forked from ParisNeo/lollms-webui
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathapp.py
1261 lines (1034 loc) · 51.7 KB
/
app.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
######
# Project : lollms-webui
# 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/ParisNeo/lollms-webui"
__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 lollms.personality import AIPersonality, MSG_TYPE
from lollms.helpers import ASCIIColors, BaseConfig
from lollms.paths import LollmsPaths
from api.db import DiscussionsDB, Discussion
from api.helpers import compare_lists
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 yaml
from geventwebsocket.handler import WebSocketHandler
import logging
import psutil
from lollms.binding import LOLLMSConfig
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 LoLLMsAPPI
import shutil
import markdown
class LoLLMsWebUI(LoLLMsAPPI):
def __init__(self, _app, _socketio, config:LOLLMSConfig, config_file_path:Path|str, lollms_paths:LollmsPaths) -> None:
super().__init__(config, _socketio, config_file_path, lollms_paths)
self.app = _app
self.cancel_gen = False
app.template_folder = "web/dist"
self.personality_language= config["personalities"][config["active_personality_id"]].split("/")[0]
self.personality_category= config["personalities"][config["active_personality_id"]].split("/")[1]
self.personality_name= config["personalities"][config["active_personality_id"]].split("/")[2]
# =========================================================================================
# Endpoints
# =========================================================================================
self.add_endpoint("/reinstall_binding", "reinstall_binding", self.reinstall_binding, 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("/send_file", "send_file", self.send_file, 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.mount_personality, methods=["POST"])
self.add_endpoint("/unmount_personality", "unmount_personality", self.unmount_personality, methods=["POST"])
self.add_endpoint("/select_personality", "select_personality", self.select_personality, 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(
"/list_bindings", "list_bindings", self.list_bindings, 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("/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("/images/<path:filename>", "serve_images", self.serve_images, 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(
"/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_binding", "set_binding", self.set_binding, 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_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(
"/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"]
)
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 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):
personalities_folder = self.lollms_paths.personalities_zoo_path
personalities = {}
for language_folder in personalities_folder.iterdir():
lang = language_folder.stem
if language_folder.is_dir():
personalities[language_folder.name] = {}
for category_folder in language_folder.iterdir():
cat = category_folder.stem
if category_folder.is_dir():
personalities[language_folder.name][category_folder.name] = []
for personality_folder in category_folder.iterdir():
pers = personality_folder.stem
if personality_folder.is_dir():
try:
personality_info = {"folder":personality_folder.stem}
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('author', 'ParisNeo')
personality_info['version'] = config_data.get('version', '1.0.0')
scripts_path = personality_folder / 'scripts'
personality_info['has_scripts'] = scripts_path.is_dir()
real_assets_path = personality_folder/ 'assets'
assets_path = Path("personalities") / lang / 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'
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'
bmp_logo_path_ = real_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)
except Exception as ex:
print(f"Couldn't load personality from {personality_folder} [{ex}]")
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":
self.personality_language=data['setting_value']
elif setting_name== "personality_category":
self.personality_category=data['setting_value']
elif setting_name== "personality_folder":
self.personality_name=data['setting_value']
if len(self.config["personalities"])>0:
if self.config["active_personality_id"]<len(self.config["personalities"]):
self.config["personalities"][self.config["active_personality_id"]] = f"{self.personality_language}/{self.personality_category}/{self.personality_name}"
else:
self.config["active_personality_id"] = 0
self.config["personalities"][self.config["active_personality_id"]] = f"{self.personality_language}/{self.personality_category}/{self.personality_name}"
if self.personality_category!="Custom":
personality_fn = self.lollms_paths.personalities_zoo_path/self.config["personalities"][self.config["active_personality_id"]]
else:
personality_fn = self.lollms_paths.personal_personalities_path/self.config["personalities"][self.config["active_personality_id"]].split("/")[-1]
self.personality.load_personality(personality_fn)
else:
self.config["personalities"].append(f"{self.personality_language}/{self.personality_category}/{self.personality_name}")
elif setting_name== "override_personality_model_parameters":
self.config["override_personality_model_parameters"]=bool(data['setting_value'])
elif setting_name== "model_name":
self.config["model_name"]=data['setting_value']
print("update_settings : New model selected")
elif setting_name== "binding_name":
if self.config['binding_name']!= data['setting_value']:
print(f"New binding selected : {data['setting_value']}")
self.config["binding_name"]=data['setting_value']
try:
self.binding = self.process.load_binding(self.config["binding_name"], install=True)
except Exception as ex:
print(f"Couldn't build binding: [{ex}]")
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']}")
ASCIIColors.success(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)
if result["status"]:
ASCIIColors.success("OK")
else:
ASCIIColors.error("NOK")
return jsonify(result)
def ram_usage(self):
"""
Returns the RAM usage in bytes.
"""
ram = psutil.virtual_memory()
return jsonify({
"total_space":ram.total,
"available_space":ram.free,
"percent_usage":ram.percent,
"ram_usage": ram.used
})
def disk_usage(self):
current_drive = Path.cwd().anchor
drive_disk_usage = psutil.disk_usage(current_drive)
try:
models_folder_disk_usage = psutil.disk_usage(str(self.lollms_paths.personal_models_path/f'{self.config["binding_name"]}'))
return jsonify( {
"total_space":drive_disk_usage.total,
"available_space":drive_disk_usage.free,
"usage":drive_disk_usage.used,
"percent_usage":drive_disk_usage.percent,
"binding_disk_total_space":models_folder_disk_usage.total,
"binding_disk_available_space":drive_disk_usage.free,
"binding_models_usage": models_folder_disk_usage.used,
"binding_models_percent_usage": models_folder_disk_usage.percent,
})
except Exception as ex:
return jsonify({
"total_space":drive_disk_usage.total,
"available_space":drive_disk_usage.free,
"percent_usage":drive_disk_usage.percent,
"binding_disk_total_space": None,
"binding_disk_available_space": None,
"binding_models_usage": None,
"binding_models_percent_usage": None,
})
def list_bindings(self):
bindings_dir = self.lollms_paths.bindings_zoo_path # replace with the actual path to the models folder
bindings=[]
for f in bindings_dir.iterdir():
card = f/"binding_card.yaml"
if card.exists():
try:
bnd = load_config(card)
bnd["folder"]=f.stem
icon_path = Path(f"bindings/{f.name}/logo.png")
if Path(self.lollms_paths.bindings_zoo_path/f"{f.name}/logo.png").exists():
bnd["icon"]=str(icon_path)
bindings.append(bnd)
except Exception as ex:
print(f"Couldn't load backend card : {f}\n\t{ex}")
return jsonify(bindings)
def list_models(self):
if self.binding is not None:
models = self.binding.list_models(self.config)
return jsonify(models)
else:
return jsonify([])
def list_personalities_languages(self):
personalities_languages_dir = self.lollms_paths.personalities_zoo_path # 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 = self.lollms_paths.personalities_zoo_path/f'{self.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 = self.lollms_paths.personalities_zoo_path/f'{self.personality_language}/{self.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=[]
ASCIIColors.error(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 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':True})
except Exception as ex:
return jsonify({'status':False,'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()
path = os.path.join(root_dir, 'web/dist/')+"/".join(filename.split("/")[:-1])
fn = filename.split("/")[-1]
return send_from_directory(path, fn)
def serve_images(self, filename):
root_dir = os.getcwd()
path = os.path.join(root_dir, 'images/')+"/".join(filename.split("/")[:-1])
fn = filename.split("/")[-1]
return send_from_directory(path, fn)
def serve_bindings(self, filename):
path = str(self.lollms_paths.bindings_zoo_path/("/".join(filename.split("/")[:-1])))
fn = filename.split("/")[-1]
return send_from_directory(path, fn)
def serve_personalities(self, filename):
path = str(self.lollms_paths.personalities_zoo_path/("/".join(filename.split("/")[:-1])))
fn = filename.split("/")[-1]
return send_from_directory(path, fn)
def serve_outputs(self, filename):
root_dir = self.lollms_paths.personal_path / "outputs"
root_dir.mkdir(exist_ok=True, parents=True)
path = str(root_dir/"/".join(filename.split("/")[:-1]))
fn = filename.split("/")[-1]
return send_from_directory(path, fn)
def serve_help(self, filename):
root_dir = Path(__file__).parent/f"help"
root_dir.mkdir(exist_ok=True, parents=True)
path = str(root_dir/"/".join(filename.split("/")[:-1]))
fn = filename.split("/")[-1]
return send_from_directory(path, fn)
def serve_data(self, filename):
root_dir = self.lollms_paths.personal_path / "data"
root_dir.mkdir(exist_ok=True, parents=True)
path = str(root_dir/"/".join(filename.split("/")[:-1]))
fn = filename.split("/")[-1]
return send_from_directory(path, fn)
def serve_uploads(self, filename):
root_dir = self.lollms_paths.personal_path / "uploads"
root_dir.mkdir(exist_ok=True, parents=True)
path = str(root_dir+"/".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.start_signal.is_set()})
def stop_gen(self):
self.cancel_gen = True
self.process.cancel_generation()
return jsonify({"status": True})
def switch_personal_path(self):
data = request.get_json()
path = data["path"]
global_paths_cfg = Path("./global_paths_cfg.yaml")
if global_paths_cfg.exists():
try:
cfg = BaseConfig()
cfg.load_config(global_paths_cfg)
cfg.lollms_personal_path = path
cfg.save_config(global_paths_cfg)
return jsonify({"status": True})
except Exception as ex:
print(ex)
return jsonify({"status": False, 'error':f"Couldn't switch path: {ex}"})
def add_reference_to_local_model(self):
data = request.get_json()
path = data["path"]
if path.exists():
self.conversation.config.reference_model(path)
return jsonify({"status": True})
else:
return jsonify({"status": True})
def list_mounted_personalities(self):
print("- Listing mounted personalities")
return jsonify({"status": True,
"personalities":self.config["personalities"],
"active_personality_id":self.config["active_personality_id"]
})
def reinstall_binding(self):
try:
data = request.get_json()
# Further processing of the data
except Exception as e:
print(f"Error occurred while parsing JSON: {e}")
return
print(f"- Reinstalling binding {data['name']}...",end="")
try:
self.binding = self.process.load_binding(self.config["binding_name"], install=True, force_install=True)
return jsonify({"status": True})
except Exception as ex:
print(f"Couldn't build binding: [{ex}]")
return jsonify({"status":False, 'error':str(ex)})
def mount_personality(self):
print("- Mounting personality ...",end="")
try:
data = request.get_json()
# Further processing of the data
except Exception as e:
print(f"Error occurred while parsing JSON: {e}")
return
language = data['language']
category = data['category']
name = data['folder']
package_path = f"{language}/{category}/{name}"
package_full_path = self.lollms_paths.personalities_zoo_path/package_path
config_file = package_full_path / "config.yaml"
if config_file.exists():
self.config["personalities"].append(package_path)
self.mounted_personalities = self.process.rebuild_personalities()
self.personality = self.mounted_personalities[self.config["active_personality_id"]]
self.apply_settings()
ASCIIColors.success("ok")
return jsonify({"status": True,
"personalities":self.config["personalities"],
"active_personality_id":self.config["active_personality_id"]
})
else:
pth = str(config_file).replace('\\','/')
ASCIIColors.error(f"nok : Personality not found @ {pth}")
return jsonify({"status": False, "error":f"Personality not found @ {pth}"})
def unmount_personality(self):
print("- Unmounting personality ...",end="")
try:
data = request.get_json()
# Further processing of the data
except Exception as e:
print(f"Error occurred while parsing JSON: {e}")
return
language = data['language']
category = data['category']
name = data['folder']
try:
index = self.config["personalities"].index(f"{language}/{category}/{name}")
self.config["personalities"].remove(f"{language}/{category}/{name}")
if self.config["active_personality_id"]>=index:
self.config["active_personality_id"]=0
if len(self.config["personalities"])>0:
self.mounted_personalities = self.process.rebuild_personalities()
self.personality = self.mounted_personalities[self.config["active_personality_id"]]
else:
self.personalities = ["english/generic/lollms"]
self.mounted_personalities = self.process.rebuild_personalities()
self.personality = self.mounted_personalities[self.config["active_personality_id"]]
self.apply_settings()
ASCIIColors.success("ok")
return jsonify({
"status": True,
"personalities":self.config["personalities"],
"active_personality_id":self.config["active_personality_id"]
})
except:
ASCIIColors.error(f"nok : Personality not found @ {language}/{category}/{name}")
return jsonify({"status": False, "error":"Couldn't unmount personality"})
def select_personality(self):
data = request.get_json()
id = data['id']
print(f"- Selecting active personality {id} ...",end="")
if id<len(self.config["personalities"]):
self.config["active_personality_id"]=id
self.personality = self.mounted_personalities[self.config["active_personality_id"]]
self.apply_settings()
ASCIIColors.success("ok")
print(f"Mounted {self.personality.name}")
return jsonify({
"status": True,
"personalities":self.config["personalities"],
"active_personality_id":self.config["active_personality_id"]
})
else:
ASCIIColors.error(f"nok : personality id out of bounds @ {id} >= {len(self.config['personalities'])}")
return jsonify({"status": False, "error":"Invalid ID"})
def send_file(self):
file = request.files['file']
Path("uploads").mkdir(exist_ok=True, parents=True)
file.save('uploads/' + file.filename)
return jsonify({"status": True})
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": True})
except Exception as ex:
return jsonify({"status": False, "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": True, "new_rank": new_rank})
except Exception as ex:
return jsonify({"status": False, "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": True, "new_rank": new_rank})
except Exception as ex:
return jsonify({"status": False, "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_binding(self):
data = request.get_json()
binding = str(data["binding"])
if self.config['binding_name']!= binding:
print("New binding selected")
self.config['binding_name'] = binding
try:
binding_ =self.process.load_binding(config["binding_name"],True)
models = binding_.list_models(self.config)
if len(models)>0:
self.binding = binding_
self.config['model_name'] = 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_name"])
if self.config['model_name']!= model:
print("set_model: New model selected")
self.config['model_name'] = model
# Build chatbot
return jsonify(self.process.set_config(self.config))
return jsonify({"status": "succeeded"})
def update_model_params(self):
data = request.get_json()
binding = str(data["binding"])
model = str(data["model_name"])
personality_language = str(data["personality_language"])
personality_category = str(data["personality_category"])
personality = str(data["personality"])
if self.config['binding_name']!=binding or self.config['model_name'] != model:
print("update_model_params: New model selected")
self.config['binding_name'] = binding
self.config['model_name'] = model
self.config['personality_language'] = personality_language
self.config['personality_category'] = personality_category
self.config['personality'] = personality
personality_fn = lollms_path/f"personalities_zoo/{self.personality_language}/{self.personality_category}/{self.personality_name}"
print(f"Loading personality : {personality_fn}")
self.config['n_predict'] = int(data["nPredict"])
self.config['seed'] = int(data["seed"])
self.config['model_name'] = str(data["model_name"])
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"])