Merge branch 'master' into master

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Rinne 2023-07-22 23:31:53 +08:00 committed by GitHub
commit 36ad09790c
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102 changed files with 79769 additions and 3 deletions

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using LLama.Web.Models;
namespace LLama.Web.Hubs
{
public interface ISessionClient
{
Task OnStatus(string status, string data = null);
Task OnResponse(ResponseFragment fragment);
Task OnError(string error);
}
}

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using LLama.Web.Models;
using LLama.Web.Services;
using Microsoft.AspNetCore.SignalR;
using Microsoft.Extensions.Options;
using System.Diagnostics;
namespace LLama.Web.Hubs
{
public class InteractiveHub : Hub<ISessionClient>
{
private readonly LLamaOptions _options;
private readonly ILogger<InteractiveHub> _logger;
private readonly IModelSessionService _modelSessionService;
public InteractiveHub(ILogger<InteractiveHub> logger, IOptions<LLamaOptions> options, IModelSessionService modelSessionService)
{
_logger = logger;
_options = options.Value;
_modelSessionService = modelSessionService;
}
public override async Task OnConnectedAsync()
{
_logger.Log(LogLevel.Information, "OnConnectedAsync, Id: {0}", Context.ConnectionId);
await base.OnConnectedAsync();
await Clients.Caller.OnStatus("Connected", Context.ConnectionId);
}
public override async Task OnDisconnectedAsync(Exception? exception)
{
_logger.Log(LogLevel.Information, "[OnDisconnectedAsync], Id: {0}", Context.ConnectionId);
await _modelSessionService.RemoveAsync(Context.ConnectionId);
await base.OnDisconnectedAsync(exception);
}
[HubMethodName("LoadModel")]
public async Task OnLoadModel(string modelName, string promptName, string parameterName)
{
_logger.Log(LogLevel.Information, "[OnLoadModel] - Load new model, Connection: {0}, Model: {1}, Prompt: {2}, Parameter: {3}", Context.ConnectionId, modelName, promptName, parameterName);
await _modelSessionService.RemoveAsync(Context.ConnectionId);
var modelOption = _options.Models.First(x => x.Name == modelName);
var promptOption = _options.Prompts.First(x => x.Name == promptName);
var parameterOption = _options.Parameters.First(x => x.Name == parameterName);
var interactiveExecutor = new InteractiveExecutor(new LLamaModel(modelOption));
var modelSession = await _modelSessionService.CreateAsync(Context.ConnectionId, interactiveExecutor, modelOption, promptOption, parameterOption);
if (modelSession is null)
{
_logger.Log(LogLevel.Error, "[OnLoadModel] - Failed to add new model session, Connection: {0}", Context.ConnectionId);
await Clients.Caller.OnError("No model has been loaded");
return;
}
_logger.Log(LogLevel.Information, "[OnLoadModel] - New model session added, Connection: {0}", Context.ConnectionId);
await Clients.Caller.OnStatus("Loaded", Context.ConnectionId);
}
[HubMethodName("SendPrompt")]
public async Task OnSendPrompt(string prompt)
{
var stopwatch = Stopwatch.GetTimestamp();
_logger.Log(LogLevel.Information, "[OnSendPrompt] - New prompt received, Connection: {0}", Context.ConnectionId);
var modelSession = await _modelSessionService.GetAsync(Context.ConnectionId);
if (modelSession is null)
{
_logger.Log(LogLevel.Warning, "[OnSendPrompt] - No model has been loaded for this connection, Connection: {0}", Context.ConnectionId);
await Clients.Caller.OnError("No model has been loaded");
return;
}
// Create unique response id
var responseId = Guid.NewGuid().ToString();
// Send begin of response
await Clients.Caller.OnResponse(new ResponseFragment(responseId, isFirst: true));
// Send content of response
await foreach (var fragment in modelSession.InferAsync(prompt, CancellationTokenSource.CreateLinkedTokenSource(Context.ConnectionAborted)))
{
await Clients.Caller.OnResponse(new ResponseFragment(responseId, fragment));
}
// Send end of response
var elapsedTime = Stopwatch.GetElapsedTime(stopwatch);
var signature = modelSession.IsInferCanceled()
? $"Inference cancelled after {elapsedTime.TotalSeconds:F0} seconds"
: $"Inference completed in {elapsedTime.TotalSeconds:F0} seconds";
await Clients.Caller.OnResponse(new ResponseFragment(responseId, signature, isLast: true));
_logger.Log(LogLevel.Information, "[OnSendPrompt] - Inference complete, Connection: {0}, Elapsed: {1}, Canceled: {2}", Context.ConnectionId, elapsedTime, modelSession.IsInferCanceled());
}
}
}

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<Project Sdk="Microsoft.NET.Sdk.Web">
<PropertyGroup>
<TargetFramework>net7.0</TargetFramework>
<Nullable>disable</Nullable>
<ImplicitUsings>enable</ImplicitUsings>
</PropertyGroup>
<ItemGroup>
<ProjectReference Include="..\LLama\LLamaSharp.csproj" />
</ItemGroup>
<ItemGroup>
<Folder Include="wwwroot\image\" />
</ItemGroup>
</Project>

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namespace LLama.Web.Models
{
public class CancelModel
{
public string ConnectionId { get; set; }
}
}

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namespace LLama.Web.Models
{
public class LLamaOptions
{
public List<ModelOptions> Models { get; set; }
public List<PromptOptions> Prompts { get; set; } = new List<PromptOptions>();
public List<ParameterOptions> Parameters { get; set; } = new List<ParameterOptions>();
public void Initialize()
{
foreach (var prompt in Prompts)
{
if (File.Exists(prompt.Path))
{
prompt.Prompt = File.ReadAllText(prompt.Path).Trim();
}
}
}
}
}

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using LLama.Common;
namespace LLama.Web.Models
{
public class ModelOptions : ModelParams
{
public ModelOptions() : base("", 512, 20, 1337, true, true, false, false, "", "", -1, 512, false, false)
{
}
public string Name { get; set; }
public int MaxInstances { get; set; }
}
}

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using LLama.Abstractions;
namespace LLama.Web.Models
{
public class ModelSession : IDisposable
{
private bool _isFirstInteraction = true;
private ModelOptions _modelOptions;
private PromptOptions _promptOptions;
private ParameterOptions _inferenceOptions;
private ITextStreamTransform _outputTransform;
private ILLamaExecutor _executor;
private CancellationTokenSource _cancellationTokenSource;
public ModelSession(string connectionId, ILLamaExecutor executor, ModelOptions modelOptions, PromptOptions promptOptions, ParameterOptions parameterOptions)
{
ConnectionId = connectionId;
_executor = executor;
_modelOptions = modelOptions;
_promptOptions = promptOptions;
_inferenceOptions = parameterOptions;
_inferenceOptions.AntiPrompts = _promptOptions.AntiPrompt?.Concat(_inferenceOptions.AntiPrompts ?? Enumerable.Empty<string>()).Distinct() ?? _inferenceOptions.AntiPrompts;
if (_promptOptions.OutputFilter?.Count > 0)
_outputTransform = new LLamaTransforms.KeywordTextOutputStreamTransform(_promptOptions.OutputFilter, redundancyLength: 5);
}
public string ConnectionId { get; }
public IAsyncEnumerable<string> InferAsync(string message, CancellationTokenSource cancellationTokenSource)
{
_cancellationTokenSource = cancellationTokenSource;
if (_isFirstInteraction)
{
_isFirstInteraction = false;
message = _promptOptions.Prompt + message;
}
if (_outputTransform is not null)
return _outputTransform.TransformAsync(_executor.InferAsync(message, _inferenceOptions, _cancellationTokenSource.Token));
return _executor.InferAsync(message, _inferenceOptions, _cancellationTokenSource.Token);
}
public void CancelInfer()
{
_cancellationTokenSource?.Cancel();
}
public bool IsInferCanceled()
{
return _cancellationTokenSource.IsCancellationRequested;
}
public void Dispose()
{
_inferenceOptions = null;
_outputTransform = null;
_executor.Model?.Dispose();
_executor = null;
}
}
}

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using LLama.Common;
namespace LLama.Web.Models
{
public class ParameterOptions : InferenceParams
{
public string Name { get; set; }
}
}

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namespace LLama.Web.Models
{
public class PromptOptions
{
public string Name { get; set; }
public string Path { get; set; }
public string Prompt { get; set; }
public List<string> AntiPrompt { get; set; }
public List<string> OutputFilter { get; set; }
}
}

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namespace LLama.Web.Models
{
public class ResponseFragment
{
public ResponseFragment(string id, string content = null, bool isFirst = false, bool isLast = false)
{
Id = id;
IsLast = isLast;
IsFirst = isFirst;
Content = content;
}
public string Id { get; set; }
public string Content { get; set; }
public bool IsLast { get; set; }
public bool IsFirst { get; set; }
}
}

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@page
@model ErrorModel
@{
ViewData["Title"] = "Error";
}
<h1 class="text-danger">Error.</h1>
<h2 class="text-danger">An error occurred while processing your request.</h2>
@if (Model.ShowRequestId)
{
<p>
<strong>Request ID:</strong> <code>@Model.RequestId</code>
</p>
}
<h3>Development Mode</h3>
<p>
Swapping to the <strong>Development</strong> environment displays detailed information about the error that occurred.
</p>
<p>
<strong>The Development environment shouldn't be enabled for deployed applications.</strong>
It can result in displaying sensitive information from exceptions to end users.
For local debugging, enable the <strong>Development</strong> environment by setting the <strong>ASPNETCORE_ENVIRONMENT</strong> environment variable to <strong>Development</strong>
and restarting the app.
</p>

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using Microsoft.AspNetCore.Mvc;
using Microsoft.AspNetCore.Mvc.RazorPages;
using System.Diagnostics;
namespace LLama.Web.Pages
{
[ResponseCache(Duration = 0, Location = ResponseCacheLocation.None, NoStore = true)]
[IgnoreAntiforgeryToken]
public class ErrorModel : PageModel
{
public string? RequestId { get; set; }
public bool ShowRequestId => !string.IsNullOrEmpty(RequestId);
private readonly ILogger<ErrorModel> _logger;
public ErrorModel(ILogger<ErrorModel> logger)
{
_logger = logger;
}
public void OnGet()
{
RequestId = Activity.Current?.Id ?? HttpContext.TraceIdentifier;
}
}
}

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@page
@model IndexModel
@{
ViewData["Title"] = "Home page";
}
<div class="text-center">
<h1 class="display-4">Welcome</h1>
<p>Learn about <a href="https://docs.microsoft.com/aspnet/core">building Web apps with ASP.NET Core</a>.</p>
</div>

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using Microsoft.AspNetCore.Mvc;
using Microsoft.AspNetCore.Mvc.RazorPages;
namespace LLama.Web.Pages
{
public class IndexModel : PageModel
{
private readonly ILogger<IndexModel> _logger;
public IndexModel(ILogger<IndexModel> logger)
{
_logger = logger;
}
public void OnGet()
{
}
}
}

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@page
@model InteractiveModel
@{
}
@Html.AntiForgeryToken()
<div class="d-flex flex-row h-100 pt-1 pb-1">
<div class="d-flex flex-column h-100 border me-1 w-25 overflow-auto">
<div class="d-flex flex-row justify-content-between border-bottom p-1 align-items-center">
<h4>Interactive</h4>
<div>
<span>Hub: <b id="socket">Disconnected</b></span>
</div>
</div>
<div class="m-1">
<small>Model</small>
<select id="Model" class="form-control form-select input-control" required="required" autocomplete="off">
<option value="" disabled selected hidden>Please Select</option>
@foreach (var modelOption in Model.Options.Models)
{
<option value="@modelOption.Name">@modelOption.Name</option>
}
</select>
</div>
<div class="m-1">
<small>Parameters</small>
<select id="Parameter" class="form-control form-select input-control" required="required" autocomplete="off">
<option value="" disabled selected hidden>Please Select</option>
@foreach (var parameterOption in Model.Options.Parameters)
{
<option value="@parameterOption.Name">@parameterOption.Name</option>
}
</select>
</div>
<div class="m-1">
<small>Prompt</small>
<select id="Prompt" class="form-control form-select input-control" required="required" autocomplete="off">
<option value="" disabled selected hidden>Please Select</option>
@foreach (var promptOption in Model.Options.Prompts)
{
<option value="@promptOption.Name" data-prompt="@promptOption.Prompt">@promptOption.Name</option>
}
</select>
<textarea id="PromptText" class="form-control mt-1" rows="12" disabled="disabled" style="font-size:13px;resize:none"></textarea>
</div>
<div class="d-flex flex-grow-1"></div>
<div id="session-details" class="m-1">
</div>
<div class="m-1">
<button class="btn btn-outline-secondary input-control w-100" type="button" id="load">Create Session</button>
</div>
</div>
<div class="d-flex flex-column h-100 w-75">
<div class="section-head">
</div>
<div id="scroll-container" class="section-content border">
<div id="output-container" class="d-flex flex-column gap-1 p-1">
</div>
</div>
<div class="section-foot">
<div class="input-group mt-2">
<textarea id="input" type="text" class="form-control" value="what is a tree?" style="resize:none" rows="4">What is an apple?</textarea>
<div class="d-flex flex-column">
<div class="d-flex flex-fill">
<button class="btn btn-outline-secondary input-control w-100" type="button" id="send" disabled="disabled" autocomplete="off">Send Message</button>
</div>
<div class="d-flex">
<button class="btn btn-outline-secondary w-100" type="button" id="cancel" autocomplete="off">
<i class="bi-x-circle"></i>
</button>
<button class="btn btn-outline-secondary input-control w-100" type="button" id="clear" disabled="disabled" autocomplete="off">
<i class="bi-trash3"></i>
</button>
</div>
</div>
</div>
</div>
</div>
</div>
<script id="outputErrorTemplate" type="text/html">
<i class="form-control text-danger">{{text}}</i>
</script>
<script id="outputInfoTemplate" type="text/html">
<i class="form-control text-success">{{text}}</i>
</script>
<script id="outputUserTemplate" type="text/html">
<div class="d-flex flex-row form-control bg-light">
<div class="m-2 me-4">
<img src="~/image/human.png" width="60"/>
</div>
<div class="d-flex flex-column flex-fill justify-content-between">
<span class="w-100" style="resize:none" >{{text}}</span>
<div class="d-flex justify-content-end">
<i>{{date}}</i>
</div>
</div>
</div>
</script>
<script id="outputBotTemplate" type="text/html">
<div class="d-flex flex-row form-control">
<div class="m-2 me-4">
<img src="~/image/robot.png" width="60"/>
</div>
<div id="{{id}}" class="d-flex flex-column flex-fill justify-content-between">
<span class="content">
<img src="~/image/loading.gif" width="30" />
</span>
<div class="d-flex justify-content-end">
<div class="d-flex flex-column align-items-end">
<i class="date"></i>
<i>
<small class="signature"></small>
</i>
</div>
</div>
</div>
</div>
</script>
<script id="sessionDetailsTemplate" type="text/html">
<div>
<small>Session Details </small>
</div>
<div>
<i>Model: </i>
<span>{{model}}</span>
</div>
<div>
<i>Prompt: </i>
<span>{{prompt}}</span>
</div>
<div>
<i>Parameters: </i>
<span>{{parameter}}</span>
</div>
</script>
@section Scripts {
<script>
const outputErrorTemplate = $("#outputErrorTemplate").html();
const outputInfoTemplate = $("#outputInfoTemplate").html();
const outputUserTemplate = $("#outputUserTemplate").html();
const outputBotTemplate = $("#outputBotTemplate").html();
const sessionDetailsTemplate = $("#sessionDetailsTemplate").html();
let connectionId;
const connection = new signalR.HubConnectionBuilder().withUrl("/InteractiveHub").build();
const scrollContainer = $("#scroll-container");
const outputContainer = $("#output-container");
const onStatus = (status, data) => {
if (status == "Connected") {
$("#socket").text("Connected").addClass("text-success");
connectionId = data;
}
else if (status == "Loaded") {
enableControls();
$("#session-details").html(Mustache.render(sessionDetailsTemplate, { model: getSelectedModel(), prompt: getSelectedPrompt(), parameter: getSelectedParameter() }));
onInfo(`New model session successfully started`)
}
}
const onError = (error) => {
enableControls();
outputContainer.append(Mustache.render(outputErrorTemplate, { text: error, date: getDateTime() }));
}
const onInfo = (message) => {
outputContainer.append(Mustache.render(outputInfoTemplate, { text: message, date: getDateTime() }));
}
let responseContent;
let responseContainer;
let responseFirstFragment;
const onResponse = (response) => {
if (!response)
return;
if (response.isFirst) {
outputContainer.append(Mustache.render(outputBotTemplate, response));
responseContainer = $(`#${response.id}`);
responseContent = responseContainer.find(".content");
responseFirstFragment = true;
scrollToBottom(true);
return;
}
if (response.isLast) {
enableControls();
responseContainer.find(".signature").append(response.content);
scrollToBottom();
}
else {
if (responseFirstFragment) {
responseContent.empty();
responseFirstFragment = false;
responseContainer.find(".date").append(getDateTime());
}
responseContent.append(response.content);
scrollToBottom();
}
}
const sendPrompt = () => {
const text = $("#input").val();
if (text) {
disableControls();
outputContainer.append(Mustache.render(outputUserTemplate, { text: text, date: getDateTime() }));
connection.invoke('SendPrompt', text);
$("#input").val(null);
scrollToBottom(true);
}
}
const cancelPrompt = () => {
//TODO: Need to cancel inference via http as signalr will synchronize requests
// waiting on ModelSessionService so we can locate an cancel ModelSessions outside the Hub
//connection.invoke('CancelPrompt');
$.ajax({
url: '?handler=Cancel',
type: 'POST',
contentType: "application/json; charset=utf-8",
headers: {
RequestVerificationToken:
$('input:hidden[name="__RequestVerificationToken"]').val()
},
data: JSON.stringify({ connectionId: connectionId })
})
}
const loadModel = () => {
const modelName = getSelectedModel();
const promptName = getSelectedPrompt();
const parameterName = getSelectedParameter();
if (!modelName || !promptName || !parameterName) {
onError("Please select a valid Model, Parameter and Prompt");
return;
}
disableControls();
connection.invoke('LoadModel', modelName, promptName, parameterName);
}
const enableControls = () => {
$(".input-control").removeAttr("disabled");
}
const disableControls = () => {
$(".input-control").attr("disabled", "disabled");
}
const clearOutput = () => {
outputContainer.empty();
}
const updatePrompt = () => {
const customPrompt = $("#PromptText");
const selection = $("option:selected", "#Prompt");
const selectedValue = selection.data("prompt");
customPrompt.text(selectedValue);
}
const getSelectedModel = () => {
return $("option:selected", "#Model").val();
}
const getSelectedParameter = () => {
return $("option:selected", "#Parameter").val();
}
const getSelectedPrompt = () => {
return $("option:selected", "#Prompt").val();
}
const getDateTime = () => {
const dateTime = new Date();
return dateTime.toLocaleString();
}
const scrollToBottom = (force) => {
const scrollTop = scrollContainer.scrollTop();
const scrollHeight = scrollContainer[0].scrollHeight;
if(force){
scrollContainer.scrollTop(scrollContainer[0].scrollHeight);
return;
}
if (scrollTop + 70 >= scrollHeight - scrollContainer.innerHeight()) {
scrollContainer.scrollTop(scrollContainer[0].scrollHeight)
}
}
// Map UI functions
$("#load").on("click", loadModel);
$("#send").on("click", sendPrompt);
$("#clear").on("click", clearOutput);
$("#cancel").on("click", cancelPrompt);
$("#Prompt").on("change", updatePrompt);
// Map signalr functions
connection.on("OnStatus", onStatus);
connection.on("OnError", onError);
connection.on("OnResponse", onResponse);
connection.start();
</script>
}

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using LLama.Web.Models;
using LLama.Web.Services;
using Microsoft.AspNetCore.Mvc;
using Microsoft.AspNetCore.Mvc.RazorPages;
using Microsoft.Extensions.Options;
namespace LLama.Web.Pages
{
public class InteractiveModel : PageModel
{
private readonly ILogger<InteractiveModel> _logger;
private readonly IModelSessionService _modelSessionService;
public InteractiveModel(ILogger<InteractiveModel> logger, IOptions<LLamaOptions> options, IModelSessionService modelSessionService)
{
_logger = logger;
Options = options.Value;
_modelSessionService = modelSessionService;
}
public LLamaOptions Options { get; set; }
public void OnGet()
{
}
public async Task<IActionResult> OnPostCancel([FromBody]CancelModel model)
{
await _modelSessionService.CancelAsync(model.ConnectionId);
return new JsonResult(default);
}
}
}

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.section-content {
flex: 1;
overflow-y: scroll;
}

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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>@ViewData["Title"] - LLama.Web</title>
<link rel="stylesheet" href="~/lib/bootstrap/dist/css/bootstrap.min.css" />
<link href="~/lib/bootstrap/dist/css/bootstrap-icons.css" rel="stylesheet" />
<link rel="stylesheet" href="~/css/site.css" asp-append-version="true" />
<link rel="stylesheet" href="~/LLama.Web.styles.css" asp-append-version="true" />
</head>
<body>
<header>
<nav class="navbar navbar-expand-sm navbar-toggleable-sm navbar-light bg-white border-bottom box-shadow ">
<div class="container">
<a class="navbar-brand" asp-area="" asp-page="/Index">LLama.Web</a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target=".navbar-collapse" aria-controls="navbarSupportedContent"
aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="navbar-collapse collapse d-sm-inline-flex justify-content-between">
<ul class="navbar-nav flex-grow-1">
<li class="nav-item">
<a class="nav-link text-dark" asp-area="" asp-page="/Index">Home</a>
</li>
<li class="nav-item">
<a class="nav-link text-dark" asp-area="" asp-page="/Interactive">Interactive</a>
</li>
</ul>
</div>
</div>
</nav>
</header>
<main class="container" role="main" >
@RenderBody()
</main>
<footer class="border-top footer text-muted">
<div class="container">
&copy; 2023 - LLama.Web
</div>
</footer>
<script src="~/lib/jquery/dist/jquery.min.js"></script>
<script src="~/lib/jquery.unobtrusive-ajax.min.js"></script>
<script src="~/lib/bootstrap/dist/js/bootstrap.bundle.min.js"></script>
<script src="~/lib/mustache/mustache.js"></script>
<script src="~/lib/signalr/signalr.min.js"></script>
<script src="~/js/site.js" asp-append-version="true"></script>
@await RenderSectionAsync("Scripts", required: false)
</body>
</html>

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/* Please see documentation at https://docs.microsoft.com/aspnet/core/client-side/bundling-and-minification
for details on configuring this project to bundle and minify static web assets. */
a.navbar-brand {
white-space: normal;
text-align: center;
word-break: break-all;
}
a {
color: #0077cc;
}
.btn-primary {
color: #fff;
background-color: #1b6ec2;
border-color: #1861ac;
}
.nav-pills .nav-link.active, .nav-pills .show > .nav-link {
color: #fff;
background-color: #1b6ec2;
border-color: #1861ac;
}
.border-top {
border-top: 1px solid #e5e5e5;
}
.border-bottom {
border-bottom: 1px solid #e5e5e5;
}
.box-shadow {
box-shadow: 0 .25rem .75rem rgba(0, 0, 0, .05);
}
button.accept-policy {
font-size: 1rem;
line-height: inherit;
}

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<script src="~/lib/jquery-validation/dist/jquery.validate.min.js"></script>
<script src="~/lib/jquery-validation-unobtrusive/jquery.validate.unobtrusive.min.js"></script>

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@using LLama.Web
@namespace LLama.Web.Pages
@addTagHelper *, Microsoft.AspNetCore.Mvc.TagHelpers

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@{
Layout = "_Layout";
}

49
LLama.Web/Program.cs Normal file
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using LLama.Web.Hubs;
using LLama.Web.Models;
using LLama.Web.Services;
namespace LLama.Web
{
public class Program
{
public static void Main(string[] args)
{
var builder = WebApplication.CreateBuilder(args);
// Add services to the container.
builder.Services.AddRazorPages();
builder.Services.AddSignalR();
// Load InteractiveOptions
builder.Services.AddOptions<LLamaOptions>()
.PostConfigure(x => x.Initialize())
.BindConfiguration(nameof(LLamaOptions));
// Services DI
builder.Services.AddSingleton<IModelSessionService, ModelSessionService>();
var app = builder.Build();
// Configure the HTTP request pipeline.
if (!app.Environment.IsDevelopment())
{
app.UseExceptionHandler("/Error");
// The default HSTS value is 30 days. You may want to change this for production scenarios, see https://aka.ms/aspnetcore-hsts.
app.UseHsts();
}
app.UseHttpsRedirection();
app.UseStaticFiles();
app.UseRouting();
app.UseAuthorization();
app.MapRazorPages();
app.MapHub<InteractiveHub>(nameof(InteractiveHub));
app.Run();
}
}
}

41
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## LLama.Web - Basic ASP.NET Core examples of LLamaSharp in action
LLama.Web has no heavy dependencies and no extra frameworks ove bootstrap and jquery to keep the examples clean and easy to copy over to your own project
## Websockets
Using signalr websockets simplifys the streaming of responses and model per connection management
## Setup
You can setup Models, Prompts and Inference parameters in the appsettings.json
**Models**
You can add multiple models to the options for quick selection in the UI, options are based on ModelParams so its fully configurable
**Parameters**
You can add multiple sets of inference parameters to the options for quick selection in the UI, options are based on InferenceParams so its fully configurable
**Prompts**
You can add multiple sets of prompts to the options for quick selection in the UI
Example:
```json
{
"Name": "Alpaca",
"Path": "D:\\Repositories\\AI\\Prompts\\alpaca.txt",
"Prompt": "Alternativly to can set a prompt text directly and omit the Path"
"AntiPrompt": [
"User:"
],
"OutputFilter": [
"Response:",
"User:"
]
}
```
## Interactive UI
The interactive UI is a simple example of using LLammaSharp
![demo-ui](https://i.imgur.com/nQsnWP1.png)

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using LLama.Abstractions;
using LLama.Web.Models;
namespace LLama.Web.Services
{
public interface IModelSessionService
{
Task<ModelSession> GetAsync(string connectionId);
Task<ModelSession> CreateAsync(string connectionId, ILLamaExecutor executor, ModelOptions modelOption, PromptOptions promptOption, ParameterOptions parameterOption);
Task RemoveAsync(string connectionId);
Task CancelAsync(string connectionId);
}
}

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using LLama.Abstractions;
using LLama.Web.Models;
using System.Collections.Concurrent;
namespace LLama.Web.Services
{
public class ModelSessionService : IModelSessionService
{
private readonly ILogger<ModelSessionService> _logger;
private readonly ConcurrentDictionary<string, ModelSession> _modelSessions;
public ModelSessionService(ILogger<ModelSessionService> logger)
{
_logger = logger;
_modelSessions = new ConcurrentDictionary<string, ModelSession>();
}
public Task<ModelSession> GetAsync(string connectionId)
{
_modelSessions.TryGetValue(connectionId, out var modelSession);
return Task.FromResult(modelSession);
}
public Task<ModelSession> CreateAsync(string connectionId, ILLamaExecutor executor, ModelOptions modelOption, PromptOptions promptOption, ParameterOptions parameterOption)
{
//TODO: Max instance etc
var modelSession = new ModelSession( connectionId, executor, modelOption, promptOption, parameterOption);
if (!_modelSessions.TryAdd(connectionId, modelSession))
{
_logger.Log(LogLevel.Error, "[CreateAsync] - Failed to create model session, Connection: {0}", connectionId);
return Task.FromResult<ModelSession>(default);
}
return Task.FromResult(modelSession);
}
public Task RemoveAsync(string connectionId)
{
if (_modelSessions.TryRemove(connectionId, out var modelSession))
{
_logger.Log(LogLevel.Information, "[RemoveAsync] - Removed model session, Connection: {0}", connectionId);
modelSession.Dispose();
}
return Task.CompletedTask;
}
public Task CancelAsync(string connectionId)
{
if (_modelSessions.TryGetValue(connectionId, out var modelSession))
{
_logger.Log(LogLevel.Information, "[CancelAsync] - Canceled model session, Connection: {0}", connectionId);
modelSession.CancelInfer();
}
return Task.CompletedTask;
}
}
}

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{
"DetailedErrors": true,
"Logging": {
"LogLevel": {
"Default": "Information",
"Microsoft.AspNetCore": "Warning"
}
}
}

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{
"Logging": {
"LogLevel": {
"Default": "Information",
"Microsoft.AspNetCore": "Warning"
}
},
"AllowedHosts": "*",
"LLamaOptions": {
"Models": [
{
"Name": "WizardLM-7B",
"ModelPath": "D:\\Repositories\\AI\\Models\\wizardLM-7B.ggmlv3.q4_0.bin",
"ContextSize": 2048,
"MaxInstances": 4
}
],
"Parameters": [
{
"Name": "Default",
"Temperature": 0.6
}
],
"Prompts": [
{
"Name": "Alpaca",
"Path": "D:\\Repositories\\AI\\Prompts\\alpaca.txt",
"AntiPrompt": [
"User:"
],
"OutputFilter": [
"Response:",
"User:"
]
},
{
"Name": "ChatWithBob",
"Path": "D:\\Repositories\\AI\\Prompts\\chat-with-bob.txt",
"AntiPrompt": [
"User:"
],
"OutputFilter": [
"Bob:",
"User:"
]
}
]
}
}

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html, body {
font-size: 14px;
height: 100%;
display: flex;
flex-direction: column;
}
header {
}
main {
flex: 1;
overflow: auto;
}
footer {
bottom: 0;
width: 100%;
white-space: nowrap;
line-height: 60px;
}
@media (min-width: 768px) {
html {
font-size: 16px;
}
}
.btn:focus, .btn:active:focus, .btn-link.nav-link:focus, .form-control:focus, .form-check-input:focus {
box-shadow: 0 0 0 0.1rem white, 0 0 0 0.25rem #258cfb;
}

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// Please see documentation at https://docs.microsoft.com/aspnet/core/client-side/bundling-and-minification
// for details on configuring this project to bundle and minify static web assets.
// Write your JavaScript code.

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The MIT License (MIT)
Copyright (c) 2011-2021 Twitter, Inc.
Copyright (c) 2011-2021 The Bootstrap Authors
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.

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/*!
* Bootstrap Reboot v5.1.0 (https://getbootstrap.com/)
* Copyright 2011-2021 The Bootstrap Authors
* Copyright 2011-2021 Twitter, Inc.
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
* Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md)
*/
*,
*::before,
*::after {
box-sizing: border-box;
}
@media (prefers-reduced-motion: no-preference) {
:root {
scroll-behavior: smooth;
}
}
body {
margin: 0;
font-family: var(--bs-body-font-family);
font-size: var(--bs-body-font-size);
font-weight: var(--bs-body-font-weight);
line-height: var(--bs-body-line-height);
color: var(--bs-body-color);
text-align: var(--bs-body-text-align);
background-color: var(--bs-body-bg);
-webkit-text-size-adjust: 100%;
-webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
hr {
margin: 1rem 0;
color: inherit;
background-color: currentColor;
border: 0;
opacity: 0.25;
}
hr:not([size]) {
height: 1px;
}
h6, h5, h4, h3, h2, h1 {
margin-top: 0;
margin-bottom: 0.5rem;
font-weight: 500;
line-height: 1.2;
}
h1 {
font-size: calc(1.375rem + 1.5vw);
}
@media (min-width: 1200px) {
h1 {
font-size: 2.5rem;
}
}
h2 {
font-size: calc(1.325rem + 0.9vw);
}
@media (min-width: 1200px) {
h2 {
font-size: 2rem;
}
}
h3 {
font-size: calc(1.3rem + 0.6vw);
}
@media (min-width: 1200px) {
h3 {
font-size: 1.75rem;
}
}
h4 {
font-size: calc(1.275rem + 0.3vw);
}
@media (min-width: 1200px) {
h4 {
font-size: 1.5rem;
}
}
h5 {
font-size: 1.25rem;
}
h6 {
font-size: 1rem;
}
p {
margin-top: 0;
margin-bottom: 1rem;
}
abbr[title],
abbr[data-bs-original-title] {
-webkit-text-decoration: underline dotted;
text-decoration: underline dotted;
cursor: help;
-webkit-text-decoration-skip-ink: none;
text-decoration-skip-ink: none;
}
address {
margin-bottom: 1rem;
font-style: normal;
line-height: inherit;
}
ol,
ul {
padding-left: 2rem;
}
ol,
ul,
dl {
margin-top: 0;
margin-bottom: 1rem;
}
ol ol,
ul ul,
ol ul,
ul ol {
margin-bottom: 0;
}
dt {
font-weight: 700;
}
dd {
margin-bottom: 0.5rem;
margin-left: 0;
}
blockquote {
margin: 0 0 1rem;
}
b,
strong {
font-weight: bolder;
}
small {
font-size: 0.875em;
}
mark {
padding: 0.2em;
background-color: #fcf8e3;
}
sub,
sup {
position: relative;
font-size: 0.75em;
line-height: 0;
vertical-align: baseline;
}
sub {
bottom: -0.25em;
}
sup {
top: -0.5em;
}
a {
color: #0d6efd;
text-decoration: underline;
}
a:hover {
color: #0a58ca;
}
a:not([href]):not([class]), a:not([href]):not([class]):hover {
color: inherit;
text-decoration: none;
}
pre,
code,
kbd,
samp {
font-family: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
font-size: 1em;
direction: ltr /* rtl:ignore */;
unicode-bidi: bidi-override;
}
pre {
display: block;
margin-top: 0;
margin-bottom: 1rem;
overflow: auto;
font-size: 0.875em;
}
pre code {
font-size: inherit;
color: inherit;
word-break: normal;
}
code {
font-size: 0.875em;
color: #d63384;
word-wrap: break-word;
}
a > code {
color: inherit;
}
kbd {
padding: 0.2rem 0.4rem;
font-size: 0.875em;
color: #fff;
background-color: #212529;
border-radius: 0.2rem;
}
kbd kbd {
padding: 0;
font-size: 1em;
font-weight: 700;
}
figure {
margin: 0 0 1rem;
}
img,
svg {
vertical-align: middle;
}
table {
caption-side: bottom;
border-collapse: collapse;
}
caption {
padding-top: 0.5rem;
padding-bottom: 0.5rem;
color: #6c757d;
text-align: left;
}
th {
text-align: inherit;
text-align: -webkit-match-parent;
}
thead,
tbody,
tfoot,
tr,
td,
th {
border-color: inherit;
border-style: solid;
border-width: 0;
}
label {
display: inline-block;
}
button {
border-radius: 0;
}
button:focus:not(:focus-visible) {
outline: 0;
}
input,
button,
select,
optgroup,
textarea {
margin: 0;
font-family: inherit;
font-size: inherit;
line-height: inherit;
}
button,
select {
text-transform: none;
}
[role=button] {
cursor: pointer;
}
select {
word-wrap: normal;
}
select:disabled {
opacity: 1;
}
[list]::-webkit-calendar-picker-indicator {
display: none;
}
button,
[type=button],
[type=reset],
[type=submit] {
-webkit-appearance: button;
}
button:not(:disabled),
[type=button]:not(:disabled),
[type=reset]:not(:disabled),
[type=submit]:not(:disabled) {
cursor: pointer;
}
::-moz-focus-inner {
padding: 0;
border-style: none;
}
textarea {
resize: vertical;
}
fieldset {
min-width: 0;
padding: 0;
margin: 0;
border: 0;
}
legend {
float: left;
width: 100%;
padding: 0;
margin-bottom: 0.5rem;
font-size: calc(1.275rem + 0.3vw);
line-height: inherit;
}
@media (min-width: 1200px) {
legend {
font-size: 1.5rem;
}
}
legend + * {
clear: left;
}
::-webkit-datetime-edit-fields-wrapper,
::-webkit-datetime-edit-text,
::-webkit-datetime-edit-minute,
::-webkit-datetime-edit-hour-field,
::-webkit-datetime-edit-day-field,
::-webkit-datetime-edit-month-field,
::-webkit-datetime-edit-year-field {
padding: 0;
}
::-webkit-inner-spin-button {
height: auto;
}
[type=search] {
outline-offset: -2px;
-webkit-appearance: textfield;
}
/* rtl:raw:
[type="tel"],
[type="url"],
[type="email"],
[type="number"] {
direction: ltr;
}
*/
::-webkit-search-decoration {
-webkit-appearance: none;
}
::-webkit-color-swatch-wrapper {
padding: 0;
}
::file-selector-button {
font: inherit;
}
::-webkit-file-upload-button {
font: inherit;
-webkit-appearance: button;
}
output {
display: inline-block;
}
iframe {
border: 0;
}
summary {
display: list-item;
cursor: pointer;
}
progress {
vertical-align: baseline;
}
[hidden] {
display: none !important;
}
/*# sourceMappingURL=bootstrap-reboot.css.map */

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/*!
* Bootstrap Reboot v5.1.0 (https://getbootstrap.com/)
* Copyright 2011-2021 The Bootstrap Authors
* Copyright 2011-2021 Twitter, Inc.
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
* Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md)
*/*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:var(--bs-body-font-family);font-size:var(--bs-body-font-size);font-weight:var(--bs-body-font-weight);line-height:var(--bs-body-line-height);color:var(--bs-body-color);text-align:var(--bs-body-text-align);background-color:var(--bs-body-bg);-webkit-text-size-adjust:100%;-webkit-tap-highlight-color:transparent}hr{margin:1rem 0;color:inherit;background-color:currentColor;border:0;opacity:.25}hr:not([size]){height:1px}h1,h2,h3,h4,h5,h6{margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}h1{font-size:calc(1.375rem + 1.5vw)}@media (min-width:1200px){h1{font-size:2.5rem}}h2{font-size:calc(1.325rem + .9vw)}@media (min-width:1200px){h2{font-size:2rem}}h3{font-size:calc(1.3rem + .6vw)}@media (min-width:1200px){h3{font-size:1.75rem}}h4{font-size:calc(1.275rem + .3vw)}@media (min-width:1200px){h4{font-size:1.5rem}}h5{font-size:1.25rem}h6{font-size:1rem}p{margin-top:0;margin-bottom:1rem}abbr[data-bs-original-title],abbr[title]{-webkit-text-decoration:underline dotted;text-decoration:underline dotted;cursor:help;-webkit-text-decoration-skip-ink:none;text-decoration-skip-ink:none}address{margin-bottom:1rem;font-style:normal;line-height:inherit}ol,ul{padding-left:2rem}dl,ol,ul{margin-top:0;margin-bottom:1rem}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}dt{font-weight:700}dd{margin-bottom:.5rem;margin-left:0}blockquote{margin:0 0 1rem}b,strong{font-weight:bolder}small{font-size:.875em}mark{padding:.2em;background-color:#fcf8e3}sub,sup{position:relative;font-size:.75em;line-height:0;vertical-align:baseline}sub{bottom:-.25em}sup{top:-.5em}a{color:#0d6efd;text-decoration:underline}a:hover{color:#0a58ca}a:not([href]):not([class]),a:not([href]):not([class]):hover{color:inherit;text-decoration:none}code,kbd,pre,samp{font-family:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;font-size:1em;direction:ltr;unicode-bidi:bidi-override}pre{display:block;margin-top:0;margin-bottom:1rem;overflow:auto;font-size:.875em}pre code{font-size:inherit;color:inherit;word-break:normal}code{font-size:.875em;color:#d63384;word-wrap:break-word}a>code{color:inherit}kbd{padding:.2rem .4rem;font-size:.875em;color:#fff;background-color:#212529;border-radius:.2rem}kbd kbd{padding:0;font-size:1em;font-weight:700}figure{margin:0 0 1rem}img,svg{vertical-align:middle}table{caption-side:bottom;border-collapse:collapse}caption{padding-top:.5rem;padding-bottom:.5rem;color:#6c757d;text-align:left}th{text-align:inherit;text-align:-webkit-match-parent}tbody,td,tfoot,th,thead,tr{border-color:inherit;border-style:solid;border-width:0}label{display:inline-block}button{border-radius:0}button:focus:not(:focus-visible){outline:0}button,input,optgroup,select,textarea{margin:0;font-family:inherit;font-size:inherit;line-height:inherit}button,select{text-transform:none}[role=button]{cursor:pointer}select{word-wrap:normal}select:disabled{opacity:1}[list]::-webkit-calendar-picker-indicator{display:none}[type=button],[type=reset],[type=submit],button{-webkit-appearance:button}[type=button]:not(:disabled),[type=reset]:not(:disabled),[type=submit]:not(:disabled),button:not(:disabled){cursor:pointer}::-moz-focus-inner{padding:0;border-style:none}textarea{resize:vertical}fieldset{min-width:0;padding:0;margin:0;border:0}legend{float:left;width:100%;padding:0;margin-bottom:.5rem;font-size:calc(1.275rem + .3vw);line-height:inherit}@media (min-width:1200px){legend{font-size:1.5rem}}legend+*{clear:left}::-webkit-datetime-edit-day-field,::-webkit-datetime-edit-fields-wrapper,::-webkit-datetime-edit-hour-field,::-webkit-datetime-edit-minute,::-webkit-datetime-edit-month-field,::-webkit-datetime-edit-text,::-webkit-datetime-edit-year-field{padding:0}::-webkit-inner-spin-button{height:auto}[type=search]{outline-offset:-2px;-webkit-appearance:textfield}::-webkit-search-decoration{-webkit-appearance:none}::-webkit-color-swatch-wrapper{padding:0}::file-selector-button{font:inherit}::-webkit-file-upload-button{font:inherit;-webkit-appearance:button}output{display:inline-block}iframe{border:0}summary{display:list-item;cursor:pointer}progress{vertical-align:baseline}[hidden]{display:none!important}
/*# sourceMappingURL=bootstrap-reboot.min.css.map */

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/*!
* Bootstrap Reboot v5.1.0 (https://getbootstrap.com/)
* Copyright 2011-2021 The Bootstrap Authors
* Copyright 2011-2021 Twitter, Inc.
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
* Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md)
*/
*,
*::before,
*::after {
box-sizing: border-box;
}
@media (prefers-reduced-motion: no-preference) {
:root {
scroll-behavior: smooth;
}
}
body {
margin: 0;
font-family: var(--bs-body-font-family);
font-size: var(--bs-body-font-size);
font-weight: var(--bs-body-font-weight);
line-height: var(--bs-body-line-height);
color: var(--bs-body-color);
text-align: var(--bs-body-text-align);
background-color: var(--bs-body-bg);
-webkit-text-size-adjust: 100%;
-webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
hr {
margin: 1rem 0;
color: inherit;
background-color: currentColor;
border: 0;
opacity: 0.25;
}
hr:not([size]) {
height: 1px;
}
h6, h5, h4, h3, h2, h1 {
margin-top: 0;
margin-bottom: 0.5rem;
font-weight: 500;
line-height: 1.2;
}
h1 {
font-size: calc(1.375rem + 1.5vw);
}
@media (min-width: 1200px) {
h1 {
font-size: 2.5rem;
}
}
h2 {
font-size: calc(1.325rem + 0.9vw);
}
@media (min-width: 1200px) {
h2 {
font-size: 2rem;
}
}
h3 {
font-size: calc(1.3rem + 0.6vw);
}
@media (min-width: 1200px) {
h3 {
font-size: 1.75rem;
}
}
h4 {
font-size: calc(1.275rem + 0.3vw);
}
@media (min-width: 1200px) {
h4 {
font-size: 1.5rem;
}
}
h5 {
font-size: 1.25rem;
}
h6 {
font-size: 1rem;
}
p {
margin-top: 0;
margin-bottom: 1rem;
}
abbr[title],
abbr[data-bs-original-title] {
-webkit-text-decoration: underline dotted;
text-decoration: underline dotted;
cursor: help;
-webkit-text-decoration-skip-ink: none;
text-decoration-skip-ink: none;
}
address {
margin-bottom: 1rem;
font-style: normal;
line-height: inherit;
}
ol,
ul {
padding-right: 2rem;
}
ol,
ul,
dl {
margin-top: 0;
margin-bottom: 1rem;
}
ol ol,
ul ul,
ol ul,
ul ol {
margin-bottom: 0;
}
dt {
font-weight: 700;
}
dd {
margin-bottom: 0.5rem;
margin-right: 0;
}
blockquote {
margin: 0 0 1rem;
}
b,
strong {
font-weight: bolder;
}
small {
font-size: 0.875em;
}
mark {
padding: 0.2em;
background-color: #fcf8e3;
}
sub,
sup {
position: relative;
font-size: 0.75em;
line-height: 0;
vertical-align: baseline;
}
sub {
bottom: -0.25em;
}
sup {
top: -0.5em;
}
a {
color: #0d6efd;
text-decoration: underline;
}
a:hover {
color: #0a58ca;
}
a:not([href]):not([class]), a:not([href]):not([class]):hover {
color: inherit;
text-decoration: none;
}
pre,
code,
kbd,
samp {
font-family: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
font-size: 1em;
direction: ltr ;
unicode-bidi: bidi-override;
}
pre {
display: block;
margin-top: 0;
margin-bottom: 1rem;
overflow: auto;
font-size: 0.875em;
}
pre code {
font-size: inherit;
color: inherit;
word-break: normal;
}
code {
font-size: 0.875em;
color: #d63384;
word-wrap: break-word;
}
a > code {
color: inherit;
}
kbd {
padding: 0.2rem 0.4rem;
font-size: 0.875em;
color: #fff;
background-color: #212529;
border-radius: 0.2rem;
}
kbd kbd {
padding: 0;
font-size: 1em;
font-weight: 700;
}
figure {
margin: 0 0 1rem;
}
img,
svg {
vertical-align: middle;
}
table {
caption-side: bottom;
border-collapse: collapse;
}
caption {
padding-top: 0.5rem;
padding-bottom: 0.5rem;
color: #6c757d;
text-align: right;
}
th {
text-align: inherit;
text-align: -webkit-match-parent;
}
thead,
tbody,
tfoot,
tr,
td,
th {
border-color: inherit;
border-style: solid;
border-width: 0;
}
label {
display: inline-block;
}
button {
border-radius: 0;
}
button:focus:not(:focus-visible) {
outline: 0;
}
input,
button,
select,
optgroup,
textarea {
margin: 0;
font-family: inherit;
font-size: inherit;
line-height: inherit;
}
button,
select {
text-transform: none;
}
[role=button] {
cursor: pointer;
}
select {
word-wrap: normal;
}
select:disabled {
opacity: 1;
}
[list]::-webkit-calendar-picker-indicator {
display: none;
}
button,
[type=button],
[type=reset],
[type=submit] {
-webkit-appearance: button;
}
button:not(:disabled),
[type=button]:not(:disabled),
[type=reset]:not(:disabled),
[type=submit]:not(:disabled) {
cursor: pointer;
}
::-moz-focus-inner {
padding: 0;
border-style: none;
}
textarea {
resize: vertical;
}
fieldset {
min-width: 0;
padding: 0;
margin: 0;
border: 0;
}
legend {
float: right;
width: 100%;
padding: 0;
margin-bottom: 0.5rem;
font-size: calc(1.275rem + 0.3vw);
line-height: inherit;
}
@media (min-width: 1200px) {
legend {
font-size: 1.5rem;
}
}
legend + * {
clear: right;
}
::-webkit-datetime-edit-fields-wrapper,
::-webkit-datetime-edit-text,
::-webkit-datetime-edit-minute,
::-webkit-datetime-edit-hour-field,
::-webkit-datetime-edit-day-field,
::-webkit-datetime-edit-month-field,
::-webkit-datetime-edit-year-field {
padding: 0;
}
::-webkit-inner-spin-button {
height: auto;
}
[type=search] {
outline-offset: -2px;
-webkit-appearance: textfield;
}
[type="tel"],
[type="url"],
[type="email"],
[type="number"] {
direction: ltr;
}
::-webkit-search-decoration {
-webkit-appearance: none;
}
::-webkit-color-swatch-wrapper {
padding: 0;
}
::file-selector-button {
font: inherit;
}
::-webkit-file-upload-button {
font: inherit;
-webkit-appearance: button;
}
output {
display: inline-block;
}
iframe {
border: 0;
}
summary {
display: list-item;
cursor: pointer;
}
progress {
vertical-align: baseline;
}
[hidden] {
display: none !important;
}
/*# sourceMappingURL=bootstrap-reboot.rtl.css.map */

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/*!
* Bootstrap Reboot v5.1.0 (https://getbootstrap.com/)
* Copyright 2011-2021 The Bootstrap Authors
* Copyright 2011-2021 Twitter, Inc.
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
* Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md)
*/*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:var(--bs-body-font-family);font-size:var(--bs-body-font-size);font-weight:var(--bs-body-font-weight);line-height:var(--bs-body-line-height);color:var(--bs-body-color);text-align:var(--bs-body-text-align);background-color:var(--bs-body-bg);-webkit-text-size-adjust:100%;-webkit-tap-highlight-color:transparent}hr{margin:1rem 0;color:inherit;background-color:currentColor;border:0;opacity:.25}hr:not([size]){height:1px}h1,h2,h3,h4,h5,h6{margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}h1{font-size:calc(1.375rem + 1.5vw)}@media (min-width:1200px){h1{font-size:2.5rem}}h2{font-size:calc(1.325rem + .9vw)}@media (min-width:1200px){h2{font-size:2rem}}h3{font-size:calc(1.3rem + .6vw)}@media (min-width:1200px){h3{font-size:1.75rem}}h4{font-size:calc(1.275rem + .3vw)}@media (min-width:1200px){h4{font-size:1.5rem}}h5{font-size:1.25rem}h6{font-size:1rem}p{margin-top:0;margin-bottom:1rem}abbr[data-bs-original-title],abbr[title]{-webkit-text-decoration:underline dotted;text-decoration:underline dotted;cursor:help;-webkit-text-decoration-skip-ink:none;text-decoration-skip-ink:none}address{margin-bottom:1rem;font-style:normal;line-height:inherit}ol,ul{padding-right:2rem}dl,ol,ul{margin-top:0;margin-bottom:1rem}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}dt{font-weight:700}dd{margin-bottom:.5rem;margin-right:0}blockquote{margin:0 0 1rem}b,strong{font-weight:bolder}small{font-size:.875em}mark{padding:.2em;background-color:#fcf8e3}sub,sup{position:relative;font-size:.75em;line-height:0;vertical-align:baseline}sub{bottom:-.25em}sup{top:-.5em}a{color:#0d6efd;text-decoration:underline}a:hover{color:#0a58ca}a:not([href]):not([class]),a:not([href]):not([class]):hover{color:inherit;text-decoration:none}code,kbd,pre,samp{font-family:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;font-size:1em;direction:ltr;unicode-bidi:bidi-override}pre{display:block;margin-top:0;margin-bottom:1rem;overflow:auto;font-size:.875em}pre code{font-size:inherit;color:inherit;word-break:normal}code{font-size:.875em;color:#d63384;word-wrap:break-word}a>code{color:inherit}kbd{padding:.2rem .4rem;font-size:.875em;color:#fff;background-color:#212529;border-radius:.2rem}kbd kbd{padding:0;font-size:1em;font-weight:700}figure{margin:0 0 1rem}img,svg{vertical-align:middle}table{caption-side:bottom;border-collapse:collapse}caption{padding-top:.5rem;padding-bottom:.5rem;color:#6c757d;text-align:right}th{text-align:inherit;text-align:-webkit-match-parent}tbody,td,tfoot,th,thead,tr{border-color:inherit;border-style:solid;border-width:0}label{display:inline-block}button{border-radius:0}button:focus:not(:focus-visible){outline:0}button,input,optgroup,select,textarea{margin:0;font-family:inherit;font-size:inherit;line-height:inherit}button,select{text-transform:none}[role=button]{cursor:pointer}select{word-wrap:normal}select:disabled{opacity:1}[list]::-webkit-calendar-picker-indicator{display:none}[type=button],[type=reset],[type=submit],button{-webkit-appearance:button}[type=button]:not(:disabled),[type=reset]:not(:disabled),[type=submit]:not(:disabled),button:not(:disabled){cursor:pointer}::-moz-focus-inner{padding:0;border-style:none}textarea{resize:vertical}fieldset{min-width:0;padding:0;margin:0;border:0}legend{float:right;width:100%;padding:0;margin-bottom:.5rem;font-size:calc(1.275rem + .3vw);line-height:inherit}@media (min-width:1200px){legend{font-size:1.5rem}}legend+*{clear:right}::-webkit-datetime-edit-day-field,::-webkit-datetime-edit-fields-wrapper,::-webkit-datetime-edit-hour-field,::-webkit-datetime-edit-minute,::-webkit-datetime-edit-month-field,::-webkit-datetime-edit-text,::-webkit-datetime-edit-year-field{padding:0}::-webkit-inner-spin-button{height:auto}[type=search]{outline-offset:-2px;-webkit-appearance:textfield}[type=email],[type=number],[type=tel],[type=url]{direction:ltr}::-webkit-search-decoration{-webkit-appearance:none}::-webkit-color-swatch-wrapper{padding:0}::file-selector-button{font:inherit}::-webkit-file-upload-button{font:inherit;-webkit-appearance:button}output{display:inline-block}iframe{border:0}summary{display:list-item;cursor:pointer}progress{vertical-align:baseline}[hidden]{display:none!important}
/*# sourceMappingURL=bootstrap-reboot.rtl.min.css.map */

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The MIT License (MIT)
Copyright (c) .NET Foundation and Contributors
All rights reserved.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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/**
* @license
* Unobtrusive validation support library for jQuery and jQuery Validate
* Copyright (c) .NET Foundation. All rights reserved.
* Licensed under the Apache License, Version 2.0. See License.txt in the project root for license information.
* @version v4.0.0
*/
/*jslint white: true, browser: true, onevar: true, undef: true, nomen: true, eqeqeq: true, plusplus: true, bitwise: true, regexp: true, newcap: true, immed: true, strict: false */
/*global document: false, jQuery: false */
(function (factory) {
if (typeof define === 'function' && define.amd) {
// AMD. Register as an anonymous module.
define("jquery.validate.unobtrusive", ['jquery-validation'], factory);
} else if (typeof module === 'object' && module.exports) {
// CommonJS-like environments that support module.exports
module.exports = factory(require('jquery-validation'));
} else {
// Browser global
jQuery.validator.unobtrusive = factory(jQuery);
}
}(function ($) {
var $jQval = $.validator,
adapters,
data_validation = "unobtrusiveValidation";
function setValidationValues(options, ruleName, value) {
options.rules[ruleName] = value;
if (options.message) {
options.messages[ruleName] = options.message;
}
}
function splitAndTrim(value) {
return value.replace(/^\s+|\s+$/g, "").split(/\s*,\s*/g);
}
function escapeAttributeValue(value) {
// As mentioned on http://api.jquery.com/category/selectors/
return value.replace(/([!"#$%&'()*+,./:;<=>?@\[\\\]^`{|}~])/g, "\\$1");
}
function getModelPrefix(fieldName) {
return fieldName.substr(0, fieldName.lastIndexOf(".") + 1);
}
function appendModelPrefix(value, prefix) {
if (value.indexOf("*.") === 0) {
value = value.replace("*.", prefix);
}
return value;
}
function onError(error, inputElement) { // 'this' is the form element
var container = $(this).find("[data-valmsg-for='" + escapeAttributeValue(inputElement[0].name) + "']"),
replaceAttrValue = container.attr("data-valmsg-replace"),
replace = replaceAttrValue ? $.parseJSON(replaceAttrValue) !== false : null;
container.removeClass("field-validation-valid").addClass("field-validation-error");
error.data("unobtrusiveContainer", container);
if (replace) {
container.empty();
error.removeClass("input-validation-error").appendTo(container);
}
else {
error.hide();
}
}
function onErrors(event, validator) { // 'this' is the form element
var container = $(this).find("[data-valmsg-summary=true]"),
list = container.find("ul");
if (list && list.length && validator.errorList.length) {
list.empty();
container.addClass("validation-summary-errors").removeClass("validation-summary-valid");
$.each(validator.errorList, function () {
$("<li />").html(this.message).appendTo(list);
});
}
}
function onSuccess(error) { // 'this' is the form element
var container = error.data("unobtrusiveContainer");
if (container) {
var replaceAttrValue = container.attr("data-valmsg-replace"),
replace = replaceAttrValue ? $.parseJSON(replaceAttrValue) : null;
container.addClass("field-validation-valid").removeClass("field-validation-error");
error.removeData("unobtrusiveContainer");
if (replace) {
container.empty();
}
}
}
function onReset(event) { // 'this' is the form element
var $form = $(this),
key = '__jquery_unobtrusive_validation_form_reset';
if ($form.data(key)) {
return;
}
// Set a flag that indicates we're currently resetting the form.
$form.data(key, true);
try {
$form.data("validator").resetForm();
} finally {
$form.removeData(key);
}
$form.find(".validation-summary-errors")
.addClass("validation-summary-valid")
.removeClass("validation-summary-errors");
$form.find(".field-validation-error")
.addClass("field-validation-valid")
.removeClass("field-validation-error")
.removeData("unobtrusiveContainer")
.find(">*") // If we were using valmsg-replace, get the underlying error
.removeData("unobtrusiveContainer");
}
function validationInfo(form) {
var $form = $(form),
result = $form.data(data_validation),
onResetProxy = $.proxy(onReset, form),
defaultOptions = $jQval.unobtrusive.options || {},
execInContext = function (name, args) {
var func = defaultOptions[name];
func && $.isFunction(func) && func.apply(form, args);
};
if (!result) {
result = {
options: { // options structure passed to jQuery Validate's validate() method
errorClass: defaultOptions.errorClass || "input-validation-error",
errorElement: defaultOptions.errorElement || "span",
errorPlacement: function () {
onError.apply(form, arguments);
execInContext("errorPlacement", arguments);
},
invalidHandler: function () {
onErrors.apply(form, arguments);
execInContext("invalidHandler", arguments);
},
messages: {},
rules: {},
success: function () {
onSuccess.apply(form, arguments);
execInContext("success", arguments);
}
},
attachValidation: function () {
$form
.off("reset." + data_validation, onResetProxy)
.on("reset." + data_validation, onResetProxy)
.validate(this.options);
},
validate: function () { // a validation function that is called by unobtrusive Ajax
$form.validate();
return $form.valid();
}
};
$form.data(data_validation, result);
}
return result;
}
$jQval.unobtrusive = {
adapters: [],
parseElement: function (element, skipAttach) {
/// <summary>
/// Parses a single HTML element for unobtrusive validation attributes.
/// </summary>
/// <param name="element" domElement="true">The HTML element to be parsed.</param>
/// <param name="skipAttach" type="Boolean">[Optional] true to skip attaching the
/// validation to the form. If parsing just this single element, you should specify true.
/// If parsing several elements, you should specify false, and manually attach the validation
/// to the form when you are finished. The default is false.</param>
var $element = $(element),
form = $element.parents("form")[0],
valInfo, rules, messages;
if (!form) { // Cannot do client-side validation without a form
return;
}
valInfo = validationInfo(form);
valInfo.options.rules[element.name] = rules = {};
valInfo.options.messages[element.name] = messages = {};
$.each(this.adapters, function () {
var prefix = "data-val-" + this.name,
message = $element.attr(prefix),
paramValues = {};
if (message !== undefined) { // Compare against undefined, because an empty message is legal (and falsy)
prefix += "-";
$.each(this.params, function () {
paramValues[this] = $element.attr(prefix + this);
});
this.adapt({
element: element,
form: form,
message: message,
params: paramValues,
rules: rules,
messages: messages
});
}
});
$.extend(rules, { "__dummy__": true });
if (!skipAttach) {
valInfo.attachValidation();
}
},
parse: function (selector) {
/// <summary>
/// Parses all the HTML elements in the specified selector. It looks for input elements decorated
/// with the [data-val=true] attribute value and enables validation according to the data-val-*
/// attribute values.
/// </summary>
/// <param name="selector" type="String">Any valid jQuery selector.</param>
// $forms includes all forms in selector's DOM hierarchy (parent, children and self) that have at least one
// element with data-val=true
var $selector = $(selector),
$forms = $selector.parents()
.addBack()
.filter("form")
.add($selector.find("form"))
.has("[data-val=true]");
$selector.find("[data-val=true]").each(function () {
$jQval.unobtrusive.parseElement(this, true);
});
$forms.each(function () {
var info = validationInfo(this);
if (info) {
info.attachValidation();
}
});
}
};
adapters = $jQval.unobtrusive.adapters;
adapters.add = function (adapterName, params, fn) {
/// <summary>Adds a new adapter to convert unobtrusive HTML into a jQuery Validate validation.</summary>
/// <param name="adapterName" type="String">The name of the adapter to be added. This matches the name used
/// in the data-val-nnnn HTML attribute (where nnnn is the adapter name).</param>
/// <param name="params" type="Array" optional="true">[Optional] An array of parameter names (strings) that will
/// be extracted from the data-val-nnnn-mmmm HTML attributes (where nnnn is the adapter name, and
/// mmmm is the parameter name).</param>
/// <param name="fn" type="Function">The function to call, which adapts the values from the HTML
/// attributes into jQuery Validate rules and/or messages.</param>
/// <returns type="jQuery.validator.unobtrusive.adapters" />
if (!fn) { // Called with no params, just a function
fn = params;
params = [];
}
this.push({ name: adapterName, params: params, adapt: fn });
return this;
};
adapters.addBool = function (adapterName, ruleName) {
/// <summary>Adds a new adapter to convert unobtrusive HTML into a jQuery Validate validation, where
/// the jQuery Validate validation rule has no parameter values.</summary>
/// <param name="adapterName" type="String">The name of the adapter to be added. This matches the name used
/// in the data-val-nnnn HTML attribute (where nnnn is the adapter name).</param>
/// <param name="ruleName" type="String" optional="true">[Optional] The name of the jQuery Validate rule. If not provided, the value
/// of adapterName will be used instead.</param>
/// <returns type="jQuery.validator.unobtrusive.adapters" />
return this.add(adapterName, function (options) {
setValidationValues(options, ruleName || adapterName, true);
});
};
adapters.addMinMax = function (adapterName, minRuleName, maxRuleName, minMaxRuleName, minAttribute, maxAttribute) {
/// <summary>Adds a new adapter to convert unobtrusive HTML into a jQuery Validate validation, where
/// the jQuery Validate validation has three potential rules (one for min-only, one for max-only, and
/// one for min-and-max). The HTML parameters are expected to be named -min and -max.</summary>
/// <param name="adapterName" type="String">The name of the adapter to be added. This matches the name used
/// in the data-val-nnnn HTML attribute (where nnnn is the adapter name).</param>
/// <param name="minRuleName" type="String">The name of the jQuery Validate rule to be used when you only
/// have a minimum value.</param>
/// <param name="maxRuleName" type="String">The name of the jQuery Validate rule to be used when you only
/// have a maximum value.</param>
/// <param name="minMaxRuleName" type="String">The name of the jQuery Validate rule to be used when you
/// have both a minimum and maximum value.</param>
/// <param name="minAttribute" type="String" optional="true">[Optional] The name of the HTML attribute that
/// contains the minimum value. The default is "min".</param>
/// <param name="maxAttribute" type="String" optional="true">[Optional] The name of the HTML attribute that
/// contains the maximum value. The default is "max".</param>
/// <returns type="jQuery.validator.unobtrusive.adapters" />
return this.add(adapterName, [minAttribute || "min", maxAttribute || "max"], function (options) {
var min = options.params.min,
max = options.params.max;
if (min && max) {
setValidationValues(options, minMaxRuleName, [min, max]);
}
else if (min) {
setValidationValues(options, minRuleName, min);
}
else if (max) {
setValidationValues(options, maxRuleName, max);
}
});
};
adapters.addSingleVal = function (adapterName, attribute, ruleName) {
/// <summary>Adds a new adapter to convert unobtrusive HTML into a jQuery Validate validation, where
/// the jQuery Validate validation rule has a single value.</summary>
/// <param name="adapterName" type="String">The name of the adapter to be added. This matches the name used
/// in the data-val-nnnn HTML attribute(where nnnn is the adapter name).</param>
/// <param name="attribute" type="String">[Optional] The name of the HTML attribute that contains the value.
/// The default is "val".</param>
/// <param name="ruleName" type="String" optional="true">[Optional] The name of the jQuery Validate rule. If not provided, the value
/// of adapterName will be used instead.</param>
/// <returns type="jQuery.validator.unobtrusive.adapters" />
return this.add(adapterName, [attribute || "val"], function (options) {
setValidationValues(options, ruleName || adapterName, options.params[attribute]);
});
};
$jQval.addMethod("__dummy__", function (value, element, params) {
return true;
});
$jQval.addMethod("regex", function (value, element, params) {
var match;
if (this.optional(element)) {
return true;
}
match = new RegExp(params).exec(value);
return (match && (match.index === 0) && (match[0].length === value.length));
});
$jQval.addMethod("nonalphamin", function (value, element, nonalphamin) {
var match;
if (nonalphamin) {
match = value.match(/\W/g);
match = match && match.length >= nonalphamin;
}
return match;
});
if ($jQval.methods.extension) {
adapters.addSingleVal("accept", "mimtype");
adapters.addSingleVal("extension", "extension");
} else {
// for backward compatibility, when the 'extension' validation method does not exist, such as with versions
// of JQuery Validation plugin prior to 1.10, we should use the 'accept' method for
// validating the extension, and ignore mime-type validations as they are not supported.
adapters.addSingleVal("extension", "extension", "accept");
}
adapters.addSingleVal("regex", "pattern");
adapters.addBool("creditcard").addBool("date").addBool("digits").addBool("email").addBool("number").addBool("url");
adapters.addMinMax("length", "minlength", "maxlength", "rangelength").addMinMax("range", "min", "max", "range");
adapters.addMinMax("minlength", "minlength").addMinMax("maxlength", "minlength", "maxlength");
adapters.add("equalto", ["other"], function (options) {
var prefix = getModelPrefix(options.element.name),
other = options.params.other,
fullOtherName = appendModelPrefix(other, prefix),
element = $(options.form).find(":input").filter("[name='" + escapeAttributeValue(fullOtherName) + "']")[0];
setValidationValues(options, "equalTo", element);
});
adapters.add("required", function (options) {
// jQuery Validate equates "required" with "mandatory" for checkbox elements
if (options.element.tagName.toUpperCase() !== "INPUT" || options.element.type.toUpperCase() !== "CHECKBOX") {
setValidationValues(options, "required", true);
}
});
adapters.add("remote", ["url", "type", "additionalfields"], function (options) {
var value = {
url: options.params.url,
type: options.params.type || "GET",
data: {}
},
prefix = getModelPrefix(options.element.name);
$.each(splitAndTrim(options.params.additionalfields || options.element.name), function (i, fieldName) {
var paramName = appendModelPrefix(fieldName, prefix);
value.data[paramName] = function () {
var field = $(options.form).find(":input").filter("[name='" + escapeAttributeValue(paramName) + "']");
// For checkboxes and radio buttons, only pick up values from checked fields.
if (field.is(":checkbox")) {
return field.filter(":checked").val() || field.filter(":hidden").val() || '';
}
else if (field.is(":radio")) {
return field.filter(":checked").val() || '';
}
return field.val();
};
});
setValidationValues(options, "remote", value);
});
adapters.add("password", ["min", "nonalphamin", "regex"], function (options) {
if (options.params.min) {
setValidationValues(options, "minlength", options.params.min);
}
if (options.params.nonalphamin) {
setValidationValues(options, "nonalphamin", options.params.nonalphamin);
}
if (options.params.regex) {
setValidationValues(options, "regex", options.params.regex);
}
});
adapters.add("fileextensions", ["extensions"], function (options) {
setValidationValues(options, "extension", options.params.extensions);
});
$(function () {
$jQval.unobtrusive.parse(document);
});
return $jQval.unobtrusive;
}));

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The MIT License (MIT)
=====================
Copyright Jörn Zaefferer
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.

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// Unobtrusive Ajax support library for jQuery
// Copyright (c) .NET Foundation. All rights reserved.
// Licensed under the Apache License, Version 2.0. See License.txt in the project root for license information.
// @version v3.2.6
//
// Microsoft grants you the right to use these script files for the sole
// purpose of either: (i) interacting through your browser with the Microsoft
// website or online service, subject to the applicable licensing or use
// terms; or (ii) using the files as included with a Microsoft product subject
// to that product's license terms. Microsoft reserves all other rights to the
// files not expressly granted by Microsoft, whether by implication, estoppel
// or otherwise. Insofar as a script file is dual licensed under GPL,
// Microsoft neither took the code under GPL nor distributes it thereunder but
// under the terms set out in this paragraph. All notices and licenses
// below are for informational purposes only.
!function (t) { function a(t, a) { for (var e = window, r = (t || "").split("."); e && r.length;)e = e[r.shift()]; return "function" == typeof e ? e : (a.push(t), Function.constructor.apply(null, a)) } function e(t) { return "GET" === t || "POST" === t } function r(t, a) { e(a) || t.setRequestHeader("X-HTTP-Method-Override", a) } function n(a, e, r) { var n; r.indexOf("application/x-javascript") === -1 && (n = (a.getAttribute("data-ajax-mode") || "").toUpperCase(), t(a.getAttribute("data-ajax-update")).each(function (a, r) { switch (n) { case "BEFORE": t(r).prepend(e); break; case "AFTER": t(r).append(e); break; case "REPLACE-WITH": t(r).replaceWith(e); break; default: t(r).html(e) } })) } function i(i, u) { var o, c, d, s; if (o = i.getAttribute("data-ajax-confirm"), !o || window.confirm(o)) { c = t(i.getAttribute("data-ajax-loading")), s = parseInt(i.getAttribute("data-ajax-loading-duration"), 10) || 0, t.extend(u, { type: i.getAttribute("data-ajax-method") || void 0, url: i.getAttribute("data-ajax-url") || void 0, cache: "true" === (i.getAttribute("data-ajax-cache") || "").toLowerCase(), beforeSend: function (t) { var e; return r(t, d), e = a(i.getAttribute("data-ajax-begin"), ["xhr"]).apply(i, arguments), e !== !1 && c.show(s), e }, complete: function () { c.hide(s), a(i.getAttribute("data-ajax-complete"), ["xhr", "status"]).apply(i, arguments) }, success: function (t, e, r) { n(i, t, r.getResponseHeader("Content-Type") || "text/html"), a(i.getAttribute("data-ajax-success"), ["data", "status", "xhr"]).apply(i, arguments) }, error: function () { a(i.getAttribute("data-ajax-failure"), ["xhr", "status", "error"]).apply(i, arguments) } }), u.data.push({ name: "X-Requested-With", value: "XMLHttpRequest" }), d = u.type.toUpperCase(), e(d) || (u.type = "POST", u.data.push({ name: "X-HTTP-Method-Override", value: d })); var p = t(i); if (p.is("form") && "multipart/form-data" == p.attr("enctype")) { var f = new FormData; t.each(u.data, function (t, a) { f.append(a.name, a.value) }), t("input[type=file]", p).each(function () { var a = this; t.each(a.files, function (t, e) { f.append(a.name, e) }) }), t.extend(u, { processData: !1, contentType: !1, data: f }) } t.ajax(u) } } function u(a) { var e = t(a).data(d); return !e || !e.validate || e.validate() } var o = "unobtrusiveAjaxClick", c = "unobtrusiveAjaxClickTarget", d = "unobtrusiveValidation"; t(document).on("click", "a[data-ajax=true]", function (t) { t.preventDefault(), i(this, { url: this.href, type: "GET", data: [] }) }), t(document).on("click", "form[data-ajax=true] input[type=image]", function (a) { var e = a.target.name, r = t(a.target), n = t(r.parents("form")[0]), i = r.offset(); n.data(o, [{ name: e + ".x", value: Math.round(a.pageX - i.left) }, { name: e + ".y", value: Math.round(a.pageY - i.top) }]), setTimeout(function () { n.removeData(o) }, 0) }), t(document).on("click", "form[data-ajax=true] :submit", function (a) { var e = a.currentTarget.name, r = t(a.target), n = t(r.parents("form")[0]); n.data(o, e ? [{ name: e, value: a.currentTarget.value }] : []), n.data(c, r), setTimeout(function () { n.removeData(o), n.removeData(c) }, 0) }), t(document).on("submit", "form[data-ajax=true]", function (a) { var e = t(this).data(o) || [], r = t(this).data(c), n = r && (r.hasClass("cancel") || void 0 !== r.attr("formnovalidate")); a.preventDefault(), (n || u(this)) && i(this, { url: this.action, type: this.method || "GET", data: e.concat(t(this).serializeArray()) }) }) }(jQuery);

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Copyright OpenJS Foundation and other contributors, https://openjsf.org/
Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including
without limitation the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to
the following conditions:
The above copyright notice and this permission notice shall be
included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

10881
LLama.Web/wwwroot/lib/jquery/dist/jquery.js vendored Normal file

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/*!
* mustache.js - Logic-less {{mustache}} templates with JavaScript
* http://github.com/janl/mustache.js
*/
/*global define: false Mustache: true*/
(function defineMustache(global, factory) {
if (typeof exports === 'object' && exports && typeof exports.nodeName !== 'string') {
factory(exports); // CommonJS
} else if (typeof define === 'function' && define.amd) {
define(['exports'], factory); // AMD
} else {
global.Mustache = {};
factory(global.Mustache); // script, wsh, asp
}
}(this, function mustacheFactory(mustache) {
var objectToString = Object.prototype.toString;
var isArray = Array.isArray || function isArrayPolyfill(object) {
return objectToString.call(object) === '[object Array]';
};
function isFunction(object) {
return typeof object === 'function';
}
/**
* More correct typeof string handling array
* which normally returns typeof 'object'
*/
function typeStr(obj) {
return isArray(obj) ? 'array' : typeof obj;
}
function escapeRegExp(string) {
return string.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g, '\\$&');
}
/**
* Null safe way of checking whether or not an object,
* including its prototype, has a given property
*/
function hasProperty(obj, propName) {
return obj != null && typeof obj === 'object' && (propName in obj);
}
// Workaround for https://issues.apache.org/jira/browse/COUCHDB-577
// See https://github.com/janl/mustache.js/issues/189
var regExpTest = RegExp.prototype.test;
function testRegExp(re, string) {
return regExpTest.call(re, string);
}
var nonSpaceRe = /\S/;
function isWhitespace(string) {
return !testRegExp(nonSpaceRe, string);
}
var entityMap = {
'&': '&amp;',
'<': '&lt;',
'>': '&gt;',
'"': '&quot;',
"'": '&#39;',
'/': '&#x2F;',
'`': '&#x60;',
'=': '&#x3D;'
};
function escapeHtml(string) {
return String(string).replace(/[&<>"'`=\/]/g, function fromEntityMap(s) {
return entityMap[s];
});
}
var whiteRe = /\s*/;
var spaceRe = /\s+/;
var equalsRe = /\s*=/;
var curlyRe = /\s*\}/;
var tagRe = /#|\^|\/|>|\{|&|=|!/;
/**
* Breaks up the given `template` string into a tree of tokens. If the `tags`
* argument is given here it must be an array with two string values: the
* opening and closing tags used in the template (e.g. [ "<%", "%>" ]). Of
* course, the default is to use mustaches (i.e. mustache.tags).
*
* A token is an array with at least 4 elements. The first element is the
* mustache symbol that was used inside the tag, e.g. "#" or "&". If the tag
* did not contain a symbol (i.e. {{myValue}}) this element is "name". For
* all text that appears outside a symbol this element is "text".
*
* The second element of a token is its "value". For mustache tags this is
* whatever else was inside the tag besides the opening symbol. For text tokens
* this is the text itself.
*
* The third and fourth elements of the token are the start and end indices,
* respectively, of the token in the original template.
*
* Tokens that are the root node of a subtree contain two more elements: 1) an
* array of tokens in the subtree and 2) the index in the original template at
* which the closing tag for that section begins.
*/
function parseTemplate(template, tags) {
if (!template)
return [];
var sections = []; // Stack to hold section tokens
var tokens = []; // Buffer to hold the tokens
var spaces = []; // Indices of whitespace tokens on the current line
var hasTag = false; // Is there a {{tag}} on the current line?
var nonSpace = false; // Is there a non-space char on the current line?
// Strips all whitespace tokens array for the current line
// if there was a {{#tag}} on it and otherwise only space.
function stripSpace() {
if (hasTag && !nonSpace) {
while (spaces.length)
delete tokens[spaces.pop()];
} else {
spaces = [];
}
hasTag = false;
nonSpace = false;
}
var openingTagRe, closingTagRe, closingCurlyRe;
function compileTags(tagsToCompile) {
if (typeof tagsToCompile === 'string')
tagsToCompile = tagsToCompile.split(spaceRe, 2);
if (!isArray(tagsToCompile) || tagsToCompile.length !== 2)
throw new Error('Invalid tags: ' + tagsToCompile);
openingTagRe = new RegExp(escapeRegExp(tagsToCompile[0]) + '\\s*');
closingTagRe = new RegExp('\\s*' + escapeRegExp(tagsToCompile[1]));
closingCurlyRe = new RegExp('\\s*' + escapeRegExp('}' + tagsToCompile[1]));
}
compileTags(tags || mustache.tags);
var scanner = new Scanner(template);
var start, type, value, chr, token, openSection;
while (!scanner.eos()) {
start = scanner.pos;
// Match any text between tags.
value = scanner.scanUntil(openingTagRe);
if (value) {
for (var i = 0, valueLength = value.length; i < valueLength; ++i) {
chr = value.charAt(i);
if (isWhitespace(chr)) {
spaces.push(tokens.length);
} else {
nonSpace = true;
}
tokens.push(['text', chr, start, start + 1]);
start += 1;
// Check for whitespace on the current line.
if (chr === '\n')
stripSpace();
}
}
// Match the opening tag.
if (!scanner.scan(openingTagRe))
break;
hasTag = true;
// Get the tag type.
type = scanner.scan(tagRe) || 'name';
scanner.scan(whiteRe);
// Get the tag value.
if (type === '=') {
value = scanner.scanUntil(equalsRe);
scanner.scan(equalsRe);
scanner.scanUntil(closingTagRe);
} else if (type === '{') {
value = scanner.scanUntil(closingCurlyRe);
scanner.scan(curlyRe);
scanner.scanUntil(closingTagRe);
type = '&';
} else {
value = scanner.scanUntil(closingTagRe);
}
// Match the closing tag.
if (!scanner.scan(closingTagRe))
throw new Error('Unclosed tag at ' + scanner.pos);
token = [type, value, start, scanner.pos];
tokens.push(token);
if (type === '#' || type === '^') {
sections.push(token);
} else if (type === '/') {
// Check section nesting.
openSection = sections.pop();
if (!openSection)
throw new Error('Unopened section "' + value + '" at ' + start);
if (openSection[1] !== value)
throw new Error('Unclosed section "' + openSection[1] + '" at ' + start);
} else if (type === 'name' || type === '{' || type === '&') {
nonSpace = true;
} else if (type === '=') {
// Set the tags for the next time around.
compileTags(value);
}
}
// Make sure there are no open sections when we're done.
openSection = sections.pop();
if (openSection)
throw new Error('Unclosed section "' + openSection[1] + '" at ' + scanner.pos);
return nestTokens(squashTokens(tokens));
}
/**
* Combines the values of consecutive text tokens in the given `tokens` array
* to a single token.
*/
function squashTokens(tokens) {
var squashedTokens = [];
var token, lastToken;
for (var i = 0, numTokens = tokens.length; i < numTokens; ++i) {
token = tokens[i];
if (token) {
if (token[0] === 'text' && lastToken && lastToken[0] === 'text') {
lastToken[1] += token[1];
lastToken[3] = token[3];
} else {
squashedTokens.push(token);
lastToken = token;
}
}
}
return squashedTokens;
}
/**
* Forms the given array of `tokens` into a nested tree structure where
* tokens that represent a section have two additional items: 1) an array of
* all tokens that appear in that section and 2) the index in the original
* template that represents the end of that section.
*/
function nestTokens(tokens) {
var nestedTokens = [];
var collector = nestedTokens;
var sections = [];
var token, section;
for (var i = 0, numTokens = tokens.length; i < numTokens; ++i) {
token = tokens[i];
switch (token[0]) {
case '#':
case '^':
collector.push(token);
sections.push(token);
collector = token[4] = [];
break;
case '/':
section = sections.pop();
section[5] = token[2];
collector = sections.length > 0 ? sections[sections.length - 1][4] : nestedTokens;
break;
default:
collector.push(token);
}
}
return nestedTokens;
}
/**
* A simple string scanner that is used by the template parser to find
* tokens in template strings.
*/
function Scanner(string) {
this.string = string;
this.tail = string;
this.pos = 0;
}
/**
* Returns `true` if the tail is empty (end of string).
*/
Scanner.prototype.eos = function eos() {
return this.tail === '';
};
/**
* Tries to match the given regular expression at the current position.
* Returns the matched text if it can match, the empty string otherwise.
*/
Scanner.prototype.scan = function scan(re) {
var match = this.tail.match(re);
if (!match || match.index !== 0)
return '';
var string = match[0];
this.tail = this.tail.substring(string.length);
this.pos += string.length;
return string;
};
/**
* Skips all text until the given regular expression can be matched. Returns
* the skipped string, which is the entire tail if no match can be made.
*/
Scanner.prototype.scanUntil = function scanUntil(re) {
var index = this.tail.search(re), match;
switch (index) {
case -1:
match = this.tail;
this.tail = '';
break;
case 0:
match = '';
break;
default:
match = this.tail.substring(0, index);
this.tail = this.tail.substring(index);
}
this.pos += match.length;
return match;
};
/**
* Represents a rendering context by wrapping a view object and
* maintaining a reference to the parent context.
*/
function Context(view, parentContext) {
this.view = view;
this.cache = { '.': this.view };
this.parent = parentContext;
}
/**
* Creates a new context using the given view with this context
* as the parent.
*/
Context.prototype.push = function push(view) {
return new Context(view, this);
};
/**
* Returns the value of the given name in this context, traversing
* up the context hierarchy if the value is absent in this context's view.
*/
Context.prototype.lookup = function lookup(name) {
var cache = this.cache;
var value;
if (cache.hasOwnProperty(name)) {
value = cache[name];
} else {
var context = this, names, index, lookupHit = false;
while (context) {
if (name.indexOf('.') > 0) {
value = context.view;
names = name.split('.');
index = 0;
/**
* Using the dot notion path in `name`, we descend through the
* nested objects.
*
* To be certain that the lookup has been successful, we have to
* check if the last object in the path actually has the property
* we are looking for. We store the result in `lookupHit`.
*
* This is specially necessary for when the value has been set to
* `undefined` and we want to avoid looking up parent contexts.
**/
while (value != null && index < names.length) {
if (index === names.length - 1)
lookupHit = hasProperty(value, names[index]);
value = value[names[index++]];
}
} else {
value = context.view[name];
lookupHit = hasProperty(context.view, name);
}
if (lookupHit)
break;
context = context.parent;
}
cache[name] = value;
}
if (isFunction(value))
value = value.call(this.view);
return value;
};
/**
* A Writer knows how to take a stream of tokens and render them to a
* string, given a context. It also maintains a cache of templates to
* avoid the need to parse the same template twice.
*/
function Writer() {
this.cache = {};
}
/**
* Clears all cached templates in this writer.
*/
Writer.prototype.clearCache = function clearCache() {
this.cache = {};
};
/**
* Parses and caches the given `template` and returns the array of tokens
* that is generated from the parse.
*/
Writer.prototype.parse = function parse(template, tags) {
var cache = this.cache;
var tokens = cache[template];
if (tokens == null)
tokens = cache[template] = parseTemplate(template, tags);
return tokens;
};
/**
* High-level method that is used to render the given `template` with
* the given `view`.
*
* The optional `partials` argument may be an object that contains the
* names and templates of partials that are used in the template. It may
* also be a function that is used to load partial templates on the fly
* that takes a single argument: the name of the partial.
*/
Writer.prototype.render = function render(template, view, partials) {
var tokens = this.parse(template);
var context = (view instanceof Context) ? view : new Context(view);
return this.renderTokens(tokens, context, partials, template);
};
/**
* Low-level method that renders the given array of `tokens` using
* the given `context` and `partials`.
*
* Note: The `originalTemplate` is only ever used to extract the portion
* of the original template that was contained in a higher-order section.
* If the template doesn't use higher-order sections, this argument may
* be omitted.
*/
Writer.prototype.renderTokens = function renderTokens(tokens, context, partials, originalTemplate) {
var buffer = '';
var token, symbol, value;
for (var i = 0, numTokens = tokens.length; i < numTokens; ++i) {
value = undefined;
token = tokens[i];
symbol = token[0];
if (symbol === '#') value = this.renderSection(token, context, partials, originalTemplate);
else if (symbol === '^') value = this.renderInverted(token, context, partials, originalTemplate);
else if (symbol === '>') value = this.renderPartial(token, context, partials, originalTemplate);
else if (symbol === '&') value = this.unescapedValue(token, context);
else if (symbol === 'name') value = this.escapedValue(token, context);
else if (symbol === 'text') value = this.rawValue(token);
if (value !== undefined)
buffer += value;
}
return buffer;
};
Writer.prototype.renderSection = function renderSection(token, context, partials, originalTemplate) {
var self = this;
var buffer = '';
var value = context.lookup(token[1]);
// This function is used to render an arbitrary template
// in the current context by higher-order sections.
function subRender(template) {
return self.render(template, context, partials);
}
if (!value) return;
if (isArray(value)) {
for (var j = 0, valueLength = value.length; j < valueLength; ++j) {
buffer += this.renderTokens(token[4], context.push(value[j]), partials, originalTemplate);
}
} else if (typeof value === 'object' || typeof value === 'string' || typeof value === 'number') {
buffer += this.renderTokens(token[4], context.push(value), partials, originalTemplate);
} else if (isFunction(value)) {
if (typeof originalTemplate !== 'string')
throw new Error('Cannot use higher-order sections without the original template');
// Extract the portion of the original template that the section contains.
value = value.call(context.view, originalTemplate.slice(token[3], token[5]), subRender);
if (value != null)
buffer += value;
} else {
buffer += this.renderTokens(token[4], context, partials, originalTemplate);
}
return buffer;
};
Writer.prototype.renderInverted = function renderInverted(token, context, partials, originalTemplate) {
var value = context.lookup(token[1]);
// Use JavaScript's definition of falsy. Include empty arrays.
// See https://github.com/janl/mustache.js/issues/186
if (!value || (isArray(value) && value.length === 0))
return this.renderTokens(token[4], context, partials, originalTemplate);
};
Writer.prototype.renderPartial = function renderPartial(token, context, partials) {
if (!partials) return;
var value = isFunction(partials) ? partials(token[1]) : partials[token[1]];
if (value != null)
return this.renderTokens(this.parse(value), context, partials, value);
};
Writer.prototype.unescapedValue = function unescapedValue(token, context) {
var value = context.lookup(token[1]);
if (value != null)
return value;
};
Writer.prototype.escapedValue = function escapedValue(token, context) {
var value = context.lookup(token[1]);
if (value != null)
return mustache.escape(value);
};
Writer.prototype.rawValue = function rawValue(token) {
return token[1];
};
mustache.name = 'mustache.js';
mustache.version = '2.2.1';
mustache.tags = ['{{', '}}'];
// All high-level mustache.* functions use this writer.
var defaultWriter = new Writer();
/**
* Clears all cached templates in the default writer.
*/
mustache.clearCache = function clearCache() {
return defaultWriter.clearCache();
};
/**
* Parses and caches the given template in the default writer and returns the
* array of tokens it contains. Doing this ahead of time avoids the need to
* parse templates on the fly as they are rendered.
*/
mustache.parse = function parse(template, tags) {
return defaultWriter.parse(template, tags);
};
/**
* Renders the `template` with the given `view` and `partials` using the
* default writer.
*/
mustache.render = function render(template, view, partials) {
if (typeof template !== 'string') {
throw new TypeError('Invalid template! Template should be a "string" ' +
'but "' + typeStr(template) + '" was given as the first ' +
'argument for mustache#render(template, view, partials)');
}
return defaultWriter.render(template, view, partials);
};
// This is here for backwards compatibility with 0.4.x.,
/*eslint-disable */ // eslint wants camel cased function name
mustache.to_html = function to_html(template, view, partials, send) {
/*eslint-enable*/
var result = mustache.render(template, view, partials);
if (isFunction(send)) {
send(result);
} else {
return result;
}
};
// Export the escaping function so that the user may override it.
// See https://github.com/janl/mustache.js/issues/244
mustache.escape = escapeHtml;
// Export these mainly for testing, but also for advanced usage.
mustache.Scanner = Scanner;
mustache.Context = Context;
mustache.Writer = Writer;
}));

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@ -31,5 +31,9 @@
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
<Link>libllama.dylib</Link>
</None>
<None Include="$(MSBuildThisFileDirectory)runtimes/ggml-metal.metal">
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
<Link>ggml-metal.metal</Link>
</None>
</ItemGroup>
</Project>

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@ -25,7 +25,7 @@ namespace LLama.Native
"3. The backend is not compatible with your system cuda environment. Please check and fix it. If the environment is " +
"expected not to be changed, then consider build llama.cpp from source or submit an issue to LLamaSharp.");
}
NativeApi.llama_backend_init();
NativeApi.llama_backend_init(false);
}
private const string libraryName = "libllama";
@ -64,8 +64,7 @@ namespace LLama.Native
/// Call once at the start of the program
/// </summary>
[DllImport(libraryName, CallingConvention = CallingConvention.Cdecl)]
public static extern void llama_backend_init();
public static extern void llama_backend_init(bool numa);
/// <summary>
/// Frees all allocated memory
/// </summary>

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