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app.py
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######
# Project : lollms-webui
# Author : ParisNeo with the help of the community
# license : Apache 2.0
# Description :
# A front end Flask application for llamacpp models.
# The official LOLLMS Web ui
# Made by the community for the community
######
__author__ = "parisneo"
__github__ = "https://github.com/ParisNeo/lollms-webui"
__copyright__ = "Copyright 2023, "
__license__ = "Apache 2.0"
__version__ ="8.0"
main_repo = "https://github.com/ParisNeo/lollms-webui.git"
import os
import platform
import sys
from flask import request, jsonify
import io
import sys
import time
import traceback
import webbrowser
from pathlib import Path
from lollms.config import InstallOption
from lollms.main_config import LOLLMSConfig
from lollms.paths import LollmsPaths, gptqlora_repo
from lollms.com import NotificationType, NotificationDisplayType
from lollms.utilities import AdvancedGarbageCollector, reinstall_pytorch_with_cuda, convert_language_name, find_first_available_file_index
lollms_paths = LollmsPaths.find_paths(force_local=True, custom_default_cfg_path="configs/config.yaml")
# Configuration loading part
config = LOLLMSConfig.autoload(lollms_paths)
def run_update_script(args=None):
update_script = Path(__file__).parent/"update_script.py"
# Convert Namespace object to a dictionary
if args:
args_dict = vars(args)
else:
args_dict = {}
# Filter out any key-value pairs where the value is None
valid_args = {key: value for key, value in args_dict.items() if value is not None}
# Save the arguments to a temporary file
temp_file = Path(__file__).parent/"temp_args.txt"
with open(temp_file, "w") as file:
# Convert the valid_args dictionary to a string in the format "key1 value1 key2 value2 ..."
arg_string = " ".join([f"--{key} {value}" for key, value in valid_args.items()])
file.write(arg_string)
os.system(f"python {update_script}")
sys.exit(0)
from lollms.helpers import ASCIIColors, get_trace_exception, trace_exception
try:
import git
import logging
import argparse
import json
import traceback
import subprocess
import signal
from lollms.binding import BindingBuilder
from lollms.personality import AIPersonality
from lollms.config import BaseConfig
from lollms.extension import LOLLMSExtension, ExtensionBuilder
from flask_cors import CORS
from api.db import Discussion
from flask import (
Flask,
jsonify,
render_template,
request,
send_from_directory
)
from flask_socketio import SocketIO
import yaml
from geventwebsocket.handler import WebSocketHandler
import logging
import psutil
from lollms.main_config import LOLLMSConfig
from typing import Optional
import gc
import pkg_resources
from api.config import load_config
from api import LoLLMsAPI
import shutil
import socket
from api.db import DiscussionsDB, Discussion
from safe_store import TextVectorizer, VectorizationMethod, VisualizationMethod
from tqdm import tqdm
try:
import mimetypes
mimetypes.add_type('application/javascript', '.js')
mimetypes.add_type('text/css', '.css')
except:
ASCIIColors.yellow("Couldn't set mimetype")
def check_module_update_(repo_path, branch_name="main"):
try:
# Open the repository
ASCIIColors.yellow(f"Checking for updates from {repo_path}")
repo = git.Repo(repo_path)
# Fetch updates from the remote for the specified branch
repo.remotes.origin.fetch(refspec=f"refs/heads/{branch_name}:refs/remotes/origin/{branch_name}")
# Compare the local and remote commit IDs for the specified branch
local_commit = repo.head.commit
remote_commit = repo.remotes.origin.refs[branch_name].commit
# Check if the local branch is behind the remote branch
is_behind = repo.is_ancestor(local_commit, remote_commit) and local_commit!= remote_commit
ASCIIColors.yellow(f"update availability: {is_behind}")
# Return True if the local branch is behind the remote branch
return is_behind
except Exception as e:
# Handle any errors that may occur during the fetch process
# trace_exception(e)
return False
def check_update_(branch_name="main"):
try:
# Open the repository
repo_path = str(Path(__file__).parent)
if check_module_update_(repo_path, branch_name):
return True
repo_path = str(Path(__file__).parent/"lollms_core")
if check_module_update_(repo_path, branch_name):
return True
repo_path = str(Path(__file__).parent/"utilities/safe_store")
if check_module_update_(repo_path, branch_name):
return True
return False
except Exception as e:
# Handle any errors that may occur during the fetch process
# trace_exception(e)
return False
log = logging.getLogger('werkzeug')
log.setLevel(logging.ERROR)
app = Flask("Lollms-WebUI", static_url_path="/static", static_folder="static")
CORS(app)
from flask_compress import Compress
# async_mode='gevent', ping_timeout=1200, ping_interval=120,
socketio = SocketIO(app, cors_allowed_origins="*", async_mode='gevent', ping_timeout=1200, ping_interval=120)
#socketio = SocketIO(app, cors_allowed_origins="*", async_mode='threading',engineio_options={'websocket_compression': True, 'websocket_ping_interval': 20, 'websocket_ping_timeout': 120, 'websocket_max_queue': 100})
compress = Compress(app)
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)
def get_ip_address():
# Create a socket object
sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
try:
# Connect to a remote host (doesn't matter which one)
sock.connect(('8.8.8.8', 80))
# Get the local IP address of the socket
ip_address = sock.getsockname()[0]
return ip_address
except socket.error:
return None
finally:
# Close the socket
sock.close()
def run_restart_script(args):
restart_script = Path(__file__).parent/"restart_script.py"
# Convert Namespace object to a dictionary
args_dict = vars(args)
# Filter out any key-value pairs where the value is None
valid_args = {key: value for key, value in args_dict.items() if value is not None}
# Save the arguments to a temporary file
temp_file = Path(__file__).parent/"temp_args.txt"
with open(temp_file, "w") as file:
# Convert the valid_args dictionary to a string in the format "key1 value1 key2 value2 ..."
arg_string = " ".join([f"--{key} {value}" for key, value in valid_args.items()])
file.write(arg_string)
os.system(f"python {restart_script}")
sys.exit(0)
class LoLLMsWebUI(LoLLMsAPI):
def __init__(self, args, _app, _socketio, config:LOLLMSConfig, config_file_path:Path|str, lollms_paths:LollmsPaths) -> None:
self.args = args
if config.auto_update:
if check_update_():
ASCIIColors.info("New version found. Updating!")
run_update_script()
if len(config.personalities)==0:
config.personalities.append("generic/lollms")
config["active_personality_id"] = 0
config.save_config()
if config["active_personality_id"]>=len(config["personalities"]) or config["active_personality_id"]<0:
config["active_personality_id"] = 0
super().__init__(config, _socketio, config_file_path, lollms_paths)
self.app = _app
self.cancel_gen = False
app.template_folder = "web/dist"
if len(config["personalities"])>0:
self.personality_category= config["personalities"][config["active_personality_id"]].split("/")[0]
self.personality_name= config["personalities"][config["active_personality_id"]].split("/")[1]
else:
self.personality_category = "generic"
self.personality_name = "lollms"
# =========================================================================================
# Endpoints
# =========================================================================================
self.add_endpoint(
"/get_current_personality_files_list", "get_current_personality_files_list", self.get_current_personality_files_list, methods=["GET"]
)
self.add_endpoint(
"/clear_personality_files_list", "clear_personality_files_list", self.clear_personality_files_list, methods=["GET"]
)
self.add_endpoint("/start_training", "start_training", self.start_training, methods=["POST"])
self.add_endpoint("/get_lollms_version", "get_lollms_version", self.get_lollms_version, methods=["GET"])
self.add_endpoint("/get_lollms_webui_version", "get_lollms_webui_version", self.get_lollms_webui_version, methods=["GET"])
self.add_endpoint("/reload_binding", "reload_binding", self.reload_binding, methods=["POST"])
self.add_endpoint("/restart_program", "restart_program", self.restart_program, methods=["GET"])
self.add_endpoint("/update_software", "update_software", self.update_software, methods=["GET"])
self.add_endpoint("/clear_uploads", "clear_uploads", self.clear_uploads, methods=["GET"])
self.add_endpoint("/selectdb", "selectdb", self.selectdb, methods=["GET"])
self.add_endpoint("/check_update", "check_update", self.check_update, methods=["GET"])
self.add_endpoint("/post_to_personality", "post_to_personality", self.post_to_personality, methods=["POST"])
self.add_endpoint("/install_model_from_path", "install_model_from_path", self.install_model_from_path, methods=["GET"])
self.add_endpoint("/install_binding", "install_binding", self.install_binding, methods=["POST"])
self.add_endpoint("/unInstall_binding", "unInstall_binding", self.unInstall_binding, methods=["POST"])
self.add_endpoint("/reinstall_binding", "reinstall_binding", self.reinstall_binding, methods=["POST"])
self.add_endpoint("/reinstall_personality", "reinstall_personality", self.reinstall_personality, methods=["POST"])
self.add_endpoint("/reinstall_extension", "reinstall_extension", self.reinstall_extension, methods=["POST"])
self.add_endpoint("/switch_personal_path", "switch_personal_path", self.switch_personal_path, methods=["POST"])
self.add_endpoint("/add_reference_to_local_model", "add_reference_to_local_model", self.add_reference_to_local_model, methods=["POST"])
self.add_endpoint("/add_model_reference", "add_model_reference", self.add_model_reference, methods=["POST"])
self.add_endpoint("/upload_model", "upload_model", self.upload_model, methods=["POST"])
self.add_endpoint("/upload_avatar", "upload_avatar", self.upload_avatar, methods=["POST"])
self.add_endpoint("/list_mounted_personalities", "list_mounted_personalities", self.list_mounted_personalities, methods=["POST"])
self.add_endpoint("/mount_personality", "mount_personality", self.p_mount_personality, methods=["POST"])
self.add_endpoint("/remount_personality", "remount_personality", self.p_remount_personality, methods=["POST"])
self.add_endpoint("/mount_extension", "mount_extension", self.p_mount_extension, methods=["POST"])
self.add_endpoint("/remount_extension", "remount_extension", self.p_remount_extension, methods=["POST"])
self.add_endpoint("/unmount_personality", "unmount_personality", self.p_unmount_personality, methods=["POST"])
self.add_endpoint("/select_personality", "select_personality", self.p_select_personality, methods=["POST"])
self.add_endpoint("/get_personality_settings", "get_personality_settings", self.get_personality_settings, methods=["POST"])
self.add_endpoint("/get_active_personality_settings", "get_active_personality_settings", self.get_active_personality_settings, methods=["GET"])
self.add_endpoint("/get_active_binding_settings", "get_active_binding_settings", self.get_active_binding_settings, methods=["GET"])
self.add_endpoint("/set_active_personality_settings", "set_active_personality_settings", self.set_active_personality_settings, methods=["POST"])
self.add_endpoint("/set_active_binding_settings", "set_active_binding_settings", self.set_active_binding_settings, methods=["POST"])
self.add_endpoint(
"/disk_usage", "disk_usage", self.disk_usage, methods=["GET"]
)
self.add_endpoint(
"/ram_usage", "ram_usage", self.ram_usage, methods=["GET"]
)
self.add_endpoint(
"/vram_usage", "vram_usage", self.vram_usage, methods=["GET"]
)
self.add_endpoint(
"/list_bindings", "list_bindings", self.list_bindings, methods=["GET"]
)
self.add_endpoint(
"/list_models", "list_models", self.list_models, methods=["GET"]
)
self.add_endpoint(
"/get_active_model", "get_active_model", self.get_active_model, 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_databases", "list_databases", self.list_databases, methods=["GET"]
)
self.add_endpoint("/select_database", "select_database", self.select_database, methods=["POST"])
self.add_endpoint(
"/list_extensions_categories", "list_extensions_categories", self.list_extensions_categories, methods=["GET"]
)
self.add_endpoint(
"/list_extensions", "list_extensions", self.list_extensions, methods=["GET"]
)
self.add_endpoint(
"/list_discussions", "list_discussions", self.list_discussions, methods=["GET"]
)
self.add_endpoint("/delete_personality", "delete_personality", self.delete_personality, methods=["GET"])
self.add_endpoint("/", "", self.index, methods=["GET"])
self.add_endpoint("/settings/", "", self.index, methods=["GET"])
self.add_endpoint("/playground/", "", self.index, methods=["GET"])
self.add_endpoint("/<path:filename>", "serve_static", self.serve_static, methods=["GET"])
self.add_endpoint("/user_infos/<path:filename>", "serve_user_infos", self.serve_user_infos, methods=["GET"])
self.add_endpoint("/audio/<path:filename>", "serve_audio", self.serve_audio, methods=["GET"])
self.add_endpoint("/images/<path:filename>", "serve_images", self.serve_images, methods=["GET"])
self.add_endpoint("/extensions/<path:filename>", "serve_extensions", self.serve_extensions, methods=["GET"])
self.add_endpoint("/bindings/<path:filename>", "serve_bindings", self.serve_bindings, 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("/data/<path:filename>", "serve_data", self.serve_data, methods=["GET"])
self.add_endpoint("/help/<path:filename>", "serve_help", self.serve_help, methods=["GET"])
self.add_endpoint("/uploads/<path:filename>", "serve_uploads", self.serve_uploads, 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("/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("/make_title", "make_title", self.make_title, methods=["POST"])
self.add_endpoint("/get_server_address", "get_server_address", self.get_server_address, methods=["GET"])
self.add_endpoint("/get_model_status", "get_model_status", self.get_model_status, methods=["GET"])
self.add_endpoint(
"/delete_discussion",
"delete_discussion",
self.delete_discussion,
methods=["POST"],
)
self.add_endpoint(
"/edit_message", "edit_message", self.edit_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(
"/get_config", "get_config", self.get_config, methods=["GET"]
)
self.add_endpoint(
"/get_current_personality_path_infos", "get_current_personality_path_infos", self.get_current_personality_path_infos, 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(
"/upgrade_to_gpu", "upgrade_to_gpu", self.upgrade_to_gpu, 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"]
)
self.add_endpoint(
"/import_multiple_discussions", "import_multiple_discussions", self.import_multiple_discussions, methods=["POST"]
)
self.add_endpoint(
"/list_voices", "list_voices", self.list_voices, methods=["GET"]
)
self.add_endpoint(
"/set_voice", "set_voice", self.set_voice, methods=["POST"]
)
self.add_endpoint(
"/read", "read", self.read, methods=["POST"]
)
self.add_endpoint(
"/get_presets", "get_presets", self.get_presets, methods=["GET"]
)
self.add_endpoint(
"/add_preset", "add_preset", self.add_preset, methods=["POST"]
)
self.add_endpoint(
"/save_presets", "save_presets", self.save_presets, methods=["POST"]
)
self.add_endpoint(
"/execute_code", "execute_code", self.execute_code, methods=["POST"]
)
self.add_endpoint(
"/open_code_folder", "open_code_folder", self.open_code_folder, methods=["POST"]
)
self.add_endpoint(
"/open_code_folder_in_vs_code", "open_code_folder_in_vs_code", self.open_code_folder_in_vs_code, methods=["POST"]
)
self.add_endpoint(
"/open_code_in_vs_code", "open_code_in_vs_code", self.open_code_in_vs_code, methods=["POST"]
)
self.add_endpoint(
"/open_file", "open_file", self.open_file, methods=["GET"]
)
self.add_endpoint(
"/update_binding_settings", "update_binding_settings", self.update_binding_settings, methods=["GET"]
)
def update_binding_settings(self):
if self.binding:
self.binding.settings_updated()
ASCIIColors.green("Binding setting updated successfully")
return jsonify({"status":True})
else:
return jsonify({"status":False, 'error':"no binding found"})
def reload_binding(self, data):
print(f"Roloading binding selected : {data['binding_name']}")
self.config["binding_name"]=data['binding_name']
try:
if self.binding:
self.binding.destroy_model()
self.binding = None
self.model = None
for per in self.mounted_personalities:
per.model = None
gc.collect()
self.binding = BindingBuilder().build_binding(self.config, self.lollms_paths, InstallOption.INSTALL_IF_NECESSARY, lollmsCom=self)
self.model = None
self.config.save_config()
ASCIIColors.green("Binding loaded successfully")
except Exception as ex:
ASCIIColors.error(f"Couldn't build binding: [{ex}]")
trace_exception(ex)
return jsonify({"status":False, 'error':str(ex)})
def get_model_status(self):
return jsonify({"status":self.model is not None})
def get_server_address(self):
server_address = request.host_url
return server_address
def execute_python(self, code, discussion_id, message_id):
def spawn_process(code):
"""Executes Python code and returns the output as JSON."""
# Start the timer.
start_time = time.time()
# Create a temporary file.
root_folder = self.lollms_paths.personal_outputs_path/"discussions"/f"d_{discussion_id}"
root_folder.mkdir(parents=True,exist_ok=True)
tmp_file = root_folder/f"ai_code_{message_id}.py"
with open(tmp_file,"w",encoding="utf8") as f:
f.write(code)
try:
# Execute the Python code in a temporary file.
process = subprocess.Popen(
["python", str(tmp_file)],
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
cwd=root_folder
)
# Get the output and error from the process.
output, error = process.communicate()
except Exception as ex:
# Stop the timer.
execution_time = time.time() - start_time
error_message = f"Error executing Python code: {ex}"
error_json = {"output": "<div class='text-red-500'>"+ex+"\n"+get_trace_exception(ex)+"</div>", "execution_time": execution_time}
return json.dumps(error_json)
# Stop the timer.
execution_time = time.time() - start_time
# Check if the process was successful.
if process.returncode != 0:
# The child process threw an exception.
error_message = f"Error executing Python code: {error.decode('utf8')}"
error_json = {"output": "<div class='text-red-500'>"+error_message+"</div>", "execution_time": execution_time}
return json.dumps(error_json)
# The child process was successful.
output_json = {"output": output.decode("utf8"), "execution_time": execution_time}
return json.dumps(output_json)
return spawn_process(code)
def execute_bash(self, code, discussion_id, message_id):
def spawn_process(code):
"""Executes Python code and returns the output as JSON."""
# Start the timer.
start_time = time.time()
# Create a temporary file.
root_folder = self.lollms_paths.personal_outputs_path/"discussions"/f"d_{discussion_id}"
root_folder.mkdir(parents=True,exist_ok=True)
try:
# Execute the Python code in a temporary file.
process = subprocess.Popen(
code,
shell=True,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
)
# Get the output and error from the process.
output, error = process.communicate()
except Exception as ex:
# Stop the timer.
execution_time = time.time() - start_time
error_message = f"Error executing Python code: {ex}"
error_json = {"output": "<div class='text-red-500'>"+str(ex)+"\n"+get_trace_exception(ex)+"</div>", "execution_time": execution_time}
return json.dumps(error_json)
# Stop the timer.
execution_time = time.time() - start_time
# Check if the process was successful.
if process.returncode != 0:
# The child process threw an exception.
error_message = f"Error executing Python code: {error.decode('utf8')}"
error_json = {"output": "<div class='text-red-500'>"+error_message+"</div>", "execution_time": execution_time}
return json.dumps(error_json)
# The child process was successful.
output_json = {"output": output.decode("utf8"), "execution_time": execution_time}
return json.dumps(output_json)
return spawn_process(code)
def execute_code(self):
"""Executes Python code and returns the output."""
data = request.get_json()
code = data["code"]
discussion_id = data.get("discussion_id","unknown_discussion")
message_id = data.get("message_id","unknown_message")
language = data.get("language","python")
ASCIIColors.info("Executing python code:")
ASCIIColors.yellow(code)
if language=="python":
return self.execute_python(code, discussion_id, message_id)
elif language in ["bash","shell","cmd","powershell"]:
return self.execute_bash(code, discussion_id, message_id)
return {"output": "Unsupported language", "execution_time": 0}
def open_code_folder_in_vs_code(self):
"""Opens code folder in vs code."""
data = request.get_json()
code = data["code"]
discussion_id = data.get("discussion_id","unknown_discussion")
message_id = data.get("message_id","unknown_message")
language = data.get("language","python")
ASCIIColors.info("Opening folder:")
# Create a temporary file.
root_folder = self.lollms_paths.personal_outputs_path/"discussions"/f"d_{discussion_id}"
root_folder.mkdir(parents=True,exist_ok=True)
tmp_file = root_folder/f"ai_code_{message_id}.py"
with open(tmp_file,"w") as f:
f.write(code)
os.system('code ' + str(root_folder))
return {"output": "OK", "execution_time": 0}
def open_file(self):
"""Opens code in vs code."""
path = request.args.get('path')
os.system("start "+path)
return {"output": "OK", "execution_time": 0}
def open_code_in_vs_code(self):
"""Opens code in vs code."""
data = request.get_json()
discussion_id = data.get("discussion_id","unknown_discussion")
message_id = data.get("message_id","")
code = data["code"]
discussion_id = data.get("discussion_id","unknown_discussion")
message_id = data.get("message_id","unknown_message")
language = data.get("language","python")
ASCIIColors.info("Opening folder:")
# Create a temporary file.
root_folder = self.lollms_paths.personal_outputs_path/"discussions"/f"d_{discussion_id}"/f"{message_id}.py"
root_folder.mkdir(parents=True,exist_ok=True)
tmp_file = root_folder/f"ai_code_{message_id}.py"
with open(tmp_file,"w") as f:
f.write(code)
os.system('code ' + str(root_folder))
return {"output": "OK", "execution_time": 0}
def open_code_folder(self):
"""Opens code folder."""
data = request.get_json()
discussion_id = data.get("discussion_id","unknown_discussion")
ASCIIColors.info("Opening folder:")
# Create a temporary file.
root_folder = self.lollms_paths.personal_outputs_path/"discussions"/f"d_{discussion_id}"
root_folder.mkdir(parents=True,exist_ok=True)
if platform.system() == 'Windows':
os.startfile(str(root_folder))
elif platform.system() == 'Linux':
os.system('xdg-open ' + str(root_folder))
elif platform.system() == 'Darwin':
os.system('open ' + str(root_folder))
return {"output": "OK", "execution_time": 0}
def copy_files(self, src, dest):
for item in os.listdir(src):
src_file = os.path.join(src, item)
dest_file = os.path.join(dest, item)
if os.path.isfile(src_file):
shutil.copy2(src_file, dest_file)
def get_presets(self):
presets = []
presets_folder = Path("__file__").parent/"presets"
for filename in presets_folder.glob('*.yaml'):
with open(filename, 'r', encoding='utf-8') as file:
preset = yaml.safe_load(file)
if preset is not None:
presets.append(preset)
presets_folder = self.lollms_paths.personal_databases_path/"lollms_playground_presets"
presets_folder.mkdir(exist_ok=True, parents=True)
for filename in presets_folder.glob('*.yaml'):
with open(filename, 'r', encoding='utf-8') as file:
preset = yaml.safe_load(file)
if preset is not None:
presets.append(preset)
return jsonify(presets)
def list_voices(self):
ASCIIColors.yellow("Listing voices")
voices=["main_voice"]
voices_dir:Path=lollms_paths.custom_voices_path
voices += [v.stem for v in voices_dir.iterdir() if v.suffix==".wav"]
return jsonify({"voices":voices})
def set_voice(self):
data = request.get_json()
self.config.current_voice=data["voice"]
if self.config.auto_save:
self.config.save_config()
return jsonify({"status":True})
def read(self):
# Get the JSON data from the POST request.
try:
from lollms.audio_gen_modules.lollms_xtts import LollmsXTTS
if self.tts is None:
self.tts = LollmsXTTS(self, voice_samples_path=Path(__file__).parent/"voices")
except:
return jsonify({"url": None})
data = request.get_json()
voice=data.get("voice",self.config.current_voice)
index = find_first_available_file_index(self.tts.output_folder, "voice_sample_",".wav")
output_fn=data.get("fn",f"voice_sample_{index}.wav")
if voice is None:
voice = "main_voice"
self.info("Starting to build voice")
try:
from lollms.audio_gen_modules.lollms_xtts import LollmsXTTS
if self.tts is None:
self.tts = LollmsXTTS(self, voice_samples_path=Path(__file__).parent/"voices")
language = self.config.current_language# convert_language_name()
if voice!="main_voice":
voices_folder = self.lollms_paths.custom_voices_path
else:
voices_folder = Path(__file__).parent/"voices"
self.tts.set_speaker_folder(voices_folder)
url = f"audio/{output_fn}"
self.tts.tts_to_file(data['text'], f"{voice}.wav", f"{output_fn}", language=language)
self.info("Voice file ready")
return jsonify({"url": url})
except:
return jsonify({"url": None})
def add_preset(self):
# Get the JSON data from the POST request.
preset_data = request.get_json()
presets_folder = self.lollms_paths.personal_databases_path/"lollms_playground_presets"
if not presets_folder.exists():
presets_folder.mkdir(exist_ok=True, parents=True)
fn = preset_data["name"].lower().replace(" ","_")
filename = presets_folder/f"{fn}.yaml"
with open(filename, 'w', encoding='utf-8') as file:
yaml.dump(preset_data, file)
return jsonify({"status": True})
def del_preset(self):
presets_folder = self.lollms_paths.personal_databases_path/"lollms_playground_presets"
if not presets_folder.exists():
presets_folder.mkdir(exist_ok=True, parents=True)
self.copy_files("presets",presets_folder)
presets = []
for filename in presets_folder.glob('*.yaml'):
print(filename)
with open(filename, 'r') as file:
preset = yaml.safe_load(file)
if preset is not None:
presets.append(preset)
return jsonify(presets)
def save_presets(self):
"""Saves a preset to a file.
Args:
None.
Returns:
None.
"""
# Get the JSON data from the POST request.
preset_data = request.get_json()
presets_file = self.lollms_paths.personal_databases_path/"presets.json"
# Save the JSON data to a file.
with open(presets_file, "w") as f:
json.dump(preset_data, f, indent=4)
return jsonify({"status":True,"message":"Preset saved successfully!"})
def export_multiple_discussions(self):
data = request.get_json()
discussion_ids = data["discussion_ids"]
export_format = data["export_format"]
if export_format=="json":
discussions = self.db.export_discussions_to_json(discussion_ids)
elif export_format=="markdown":
discussions = self.db.export_discussions_to_markdown(discussion_ids)
else:
discussions = self.db.export_discussions_to_markdown(discussion_ids)
return jsonify(discussions)
def import_multiple_discussions(self):
discussions = request.get_json()["jArray"]
self.db.import_from_json(discussions)
return jsonify(discussions)
def reset(self):
os.kill(os.getpid(), signal.SIGINT) # Send the interrupt signal to the current process
subprocess.Popen(['python', 'app.py']) # Restart the app using subprocess
return 'App is resetting...'
def save_settings(self):
self.config.save_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):
ASCIIColors.yellow("Listing all personalities")
personalities_folder = self.lollms_paths.personalities_zoo_path
personalities = {}
for category_folder in [self.lollms_paths.custom_personalities_path] + list(personalities_folder.iterdir()):
cat = category_folder.stem
if category_folder.is_dir() and not category_folder.stem.startswith('.'):
personalities[cat if category_folder!=self.lollms_paths.custom_personalities_path else "custom_personalities"] = []
for personality_folder in category_folder.iterdir():
pers = personality_folder.stem
if personality_folder.is_dir() and not personality_folder.stem.startswith('.'):
personality_info = {"folder":personality_folder.stem}
config_path = personality_folder / 'config.yaml'
if not config_path.exists():
"""
try:
shutil.rmtree(str(config_path.parent))
ASCIIColors.warning(f"Deleted useless personality: {config_path.parent}")
except Exception as ex:
ASCIIColors.warning(f"Couldn't delete personality ({ex})")
"""
continue
try:
scripts_path = personality_folder / 'scripts'
personality_info['has_scripts'] = scripts_path.exists()
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['disclaimer'] = config_data.get('disclaimer',"")
personality_info['author'] = config_data.get('author', 'ParisNeo')
personality_info['version'] = config_data.get('version', '1.0.0')
personality_info['installed'] = (self.lollms_paths.personal_configuration_path/f"personality_{personality_folder.stem}.yaml").exists() or personality_info['has_scripts']
personality_info['help'] = config_data.get('help', '')
personality_info['commands'] = config_data.get('commands', '')
languages_path = personality_folder/ 'languages'
real_assets_path = personality_folder/ 'assets'
assets_path = Path("personalities") / cat / pers / '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'
svg_logo_path = assets_path / 'logo.svg'
bmp_logo_path = assets_path / 'logo.bmp'
gif_logo_path_ = real_assets_path / 'logo.gif'
webp_logo_path_ = real_assets_path / 'logo.webp'
png_logo_path_ = real_assets_path / 'logo.png'
jpg_logo_path_ = real_assets_path / 'logo.jpg'
jpeg_logo_path_ = real_assets_path / 'logo.jpeg'
svg_logo_path_ = real_assets_path / 'logo.svg'
bmp_logo_path_ = real_assets_path / 'logo.bmp'
if languages_path.exists():
personality_info['languages']= [""]+[f.stem for f in languages_path.iterdir() if f.suffix==".yaml"]
else:
personality_info['languages']=None
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 svg_logo_path_.exists():
personality_info['avatar'] = str(svg_logo_path).replace("\\","/")
elif bmp_logo_path_.exists():
personality_info['avatar'] = str(bmp_logo_path).replace("\\","/")
else:
personality_info['avatar'] = ""
personalities[cat if category_folder!=self.lollms_paths.custom_personalities_path else "custom_personalities"].append(personality_info)
except Exception as ex:
ASCIIColors.warning(f"Couldn't load personality from {personality_folder} [{ex}]")
trace_exception(ex)
ASCIIColors.green("OK")
return json.dumps(personalities)
def get_personality(self):
category = request.args.get('category')
name = request.args.get('name')
if category == "custom_personalities":
personality_folder = self.lollms_paths.custom_personalities_path/f"{name}"