mirror of
https://github.com/ParisNeo/lollms-webui.git
synced 2024-12-21 05:13:10 +00:00
960 lines
39 KiB
Python
960 lines
39 KiB
Python
######
|
|
# 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("/<path:filename>", "serve_static", self.serve_static, methods=["GET"])
|
|
self.add_endpoint("/personalities/<path:filename>", "serve_personalities", self.serve_personalities, methods=["GET"])
|
|
self.add_endpoint("/outputs/<path:filename>", "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"]
|
|
discussions = self.db.export_discussions_to_json(discussion_ids)
|
|
return jsonify(discussions)
|
|
|
|
|
|
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":<the setting name>,"setting_value":<the 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"])<int(default_config["version"]):
|
|
#Upgrade old configuration files to new format
|
|
print("Configuration file is very old. Replacing with default configuration")
|
|
for key, value in default_config.items():
|
|
if key not in config:
|
|
config[key] = value
|
|
config["version"]=int(default_config["version"])
|
|
save_config(config, config_file_path)
|
|
|
|
# Override values in config with command-line arguments
|
|
for arg_name, arg_value in vars(args).items():
|
|
if arg_value is not None:
|
|
config[arg_name] = arg_value
|
|
|
|
# executor = ThreadPoolExecutor(max_workers=1)
|
|
# app.config['executor'] = executor
|
|
bot = Gpt4AllWebUI(app, socketio, config, config_file_path)
|
|
|
|
# chong Define custom WebSocketHandler with error handling
|
|
class CustomWebSocketHandler(WebSocketHandler):
|
|
def handle_error(self, environ, start_response, e):
|
|
# Handle the error here
|
|
print("WebSocket error:", e)
|
|
super().handle_error(environ, start_response, e)
|
|
|
|
url = f'http://{config["host"]}:{config["port"]}'
|
|
|
|
print(f"Please open your browser and go to {url} to view the ui")
|
|
|
|
# chong -add socket server
|
|
app.config['debug'] = config["debug"]
|
|
|
|
if config["debug"]:
|
|
print("debug mode:true")
|
|
else:
|
|
print("debug mode:false")
|
|
|
|
http_server = WSGIServer((config["host"], config["port"]), app, handler_class=WebSocketHandler)
|
|
http_server.serve_forever()
|