###### # Project : GPT4ALL-UI # Author : ParisNeo with the help of the community # Supported by Nomic-AI # license : Apache 2.0 # Description : # A front end Flask application for llamacpp models. # The official GPT4All Web ui # Made by the community for the community ###### __author__ = "parisneo" __github__ = "https://github.com/nomic-ai/gpt4all-ui" __copyright__ = "Copyright 2023, " __license__ = "Apache 2.0" import os import logging import argparse import json import re import traceback import sys from tqdm import tqdm import subprocess import signal from pyaipersonality import AIPersonality from api.db import DiscussionsDB, Discussion from flask import ( Flask, Response, jsonify, render_template, request, stream_with_context, send_from_directory ) from flask_socketio import SocketIO, emit from pathlib import Path import gc import yaml from geventwebsocket.handler import WebSocketHandler from gevent.pywsgi import WSGIServer import requests from concurrent.futures import ThreadPoolExecutor, as_completed import logging log = logging.getLogger('werkzeug') log.setLevel(logging.ERROR) app = Flask("GPT4All-WebUI", static_url_path="/static", static_folder="static") socketio = SocketIO(app, cors_allowed_origins="*", async_mode='gevent', ping_timeout=200, ping_interval=15) app.config['SECRET_KEY'] = 'secret!' # Set the logging level to WARNING or higher logging.getLogger('socketio').setLevel(logging.WARNING) logging.getLogger('engineio').setLevel(logging.WARNING) logging.getLogger('werkzeug').setLevel(logging.ERROR) logging.basicConfig(level=logging.WARNING) import time from api.config import load_config, save_config from api import GPT4AllAPI import shutil import markdown class Gpt4AllWebUI(GPT4AllAPI): def __init__(self, _app, _socketio, config:dict, config_file_path) -> None: super().__init__(config, _socketio, config_file_path) self.app = _app self.cancel_gen = False if "use_new_ui" in self.config: if self.config["use_new_ui"]: app.template_folder = "web/dist" # ========================================================================================= # Endpoints # ========================================================================================= self.add_endpoint( "/list_backends", "list_backends", self.list_backends, methods=["GET"] ) self.add_endpoint( "/list_models", "list_models", self.list_models, methods=["GET"] ) self.add_endpoint( "/list_personalities_languages", "list_personalities_languages", self.list_personalities_languages, methods=["GET"] ) self.add_endpoint( "/list_personalities_categories", "list_personalities_categories", self.list_personalities_categories, methods=["GET"] ) self.add_endpoint( "/list_personalities", "list_personalities", self.list_personalities, methods=["GET"] ) self.add_endpoint( "/list_languages", "list_languages", self.list_languages, methods=["GET"] ) self.add_endpoint( "/list_discussions", "list_discussions", self.list_discussions, methods=["GET"] ) self.add_endpoint("/set_personality", "set_personality", self.set_personality, methods=["GET"]) self.add_endpoint("/delete_personality", "delete_personality", self.delete_personality, methods=["GET"]) self.add_endpoint("/", "", self.index, methods=["GET"]) self.add_endpoint("/", "serve_static", self.serve_static, methods=["GET"]) self.add_endpoint("/personalities/", "serve_personalities", self.serve_personalities, methods=["GET"]) self.add_endpoint("/outputs/", "serve_outputs", self.serve_outputs, methods=["GET"]) self.add_endpoint("/export_discussion", "export_discussion", self.export_discussion, methods=["GET"]) self.add_endpoint("/export", "export", self.export, methods=["GET"]) self.add_endpoint( "/new_discussion", "new_discussion", self.new_discussion, methods=["GET"] ) self.add_endpoint("/stop_gen", "stop_gen", self.stop_gen, methods=["GET"]) self.add_endpoint("/rename", "rename", self.rename, methods=["POST"]) self.add_endpoint("/edit_title", "edit_title", self.edit_title, methods=["POST"]) self.add_endpoint( "/load_discussion", "load_discussion", self.load_discussion, methods=["POST"] ) self.add_endpoint( "/delete_discussion", "delete_discussion", self.delete_discussion, methods=["POST"], ) self.add_endpoint( "/update_message", "update_message", self.update_message, methods=["GET"] ) self.add_endpoint( "/message_rank_up", "message_rank_up", self.message_rank_up, methods=["GET"] ) self.add_endpoint( "/message_rank_down", "message_rank_down", self.message_rank_down, methods=["GET"] ) self.add_endpoint( "/delete_message", "delete_message", self.delete_message, methods=["GET"] ) self.add_endpoint( "/set_backend", "set_backend", self.set_backend, methods=["POST"] ) self.add_endpoint( "/set_model", "set_model", self.set_model, methods=["POST"] ) self.add_endpoint( "/update_model_params", "update_model_params", self.update_model_params, methods=["POST"] ) self.add_endpoint( "/get_config", "get_config", self.get_config, methods=["GET"] ) self.add_endpoint( "/get_available_models", "get_available_models", self.get_available_models, methods=["GET"] ) self.add_endpoint( "/extensions", "extensions", self.extensions, methods=["GET"] ) self.add_endpoint( "/training", "training", self.training, methods=["GET"] ) self.add_endpoint( "/main", "main", self.main, methods=["GET"] ) self.add_endpoint( "/settings", "settings", self.settings, methods=["GET"] ) self.add_endpoint( "/help", "help", self.help, methods=["GET"] ) self.add_endpoint( "/get_generation_status", "get_generation_status", self.get_generation_status, methods=["GET"] ) self.add_endpoint( "/update_setting", "update_setting", self.update_setting, methods=["POST"] ) self.add_endpoint( "/apply_settings", "apply_settings", self.apply_settings, methods=["POST"] ) self.add_endpoint( "/save_settings", "save_settings", self.save_settings, methods=["POST"] ) self.add_endpoint( "/get_current_personality", "get_current_personality", self.get_current_personality, methods=["GET"] ) self.add_endpoint( "/get_all_personalities", "get_all_personalities", self.get_all_personalities, methods=["GET"] ) self.add_endpoint( "/get_personality", "get_personality", self.get_personality, methods=["GET"] ) self.add_endpoint( "/reset", "reset", self.reset, methods=["GET"] ) self.add_endpoint( "/export_multiple_discussions", "export_multiple_discussions", self.export_multiple_discussions, methods=["POST"] ) def export_multiple_discussions(self): data = request.get_json() discussion_ids = data["discussion_ids"] return jsonify(self.db.export_discussions_to_json(discussion_ids)) def reset(self): os.kill(os.getpid(), signal.SIGINT) # Send the interrupt signal to the current process subprocess.Popen(['python', 'your_app.py']) # Restart the app using subprocess return 'App is resetting...' def save_settings(self): save_config(self.config, self.config_file_path) if self.config["debug"]: print("Configuration saved") # Tell that the setting was changed self.socketio.emit('save_settings', {"status":True}) return jsonify({"status":True}) def get_current_personality(self): return jsonify({"personality":self.personality.as_dict()}) def get_all_personalities(self): personalities_folder = Path("./personalities") personalities = {} for language_folder in personalities_folder.iterdir(): if language_folder.is_dir(): personalities[language_folder.name] = {} for category_folder in language_folder.iterdir(): if category_folder.is_dir(): personalities[language_folder.name][category_folder.name] = [] for personality_folder in category_folder.iterdir(): if personality_folder.is_dir(): personality_info = {} config_path = personality_folder / 'config.yaml' with open(config_path) as config_file: config_data = yaml.load(config_file, Loader=yaml.FullLoader) personality_info['name'] = config_data.get('name',"No Name") personality_info['description'] = config_data.get('personality_description',"") personality_info['author'] = config_data.get('creator', 'ParisNeo') personality_info['version'] = config_data.get('version', '1.0.0') scripts_path = personality_folder / 'scripts' personality_info['has_scripts'] = scripts_path.is_dir() assets_path = personality_folder / 'assets' gif_logo_path = assets_path / 'logo.gif' webp_logo_path = assets_path / 'logo.webp' png_logo_path = assets_path / 'logo.png' jpg_logo_path = assets_path / 'logo.jpg' jpeg_logo_path = assets_path / 'logo.jpeg' bmp_logo_path = assets_path / 'logo.bmp' personality_info['has_logo'] = png_logo_path.is_file() or gif_logo_path.is_file() if gif_logo_path.exists(): personality_info['avatar'] = str(gif_logo_path).replace("\\","/") elif webp_logo_path.exists(): personality_info['avatar'] = str(webp_logo_path).replace("\\","/") elif png_logo_path.exists(): personality_info['avatar'] = str(png_logo_path).replace("\\","/") elif jpg_logo_path.exists(): personality_info['avatar'] = str(jpg_logo_path).replace("\\","/") elif jpeg_logo_path.exists(): personality_info['avatar'] = str(jpeg_logo_path).replace("\\","/") elif bmp_logo_path.exists(): personality_info['avatar'] = str(bmp_logo_path).replace("\\","/") else: personality_info['avatar'] = "" personalities[language_folder.name][category_folder.name].append(personality_info) return json.dumps(personalities) def get_personality(): lang = request.args.get('language') category = request.args.get('category') name = request.args.get('name') personality_folder = Path("personalities")/f"{lang}"/f"{category}"/f"{name}" personality_path = personality_folder/f"config.yaml" personality_info = {} with open(personality_path) as config_file: config_data = yaml.load(config_file, Loader=yaml.FullLoader) personality_info['name'] = config_data.get('name',"unnamed") personality_info['description'] = config_data.get('personality_description',"") personality_info['author'] = config_data.get('creator', 'ParisNeo') personality_info['version'] = config_data.get('version', '1.0.0') scripts_path = personality_folder / 'scripts' personality_info['has_scripts'] = scripts_path.is_dir() assets_path = personality_folder / 'assets' gif_logo_path = assets_path / 'logo.gif' webp_logo_path = assets_path / 'logo.webp' png_logo_path = assets_path / 'logo.png' jpg_logo_path = assets_path / 'logo.jpg' jpeg_logo_path = assets_path / 'logo.jpeg' bmp_logo_path = assets_path / 'logo.bmp' personality_info['has_logo'] = png_logo_path.is_file() or gif_logo_path.is_file() if gif_logo_path.exists(): personality_info['avatar'] = str(gif_logo_path).replace("\\","/") elif webp_logo_path.exists(): personality_info['avatar'] = str(webp_logo_path).replace("\\","/") elif png_logo_path.exists(): personality_info['avatar'] = str(png_logo_path).replace("\\","/") elif jpg_logo_path.exists(): personality_info['avatar'] = str(jpg_logo_path).replace("\\","/") elif jpeg_logo_path.exists(): personality_info['avatar'] = str(jpeg_logo_path).replace("\\","/") elif bmp_logo_path.exists(): personality_info['avatar'] = str(bmp_logo_path).replace("\\","/") else: personality_info['avatar'] = "" return json.dumps(personality_info) # Settings (data: {"setting_name":,"setting_value":}) def update_setting(self): data = request.get_json() setting_name = data['setting_name'] if setting_name== "temperature": self.config["temperature"]=float(data['setting_value']) elif setting_name== "n_predict": self.config["n_predict"]=int(data['setting_value']) elif setting_name== "top_k": self.config["top_k"]=int(data['setting_value']) elif setting_name== "top_p": self.config["top_p"]=float(data['setting_value']) elif setting_name== "repeat_penalty": self.config["repeat_penalty"]=float(data['setting_value']) elif setting_name== "repeat_last_n": self.config["repeat_last_n"]=int(data['setting_value']) elif setting_name== "n_threads": self.config["n_threads"]=int(data['setting_value']) elif setting_name== "ctx_size": self.config["ctx_size"]=int(data['setting_value']) elif setting_name== "language": self.config["language"]=data['setting_value'] elif setting_name== "personality_language": back_language = self.config["personality_language"] if self.config["personality_language"]!=data['setting_value']: self.config["personality_language"]=data['setting_value'] personalities_categories_dir = Path(f'./personalities/{self.config["personality_language"]}') # replace with the actual path to the models folder cats = [f.stem for f in personalities_categories_dir.iterdir() if f.is_dir()] if len(cats)>0: back_category = self.config["personality_category"] self.config["personality_category"]=cats[0] try: personalities_dir = Path(f'./personalities/{self.config["personality_language"]}/{self.config["personality_category"]}') # replace with the actual path to the models folder pers = [f.stem for f in personalities_dir.iterdir() if f.is_dir()] except Exception as ex: pers=[] if self.config["debug"]: print(f"No personalities found. Using default one {ex}") if len(pers)>0: self.config["personality"]=pers[0] personality_fn = f"personalities/{self.config['personality_language']}/{self.config['personality_category']}/{self.config['personality']}" self.personality.load_personality(personality_fn) else: self.config["personality_language"]=back_language self.config["personality_category"]=back_category return jsonify({'setting_name': data['setting_name'], "status":False}) else: self.config["personality_language"]=back_language return jsonify({'setting_name': data['setting_name'], "status":False}) elif setting_name== "personality_category": back_category = self.config["personality_category"] if self.config["personality_category"]!=data['setting_value']: self.config["personality_category"]=data['setting_value'] pers = json.loads(self.list_personalities().data.decode("utf8")) if len(pers)>0: self.config["personality"]=pers[0] personality_fn = f"personalities/{self.config['personality_language']}/{self.config['personality_category']}/{self.config['personality']}" self.personality.load_personality(personality_fn) if self.config["debug"]: print(self.personality) else: self.config["personality_category"]=back_category return jsonify({'setting_name': data['setting_name'], "status":False}) elif setting_name== "personality": self.config["personality"]=data['setting_value'] personality_fn = f"personalities/{self.config['personality_language']}/{self.config['personality_category']}/{self.config['personality']}" self.personality.load_personality(personality_fn) elif setting_name== "override_personality_model_parameters": self.config["override_personality_model_parameters"]=bool(data['setting_value']) elif setting_name== "model": self.config["model"]=data['setting_value'] print("update_settings : New model selected") elif setting_name== "backend": if self.config['backend']!= data['setting_value']: print(f"New backend selected : {data['setting_value']}") self.config["backend"]=data['setting_value'] try: self.backend = self.process.load_backend(self.config["backend"], install=True) except Exception as ex: print("Couldn't build backend") return jsonify({'setting_name': data['setting_name'], "status":False, 'error':str(ex)}) else: if self.config["debug"]: print(f"Configuration {data['setting_name']} set to {data['setting_value']}") return jsonify({'setting_name': data['setting_name'], "status":True}) else: if self.config["debug"]: print(f"Configuration {data['setting_name']} couldn't be set to {data['setting_value']}") return jsonify({'setting_name': data['setting_name'], "status":False}) if self.config["debug"]: print(f"Configuration {data['setting_name']} set to {data['setting_value']}") print(f"Configuration {data['setting_name']} updated") # Tell that the setting was changed return jsonify({'setting_name': data['setting_name'], "status":True}) def apply_settings(self): result = self.process.set_config(self.config) print("Set config results:") print(result) return jsonify(result) def list_backends(self): backends_dir = Path('./backends') # replace with the actual path to the models folder backends = [f.stem for f in backends_dir.iterdir() if f.is_dir() and f.stem!="__pycache__"] return jsonify(backends) def list_models(self): if self.backend is not None: models = self.backend.list_models(self.config) return jsonify(models) else: return jsonify([]) def list_personalities_languages(self): personalities_languages_dir = Path(f'./personalities') # replace with the actual path to the models folder personalities_languages = [f.stem for f in personalities_languages_dir.iterdir() if f.is_dir()] return jsonify(personalities_languages) def list_personalities_categories(self): personalities_categories_dir = Path(f'./personalities/{self.config["personality_language"]}') # replace with the actual path to the models folder personalities_categories = [f.stem for f in personalities_categories_dir.iterdir() if f.is_dir()] return jsonify(personalities_categories) def list_personalities(self): try: personalities_dir = Path(f'./personalities/{self.config["personality_language"]}/{self.config["personality_category"]}') # replace with the actual path to the models folder personalities = [f.stem for f in personalities_dir.iterdir() if f.is_dir()] except Exception as ex: personalities=[] if self.config["debug"]: print(f"No personalities found. Using default one {ex}") return jsonify(personalities) def list_languages(self): lanuguages= [ { "value": "en-US", "label": "English" }, { "value": "fr-FR", "label": "Français" }, { "value": "ar-AR", "label": "العربية" }, { "value": "it-IT", "label": "Italiano" }, { "value": "de-DE", "label": "Deutsch" }, { "value": "nl-XX", "label": "Dutch" }, { "value": "zh-CN", "label": "中國人" } ] return jsonify(lanuguages) def list_discussions(self): discussions = self.db.get_discussions() return jsonify(discussions) def set_personality(self): lang = request.args.get('language') category = request.args.get('category') name = request.args.get('name') self.config['personality_language'] = lang self.config['personality_category'] = category self.config['personality'] = name result = self.process.set_config(self.config) return jsonify(result) def delete_personality(self): lang = request.args.get('language') category = request.args.get('category') name = request.args.get('name') path = Path("personalities")/lang/category/name try: shutil.rmtree(path) return jsonify({'status':'success'}) except Exception as ex: return jsonify({'status':'failure','error':str(ex)}) def add_endpoint( self, endpoint=None, endpoint_name=None, handler=None, methods=["GET"], *args, **kwargs, ): self.app.add_url_rule( endpoint, endpoint_name, handler, methods=methods, *args, **kwargs ) def index(self): return render_template("index.html") def serve_static(self, filename): root_dir = os.getcwd() if "use_new_ui" in self.config: if self.config["use_new_ui"]: path = os.path.join(root_dir, 'web/dist/')+"/".join(filename.split("/")[:-1]) else: path = os.path.join(root_dir, 'static/')+"/".join(filename.split("/")[:-1]) else: path = os.path.join(root_dir, 'static/')+"/".join(filename.split("/")[:-1]) fn = filename.split("/")[-1] return send_from_directory(path, fn) def serve_personalities(self, filename): root_dir = os.getcwd() path = os.path.join(root_dir, 'personalities/')+"/".join(filename.split("/")[:-1]) fn = filename.split("/")[-1] return send_from_directory(path, fn) def serve_outputs(self, filename): root_dir = os.getcwd() path = os.path.join(root_dir, 'outputs/')+"/".join(filename.split("/")[:-1]) fn = filename.split("/")[-1] return send_from_directory(path, fn) def export(self): return jsonify(self.db.export_to_json()) def export_discussion(self): return jsonify({"discussion_text":self.get_discussion_to()}) def get_generation_status(self): return jsonify({"status":self.process.is_generating.value==1}) def stop_gen(self): self.cancel_gen = True self.process.cancel_generation() print("Stop generation received") return jsonify({"status": "ok"}) def rename(self): data = request.get_json() title = data["title"] self.current_discussion.rename(title) return "renamed successfully" def edit_title(self): data = request.get_json() title = data["title"] discussion_id = data["id"] self.current_discussion = Discussion(discussion_id, self.db) self.current_discussion.rename(title) return "title renamed successfully" def load_discussion(self): print("- Loading discussion") data = request.get_json() print(" Recovered json data") if "id" in data: discussion_id = data["id"] self.current_discussion = Discussion(discussion_id, self.db) else: if self.current_discussion is not None: discussion_id = self.current_discussion.discussion_id self.current_discussion = Discussion(discussion_id, self.db) else: self.current_discussion = self.db.create_discussion() print(f" Discussion id :{discussion_id}") messages = self.current_discussion.get_messages() return jsonify(messages), {'Content-Type': 'application/json; charset=utf-8'} def delete_discussion(self): data = request.get_json() discussion_id = data["id"] self.current_discussion = Discussion(discussion_id, self.db) self.current_discussion.delete_discussion() self.current_discussion = None return jsonify({}) def update_message(self): discussion_id = request.args.get("id") new_message = request.args.get("message") try: self.current_discussion.update_message(discussion_id, new_message) return jsonify({"status": "ok"}) except Exception as ex: return jsonify({"status": "nok", "error":str(ex)}) def message_rank_up(self): discussion_id = request.args.get("id") try: new_rank = self.current_discussion.message_rank_up(discussion_id) return jsonify({"status": "ok", "new_rank": new_rank}) except Exception as ex: return jsonify({"status": "nok", "error":str(ex)}) def message_rank_down(self): discussion_id = request.args.get("id") try: new_rank = self.current_discussion.message_rank_down(discussion_id) return jsonify({"status": "ok", "new_rank": new_rank}) except Exception as ex: return jsonify({"status": "nok", "error":str(ex)}) def delete_message(self): discussion_id = request.args.get("id") if self.current_discussion is None: return jsonify({"status": False,"message":"No discussion is selected"}) else: new_rank = self.current_discussion.delete_message(discussion_id) return jsonify({"status":True,"new_rank": new_rank}) def new_discussion(self): title = request.args.get("title") timestamp = self.create_new_discussion(title) # Return a success response return json.dumps({"id": self.current_discussion.discussion_id, "time": timestamp, "welcome_message":self.personality.welcome_message, "sender":self.personality.name}) def set_backend(self): data = request.get_json() backend = str(data["backend"]) if self.config['backend']!= backend: print("New backend selected") self.config['backend'] = backend try: backend_ =self.process.load_backend(config["backend"],True) models = backend_.list_models(self.config) if len(models)>0: self.backend = backend_ self.config['model'] = models[0] # Build chatbot return jsonify(self.process.set_config(self.config)) else: return jsonify({"status": "no_models_found"}) except : return jsonify({"status": "failed"}) return jsonify({"status": "error"}) def set_model(self): data = request.get_json() model = str(data["model"]) if self.config['model']!= model: print("set_model: New model selected") self.config['model'] = model # Build chatbot return jsonify(self.process.set_config(self.config)) return jsonify({"status": "succeeded"}) def update_model_params(self): data = request.get_json() backend = str(data["backend"]) model = str(data["model"]) personality_language = str(data["personality_language"]) personality_category = str(data["personality_category"]) personality = str(data["personality"]) if self.config['backend']!=backend or self.config['model'] != model: print("update_model_params: New model selected") self.config['backend'] = backend self.config['model'] = model self.config['personality_language'] = personality_language self.config['personality_category'] = personality_category self.config['personality'] = personality personality_fn = f"personalities/{self.config['personality_language']}/{self.config['personality_category']}/{self.config['personality']}" print(f"Loading personality : {personality_fn}") self.config['n_predict'] = int(data["nPredict"]) self.config['seed'] = int(data["seed"]) self.config['model'] = str(data["model"]) self.config['voice'] = str(data["voice"]) self.config['language'] = str(data["language"]) self.config['temperature'] = float(data["temperature"]) self.config['top_k'] = int(data["topK"]) self.config['top_p'] = float(data["topP"]) self.config['repeat_penalty'] = float(data["repeatPenalty"]) self.config['repeat_last_n'] = int(data["repeatLastN"]) save_config(self.config, self.config_file_path) # Fixed missing argument self.backend = self.process.rebuild_backend(self.config) print("==============================================") print("Parameters changed to:") print(f"\tBackend:{self.config['backend']}") print(f"\tModel:{self.config['model']}") print(f"\tPersonality language:{self.config['personality_language']}") print(f"\tPersonality category:{self.config['personality_category']}") print(f"\tPersonality:{self.config['personality']}") print(f"\tLanguage:{self.config['language']}") print(f"\tVoice:{self.config['voice']}") print(f"\tTemperature:{self.config['temperature']}") print(f"\tNPredict:{self.config['n_predict']}") print(f"\tSeed:{self.config['seed']}") print(f"\top_k:{self.config['top_k']}") print(f"\top_p:{self.config['top_p']}") print(f"\trepeat_penalty:{self.config['repeat_penalty']}") print(f"\trepeat_last_n:{self.config['repeat_last_n']}") print("==============================================") return jsonify(self.process.set_config(self.config)) def get_available_models(self): """Get the available models Returns: _type_: _description_ """ if self.backend is None: return jsonify([]) model_list = self.backend.get_available_models() models = [] for model in model_list: try: filename = model.get('filename',"") server = model.get('server',"") image_url = model.get("image_url", '/icons/default.png') license = model.get("license", 'unknown') owner = model.get("owner", 'unknown') owner_link = model.get("owner_link", 'https://github.com/ParisNeo') filesize = int(model.get('filesize',0)) description = model.get('description',"") if server.endswith("/"): path = f'{server}{filename}' else: path = f'{server}/{filename}' local_path = Path(f'./models/{self.config["backend"]}/{filename}') is_installed = local_path.exists() models.append({ 'title': filename, 'icon': image_url, # Replace with the path to the model icon 'license': license, 'owner': owner, 'owner_link': owner_link, 'description': description, 'isInstalled': is_installed, 'path': path, 'filesize': filesize, }) except Exception as ex: print("#################################") print(ex) print("#################################") print(f"Problem with model : {model}") return jsonify(models) def get_config(self): return jsonify(self.config) def main(self): return render_template("main.html") def settings(self): return render_template("settings.html") def help(self): return render_template("help.html") def training(self): return render_template("training.html") def extensions(self): return render_template("extensions.html") if __name__ == "__main__": parser = argparse.ArgumentParser(description="Start the chatbot Flask app.") parser.add_argument( "-c", "--config", type=str, default="default", help="Sets the configuration file to be used." ) parser.add_argument( "-p", "--personality", type=str, default=None, help="Selects the personality to be using." ) parser.add_argument( "-s", "--seed", type=int, default=None, help="Force using a specific seed value." ) parser.add_argument( "-m", "--model", type=str, default=None, help="Force using a specific model." ) parser.add_argument( "--temp", type=float, default=None, help="Temperature parameter for the model." ) parser.add_argument( "--n_predict", type=int, default=None, help="Number of tokens to predict at each step.", ) parser.add_argument( "--n_threads", type=int, default=None, help="Number of threads to use.", ) parser.add_argument( "--top_k", type=int, default=None, help="Value for the top-k sampling." ) parser.add_argument( "--top_p", type=float, default=None, help="Value for the top-p sampling." ) parser.add_argument( "--repeat_penalty", type=float, default=None, help="Penalty for repeated tokens." ) parser.add_argument( "--repeat_last_n", type=int, default=None, help="Number of previous tokens to consider for the repeat penalty.", ) parser.add_argument( "--ctx_size", type=int, default=None,#2048, help="Size of the context window for the model.", ) parser.add_argument( "--debug", dest="debug", action="store_true", default=None, help="launch Flask server in debug mode", ) parser.add_argument( "--host", type=str, default=None, help="the hostname to listen on" ) parser.add_argument("--port", type=int, default=None, help="the port to listen on") parser.add_argument( "--db_path", type=str, default=None, help="Database path" ) args = parser.parse_args() # The default configuration must be kept unchanged as it is committed to the repository, # so we have to make a copy that is not comitted default_config = load_config(f"configs/default.yaml") if args.config=="default": args.config = "local_default" if not Path(f"configs/local_default.yaml").exists(): print("No local configuration file found. Building from scratch") shutil.copy(f"configs/default.yaml", f"configs/local_default.yaml") config_file_path = f"configs/{args.config}.yaml" config = load_config(config_file_path) if "version" not in config or int(config["version"])