mirror of
https://github.com/ParisNeo/lollms-webui.git
synced 2025-01-18 02:39:47 +00:00
working model and backend selection
This commit is contained in:
Saifeddine ALOUI
ParisNeo
parent
d633aa9d4a
commit
1c9307a23e
61
app.py
61
app.py
@ -51,9 +51,8 @@ app.config['SECRET_KEY'] = 'secret!'
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# Set the logging level to WARNING or higher
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logging.getLogger('socketio').setLevel(logging.WARNING)
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logging.getLogger('engineio').setLevel(logging.WARNING)
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# Suppress Flask's default console output
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log = logging.getLogger('werkzeug')
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log.setLevel(logging.ERROR)
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logging.getLogger('werkzeug').setLevel(logging.ERROR)
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logging.basicConfig(level=logging.WARNING)
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import time
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from gpt4all_api.config import load_config, save_config
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@ -192,6 +191,10 @@ class Gpt4AllWebUI(GPT4AllAPI):
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self.add_endpoint(
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"/update_setting", "update_setting", self.update_setting, methods=["POST"]
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)
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self.add_endpoint(
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"/apply_settings", "apply_settings", self.apply_settings, methods=["POST"]
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)
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self.add_endpoint(
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"/save_settings", "save_settings", self.save_settings, methods=["POST"]
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@ -293,29 +296,16 @@ class Gpt4AllWebUI(GPT4AllAPI):
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elif setting_name== "model":
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self.config["model"]=data['setting_value']
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print("update_settings : New model selected")
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# Build chatbot
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self.process.set_config(self.config)
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elif setting_name== "backend":
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print("New backend selected")
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if self.config['backend']!= data['setting_value']:
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print("New backend selected")
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self.config["backend"]=data['setting_value']
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backend_ =self.process.rebuild_backend(self.config)
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models = backend_.list_models(self.config)
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if len(models)>0:
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self.backend = backend_
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self.config['model'] = models[0]
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# Build chatbot
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self.process.set_config(self.config)
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if self.config["debug"]:
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print(f"Configuration {data['setting_name']} set to {data['setting_value']}")
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return jsonify({'setting_name': data['setting_name'], "status":True})
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else:
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if self.config["debug"]:
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print(f"Configuration {data['setting_name']} couldn't be set to {data['setting_value']}")
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return jsonify({'setting_name': data['setting_name'], "status":False})
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try:
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self.backend = self.process.load_backend(self.config["backend"])
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except Exception as ex:
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print("Couldn't build backend")
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return jsonify({'setting_name': data['setting_name'], "status":False, 'error':str(ex)})
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else:
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if self.config["debug"]:
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print(f"Configuration {data['setting_name']} set to {data['setting_value']}")
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@ -330,10 +320,13 @@ class Gpt4AllWebUI(GPT4AllAPI):
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print(f"Configuration {data['setting_name']} set to {data['setting_value']}")
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print("Configuration updated")
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self.process.set_config(self.config)
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# Tell that the setting was changed
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return jsonify({'setting_name': data['setting_name'], "status":True})
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def apply_settings(self):
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return jsonify(self.process.set_config(self.config))
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def list_backends(self):
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backends_dir = Path('./backends') # replace with the actual path to the models folder
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backends = [f.stem for f in backends_dir.iterdir() if f.is_dir() and f.stem!="__pycache__"]
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@ -527,7 +520,7 @@ class Gpt4AllWebUI(GPT4AllAPI):
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print("New backend selected")
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self.config['backend'] = backend
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backend_ =self.process.load_backend(Path("backends")/config["backend"])
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backend_ =self.process.load_backend(config["backend"])
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models = backend_.list_models(self.config)
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if len(models)>0:
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self.backend = backend_
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@ -619,15 +612,18 @@ class Gpt4AllWebUI(GPT4AllAPI):
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Returns:
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_type_: _description_
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"""
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if self.backend is None:
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return jsonify([])
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model_list = self.backend.get_available_models()
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models = []
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for model in model_list:
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try:
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filename = model['filename']
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server = model['server']
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filesize = model['filesize']
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filename = model.get('filename',"")
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server = model.get('server',"")
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image_url = model.get("image_url", '/icons/default.png')
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filesize = int(model.get('filesize',0))
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description = model.get('description',"")
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if server.endswith("/"):
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path = f'{server}{filename}'
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else:
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@ -635,14 +631,17 @@ class Gpt4AllWebUI(GPT4AllAPI):
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local_path = Path(f'./models/{self.config["backend"]}/{filename}')
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is_installed = local_path.exists()
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models.append({
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'title': model['filename'],
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'icon': '/icons/default.png', # Replace with the path to the model icon
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'description': model['description'],
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'title': filename,
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'icon': image_url, # Replace with the path to the model icon
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'description': description,
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'isInstalled': is_installed,
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'path': path,
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'filesize': filesize,
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})
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except:
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except Exception as ex:
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print("#################################")
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print(ex)
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print("#################################")
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print(f"Problem with model : {model}")
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return jsonify(models)
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@ -88,13 +88,26 @@ class ModelProcess:
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self.cancel_queue = mp.Queue(maxsize=1)
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self.clear_queue_queue = mp.Queue(maxsize=1)
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self.set_config_queue = mp.Queue(maxsize=1)
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self.set_config_result_queue = mp.Queue(maxsize=1)
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self.started_queue = mp.Queue()
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self.process = None
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self.is_generating = mp.Value('i', 0)
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self.model_ready = mp.Value('i', 0)
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self.ready = False
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def load_backend(self, backend_path:Path):
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self.reset_config_result()
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def reset_config_result(self):
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self._set_config_result = {
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'status': 'succeeded',
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'backend_status':'ok',
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'model_status':'ok',
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'personality_status':'ok',
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'errors':[]
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}
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def load_backend(self, backend_name:str):
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backend_path = Path("backends")/backend_name
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# first find out if there is a requirements.txt file
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requirements_file = backend_path/"requirements.txt"
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if requirements_file.exists():
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@ -131,7 +144,10 @@ class ModelProcess:
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def set_config(self, config):
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self.set_config_queue.put(config)
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# Wait for it t o be consumed
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while self.set_config_result_queue.empty():
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time.sleep(0.5)
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return self.set_config_result_queue.get()
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def generate(self, prompt, id, n_predict):
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self.generate_queue.put((prompt, id, n_predict))
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@ -144,19 +160,20 @@ class ModelProcess:
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def rebuild_backend(self, config):
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try:
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backend = self.load_backend(Path("backends")/config["backend"])
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backend = self.load_backend(config["backend"])
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print("Backend loaded successfully")
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except Exception as ex:
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print("Couldn't build backend")
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print(ex)
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backend = None
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self._set_config_result['backend_status'] ='failed'
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self._set_config_result['errors'].append(f"couldn't build backend:{ex}")
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return backend
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def _rebuild_model(self):
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try:
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print("Rebuilding model")
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self.backend = self.load_backend(Path("backends")/self.config["backend"])
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self.backend = self.load_backend(self.config["backend"])
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print("Backend loaded successfully")
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try:
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model_file = Path("models")/self.config["backend"]/self.config["model"]
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@ -168,6 +185,8 @@ class ModelProcess:
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print("Couldn't build model")
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print(ex)
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self.model = None
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self._set_config_result['model_status'] ='failed'
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self._set_config_result['errors'].append(f"couldn't build model:{ex}")
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except Exception as ex:
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print("Couldn't build backend")
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print(ex)
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@ -183,6 +202,7 @@ class ModelProcess:
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if self.config["debug"]:
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print(ex)
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personality = AIPersonality()
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return personality
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def _rebuild_personality(self):
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@ -194,6 +214,8 @@ class ModelProcess:
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if self.config["debug"]:
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print(ex)
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self.personality = AIPersonality()
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self._set_config_result['personality_status'] ='failed'
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self._set_config_result['errors'].append(f"couldn't load personality:{ex}")
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def _run(self):
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self._rebuild_model()
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@ -297,7 +319,9 @@ class ModelProcess:
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config = self.set_config_queue.get()
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if config is not None:
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print("Inference process : Setting configuration")
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self.reset_config_result()
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self._set_config(config)
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self.set_config_result_queue.put(self._set_config_result)
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def _cancel_generation(self):
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self.is_generating.value = 0
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@ -502,7 +526,8 @@ class GPT4AllAPI():
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def load_backend(self, backend_path):
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def load_backend(self, backend_name):
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backend_path = Path("backends")/backend_name
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# define the full absolute path to the module
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absolute_path = backend_path.resolve()
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@ -119,7 +119,7 @@
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<!-- REMOVED @click="scrollToElement($event.target)" -->
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<!-- Removed reference to copyToClipBoard() ; function was moved to Message.vue -->
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<Message v-for="(msg, index) in discussionArr" :key="index" :message="msg" :id="'msg-' + msg.id" ref="messages"
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@delete="deleteMessage" @rankUp="rankUpMessage" @rankDown="rankDownMessage"
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@copy="copyToClipBoard" @delete="deleteMessage" @rankUp="rankUpMessage" @rankDown="rankDownMessage"
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@updateMessage="updateMessage" @resendMessage="resendMessage" />
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<WelcomeComponent v-if="!currentDiscussion.id" />
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@ -749,14 +749,14 @@ export default {
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this.setDiscussionLoading(this.currentDiscussion.id, this.isGenerating)
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this.chime.play()
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},
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//copyToClipBoard(content) {
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copyToClipBoard(content) {
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// this.$refs.toast.showToast("Copied to clipboard successfully")
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// nextTick(() => {
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// feather.replace()
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this.$refs.toast.showToast("Copied to clipboard successfully")
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nextTick(() => {
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feather.replace()
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// })
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//},
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})
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},
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closeToast() {
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this.showToast = false
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},
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@ -37,11 +37,9 @@
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class="flex flex-col mb-2 p-3 rounded-lg bg-bg-light-tone dark:bg-bg-dark-tone hover:bg-bg-light-tone-panel hover:dark:bg-bg-dark-tone-panel duration-150 shadow-lg">
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<div class="flex flex-row ">
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<button @click.stop="bec_collapsed = !bec_collapsed"
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class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1">
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<!-- <i data-feather="chevron-right"></i> -->
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<h3 class="text-lg font-semibold cursor-pointer select-none "
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@click.stop="bec_collapsed = !bec_collapsed">
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class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1 flex items-center">
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<i :data-feather="mzc_collapsed ? 'chevron-right' : 'chevron-down'" class="mr-2"></i>
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<h3 class="text-lg font-semibold cursor-pointer select-none">
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Backend Configuration</h3>
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</button>
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</div>
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@ -53,9 +51,7 @@
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<select id="backend" @change="update_backend($event.target.value)"
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class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500">
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<!-- <option v-for="item in backendsArr" :selected="item === configFile.backend">{{ item }}</option> -->
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<option v-for="item in backendsArr" :key="item === configFile.backend">{{ item }}</option>
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<option v-for="item in backendsArr" :selected="item === configFile.backend">{{ item }}</option>
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</select>
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</div>
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<div class="m-2">
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@ -65,22 +61,25 @@
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<select id="model" @change="update_model($event.target.value)"
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class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500">
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<!-- <option v-for="item in modelsArr" :selected="item === configFile.model">{{ item }}</option> -->
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<option v-for="item in modelsArr" :key="item === configFile.model">{{ item }}</option>
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<option v-for="item in modelsArr" :selected="item === configFile.model">{{ item }}</option>
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</select>
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</div>
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<div class="m-2">
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<button @click="applyConfiguration" class="bg-blue-500 text-white py-2 px-4 rounded">
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Apply Configuration
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</button>
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<div v-if="isLoading" class="loader"></div>
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</div>
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</div>
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</div>
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<div
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class="flex flex-col mb-2 rounded-lg bg-bg-light-tone dark:bg-bg-dark-tone hover:bg-bg-light-tone-panel hover:dark:bg-bg-dark-tone-panel duration-150 shadow-lg">
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<div class="flex flex-row p-3">
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<button @click.stop="mzc_collapsed = !mzc_collapsed"
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class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1">
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<h3 class="text-lg font-semibold cursor-pointer select-none "
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@click.stop="mzc_collapsed = !mzc_collapsed">
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class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1 flex items-center">
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<i :data-feather="mzc_collapsed ? 'chevron-right' : 'chevron-down'" class="mr-2"></i>
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<h3 class="text-lg font-semibold cursor-pointer select-none">
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Models zoo</h3>
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</button>
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</div>
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@ -114,11 +113,9 @@
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class="flex flex-col mb-2 p-3 rounded-lg bg-bg-light-tone dark:bg-bg-dark-tone hover:bg-bg-light-tone-panel hover:dark:bg-bg-dark-tone-panel duration-150 shadow-lg">
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<div class="flex flex-row">
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<button @click.stop="pc_collapsed = !pc_collapsed"
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class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1">
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<!-- <i data-feather="chevron-right"></i> -->
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<h3 class="text-lg font-semibold cursor-pointer select-none" @click.stop="pc_collapsed = !pc_collapsed">
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class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1 flex items-center">
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<i :data-feather="pc_collapsed ? 'chevron-right' : 'chevron-down'" class="mr-2"></i>
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<h3 class="text-lg font-semibold cursor-pointer select-none">
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Personality Configuration</h3>
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</button>
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</div>
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@ -130,8 +127,7 @@
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<select id="persLang" @change="update_setting('personality_language', $event.target.value, refresh)"
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class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500">
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<!-- <option v-for="item in persLangArr" :selected="item === configFile.personality_language">{{ item }} -->
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<option v-for="item in persLangArr" :key="item === configFile.personality_language">{{ item }}
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<option v-for="item in persLangArr" :selected="item === configFile.personality_language">{{ item }}
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</option>
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@ -144,8 +140,7 @@
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<select id="persCat" @change="update_setting('personality_category', $event.target.value, refresh)"
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class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500">
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<!-- <option v-for="item in persCatgArr" :selected="item === configFile.personality_category">{{ item }} -->
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<option v-for="item in persCatgArr" :key="item === configFile.personality_category">{{ item }}
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<option v-for="item in persCatgArr" :selected="item === configFile.personality_category">{{ item }}
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</option>
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@ -158,8 +153,7 @@
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<select id="persona" @change="update_setting('personality', $event.target.value, refresh)"
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class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500">
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<!-- <option v-for="item in persArr" :selected="item === configFile.personality">{{ item }}</option> -->
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<option v-for="item in persArr" :key="item === configFile.personality">{{ item }}</option>
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<option v-for="item in persArr" :selected="item === configFile.personality">{{ item }}</option>
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</select>
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</div>
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@ -169,12 +163,11 @@
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class="flex flex-col mb-2 p-3 rounded-lg bg-bg-light-tone dark:bg-bg-dark-tone hover:bg-bg-light-tone-panel hover:dark:bg-bg-dark-tone-panel duration-150 shadow-lg">
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<div class="flex flex-row ">
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<button @click.stop="pzc_collapsed = !pzc_collapsed"
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class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1">
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<!-- <i data-feather="chevron-right"></i> -->
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<h3 class="text-lg font-semibold cursor-pointer select-none "
|
||||
@click.stop="pzc_collapsed = !pzc_collapsed">
|
||||
Personalities zoo</h3>
|
||||
class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1 flex items-center">
|
||||
<i :data-feather="mc_collapsed ? 'chevron-right' : 'chevron-down'" class="mr-2"></i>
|
||||
<h3 class="text-lg font-semibold cursor-pointer select-none">
|
||||
Personalities zoo
|
||||
</h3>
|
||||
</button>
|
||||
</div>
|
||||
<div :class="{ 'hidden': pzc_collapsed }" class="flex flex-col mb-2 p-2">
|
||||
@ -193,11 +186,9 @@
|
||||
class="flex flex-col mb-2 p-3 rounded-lg bg-bg-light-tone dark:bg-bg-dark-tone hover:bg-bg-light-tone-panel hover:dark:bg-bg-dark-tone-panel duration-150 shadow-lg">
|
||||
<div class="flex flex-row">
|
||||
<button @click.stop="mc_collapsed = !mc_collapsed"
|
||||
class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1">
|
||||
<!-- <i data-feather="chevron-right"></i> -->
|
||||
|
||||
<h3 class="text-lg font-semibold cursor-pointer select-none "
|
||||
@click.stop="mc_collapsed = !mc_collapsed">
|
||||
class="text-2xl hover:text-primary duration-75 p-2 -m-2 w-full text-left active:translate-y-1 flex items-center">
|
||||
<i :data-feather="mc_collapsed ? 'chevron-right' : 'chevron-down'" class="mr-2"></i>
|
||||
<h3 class="text-lg font-semibold cursor-pointer select-none">
|
||||
Model Configuration</h3>
|
||||
</button>
|
||||
</div>
|
||||
@ -343,6 +334,8 @@
|
||||
|
||||
<YesNoDialog ref="yesNoDialog" />
|
||||
<MessageBox ref="messageBox" />
|
||||
<Toast ref="toast" />
|
||||
|
||||
</template>
|
||||
|
||||
<script>
|
||||
@ -351,6 +344,7 @@ import feather from 'feather-icons'
|
||||
import { nextTick } from 'vue'
|
||||
import MessageBox from "@/components/MessageBox.vue";
|
||||
import YesNoDialog from "@/components/YesNoDialog.vue";
|
||||
import Toast from '../components/Toast.vue'
|
||||
import ModelEntry from '@/components/ModelEntry.vue';
|
||||
import PersonalityViewer from '@/components/PersonalityViewer.vue';
|
||||
import socket from '@/services/websocket.js'
|
||||
@ -361,7 +355,8 @@ export default {
|
||||
YesNoDialog,
|
||||
ModelEntry,
|
||||
// eslint-disable-next-line vue/no-unused-components
|
||||
PersonalityViewer
|
||||
PersonalityViewer,
|
||||
Toast
|
||||
},
|
||||
setup() {
|
||||
|
||||
@ -394,7 +389,9 @@ export default {
|
||||
persArr: [],
|
||||
langArr: [],
|
||||
configFile: {},
|
||||
showConfirmation: false
|
||||
showConfirmation: false,
|
||||
showToast: false,
|
||||
isLoading: false
|
||||
|
||||
}
|
||||
},
|
||||
@ -409,8 +406,10 @@ export default {
|
||||
this.mc_collapsed=val
|
||||
},
|
||||
fetchModels() {
|
||||
console.log("Fetching models")
|
||||
axios.get('/get_available_models')
|
||||
.then(response => {
|
||||
console.log(`Models list recovered successfuly: ${response.data}`)
|
||||
this.models = response.data;
|
||||
})
|
||||
.catch(error => {
|
||||
@ -510,6 +509,7 @@ export default {
|
||||
}
|
||||
});
|
||||
})
|
||||
this.fetchModels();
|
||||
},
|
||||
// Accordeon stuff
|
||||
toggleAccordion() {
|
||||
@ -522,8 +522,11 @@ export default {
|
||||
}
|
||||
console.log("change", setting_name_val, setting_value_val, obj)
|
||||
axios.post('/update_setting', obj).then((res) => {
|
||||
console.log("Update setting done")
|
||||
if (res) {
|
||||
console.log("res is ok")
|
||||
if (next !== undefined) {
|
||||
console.log("Calling next")
|
||||
next(res)
|
||||
}
|
||||
return res.data;
|
||||
@ -535,13 +538,29 @@ export default {
|
||||
update_backend(value) {
|
||||
console.log("Upgrading backend")
|
||||
// eslint-disable-next-line no-unused-vars
|
||||
this.update_setting('backend', value, (res)=>{console.log("Backend changed"); this.fetchModels(); })
|
||||
this.update_setting('backend', value, (res)=>{
|
||||
this.refresh();
|
||||
console.log("Backend changed");
|
||||
console.log(res);
|
||||
this.$refs.toast.showToast("Backend changed.",4, true)
|
||||
})
|
||||
},
|
||||
update_model(value) {
|
||||
console.log("Upgrading model")
|
||||
// eslint-disable-next-line no-unused-vars
|
||||
this.update_setting('model', value, (res)=>{console.log("Model changed"); this.fetchModels(); })
|
||||
},
|
||||
applyConfiguration() {
|
||||
this.isLoading = true;
|
||||
axios.post('/apply_settings').then((res) => {
|
||||
this.isLoading = false;
|
||||
console.log(res.data)
|
||||
if(res.data.status==="succeeded"){
|
||||
console.log("applying configuration succeeded")
|
||||
this.$refs.toast.showToast("Configuration changed successfully.",4, true)
|
||||
}
|
||||
})
|
||||
},
|
||||
save_configuration() {
|
||||
this.showConfirmation = false
|
||||
axios.post('/save_settings', {})
|
||||
@ -604,6 +623,9 @@ export default {
|
||||
|
||||
|
||||
},
|
||||
closeToast() {
|
||||
this.showToast = false
|
||||
},
|
||||
|
||||
}, async mounted() {
|
||||
nextTick(() => {
|
||||
@ -664,3 +686,27 @@ export default {
|
||||
}
|
||||
</script>
|
||||
|
||||
|
||||
<style>
|
||||
.loader {
|
||||
border: 4px solid #f3f3f3;
|
||||
border-top: 4px solid #3498db;
|
||||
border-radius: 50%;
|
||||
width: 16px;
|
||||
height: 16px;
|
||||
animation: spin 2s linear infinite;
|
||||
margin-left: 8px;
|
||||
display: inline-block;
|
||||
}
|
||||
.height-64 {
|
||||
min-height: 64px;
|
||||
}
|
||||
@keyframes spin {
|
||||
0% {
|
||||
transform: rotate(0deg);
|
||||
}
|
||||
100% {
|
||||
transform: rotate(360deg);
|
||||
}
|
||||
}
|
||||
</style>
|
||||
Loading…
Reference in New Issue
Block a user