), AZURE_SEARCH_INDEX, azureCredential); +builder.Services.AddSingleton(searchClient); + +// add semantic kernel +var AZURE_OPENAI_CHATGPT_DEPLOYMENT = builder.Configuration["AZURE_OPENAI_CHATGPT_DEPLOYMENT"]; +var AZURE_OPENAI_GPT_DEPLOYMENT = builder.Configuration["AZURE_OPENAI_GPT_DEPLOYMENT"]; +var AZURE_OPENAI_SERVICE = builder.Configuration["AZURE_OPENAI_SERVICE"]; +var openAIClient = new OpenAIClient(new Uri($"https://{AZURE_OPENAI_SERVICE}.openai.azure.com"), azureCredential); + +// semantic kernel doesn't support Azure AAD credential for now +// so we implement our own textcompletion backend +var openAIService = new AzureOpenAITextCompletionService(openAIClient, AZURE_OPENAI_GPT_DEPLOYMENT); +var kernel = Kernel.Builder.Build(); +kernel.Config.AddTextCompletion(AZURE_OPENAI_GPT_DEPLOYMENT, (kernel) => openAIService, true); +builder.Services.AddSingleton(kernel); + +// add RetrieveThenReadApproachService +builder.Services.AddSingleton(new RetrieveThenReadApproachService(searchClient, kernel)); +var app = builder.Build(); + +// Configure the HTTP request pipeline. +if (app.Environment.IsDevelopment()) +{ + app.UseSwagger(); + app.UseSwaggerUI(); +} + +app.UseHttpsRedirection(); +app.UseAuthorization(); +app.MapControllers(); +app.UseDefaultFiles(); +app.UseStaticFiles(); + +app.Run(); diff --git a/app/backend/Properties/launchSettings.json b/app/backend/Properties/launchSettings.json new file mode 100644 index 00000000..f42fc818 --- /dev/null +++ b/app/backend/Properties/launchSettings.json @@ -0,0 +1,20 @@ +{ + "$schema": "https://json.schemastore.org/launchsettings.json", + "iisSettings": { + "windowsAuthentication": false, + "anonymousAuthentication": true, + "iisExpress": { + "applicationUrl": "http://localhost:9183", + "sslPort": 44316 + } + }, + "profiles": { + "IIS Express": { + "commandName": "IISExpress", + "launchBrowser": false, + "environmentVariables": { + "ASPNETCORE_ENVIRONMENT": "Development" + } + } + } +} diff --git a/app/backend/Services/AzureOpenAITextCompletionService.cs b/app/backend/Services/AzureOpenAITextCompletionService.cs new file mode 100644 index 00000000..01989f7f --- /dev/null +++ b/app/backend/Services/AzureOpenAITextCompletionService.cs @@ -0,0 +1,42 @@ +namespace Services; + +using Azure.AI.OpenAI; +using Microsoft.SemanticKernel.AI; +using Microsoft.SemanticKernel.AI.TextCompletion; + +internal sealed class AzureOpenAITextCompletionService : ITextCompletion +{ + private readonly OpenAIClient _openAIClient; + private readonly string _deployedModelName; + + public AzureOpenAITextCompletionService(OpenAIClient openAIClient, string deployedModelName) + { + _openAIClient = openAIClient; + _deployedModelName = deployedModelName; + } + + public async Task CompleteAsync(string text, CompleteRequestSettings requestSettings, CancellationToken cancellationToken = default) + { + var option = new CompletionsOptions(); + option.Prompts.Add(text); + option.Temperature = Convert.ToSingle(requestSettings.Temperature); + foreach (var stopSequence in requestSettings.StopSequences) + { + option.StopSequences.Add(stopSequence); + } + + option.MaxTokens = requestSettings.MaxTokens; + option.FrequencyPenalty = Convert.ToSingle(requestSettings.FrequencyPenalty); + option.PresencePenalty = Convert.ToSingle(requestSettings.PresencePenalty); + + var response = await _openAIClient.GetCompletionsAsync(_deployedModelName, option, cancellationToken); + if (response.Value is Completions completions && completions.Choices.Count >= 1) + { + return completions.Choices.First().Text; + } + else + { + throw new AIException(AIException.ErrorCodes.InvalidConfiguration, "completion not found"); + } + } +} diff --git a/app/backend/Services/IApproachService.cs b/app/backend/Services/IApproachService.cs new file mode 100644 index 00000000..261b1e46 --- /dev/null +++ b/app/backend/Services/IApproachService.cs @@ -0,0 +1,22 @@ +namespace Services; + +using Microsoft.SemanticKernel.Orchestration; +using Microsoft.SemanticKernel.SemanticFunctions; +using System.Text.Json.Serialization; + +internal interface IApproachService +{ + class Reply + { + [JsonPropertyName("data_points")] + public string[] DataPoints { get; set; } + + [JsonPropertyName("answer")] + public string Answer { get; set; } + + [JsonPropertyName("thoughts")] + public string Thoughts { get; set; } + } + + Task RunAsync(ContextVariables variable, PromptTemplateConfig config); +} diff --git a/app/backend/Services/RetrieveThenReadApproachService.cs b/app/backend/Services/RetrieveThenReadApproachService.cs new file mode 100644 index 00000000..b998711d --- /dev/null +++ b/app/backend/Services/RetrieveThenReadApproachService.cs @@ -0,0 +1,103 @@ +namespace Services; + +using Azure.Search.Documents; +using Azure.Search.Documents.Models; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Orchestration; +using Microsoft.SemanticKernel.SemanticFunctions; +using System.Text; + +internal sealed class RetrieveThenReadApproachService : IApproachService +{ + private readonly SearchClient _searchClient; + private const string TEMPLATE = """ + You are an intelligent assistant helping Contoso Inc employees with their healthcare plan questions and employee handbook questions. + Use 'you' to refer to the individual asking the questions even if they ask with 'I'. + Answer the following question using only the data provided in the sources below. + For tabular information return it as an HTML table. Do not return markdown format. + Each source has a name followed by a colon and the actual information, always include the source name for each fact you use in the response. + If you cannot answer using the sources below, say you don't know. + + ### + Question: 'What is the deductible for the employee plan for a visit to Overlake in Bellevue?' + + Sources: + info1.txt: deductibles depend on whether you are in-network or out-of-network. In-network deductibles are $500 for employees and $1000 for families. Out-of-network deductibles are $1000 for employees and $2000 for families. + info2.pdf: Overlake is in-network for the employee plan. + info3.pdf: Overlake is the name of the area that includes a park and ride near Bellevue. + info4.pdf: In-network institutions include Overlake, Swedish, and others in the region + + Answer: + In-network deductibles are $500 for employees and $1000 for families [info1.txt] and Overlake is in-network for the employee plan [info2.pdf][info4.pdf]. + + ### + Question: {{$question}}? + + Sources: + {{$retreive}} + + Answer: + """; + private readonly IKernel _kernel; + private readonly ISKFunction function; + + public RetrieveThenReadApproachService(SearchClient searchClient, IKernel kernel) + { + _searchClient = searchClient; + _kernel = kernel; + var promptConfig = new PromptTemplateConfig + { + Completion = + { + MaxTokens = 200, + Temperature = 0.7, + TopP = 0.5, + }, + }; + + var promptTemplate = new PromptTemplate(RetrieveThenReadApproachService.TEMPLATE, promptConfig, _kernel); + var functionConfig = new SemanticFunctionConfig(promptConfig, promptTemplate); + function = _kernel.RegisterSemanticFunction("RetrieveThenRead", functionConfig); + } + public async Task RunAsync(ContextVariables variable, PromptTemplateConfig config) + { + var question = variable["question"]; + var searchOption = new SearchOptions + { + Size = 3, + }; + var documents = await _searchClient.SearchAsync(question, searchOption); + if (documents.Value != null) + { + // assemble sources here + // example output for each SearchDocument + //{ + // "@search.score": 11.65396, + // "id": "Northwind_Standard_Benefits_Details_pdf-60", + // "content": "x-ray, lab, or imaging service, you will likely be responsible for paying a copayment or coinsurance. The exact amount you will be required to pay will depend on the type of service you receive. You can use the Northwind app or website to look up the cost of a particular service before you receive it.\nIn some cases, the Northwind Standard plan may exclude certain diagnostic x-ray, lab, and imaging services. For example, the plan does not cover any services related to cosmetic treatments or procedures. Additionally, the plan does not cover any services for which no diagnosis is provided.\nIt’s important to note that the Northwind Standard plan does not cover any services related to emergency care. This includes diagnostic x-ray, lab, and imaging services that are needed to diagnose an emergency condition. If you have an emergency condition, you will need to seek care at an emergency room or urgent care facility.\nFinally, if you receive diagnostic x-ray, lab, or imaging services from an out-of-network provider, you may be required to pay the full cost of the service. To ensure that you are receiving services from an in-network provider, you can use the Northwind provider search ", + // "category": null, + // "sourcepage": "Northwind_Standard_Benefits_Details-24.pdf", + // "sourcefile": "Northwind_Standard_Benefits_Details.pdf" + //} + var sb = new StringBuilder(); + foreach (var doc in documents.Value.GetResults()) + { + string sourcePage = (string)doc.Document["sourcepage"]; + var content = (string)doc.Document["content"]; + content = content.Replace('\r', ' ').Replace('\n', ' '); + sb.AppendLine($"{sourcePage}:{content}"); + } + + variable["retreive"] = sb.ToString(); + + var answer = await _kernel.RunAsync(variable, function); + return new IApproachService.Reply + { + Answer = answer.ToString(), + DataPoints = sb.ToString().Split('\r'), + Thoughts = $"question: {question} \r prompt: {variable}", + }; + } + throw new NotImplementedException(); + } +} diff --git a/app/backend/appsettings.json b/app/backend/appsettings.json new file mode 100644 index 00000000..10f68b8c --- /dev/null +++ b/app/backend/appsettings.json @@ -0,0 +1,9 @@ +{ + "Logging": { + "LogLevel": { + "Default": "Information", + "Microsoft.AspNetCore": "Warning" + } + }, + "AllowedHosts": "*" +} diff --git a/app/backend/data/employeeinfo.csv b/app/backend/data/employeeinfo.csv new file mode 100644 index 00000000..b3a4c884 --- /dev/null +++ b/app/backend/data/employeeinfo.csv @@ -0,0 +1,4 @@ +name,title,insurance,insurancegroup +Employee1,Program Manager,Northwind Health Plus,Family +Employee2,Software Engineer,Northwind Health Plus,Single +Employee3,Software Engineer,Northwind Health Standard,Family diff --git a/app/frontend/.prettierrc.json b/app/frontend/.prettierrc.json new file mode 100644 index 00000000..b7d67747 --- /dev/null +++ b/app/frontend/.prettierrc.json @@ -0,0 +1,6 @@ +{ + "tabWidth": 4, + "printWidth": 160, + "arrowParens": "avoid", + "trailingComma": "none" +} diff --git a/app/frontend/index.html b/app/frontend/index.html new file mode 100644 index 00000000..4d96bfbd --- /dev/null +++ b/app/frontend/index.html @@ -0,0 +1,13 @@ + + + + + + + GPT + Enterprise data | Sample + + +
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"@types/react": "^18.0.27", + "@types/react-dom": "^18.0.10", + "@vitejs/plugin-react": "^3.1.0", + "prettier": "^2.8.3", + "typescript": "^4.9.3", + "vite": "^4.1.0" + } +} diff --git a/app/frontend/public/favicon.ico b/app/frontend/public/favicon.ico new file mode 100644 index 00000000..f1fe5051 Binary files /dev/null and b/app/frontend/public/favicon.ico differ diff --git a/app/frontend/src/api/api.ts b/app/frontend/src/api/api.ts new file mode 100644 index 00000000..12da6d9f --- /dev/null +++ b/app/frontend/src/api/api.ts @@ -0,0 +1,66 @@ +import { AskRequest, AskResponse, ChatRequest } from "./models"; + +export async function askApi(options: AskRequest): Promise { + const response = await fetch("/ask", { + method: "POST", + headers: { + "Content-Type": "application/json" + }, + body: JSON.stringify({ + question: options.question, + approach: options.approach, + overrides: { + semantic_ranker: options.overrides?.semanticRanker, + semantic_captions: options.overrides?.semanticCaptions, + top: options.overrides?.top, + temperature: options.overrides?.temperature, + prompt_template: options.overrides?.promptTemplate, + prompt_template_prefix: options.overrides?.promptTemplatePrefix, + prompt_template_suffix: options.overrides?.promptTemplateSuffix, + exclude_category: options.overrides?.excludeCategory + } + }) + }); + + const parsedResponse: AskResponse = await response.json(); + if (response.status > 299 || !response.ok) { + throw Error(parsedResponse.error || "Unknown error"); + } + + return parsedResponse; +} + +export async function chatApi(options: ChatRequest): Promise { + const response = await fetch("/chat", { + method: "POST", + headers: { + "Content-Type": "application/json" + }, + body: JSON.stringify({ + history: options.history, + approach: options.approach, + overrides: { + semantic_ranker: options.overrides?.semanticRanker, + semantic_captions: options.overrides?.semanticCaptions, + top: options.overrides?.top, + temperature: options.overrides?.temperature, + prompt_template: options.overrides?.promptTemplate, + prompt_template_prefix: options.overrides?.promptTemplatePrefix, + prompt_template_suffix: options.overrides?.promptTemplateSuffix, + exclude_category: options.overrides?.excludeCategory, + suggest_followup_questions: options.overrides?.suggestFollowupQuestions + } + }) + }); + + const parsedResponse: AskResponse = await response.json(); + if (response.status > 299 || !response.ok) { + throw Error(parsedResponse.error || "Unknown error"); + } + + return parsedResponse; +} + +export function getCitationFilePath(citation: string): string { + return `/content/${citation}`; +} diff --git a/app/frontend/src/api/index.ts b/app/frontend/src/api/index.ts new file mode 100644 index 00000000..0475d357 --- /dev/null +++ b/app/frontend/src/api/index.ts @@ -0,0 +1,2 @@ +export * from "./api"; +export * from "./models"; diff --git a/app/frontend/src/api/models.ts b/app/frontend/src/api/models.ts new file mode 100644 index 00000000..bec3dc28 --- /dev/null +++ b/app/frontend/src/api/models.ts @@ -0,0 +1,41 @@ +export const enum Approaches { + RetrieveThenRead = "rtr", + ReadRetrieveRead = "rrr", + ReadDecomposeAsk = "rda" +} + +export type AskRequestOverrides = { + semanticRanker?: boolean; + semanticCaptions?: boolean; + excludeCategory?: string; + top?: number; + temperature?: number; + promptTemplate?: string; + promptTemplatePrefix?: string; + promptTemplateSuffix?: string; + suggestFollowupQuestions?: boolean; +}; + +export type AskRequest = { + question: string; + approach: Approaches; + overrides?: AskRequestOverrides; +}; + +export type AskResponse = { + answer: string; + thoughts: string | null; + data_points: string[]; + error?: string; +}; + +export type ChatTurn = { + user: string; + bot?: string; +}; + +export type ChatRequest = { + history: ChatTurn[]; + approach: Approaches; + overrides?: AskRequestOverrides; +}; diff --git a/app/frontend/src/assets/github.svg b/app/frontend/src/assets/github.svg new file mode 100644 index 00000000..d5e64918 --- /dev/null +++ b/app/frontend/src/assets/github.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/app/frontend/src/assets/search.svg b/app/frontend/src/assets/search.svg new file mode 100644 index 00000000..feadc50b --- /dev/null +++ b/app/frontend/src/assets/search.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/app/frontend/src/components/AnalysisPanel/AnalysisPanel.module.css b/app/frontend/src/components/AnalysisPanel/AnalysisPanel.module.css new file mode 100644 index 00000000..909ac03d --- /dev/null +++ b/app/frontend/src/components/AnalysisPanel/AnalysisPanel.module.css @@ -0,0 +1,6 @@ +.thoughtProcess { + font-family: source-code-pro, Menlo, Monaco, Consolas, "Courier New", monospace; + word-wrap: break-word; + padding-top: 12px; + padding-bottom: 12px; +} diff --git a/app/frontend/src/components/AnalysisPanel/AnalysisPanel.tsx b/app/frontend/src/components/AnalysisPanel/AnalysisPanel.tsx new file mode 100644 index 00000000..cd01a08e --- /dev/null +++ b/app/frontend/src/components/AnalysisPanel/AnalysisPanel.tsx @@ -0,0 +1,57 @@ +import { Pivot, PivotItem } from "@fluentui/react"; +import DOMPurify from "dompurify"; + +import styles from "./AnalysisPanel.module.css"; + +import { SupportingContent } from "../SupportingContent"; +import { AskResponse } from "../../api"; +import { AnalysisPanelTabs } from "./AnalysisPanelTabs"; + +interface Props { + className: string; + activeTab: AnalysisPanelTabs; + onActiveTabChanged: (tab: AnalysisPanelTabs) => void; + activeCitation: string | undefined; + citationHeight: string; + answer: AskResponse; +} + +const pivotItemDisabledStyle = { disabled: true, style: { color: "grey" } }; + +export const AnalysisPanel = ({ answer, activeTab, activeCitation, citationHeight, className, onActiveTabChanged }: Props) => { + const isDisabledThoughtProcessTab: boolean = !answer.thoughts; + const isDisabledSupportingContentTab: boolean = !answer.data_points.length; + const isDisabledCitationTab: boolean = !activeCitation; + + const sanitizedThoughts = DOMPurify.sanitize(answer.thoughts!); + + return ( + pivotItem && onActiveTabChanged(pivotItem.props.itemKey! as AnalysisPanelTabs)} + > + +
+ + + + + +