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LLMLib.cs
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LLMLib.cs
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/// @file
/// @brief File implementing the LLM library calls.
/// \cond HIDE
using System;
using System.Collections.Generic;
using System.IO;
using System.Runtime.InteropServices;
using UnityEngine;
namespace LLMUnity
{
public class StreamWrapper
{
LLMLib llmlib;
Callback<string> callback;
IntPtr stringWrapper;
string previousString = "";
string previousCalledString = "";
int previousBufferSize = 0;
bool clearOnUpdate;
public StreamWrapper(LLMLib llmlib, Callback<string> callback, bool clearOnUpdate = false)
{
this.llmlib = llmlib;
this.callback = callback;
this.clearOnUpdate = clearOnUpdate;
stringWrapper = (llmlib?.StringWrapper_Construct()).GetValueOrDefault();
}
public string GetString(bool clear = false)
{
string result;
int bufferSize = (llmlib?.StringWrapper_GetStringSize(stringWrapper)).GetValueOrDefault();
if (bufferSize <= 1)
{
result = "";
}
else if (previousBufferSize != bufferSize)
{
IntPtr buffer = Marshal.AllocHGlobal(bufferSize);
try
{
llmlib?.StringWrapper_GetString(stringWrapper, buffer, bufferSize, clear);
result = Marshal.PtrToStringAnsi(buffer);
}
finally
{
Marshal.FreeHGlobal(buffer);
}
previousString = result;
}
else
{
result = previousString;
}
previousBufferSize = bufferSize;
return result;
}
public void Update()
{
if (stringWrapper == IntPtr.Zero) return;
string result = GetString(clearOnUpdate);
if (result != "" && previousCalledString != result)
{
callback?.Invoke(result);
previousCalledString = result;
}
}
public IntPtr GetStringWrapper()
{
return stringWrapper;
}
public void Destroy()
{
if (stringWrapper != IntPtr.Zero) llmlib?.StringWrapper_Delete(stringWrapper);
}
}
static class LibraryLoader
{
// LibraryLoader is adapted from SkiaForUnity:
// https://github.com/ammariqais/SkiaForUnity/blob/f43322218c736d1c41f3a3df9355b90db4259a07/SkiaUnity/Assets/SkiaSharp/SkiaSharp-Bindings/SkiaSharp.HarfBuzz.Shared/HarfBuzzSharp.Shared/LibraryLoader.cs
public static T GetSymbolDelegate<T>(IntPtr library, string name) where T : Delegate
{
var symbol = GetSymbol(library, name);
if (symbol == IntPtr.Zero)
throw new EntryPointNotFoundException($"Unable to load symbol '{name}'.");
return Marshal.GetDelegateForFunctionPointer<T>(symbol);
}
public static IntPtr LoadLibrary(string libraryName)
{
if (string.IsNullOrEmpty(libraryName))
throw new ArgumentNullException(nameof(libraryName));
IntPtr handle;
if (Application.platform == RuntimePlatform.WindowsEditor || Application.platform == RuntimePlatform.WindowsPlayer)
handle = Win32.LoadLibrary(libraryName);
else if (Application.platform == RuntimePlatform.LinuxEditor || Application.platform == RuntimePlatform.LinuxPlayer)
handle = Linux.dlopen(libraryName);
else if (Application.platform == RuntimePlatform.OSXEditor || Application.platform == RuntimePlatform.OSXPlayer)
handle = Mac.dlopen(libraryName);
else if (Application.platform == RuntimePlatform.Android)
handle = Android.dlopen(libraryName);
else
throw new PlatformNotSupportedException($"Current platform is unknown, unable to load library '{libraryName}'.");
return handle;
}
public static IntPtr GetSymbol(IntPtr library, string symbolName)
{
if (string.IsNullOrEmpty(symbolName))
throw new ArgumentNullException(nameof(symbolName));
IntPtr handle;
if (Application.platform == RuntimePlatform.WindowsEditor || Application.platform == RuntimePlatform.WindowsPlayer)
handle = Win32.GetProcAddress(library, symbolName);
else if (Application.platform == RuntimePlatform.LinuxEditor || Application.platform == RuntimePlatform.LinuxPlayer)
handle = Linux.dlsym(library, symbolName);
else if (Application.platform == RuntimePlatform.OSXEditor || Application.platform == RuntimePlatform.OSXPlayer)
handle = Mac.dlsym(library, symbolName);
else if (Application.platform == RuntimePlatform.Android)
handle = Android.dlsym(library, symbolName);
else
throw new PlatformNotSupportedException($"Current platform is unknown, unable to load symbol '{symbolName}' from library {library}.");
return handle;
}
public static void FreeLibrary(IntPtr library)
{
if (library == IntPtr.Zero)
return;
if (Application.platform == RuntimePlatform.WindowsEditor || Application.platform == RuntimePlatform.WindowsPlayer)
Win32.FreeLibrary(library);
else if (Application.platform == RuntimePlatform.LinuxEditor || Application.platform == RuntimePlatform.LinuxPlayer)
Linux.dlclose(library);
else if (Application.platform == RuntimePlatform.OSXEditor || Application.platform == RuntimePlatform.OSXPlayer)
Mac.dlclose(library);
else if (Application.platform == RuntimePlatform.Android)
Android.dlclose(library);
else
throw new PlatformNotSupportedException($"Current platform is unknown, unable to close library '{library}'.");
}
private static class Mac
{
private const string SystemLibrary = "/usr/lib/libSystem.dylib";
private const int RTLD_LAZY = 1;
private const int RTLD_NOW = 2;
public static IntPtr dlopen(string path, bool lazy = true) =>
dlopen(path, lazy ? RTLD_LAZY : RTLD_NOW);
[DllImport(SystemLibrary)]
public static extern IntPtr dlopen(string path, int mode);
[DllImport(SystemLibrary)]
public static extern IntPtr dlsym(IntPtr handle, string symbol);
[DllImport(SystemLibrary)]
public static extern void dlclose(IntPtr handle);
}
private static class Linux
{
private const string SystemLibrary = "libdl.so";
private const string SystemLibrary2 = "libdl.so.2"; // newer Linux distros use this
private const int RTLD_LAZY = 1;
private const int RTLD_NOW = 2;
private static bool UseSystemLibrary2 = true;
public static IntPtr dlopen(string path, bool lazy = true)
{
try
{
return dlopen2(path, lazy ? RTLD_LAZY : RTLD_NOW);
}
catch (DllNotFoundException)
{
UseSystemLibrary2 = false;
return dlopen1(path, lazy ? RTLD_LAZY : RTLD_NOW);
}
}
public static IntPtr dlsym(IntPtr handle, string symbol)
{
return UseSystemLibrary2 ? dlsym2(handle, symbol) : dlsym1(handle, symbol);
}
public static void dlclose(IntPtr handle)
{
if (UseSystemLibrary2)
dlclose2(handle);
else
dlclose1(handle);
}
[DllImport(SystemLibrary, EntryPoint = "dlopen")]
private static extern IntPtr dlopen1(string path, int mode);
[DllImport(SystemLibrary, EntryPoint = "dlsym")]
private static extern IntPtr dlsym1(IntPtr handle, string symbol);
[DllImport(SystemLibrary, EntryPoint = "dlclose")]
private static extern void dlclose1(IntPtr handle);
[DllImport(SystemLibrary2, EntryPoint = "dlopen")]
private static extern IntPtr dlopen2(string path, int mode);
[DllImport(SystemLibrary2, EntryPoint = "dlsym")]
private static extern IntPtr dlsym2(IntPtr handle, string symbol);
[DllImport(SystemLibrary2, EntryPoint = "dlclose")]
private static extern void dlclose2(IntPtr handle);
}
private static class Win32
{
private const string SystemLibrary = "Kernel32.dll";
[DllImport(SystemLibrary, SetLastError = true, CharSet = CharSet.Ansi)]
public static extern IntPtr LoadLibrary(string lpFileName);
[DllImport(SystemLibrary, SetLastError = true, CharSet = CharSet.Ansi)]
public static extern IntPtr GetProcAddress(IntPtr hModule, string lpProcName);
[DllImport(SystemLibrary, SetLastError = true, CharSet = CharSet.Ansi)]
public static extern void FreeLibrary(IntPtr hModule);
}
private static class Android
{
public static IntPtr dlopen(string path) => dlopen(path, 1);
#if UNITY_ANDROID
// LoadLibrary for Android
[DllImport("__Internal")]
public static extern IntPtr dlopen(string filename, int flags);
// GetSymbol for Android
[DllImport("__Internal")]
public static extern IntPtr dlsym(IntPtr handle, string symbol);
// FreeLibrary for Android
[DllImport("__Internal")]
public static extern int dlclose(IntPtr handle);
#else
public static IntPtr dlopen(string filename, int flags)
{
return default;
}
public static IntPtr dlsym(IntPtr handle, string symbol)
{
return default;
}
public static int dlclose(IntPtr handle)
{
return default;
}
#endif
}
}
public class LLMLib
{
IntPtr libraryHandle = IntPtr.Zero;
static readonly object staticLock = new object();
static bool has_avx = false;
static bool has_avx2 = false;
static bool has_avx512 = false;
static bool has_avx_set = false;
static LLMLib()
{
lock (staticLock)
{
if (has_avx_set) return;
string archCheckerPath = GetArchitectureCheckerPath();
if (archCheckerPath != null)
{
IntPtr archCheckerHandle = LibraryLoader.LoadLibrary(archCheckerPath);
if (archCheckerHandle == IntPtr.Zero)
{
LLMUnitySetup.LogError($"Failed to load library {archCheckerPath}.");
}
else
{
try
{
has_avx = LibraryLoader.GetSymbolDelegate<HasArchDelegate>(archCheckerHandle, "has_avx")();
has_avx2 = LibraryLoader.GetSymbolDelegate<HasArchDelegate>(archCheckerHandle, "has_avx2")();
has_avx512 = LibraryLoader.GetSymbolDelegate<HasArchDelegate>(archCheckerHandle, "has_avx512")();
}
catch (Exception e)
{
LLMUnitySetup.LogError($"{e.GetType()}: {e.Message}");
}
}
}
has_avx_set = true;
}
}
public LLMLib(string arch)
{
libraryHandle = LibraryLoader.LoadLibrary(GetArchitecturePath(arch));
if (libraryHandle == IntPtr.Zero)
{
throw new Exception($"Failed to load library {arch}.");
}
LLM_Construct = LibraryLoader.GetSymbolDelegate<LLM_ConstructDelegate>(libraryHandle, "LLM_Construct");
LLM_Delete = LibraryLoader.GetSymbolDelegate<LLM_DeleteDelegate>(libraryHandle, "LLM_Delete");
LLM_StartServer = LibraryLoader.GetSymbolDelegate<LLM_StartServerDelegate>(libraryHandle, "LLM_StartServer");
LLM_StopServer = LibraryLoader.GetSymbolDelegate<LLM_StopServerDelegate>(libraryHandle, "LLM_StopServer");
LLM_Start = LibraryLoader.GetSymbolDelegate<LLM_StartDelegate>(libraryHandle, "LLM_Start");
LLM_Started = LibraryLoader.GetSymbolDelegate<LLM_StartedDelegate>(libraryHandle, "LLM_Started");
LLM_Stop = LibraryLoader.GetSymbolDelegate<LLM_StopDelegate>(libraryHandle, "LLM_Stop");
LLM_SetTemplate = LibraryLoader.GetSymbolDelegate<LLM_SetTemplateDelegate>(libraryHandle, "LLM_SetTemplate");
LLM_SetSSL = LibraryLoader.GetSymbolDelegate<LLM_SetSSLDelegate>(libraryHandle, "LLM_SetSSL");
LLM_Tokenize = LibraryLoader.GetSymbolDelegate<LLM_TokenizeDelegate>(libraryHandle, "LLM_Tokenize");
LLM_Detokenize = LibraryLoader.GetSymbolDelegate<LLM_DetokenizeDelegate>(libraryHandle, "LLM_Detokenize");
LLM_Embeddings = LibraryLoader.GetSymbolDelegate<LLM_EmbeddingsDelegate>(libraryHandle, "LLM_Embeddings");
LLM_Lora_Weight = LibraryLoader.GetSymbolDelegate<LLM_LoraWeightDelegate>(libraryHandle, "LLM_Lora_Weight");
LLM_LoraList = LibraryLoader.GetSymbolDelegate<LLM_LoraListDelegate>(libraryHandle, "LLM_Lora_List");
LLM_Completion = LibraryLoader.GetSymbolDelegate<LLM_CompletionDelegate>(libraryHandle, "LLM_Completion");
LLM_Slot = LibraryLoader.GetSymbolDelegate<LLM_SlotDelegate>(libraryHandle, "LLM_Slot");
LLM_Cancel = LibraryLoader.GetSymbolDelegate<LLM_CancelDelegate>(libraryHandle, "LLM_Cancel");
LLM_Status = LibraryLoader.GetSymbolDelegate<LLM_StatusDelegate>(libraryHandle, "LLM_Status");
StringWrapper_Construct = LibraryLoader.GetSymbolDelegate<StringWrapper_ConstructDelegate>(libraryHandle, "StringWrapper_Construct");
StringWrapper_Delete = LibraryLoader.GetSymbolDelegate<StringWrapper_DeleteDelegate>(libraryHandle, "StringWrapper_Delete");
StringWrapper_GetStringSize = LibraryLoader.GetSymbolDelegate<StringWrapper_GetStringSizeDelegate>(libraryHandle, "StringWrapper_GetStringSize");
StringWrapper_GetString = LibraryLoader.GetSymbolDelegate<StringWrapper_GetStringDelegate>(libraryHandle, "StringWrapper_GetString");
Logging = LibraryLoader.GetSymbolDelegate<LoggingDelegate>(libraryHandle, "Logging");
StopLogging = LibraryLoader.GetSymbolDelegate<StopLoggingDelegate>(libraryHandle, "StopLogging");
}
public void Destroy()
{
if (libraryHandle != IntPtr.Zero) LibraryLoader.FreeLibrary(libraryHandle);
}
public static List<string> PossibleArchitectures(bool gpu = false)
{
List<string> architectures = new List<string>();
if (Application.platform == RuntimePlatform.WindowsEditor || Application.platform == RuntimePlatform.WindowsPlayer ||
Application.platform == RuntimePlatform.LinuxEditor || Application.platform == RuntimePlatform.LinuxPlayer)
{
if (gpu)
{
if (LLMUnitySetup.FullLlamaLib)
{
architectures.Add("cuda-cu12.2.0-full");
architectures.Add("cuda-cu11.7.1-full");
architectures.Add("hip-full");
}
else
{
architectures.Add("cuda-cu12.2.0");
architectures.Add("cuda-cu11.7.1");
architectures.Add("hip");
}
architectures.Add("vulkan");
}
if (has_avx512) architectures.Add("avx512");
if (has_avx2) architectures.Add("avx2");
if (has_avx) architectures.Add("avx");
architectures.Add("noavx");
}
else if (Application.platform == RuntimePlatform.OSXEditor || Application.platform == RuntimePlatform.OSXPlayer)
{
string arch = RuntimeInformation.ProcessArchitecture.ToString().ToLower();
if (arch.Contains("arm"))
{
architectures.Add("arm64-acc");
architectures.Add("arm64-no_acc");
}
else
{
if (arch != "x86" && arch != "x64") LLMUnitySetup.LogWarning($"Unknown architecture of processor {arch}! Falling back to x86_64");
architectures.Add("x64-acc");
architectures.Add("x64-no_acc");
}
}
else if (Application.platform == RuntimePlatform.Android)
{
architectures.Add("android");
}
else
{
string error = "Unknown OS";
LLMUnitySetup.LogError(error);
throw new Exception(error);
}
return architectures;
}
public static string GetArchitectureCheckerPath()
{
string filename;
if (Application.platform == RuntimePlatform.WindowsEditor || Application.platform == RuntimePlatform.WindowsPlayer)
{
filename = $"windows-archchecker/archchecker.dll";
}
else if (Application.platform == RuntimePlatform.LinuxEditor || Application.platform == RuntimePlatform.LinuxPlayer)
{
filename = $"linux-archchecker/libarchchecker.so";
}
else
{
return null;
}
return Path.Combine(LLMUnitySetup.libraryPath, filename);
}
public static string GetArchitecturePath(string arch)
{
string filename;
if (Application.platform == RuntimePlatform.WindowsEditor || Application.platform == RuntimePlatform.WindowsPlayer)
{
filename = $"windows-{arch}/undreamai_windows-{arch}.dll";
}
else if (Application.platform == RuntimePlatform.LinuxEditor || Application.platform == RuntimePlatform.LinuxPlayer)
{
filename = $"linux-{arch}/libundreamai_linux-{arch}.so";
}
else if (Application.platform == RuntimePlatform.OSXEditor || Application.platform == RuntimePlatform.OSXPlayer)
{
filename = $"macos-{arch}/libundreamai_macos-{arch}.dylib";
}
else if (Application.platform == RuntimePlatform.Android)
{
return "libundreamai_android.so";
}
else
{
string error = "Unknown OS";
LLMUnitySetup.LogError(error);
throw new Exception(error);
}
return Path.Combine(LLMUnitySetup.libraryPath, filename);
}
public string GetStringWrapperResult(IntPtr stringWrapper)
{
string result = "";
int bufferSize = StringWrapper_GetStringSize(stringWrapper);
if (bufferSize > 1)
{
IntPtr buffer = Marshal.AllocHGlobal(bufferSize);
try
{
StringWrapper_GetString(stringWrapper, buffer, bufferSize);
result = Marshal.PtrToStringAnsi(buffer);
}
finally
{
Marshal.FreeHGlobal(buffer);
}
}
return result;
}
public delegate bool HasArchDelegate();
public delegate void LoggingDelegate(IntPtr stringWrapper);
public delegate void StopLoggingDelegate();
public delegate IntPtr LLM_ConstructDelegate(string command);
public delegate void LLM_DeleteDelegate(IntPtr LLMObject);
public delegate void LLM_StartServerDelegate(IntPtr LLMObject);
public delegate void LLM_StopServerDelegate(IntPtr LLMObject);
public delegate void LLM_StartDelegate(IntPtr LLMObject);
public delegate bool LLM_StartedDelegate(IntPtr LLMObject);
public delegate void LLM_StopDelegate(IntPtr LLMObject);
public delegate void LLM_SetTemplateDelegate(IntPtr LLMObject, string chatTemplate);
public delegate void LLM_SetSSLDelegate(IntPtr LLMObject, string SSLCert, string SSLKey);
public delegate void LLM_TokenizeDelegate(IntPtr LLMObject, string jsonData, IntPtr stringWrapper);
public delegate void LLM_DetokenizeDelegate(IntPtr LLMObject, string jsonData, IntPtr stringWrapper);
public delegate void LLM_EmbeddingsDelegate(IntPtr LLMObject, string jsonData, IntPtr stringWrapper);
public delegate void LLM_LoraWeightDelegate(IntPtr LLMObject, string jsonData, IntPtr stringWrapper);
public delegate void LLM_LoraListDelegate(IntPtr LLMObject, IntPtr stringWrapper);
public delegate void LLM_CompletionDelegate(IntPtr LLMObject, string jsonData, IntPtr stringWrapper);
public delegate void LLM_SlotDelegate(IntPtr LLMObject, string jsonData, IntPtr stringWrapper);
public delegate void LLM_CancelDelegate(IntPtr LLMObject, int idSlot);
public delegate int LLM_StatusDelegate(IntPtr LLMObject, IntPtr stringWrapper);
public delegate IntPtr StringWrapper_ConstructDelegate();
public delegate void StringWrapper_DeleteDelegate(IntPtr instance);
public delegate int StringWrapper_GetStringSizeDelegate(IntPtr instance);
public delegate void StringWrapper_GetStringDelegate(IntPtr instance, IntPtr buffer, int bufferSize, bool clear = false);
public LoggingDelegate Logging;
public StopLoggingDelegate StopLogging;
public LLM_ConstructDelegate LLM_Construct;
public LLM_DeleteDelegate LLM_Delete;
public LLM_StartServerDelegate LLM_StartServer;
public LLM_StopServerDelegate LLM_StopServer;
public LLM_StartDelegate LLM_Start;
public LLM_StartedDelegate LLM_Started;
public LLM_StopDelegate LLM_Stop;
public LLM_SetTemplateDelegate LLM_SetTemplate;
public LLM_SetSSLDelegate LLM_SetSSL;
public LLM_TokenizeDelegate LLM_Tokenize;
public LLM_DetokenizeDelegate LLM_Detokenize;
public LLM_CompletionDelegate LLM_Completion;
public LLM_EmbeddingsDelegate LLM_Embeddings;
public LLM_LoraWeightDelegate LLM_Lora_Weight;
public LLM_LoraListDelegate LLM_LoraList;
public LLM_SlotDelegate LLM_Slot;
public LLM_CancelDelegate LLM_Cancel;
public LLM_StatusDelegate LLM_Status;
public StringWrapper_ConstructDelegate StringWrapper_Construct;
public StringWrapper_DeleteDelegate StringWrapper_Delete;
public StringWrapper_GetStringSizeDelegate StringWrapper_GetStringSize;
public StringWrapper_GetStringDelegate StringWrapper_GetString;
}
}
/// \endcond