@@ -1189,9 +1189,9 @@ <h5 class="card-title mt-3"><a href="https://github.com/strawberry-graphql/straw
11891189
11901190 < hr class ="my-4 ">
11911191
1192- <!--Content Managment System-->
1193- < div class ="category " id ="Content Managment System ">
1194- < h3 class ="mt-4 display-6 "> Content Managment System</ h3 >
1192+ <!--Content Managment System (CMS) -->
1193+ < div class ="category " id ="Content Managment System (CMS) ">
1194+ < h3 class ="mt-4 display-6 "> Content Managment System (CMS) </ h3 >
11951195 < p >
11961196 Content Management System (CMS) frameworks in Python are software platforms designed to facilitate the creation,
11971197 management, and publication of digital content, making it easier for users to build and maintain websites
@@ -1351,13 +1351,13 @@ <h5 class="card-title">
13511351
13521352 </ div >
13531353 </ div >
1354- <!--End of Content Managment System-->
1354+ <!--End of Content Managment System (CMS) -->
13551355
13561356 < hr class ="my-4 ">
13571357
1358- <!--ML, DL, & AI-->
1359- < div class ="category " id ="ML,DL, & AI ">
1360- < h3 class ="mt-4 display-6 "> ML, DL, & AI</ h3 >
1358+ <!--ML, DL, and AI-->
1359+ < div class ="category " id ="ML, DL, and AI ">
1360+ < h3 class ="mt-4 display-6 "> ML, DL, and AI</ h3 >
13611361 < p >
13621362 Python frameworks are exceptionally well-suited for machine learning (ML), deep learning (DL), and artificial intelligence (AI) applications.
13631363 Python's popularity in this domain is driven by its rich ecosystem of specialized
@@ -1493,23 +1493,24 @@ <h5 class="card-title"><a href="https://spark.apache.org/docs/latest/ml-guide.ht
14931493 </ div >
14941494 </ div >
14951495
1496- < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
1497- < div class ="card ">
1498- < div class ="card-body text-center ">
1499- < a href ="https://openai.com/ " target ="_blank ">
1500- < img class ="card-img-top " src ="static/image/logos/mindsdb.png " alt ="mindsdb ">
1501- </ a >
1502- < figure class ="p-3 mb-0 ">
1503- < blockquote class ="blockquote ">
1504- < p class ="text-muted ">
1505- < a href ="https://github.com/openai/openai-python " target ="_blank "> Build AI applications fast</ a >
1506- </ p >
1507- </ blockquote >
1508- </ figure >
1509- < p class ="card-text "> MindsDB's AI Virtual Database empowers developers to connect any AI/ML model to any datasource.</ p >
1510- </ div >
1511- </ div >
1512- </ div >
1496+ </ div >
1497+ </ div >
1498+ <!--End of ML, DL, and AI-->
1499+
1500+ < hr class ="my-4 ">
1501+
1502+ <!--LLM & Generative AI-->
1503+ < div class ="category " id ="LLM and Generative AI ">
1504+ < h3 class ="mt-4 display-6 "> LLM and Generative AI</ h3 >
1505+ < p >
1506+ Python frameworks for large language models (LLMs), generative AI, and AI agents
1507+ empower developers to create applications in text generation, image synthesis,
1508+ code generation, and more. Leveraging Python's vast library ecosystem
1509+ and its central role in LLM and Generative AI research, these tools simplify building,
1510+ orchestrating, deploying, and serving state-of-the-art models.
1511+ </ p >
1512+
1513+ < div class ="row grids mt-4 " data-masonry ='{"percentPosition": true } '>
15131514
15141515 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
15151516 < div class ="card ">
@@ -1564,6 +1565,24 @@ <h5 class="card-title"><a href="https://github.com/langfuse/langfuse" class="tex
15641565 </ div >
15651566 </ div >
15661567
1568+ < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
1569+ < div class ="card ">
1570+ < div class ="card-body text-center ">
1571+ < a href ="https://www.llamaindex.ai/ " target ="_blank ">
1572+ < img class ="card-img-top " src ="static/image/logos/llamaindex.svg " alt ="llamaindex ">
1573+ </ a >
1574+ < hr >
1575+ < p class ="card-text ">
1576+ < small >
1577+ < a href ="https://github.com/run-llama/llama_index " target ="_blank "> LlamaIndex</ a >
1578+ is a data framework for your LLM applications.
1579+ </ small >
1580+ </ p >
1581+ < p > Turn your enterprise data into production-ready LLM applications.</ p >
1582+ </ div >
1583+ </ div >
1584+ </ div >
1585+
15671586 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
15681587 < div class ="card ">
15691588 < a class ="text-center p-2 " href ="https://superagi.com/ " target ="_blank ">
@@ -1635,24 +1654,6 @@ <h2>
16351654 </ div >
16361655 </ div >
16371656
1638- < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
1639- < div class ="card ">
1640- < div class ="card-body text-center ">
1641- < a href ="https://www.llamaindex.ai/ " target ="_blank ">
1642- < img class ="card-img-top " src ="static/image/logos/llamaindex.svg " alt ="llamaindex ">
1643- </ a >
1644- < hr >
1645- < p class ="card-text ">
1646- < small >
1647- < a href ="https://github.com/run-llama/llama_index " target ="_blank "> LlamaIndex</ a >
1648- is a data framework for your LLM applications.
1649- </ small >
1650- </ p >
1651- < p > Turn your enterprise data into production-ready LLM applications.</ p >
1652- </ div >
1653- </ div >
1654- </ div >
1655-
16561657 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
16571658 < div class ="card ">
16581659 < a class ="text-center p-2 " href ="https://github.com/OpenBMB/ChatDev " target ="_blank ">
@@ -1674,15 +1675,33 @@ <h5 class="card-title"><a href="https://github.com/OpenBMB/ChatDev" class="text-
16741675 </ div >
16751676 </ div >
16761677
1678+ < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
1679+ < div class ="card ">
1680+ < div class ="card-body text-center ">
1681+ < a href ="https://mindsdb.com/ " target ="_blank ">
1682+ < img class ="card-img-top " src ="static/image/logos/mindsdb.png " alt ="mindsdb ">
1683+ </ a >
1684+ < figure class ="p-3 mb-0 ">
1685+ < blockquote class ="blockquote ">
1686+ < p class ="text-muted ">
1687+ < a href ="https://github.com/mindsdb/mindsdb " target ="_blank "> The platform for building AI from enterprise data.</ a >
1688+ </ p >
1689+ </ blockquote >
1690+ </ figure >
1691+ < p class ="card-text "> You can create, serve, and fine-tune models in real-time from your database, vector store, and application data.</ p >
1692+ </ div >
1693+ </ div >
1694+ </ div >
1695+
16771696 </ div >
16781697 </ div >
1679- <!--End of ML, DL, & AI-->
1698+ <!--End of LLM & Generative AI-->
16801699
16811700 < hr class ="my-4 ">
16821701
1683- <!--Task Queues & Messages-->
1684- < div class ="category " id ="Task Queues & Messaging ">
1685- < h3 class ="mt-4 display-6 "> Task Queues & Messaging</ h3 >
1702+ <!--Task Queue and Messages-->
1703+ < div class ="category " id ="Task Queue and Messaging ">
1704+ < h3 class ="mt-4 display-6 "> Task Queue and Messaging</ h3 >
16861705 < p >
16871706 Python offers robust frameworks for task queues and messaging systems, facilitating the creation of scalable, asynchronous, and event-driven applications.
16881707 Python's extensive libraries for message handling and serialization, along with its readability and simplicity,
@@ -1807,13 +1826,13 @@ <h2 class="card-title"><a href="https://github.com/samuelcolvin/arq" target="_bl
18071826
18081827 </ div >
18091828 </ div >
1810- <!--End of Task Queues & Messages -->
1829+ <!--End of Task Queue and Messaging -->
18111830
18121831 < hr class ="my-4 ">
18131832
1814- <!--Parallel & Distributed Computing-->
1815- < div class ="category " id ="Parallel & Distributed Computing ">
1816- < h3 class ="mt-4 display-6 "> Parallel & Distributed Computing</ h3 >
1833+ <!--Parallel and Distributed Computing-->
1834+ < div class ="category " id ="Parallel and Distributed Computing ">
1835+ < h3 class ="mt-4 display-6 "> Parallel and Distributed Computing</ h3 >
18171836 < p >
18181837 Python frameworks (including bindings) are often used to create applications that distribute workloads across multiple nodes or machines,
18191838 enabling parallel processing, task scheduling, and distributed data processing.
@@ -1909,9 +1928,9 @@ <h5 class="card-title"><a href="https://github.com/apache/spark/tree/master/pyth
19091928
19101929 < hr class ="my-4 ">
19111930
1912- <!--Workflow & Pipelines-->
1913- < div class ="category " id ="Worflow & Pipelines ">
1914- < h3 class ="mt-4 display-6 "> Workflow & Pipelines</ h3 >
1931+ <!--Workflow and Pipelines-->
1932+ < div class ="category " id ="Worflow and Pipelines ">
1933+ < h3 class ="mt-4 display-6 "> Workflow and Pipelines</ h3 >
19151934 < p >
19161935 Python provides abroad of frameworks and packages for workflow management, data pipelines, and job scheduling, making it a strong choice for data engineering and job automation.
19171936 Python's flexibility, rich ecosystem, and ease of use make it well-suited for developing and maintaining data pipelines and workflow automation systems.
@@ -2186,7 +2205,7 @@ <h3 class="text-end py-3">mara-pipelines</h3>
21862205
21872206 </ div >
21882207 </ div >
2189- <!--End of Workflows & Pipeline -->
2208+ <!--End of Workflow and Pipelines -->
21902209
21912210 < hr class ="my-4 ">
21922211
@@ -2557,9 +2576,9 @@ <h2 class="text-center">
25572576
25582577 < hr class ="my-4 ">
25592578
2560- <!--Web Crawling & Scraping-->
2561- < div class ="category " id ="Web Crawling & Scraping ">
2562- < h3 class ="mt-4 display-6 "> Web Crawling & Scraping</ h3 >
2579+ <!--Web Crawling and Scraping-->
2580+ < div class ="category " id ="Web Crawling and Scraping ">
2581+ < h3 class ="mt-4 display-6 "> Web Crawling and Scraping</ h3 >
25632582 < p >
25642583 Web crawling/scraping using Python frameworks is a highly effective approach for extracting data from websites and web-based sources.
25652584 Python offers powerful frameworks that streamline the web crawling/scraping and data acquisition process.
@@ -2724,13 +2743,13 @@ <h3>Gerapy</h3>
27242743
27252744 </ div >
27262745 </ div >
2727- <!--End of Web Crawling & Scraping-->
2746+ <!--End of Web Crawling and Scraping-->
27282747
27292748 < hr class ="my-4 ">
27302749
2731- <!--GUI & TUI-->
2732- < div class ="category " id ="GUI & TUI ">
2733- < h3 class ="mt-4 display-6 "> GUI & TUI</ h3 >
2750+ <!--GUI and TUI-->
2751+ < div class ="category " id ="GUI and TUI ">
2752+ < h3 class ="mt-4 display-6 "> GUI and TUI</ h3 >
27342753 < p >
27352754 Python frameworks are an excellent choice for graphical user interface (GUI) and text-based user interface (TUI) development,
27362755 as they provide developers with versatile tools for creating cross-platform desktop applications.
@@ -3084,7 +3103,7 @@ <h3 class="text-center"><a href="https://github.com/urwid/urwid" target="_blank"
30843103
30853104 </ div >
30863105 </ div >
3087- <!--End of GUI & GUI-->
3106+ <!--End of GUI and GUI-->
30883107
30893108 < hr class ="my-4 ">
30903109
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