-
Notifications
You must be signed in to change notification settings - Fork 5
Expand file tree
/
Copy pathindex.html
More file actions
4252 lines (3899 loc) · 190 KB
/
Copy pathindex.html
File metadata and controls
4252 lines (3899 loc) · 190 KB
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
<!DOCTYPE html>
<html lang=”en”>
<head>
<script async src=”https://www.googletagmanager.com/gtag/js?id=G-639FG2XLN4”></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-639FG2XLN4');
</script>
<meta charset=”utf-8”>
<meta name=”viewport” content=”width=device-width, initial-scale=1.0”>
<meta name=”robots” content=”index, follow”>
<title>Python Frameworks — Curated Directory of Python Libraries & Tools</title>
<meta name=”description” content=”Discover the best Python frameworks by category — web apps, REST APIs, ML/AI, LLM agents, task queues, web scraping, GUI, automated testing, DevOps, and more. A curated, community-maintained directory.”>
<meta name=”keywords” content=”python frameworks, python libraries, web framework, Django, Flask, FastAPI, PyTorch, TensorFlow, LangChain, LangGraph, LlamaIndex, Scrapy, pytest, Celery, Airflow, python tools, AI agents, machine learning”>
<link rel=”canonical” href=”https://pythonframeworks.com/”>
<!-- Open Graph -->
<meta property=”og:type” content=”website”>
<meta property=”og:url” content=”https://pythonframeworks.com/”>
<meta property=”og:site_name” content=”Python Frameworks”>
<meta property=”og:title” content=”Python Frameworks — Curated Directory of Python Libraries & Tools”>
<meta property=”og:description” content=”Discover the best Python frameworks by category — web apps, REST APIs, ML/AI, LLM agents, task queues, web scraping, GUI, automated testing, DevOps, and more.”>
<meta property=”og:image” content=”https://pythonframeworks.com/static/image/logo.png”>
<!-- Twitter Card -->
<meta name=”twitter:card” content=”summary_large_image”>
<meta name=”twitter:title” content=”Python Frameworks — Curated Directory of Python Libraries & Tools”>
<meta name=”twitter:description” content=”Discover the best Python frameworks by category — web apps, REST APIs, ML/AI, LLM agents, task queues, web scraping, GUI, automated testing, DevOps, and more.”>
<meta name=”twitter:image” content=”https://pythonframeworks.com/static/image/logo.png”>
<!-- JSON-LD Structured Data -->
<script type=”application/ld+json”>
{
“@context”: “https://schema.org”,
“@graph”: [
{
“@type”: “WebSite”,
“@id”: “https://pythonframeworks.com/#website”,
“name”: “Python Frameworks”,
“url”: “https://pythonframeworks.com/”,
“description”: “A curated directory of popular Python frameworks and libraries organized by category.”,
“inLanguage”: “en”
},
{
“@type”: “CollectionPage”,
“@id”: “https://pythonframeworks.com/#collection”,
“isPartOf”: { “@id”: “https://pythonframeworks.com/#website” },
“name”: “Python Frameworks Directory”,
“url”: “https://pythonframeworks.com/”,
“description”: “A curated directory of Python frameworks covering web apps, REST APIs, ML/AI, LLM and AI agents, task queues, web scraping, GUI/TUI, automated testing, DevOps, games, workflow pipelines, and enterprise integrations.”,
“keywords”: “python, frameworks, libraries, web, API, machine learning, AI, LLM, agents, scraping, testing, DevOps”,
“hasPart”: [
{ “@type”: “WebPageElement”, “name”: “Web Apps”, “description”: “Full-stack and WSGI/ASGI Python web frameworks including Django, Flask, FastAPI, Tornado, and more.” },
{ “@type”: “WebPageElement”, “name”: “Web APIs”, “description”: “Python frameworks for building REST and GraphQL APIs including FastAPI, Django REST Framework, and Litestar.” },
{ “@type”: “WebPageElement”, “name”: “Content Management System (CMS)”, “description”: “Python CMS frameworks including Django CMS, Wagtail, and Mezzanine.” },
{ “@type”: “WebPageElement”, “name”: “ML, DL, and AI”, “description”: “Machine learning and deep learning frameworks including PyTorch, TensorFlow, scikit-learn, Keras, and JAX.” },
{ “@type”: “WebPageElement”, “name”: “LLM, Gen-AI, and Agents”, “description”: “LLM and generative AI frameworks including LangChain, LangGraph, LlamaIndex, AutoGen, CrewAI, and Haystack.” },
{ “@type”: “WebPageElement”, “name”: “Task Queue and Messaging”, “description”: “Task queue frameworks including Celery, RQ, Dramatiq, and Huey.” },
{ “@type”: “WebPageElement”, “name”: “Parallel and Distributed Computing”, “description”: “Distributed computing frameworks including Ray, Dask, and PySpark.” },
{ “@type”: “WebPageElement”, “name”: “Workflow and Pipelines”, “description”: “Workflow orchestration tools including Apache Airflow, Prefect, Dagster, and Luigi.” },
{ “@type”: “WebPageElement”, “name”: “Serverless”, “description”: “Python serverless frameworks including Chalice, Zappa, and Mangum.” },
{ “@type”: “WebPageElement”, “name”: “DevOps”, “description”: “DevOps and infrastructure automation tools including Fabric, Ansible, and SaltStack.” },
{ “@type”: “WebPageElement”, “name”: “Web Crawling and Scraping”, “description”: “Web scraping frameworks including Scrapy, Scrapling, BeautifulSoup, Firecrawl, Crawlee, and MechanicalSoup.” },
{ “@type”: “WebPageElement”, “name”: “GUI and TUI Apps”, “description”: “Desktop GUI and TUI frameworks including Tkinter, PyQt, Kivy, and Textual.” },
{ “@type”: “WebPageElement”, “name”: “Games”, “description”: “Python game development frameworks including Pygame, Arcade, and Pyglet.” },
{ “@type”: “WebPageElement”, “name”: “Automated Testing”, “description”: “Testing frameworks including pytest, unittest, behave, Robot Framework, and PentestGPT.” },
{ “@type”: “WebPageElement”, “name”: “Enterprise Integrations”, “description”: “Enterprise integration tools for Apache Kafka, Spark, and messaging systems.” }
]
}
]
}
</script>
<link rel="icon" href="static/favicon.ico?v=2" type="image/x-icon" />
<link rel="shortcut icon" href="static/favicon.ico" type="image/x-icon" />
<link rel="stylesheet" type='text/css' href="static/css/bootstrap.min.css">
<style>
a {
color: #000;
text-decoration: none;
}
#nav-grid > .row > .themed-grid-col {
border: 1px dotted #dbd9d9ee;
color: #306243;
font-size: 13px;
font-weight: light;
border-radius: 3px;
min-height: 38px;
}
#top-button {
height: 50px;
width: 55px;
display: none;
position: fixed;
bottom: 15px;
right: 15px;
z-index: 99;
font-size: 18px;
outline: none;
background-color: #fff;
color: #105028;
cursor: pointer;
padding-left: 10px;
padding-right: 10px;
padding-top: 5px;
padding-bottom: 8px;
border-radius: 4px;
border: 1px solid #105028;
}
#top-button:hover {
background-color: #105028;
color: #fff;
}
ul.cloud {
list-style: none;
padding-left: 0;
display: flex;
flex-wrap: wrap;
align-items: left;
justify-content: left;
line-height: 2rem;
}
ul.cloud li {
margin: 0.5rem;
}
ul.cloud a {
display: inline-block;
text-decoration: none;
position: relative;
padding: 0.125rem 0.25rem;
transition: color 0.25s, transform 0.15s;
}
ul.cloud a:hover,
ul.cloud a:focus {
color: #333;
transform: scale(1.1);
}
ul.cloud a::before {
content: "";
position: absolute;
top: 0;
left: 50%;
width: 0;
height: 100%;
background: currentColor;
transform: translate(-50%, 0);
opacity: 0.15;
transition: width 0.25s;
border-radius: 10px;
}
ul.cloud a:focus::before,
ul.cloud a:hover::before {
width: 100%;
}
ul.cloud a:after {
content: "🔗";
font-size: 0.4em;
position: relative;
top: -0.5em;
margin-left: 2px;
opacity: 0.5;
}
/* Top navigation custom buttons */
.navbar-nav .nav-link.btn {
padding: 0.5rem 1rem;
border-radius: 0.35rem;
transition: transform 0.1s ease, box-shadow 0.1s ease;
border: 2px solid;
}
.navbar-nav .nav-link.btn-outline-success {
border-color: #198754;
border-width: 0.5px;
color: #198754;
font-size: 0.78rem;
padding: 3px 10px;
}
.navbar-nav .nav-link.btn-outline-success:hover {
background-color: #198754;
color: #fff;
transform: translateY(-1px);
box-shadow: 0 2px 8px rgba(25, 135, 84, 0.3);
}
.navbar-nav .nav-link.btn-outline-secondary {
border-color: #6c757d;
border-width: 0.5px;
color: #6c757d;
font-size: 0.78rem;
padding: 3px 10px;
}
.navbar-nav .nav-link.btn-outline-secondary:hover {
background-color: #6c757d;
color: #fff;
transform: translateY(-1px);
box-shadow: 0 2px 8px rgba(108, 117, 125, 0.3);
}
.navbar-nav .nav-link.btn:hover {
transform: translateY(-1px);
}
/* Tag Cloud Styling */
ul.cloud {
gap: 0.4rem 1rem;
justify-content: center;
padding: 1rem 0;
}
ul.cloud li {
margin: 0.2rem 0.3rem;
}
ul.cloud a {
display: inline-block;
position: relative;
padding: 0 0.9em 0 0;
background: none;
border: none;
border-radius: 0;
box-shadow: none;
color: var(--tag-color) !important;
font-weight: 400;
text-decoration: none;
cursor: pointer;
letter-spacing: 0.01em;
transition: opacity 0.18s ease, transform 0.18s ease;
white-space: nowrap;
}
ul.cloud a::before {
content: "";
display: none;
}
/* link icon right of text */
ul.cloud a::after {
content: "\1F517";
display: inline-block;
position: absolute;
top: 50%;
right: 0;
transform: translateY(-50%);
font-size: 0.5em;
line-height: 1;
opacity: 0.5;
transition: opacity 0.18s ease;
}
ul.cloud a:hover,
ul.cloud a:focus {
opacity: 0.75;
transform: translateY(-1px);
outline: none;
text-decoration: none;
}
ul.cloud a:hover::after,
ul.cloud a:focus::after {
opacity: 0.9;
}
ul.cloud a:active {
transform: translateY(0);
}
ul.cloud a .badge {
display: none;
}
@media (prefers-reduced-motion) {
ul.cloud * {
transition: none !important;
}
}
/* Responsive navbar brand text */
.navbar-brand-text {
color: #105028;
font-weight: 300;
margin-bottom: 0;
font-size: 2.5rem; /* display-5 size */
line-height: 1.2;
}
@media (max-width: 991px) {
.navbar-brand-text {
font-size: 1.55rem; /* h3 size on tablet */
}
}
@media (max-width: 576px) {
.navbar-brand-text {
font-size: 1.25rem; /* h5 size on mobile */
}
}
@media (max-width: 576px) {
.navbar > .container {
flex-wrap: wrap;
}
.navbar-brand {
width: 100%;
margin-bottom: 0.5rem;
}
#navbarNav {
width: 100%;
margin-bottom: 0.5rem;
}
#navbarNav .navbar-nav {
margin-left: 0 !important;
}
nav.navbar {
margin-bottom: 1rem !important;
}
}
</style>
</head>
<body style="font-family:-apple-system,BlinkMacSystemFont,Roboto,Roboto Slab,Droid Serif,Segoe UI,system-ui,Arial,sans-serif;">
<!-- top navigation bar -->
<nav class="navbar navbar-expand navbar-light bg-white my-5" aria-label="Main navigation">
<div class="container">
<a class="navbar-brand d-flex align-items-center" href="/">
<img src="static/image/logo.png" alt="Logo" height="60" class="me-2">
<span class="navbar-brand-text">Python Frameworks</span>
</a>
<button class="navbar-toggler d-none" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="navbar-collapse show" id="navbarNav">
<ul class="navbar-nav ms-auto align-items-center">
<li class="nav-item me-2">
<a id="star-btn" class="btn btn-outline-success nav-link" href="https://github.com/jgujerry/pythonframeworks" target="_blank" rel="noopener" aria-label="Star on GitHub">Star ★</a>
</li>
<li class="nav-item">
<a id="fork-btn" class="btn btn-outline-secondary nav-link" href="https://github.com/jgujerry/pythonframeworks/fork" target="_blank" rel="noopener" aria-label="Fork on GitHub">Fork ⑂</a>
</li>
</ul>
</div>
</div>
</nav>
</div>
<!-- Content -->
<main id="content" class="container">
<p class="lead mt-2">Build your projects by harnessing the power of Python, capitalizing its extensive array of frameworks, libraries and resources.</p>
<p>
Python thrives on the strength of its vibrant community and extensive ecosystem.
With a wealth of frameworks, libraries, and resources at your disposal, you can tap into a vast reservoir of tools and solutions to build exceptional software.
Whether you're developing and launching web applications, data pipelines, machine learning models, geospatial processings, automated tasks, or
anything in between. This versatile language offers a rich selection of options that empower you to create outstanding solutions and deliver excellence to
change the world right way.
</p>
<ul class="cloud" role="navigation" aria-label="Category Tag Cloud" id="tag-cloud">
<!-- The tags will be dynamically inserted here by JavaScript -->
</ul>
<hr class="my-4">
<!-- ================Web Apps================ -->
<div class="category" id="Web Apps">
<h3 class="mt-5 display-6">Web Apps</h3>
<p>
Python stands out in web application development thanks to its simplicity, extensive community support, and wide range of frameworks.
The rich ecosystem provides efficient solutions for web development tasks, allowing for rapid prototyping and development.
With Python, developers can focus on building features and functionality, leveraging existing tools and resources to streamline the development process.
</p>
<div class="row grids mt-4" data-masonry='{"percentPosition": true }'>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a class="m-3" href="https://github.com/django/django" target="_blank">
<img class="card-img-top" src="static/image/logos/django.png" alt="Django">
</a>
<div class="card-body">
<h5 class="card-title" style="background-color:#156741; color:#fff;height:20px"></h5>
<p class="card-text">Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design.</p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3">
<a href="https://github.com/pallets/flask/" target="_blank">
<img class="card-img-top" src="static/image/logos/flask.webp" alt="Flask">
</a>
<figure class="p-3 mb-0">
<blockquote class="blockquote">
<p>Flask is a lightweight WSGI web application framework.</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a href="https://github.com/fastapi/fastapi" target="_blank">
<img class="card-img-top" src="static/image/logos/fastapi.png" alt="FastAPI">
</a>
<div class="card-body">
<h5 class="card-title"><a href="https://github.com/fastapi/fastapi" target="_blank">FastAPI</a></h5>
<p class="card-text">FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.8+ based on standard Python type hints.</p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card bg-danger text-white text-center p-3">
<a href="https://github.com/Pylons/pyramid" target="_blank">
<img class="card-img-top" src="static/image/logos/pyramid.png" style="height:60px; width:60px" alt="Pyramid">
<span class="display-6" style="color: #fff">Pyramid</span>
</a>
<figure class="mb-0">
<blockquote class="blockquote">
<p>Projects with ambition start small but finish big and must stay finished. </p>
</blockquote>
<figcaption class="blockquote-footer mb-0 text-white">
<cite title="Pyramid">by artisans for artisans</cite>
</figcaption>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<div class="card-body">
<h5 class="card-title">
<a href="https://github.com/bottlepy/bottle" target="_blank">
<img class="card-img-top" src="static/image/logos/bottle.png" alt="Bottle" />
</a>
</h5>
<p class="card-text">Bottle is a fast, simple and lightweight WSGI micro web-framework.</p>
<p class="card-text"><small class="text-muted">It is distributed as a single file module and has no dependencies other than the Python Standard Library.</small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3 text-end">
<div class="text-end">
<a href="https://github.com/cherrypy/cherrypy" class="mx-2" target="_blank">
<img class="card-img-top" src="static/image/logos/cherrypy.png" alt="CherryPy">
</a>
</div>
<figure class="mb-0">
<blockquote class="blockquote">
<p>CherryPy is a pythonic, object-oriented web framework.</p>
</blockquote>
<figcaption class="blockquote-footer mb-0 text-muted">
A Minimalist Python Web Framework
</figcaption>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body">
<a href="https://github.com/TurboGears/tg2" target="_blank">
<img class="card-img-top" src="static/image/logos/turbogears.png" style="width:100%; height:auto;" alt="TurboGears">
</a>
<p class="card-text mt-3"><small class="text-muted">The Web Framework that scales with you.</small></p>
<p class="card-text">TurboGears 2 is built on top of the experience of several next generation web frameworks including TurboGears 1, Django, and Rails.</p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<div class="card-body">
<h5 class="card-title">
<a href="https://github.com/sanic-org/sanic" target="_blank">
<img class="card-img-top" src="static/image/logos/sanic.png" style="width:100%; height:auto" alt="Sanic" />
</a>
</h5>
<p class="card-text"><small class="text-muted">The lightning-fast asynchronous Python web framework</small></p>
<p class="card-text">A Python 3.8+ web server and web framework that’s written to go fast!</p>
<h5 class="card-text">Build fast. Run fast.</h5>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3">
<a href="https://github.com/pallets/quart" target="_blank">
<img class="card-img-top" src="static/image/logos/quart.webp" alt="Quart">
</a>
<figure class="p-3 mb-0">
<blockquote class="blockquote">
<p>Quart is an asyncio reimplementation of the popular Flask microframework API.</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a class="m-3 text-center" href="https://github.com/Neoteroi/BlackSheep" target="_blank">
<img class="card-img-top" src="static/image/logos/blacksheep.png" style="width:75%;height:auto" alt="BlackSheep">
</a>
<div class="card-body">
<h5 class="card-title">
<a href="https://github.com/Neoteroi/BlackSheep" target="_blank">BlackSheep</a>
</h5>
<p class="card-text">BlackSheep is an asynchronous web framework to build event based web applications with Python.</p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a href="https://github.com/web2py/py4web" class="mx-2 my-2 text-center" target="_blank">
<img class="card-img-top" src="static/image/logos/py4web.png" style="width:50%" alt="Py4Web">
</a>
<h3 class="text-center"><a href="https://github.com/web2py/py4web" target="_blank">PY4WEB</a></h3>
<hr>
<div class="card-body">
<p class="card-text">
A web framework for rapid development of efficient database driven web applications.
It is the successor of <a href="https://github.com/web2py/web2py" target="_blank">Web2Py</a> but much improved.</p>
<figcaption class="blockquote-footer my-2 text-muted">
Much faster and slicker than Web2Py.
</figcaption>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a href="https://github.com/web2py/web2py" class="mx-2 my-2" target="_blank">
<img class="card-img-top" src="static/image/logos/web2py.png" style="width:60%" alt="WEB2PY">
</a>
<hr>
<div class="card-body">
<p class="card-text">Free open source full-stack framework for rapid development of fast, scalable, secure and portable database-driven web-based applications.</p>
<figcaption class="blockquote-footer my-2 text-muted">
Always backward compatible.
</figcaption>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<div class="card-body">
<h5 class="card-title">
<a href="https://github.com/MasoniteFramework/masonite" target="_blank">
<img class="card-img-top" src="static/image/logos/masonite.png" style="width:50%; height:auto" alt="Masonite" />
</a>
</h5>
<h5 class="card-title">
<a href="https://github.com/MasoniteFramework/masonite" target="_blank">Masonite</a>
</h5>
<hr>
<p class="card-text">
<a href="https://github.com/MasoniteFramework/masonite" target="_blank">Masonite</a>
is the developer focused dev tool with all the features you need for the rapid development you deserve.
</p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3 text-start">
<div class="text-end">
<a href="https://github.com/tornadoweb/tornado" class="mx-2" target="_blank">
<img class="card-img-top" src="static/image/logos/tornado.webp" alt="Tornado">
</a>
</div>
<hr>
<figure class="mb-0">
<blockquote class="blockquote">
<p>Tornado is a scalable, non-blocking web server and asynchronous web application framework in Python.</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center p-3">
<a href="https://github.com/litestar-org/litestar" target="_blank">
<img class="card-img-top" src="static/image/logos/litestar.svg" style="width:30%; height: auto;" alt="litestar">
</a>
<figure class="p-3 mb-0">
<blockquote class="blockquote">
<p>Litestar is a powerful, flexible, highly performant, and opinionated ASGI framework.</p>
</blockquote>
</figure>
<hr class="mb-2">
<figcaption class="blockquote-footer mt-2 text-muted">
One of the fastest ASGI frameworks
</figcaption>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body">
<a href="https://forge.extranet.logilab.fr/cubicweb/cubicweb" target="_blank">
<img class="card-img-top" src="static/image/logos/cubicweb.svg" alt="CubicWeb">
</a>
<p class="card-text mt-3">CubicWeb is a semantic web application framework.</p>
<p class="card-text"><small class="text-muted">
Empowering developers to efficiently build web applications by reusing components (called cubes)
and following the well known object-oriented design principles.</small>
</p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a class="text-center m-3" href="https://github.com/sparckles/robyn" target="_blank">
<img class="card-img-top" src="static/image/logos/robyn.webp" style="width:25%;height:auto" alt="Robyn">
</a>
<div class="card-body text-center">
<h5 class="card-title"><a href="https://github.com/sparckles/robyn" target="_blank">Robyn</a></h5>
<p class="card-text">A Fast, Innovator Friendly, and Community Driven Python Web Framework</p>
<p class="card-text"><small>Robyn merges Python's async capabilities with a <b>Rust</b> runtime for reliable, scalable web solutions.</small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3">
<a href="https://github.com/Kludex/starlette" target="_blank">
<img class="card-img-top" src="static/image/logos/starlette.svg" alt="Starlette">
</a>
<figure class="p-3 mb-0">
<blockquote class="blockquote">
<p>Starlette is a lightweight ASGI framework/toolkit, which is ideal for building async web services in Python.</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body text-center">
<a href="https://github.com/aio-libs/aiohttp" target="_blank">
<img class="card-img-top" src="static/image/logos/aiohttp.svg" style="width:50%;height:auto;" alt="AIOHTTP">
<h4 class="my-3">AIOHTTP</h4>
</a>
<hr class="my-2">
<p class="card-text mt-3"><b>Asynchronous HTTP Client/Server for asyncio and Python.</b></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body text-center">
<a href="https://github.com/miguelgrinberg/microdot" target="_blank">
<h2>Microdot</h2>
</a>
<hr class="my-2">
<p class="card-text mt-3"><b>The impossibly small web framework for Python and MicroPython</b></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body">
<a href="https://github.com/emmett-framework/emmett" target="_blank">
<img class="card-img-top" src="static/image/logos/emmett.png" style="width:100%; height:auto;" alt="Emmett">
</a>
<p class="card-text mt-3"><small class="text-muted">The web framework for inventors</small></p>
<p class="card-text">
<a href="https://github.com/emmett-framework/emmett" target="_blank">Emmett</a>
is a full-stack Python web framework designed with simplicity in mind.
</p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-header" style="background-color:#133f52;">
<h3 class="text-end">
<a style="color:#fff" href="https://github.com/twisted/klein" target="_blank">
Klein
</a>
</h3>
</div>
<div class="card-body text-end">
<blockquote class="mb-0">
<p>Klein is a micro-framework for developing production-ready web services with Python.</p>
<footer class="blockquote-footer mt-2 text-end">werkzeug + twisted.web</footer>
</blockquote>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<a href="https://github.com/klen/muffin" target="_blank">
<img class="card-img-top" src="static/image/logos/muffin.png" style="width: 60%; height: auto;" alt="Muffin">
</a>
<figure class="p-2 mb-0">
<blockquote class="blockquote">
<p>Muffin -- is a fast, lightweight and asyncronous ASGI web-framework for Python 3.</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3 text-center">
<a href="https://github.com/dymmond/ravyn" target="_blank">
<img class="card-img-top" src="static/image/logos/ravyn.png" alt="Ravyn">
</a>
<hr class="my-2">
<p class="card-text">
<small>
A next-generation async Python framework for building high-performance APIs,
microservices, and web applications with type safety and elegance. 🚀
</small>
</p>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<a class="text-center" href="https://github.com/webpy/webpy" target="_blank">
<img class="card-img-top" src="static/image/logos/webpy.gif" style="width:50%;height:auto" alt="webpy">
</a>
<div class="card-body">
<h5 class="card-title"><a href="https://github.com/webpy/webpy" target="_blank">WebPy</a></h5>
<p class="card-text">web.py is a web framework for python that is as simple as it is powerful.</p>
<p class="card-text"><small>web.py is in the public domain, you can use it for whatever purpose with absolutely no restrictions.</small></p>
</div>
</div>
</div>
</div>
</div>
<!-- End of Web Apps-->
<hr class="my-4">
<!-- ================Web Apps (in Python)================ -->
<div class="category" id="Web Apps (in Python)">
<h3 class="mt-5 display-6">Web Apps (in Python)</h3>
<p>
Python-based UI frameworks enable rapid development of web apps, perfect for demos, prototypes, and internal tools.
Emerging pure-Python frameworks simplify project sharing in data science, machine learning, and UI-leveraged apps.
They let developers focus on building backend models and data features, leveraging existing tools to streamline the process and
integrate analytical capabilities into web applications efficiently.
</p>
<div class="row grids mt-4" data-masonry='{"percentPosition": true }'>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body text-center">
<a href="https://github.com/streamlit/streamlit" target="_blank">
<img class="card-img-top" src="static/image/logos/streamlit.png" style="width:50%; height:auto" alt="Streamlit"/>
</a>
<h3><a href="https://github.com/streamlit/streamlit" target="_blank">Streamlit</a></h3>
<blockquote class="mb-0">
<p>Streamlit makes it easy to create and share beautiful, custom web apps for machine learning and data science.</p>
<footer class="blockquote-footer mt-2">No front‑end experience required.</footer>
</blockquote>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3">
<a href="https://github.com/gradio-app/gradio" target="_blank">
<img class="card-img-top" src="static/image/logos/gradio.svg" alt="Gradio">
</a>
<figure class="p-3 mb-0">
<blockquote class="blockquote">
<p>Build and share delightful machine learning web apps, all in Python.</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a class="text-center m-3" href="https://github.com/plotly/dash" target="_blank">
<img class="card-img-top" src="static/image/logos/dash.png" style="width:30%;height:auto" alt="Dash">
</a>
<hr class="my-2">
<div class="card-body">
<h3 class="card-title"><a href="https://github.com/plotly/dash" target="_blank">Dash</a></h3>
<p class="card-text">Dash is the most downloaded, trusted Python framework for building ML & data science web apps.</p>
<h6 class="card-text"> - <i>Built on top of Plotly.js, React, and Flask.</i></h6>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-header text-center">
<a href="https://github.com/reflex-dev/reflex" target="_blank">
<img class="card-img-top" src="static/image/logos/reflex.svg" style="width:80%;height:auto;" alt="Reflex"/>
</a>
</div>
<div class="card-body">
<blockquote class="mb-0">
<p>Reflex is an open-source, full-stack Python framework that makes it easy to build and deploy web apps in minutes.</p>
<hr class="mb-2">
<footer class="blockquote-footer mt-2">Use Python for everything.</footer>
</blockquote>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-end">
<a class="text-center m-3" href="https://github.com/Avaiga/taipy" target="_blank">
<img class="card-img-top" src="static/image/logos/taipy.png" style="width:70%;height:auto" alt="Taipy">
</a>
<hr class="my-2">
<div class="card-body">
<h3 class="card-title text-center"><a href="https://github.com/Avaiga/taipy" target="_blank">Taipy</a></h3>
<p class="card-text">Turns Data and AI algorithms into production-ready web applications in no time.</p>
<h6 class="card-text"> - <i>Build Python data & AI web applications. Beyond existing libraries.</i></h6>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<a class="text-center" href="https://github.com/reactive-python/reactpy" target="_blank">
<img class="card-img-top" src="static/image/logos/reactpy.svg" style="width:90%;height:auto" alt="reactpy">
</a>
<div class="card-body">
<h5 class="card-title"><a href="https://github.com/reactive-python/reactpy" target="_blank">ReactPy</a></h5>
<p class="card-text">It's React, but in Python</p>
<p class="card-text"><small>Build user interfaces in Python without Javascript.</small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body text-center">
<a href="https://github.com/mesop-dev/mesop" target="_blank">
<img class="card-img-top" src="static/image/logos/mesop.png" style="width:100%; height:auto" alt="Mesop"/>
</a>
<h3><a href="https://github.com/mesop-dev/mesop" target="_blank">Mesop</a></h3>
<blockquote class="mb-0">
<p>Build delightful web apps quickly in Python</p>
<footer class="blockquote-footer mt-2">Used at Google for rapid internal app development.</footer>
</blockquote>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3 text-center">
<a href="https://github.com/flet-dev/flet" target="_blank">
<img class="card-img-top p-3" src="static/image/logos/flet.svg" style="background-color: #fff; width: 50%; height: auto;" alt="Flet">
</a>
<h3><a href="https://github.com/flet-dev/flet" target="_blank">Flet</a></h3>
<hr class="my-2">
<figure class="mb-0">
<blockquote class="blockquote">
<p class="small">
<a href="https://github.com/flet-dev/flet" target="_blank">Flet</a>
enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a class="text-center m-3" href="https://github.com/frappe/frappe" target="_blank">
<img class="card-img-top" src="static/image/logos/frappe-framework.svg" style="width:100%;height:auto" alt="frappe-framework">
</a>
<div class="card-body">
<h5 class="card-title"><a href="https://github.com/frappe/frappe" target="_blank">Frappe Framework</a></h5>
<p class="card-text">Low code web framework for real world applications, in Python and Javascript.</p>
<p class="card-text"><small>A web framework with "batteries included" </small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-header" style="background-color: #1995dc;">
<h2><a style="color: #fff;" href="https://github.com/pywebio/PyWebIO" target="_blank">PyWebIO</a></h2>
</div>
<div class="card-body">
<blockquote class="mb-0">
<p>
Using <a href="https://github.com/pywebio/PyWebIO" target="_blank">PyWebIO</a>,
developers can write applications just like writing terminal scripts.
</p>
<hr class="mb-2">
<footer class="blockquote-footer mt-2">Write interactive web app in script way.</footer>
</blockquote>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<div class="card-body text-center">
<a href="https://github.com/widgetti/solara" target="_blank">
<img class="card-img-top" src="static/image/logos/solara.svg" style="width: 100%; height: auto;" alt="Solara">
</a>
<hr class="my-2">
<p class="card-text mt-3"><b>A pure Python, React-style web framework</b></p>
<p class="card-text"><small>Solara helps you build powerful & scalable Jupyter and web apps faster and easier.</small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<a class="mt-4" href="https://github.com/AnswerDotAI/fasthtml" target="_blank">
<h2 style="background-color: #ffffff; color: #000000;">FastHTML</h2>
</a>
<hr>
<div class="card-body">
<p class="card-text">The fastest way to create an HTML app.</p>
<p class="card-text"><small>
FastHTML is a new next-generation web framework for fast, scalable web applications with minimal, compact code.
</small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card">
<a class="text m-3" href="https://github.com/holoviz/panel" target="_blank">
<img class="card-img-top" src="static/image/logos/panel.png" style="width:100%;height:auto" alt="panel">
</a>
<div class="card-body">
<p class="card-text text-muted">The powerful data exploration & web app framework for Python</p>
<p class="card-text"><small>Easily build powerful tools, dashboards and complex applications entirely in Python. </small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-center">
<a class="text-center" href="https://github.com/django-commons/django-unicorn" target="_blank">
<img class="card-img-top" src="static/image/logos/unicorn.png" style="width:50%;height:auto" alt="django-unicorn">
</a>
<div class="card-body">
<h5 class="card-title"><a href="https://github.com/django-commons/django-unicorn" target="_blank">Unicorn</a></h5>
<p class="card-text">The magical reactive component framework for Django ✨</p>
<p class="card-text"><small>Quickly and easily add rich front-end interactions to your templates.</small></p>
</div>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card p-3">
<a href="https://github.com/justpy-org/justpy" target="_blank">
<h2 style="background-color: #2094f3; color: #fff;">JustPy</h2>
</a>
<hr class="my-2">
<figure class="p-2 mb-0">
<blockquote class="blockquote">
<p>An object oriented high-level Python Web Framework that requires no frontend programming</p>
</blockquote>
</figure>
</div>
</div>
<div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
<div class="card text-end">
<a class="text-center m-3" href="https://github.com/causalens/dara" target="_blank">
<img class="card-img-top" src="static/image/logos/dara.svg" style="width:70%;height:auto" alt="Dara">
</a>
<hr class="my-2">
<div class="card-body">
<h3 class="card-title"><a href="https://github.com/causalens/dara" target="_blank">Dara</a></h3>
<p class="card-text">Dara is a dynamic application framework designed for creating interactive web apps with ease, all in pure Python.</p>
<h6 class="card-text"> - <i>Build decision apps in Python</i></h6>