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How can I add ChatGPT to my web site?
Different ways you can add ChatGPT to your website
There are a few different ways you can add ChatGPT to your website, depending on your specific requirements and the tools and frameworks you are using. Here are a few options:
- Use an API: OpenAI has an API that you can use to access ChatGPT. To use the API, you will need to sign up for an API key and then use it to make API calls from your website. You’ll need to write some code to send and receive the API calls, but you can find many examples and libraries in different languages that can help.
- Use a pre-built library or SDK: Some developers have created libraries or software development kits (SDKs) that make it easier to use ChatGPT in your website. For example, Hugging Face provides a JavaScript library that you can use to integrate ChatGPT with your website.
- Embed a pre-built chatbot: There are a few pre-built chatbots available that are built using ChatGPT and that you can embed in your website. For example, Botfront.io allows you to create a chatbot using the GPT-3 language model.

Intro
Requirements
Please note, to use ChatGPT or GPT-3 model, the OpenAI’s API requires a commercial or research agreement to be in place. As well some of the services may require paid subscription, so it’s recommended to check the pricing and terms of use in advance.
It’s also important to note that building a chatbot with GPT-3 or other language models can require some level of skill, mainly related to data science and natural language processing. If you have little or no experience with it, it may be better to seek professional help.
Integration
ChatGPT makes it easy to integrate artificial intelligence (AI) into your web site with just a few clicks. It employs machine learning technology to allow users to easily embed a natural language processing (NLP) chatbot into their website. ChatGPT learns from conversations, providing customers with an engaging and useful experience when visiting your site. ChatGPT will make your website stand out and provide visitors with an enjoyable experience that they won’t soon forget.
What is Google answer to ChatGPT?
What is Google answer to ChatGPT? – IT – Engineering – Cloud – Finance
How can I add ChatGPT to my web site?: Here are 10 use cases of ChatGPT based Apps
1. Connect your ChatGPT with your Whatsapp.
Link: http://bit.ly/3ZfmyzC
2. ChatGPT Writer : It use ChatGPT to generate emails or replies based on your prompt!
Link: http://bit.ly/3vGB3if
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3. WebChatGPT: WebChatGPT ( http://bit.ly/3CsA210) gives you relevant results from the web!
4. YouTube Summary with ChatGPT: It generate text summaries of any YouTube video!
Link: http://bit.ly/3QhismB
5. TweetGPT: It uses ChatGPT to write your tweets, reply, comment, etc.
Link: http://bit.ly/3k0vOY4
6. Search GPT: It display the ChatGPT response alongside Google Search results
Link: http://bit.ly/3X8GySx
7. ChatGPT or all search engines: You can now view ChatGPT responses on Google and Bing!
Link: http://bit.ly/3QlH2Tl
8. Save all your Prompts?: The `ChatGPT History` extension has you covered!
Link: http://bit.ly/3ijtDP8
9. Remake a video: Just pick a video you liked and visit https://lnkd.in/e_GD2reT to get its transcript. Once done, bring that back to Chat GPT and tell it to summarize the transcript. Read the summary and make a video on that yourself.
10. Search what people are Prompting with FlowGPT
Link: https://flowgpt.com
#searchengines #people #building #google #comment #video #writer
Create code to call to the OpenAI API using a natural language instruction.
With Python
import os
import openai
openai.api_key = os.getenv(“OPENAI_API_KEY”)
response = openai.Completion.create(
model=”code-davinci-002″,
prompt=”\”\”\”\nUtil exposes the following:\nutil.openai() -> authenticates & returns the openai module, which has the following functions:\nopenai.Completion.create(\n prompt=\”<my prompt>\”, # The prompt to start completing from\n max_tokens=123, # The max number of tokens to generate\n temperature=1.0 # A measure of randomness\n echo=True, # Whether to return the prompt in addition to the generated completion\n)\n\”\”\”\nimport util\n\”\”\”\nCreate an OpenAI completion starting from the prompt \”Once upon an AI\”, no more than 5 tokens. Does not include the prompt.\n\”\”\”\n”,
temperature=0,
max_tokens=64,
top_p=1.0,
frequency_penalty=0.0,
presence_penalty=0.0,
stop=[“\”\”\””]
)
With NodeJS
const { Configuration, OpenAIApi } = require(“openai”);
const configuration = new Configuration({
apiKey: process.env.OPENAI_API_KEY,
});
const openai = new OpenAIApi(configuration);
const response = await openai.createCompletion({
model: “code-davinci-002”,
prompt: “\”\”\”\nUtil exposes the following:\nutil.openai() -> authenticates & returns the openai module, which has the following functions:\nopenai.Completion.create(\n prompt=\”<my prompt>\”, # The prompt to start completing from\n max_tokens=123, # The max number of tokens to generate\n temperature=1.0 # A measure of randomness\n echo=True, # Whether to return the prompt in addition to the generated completion\n)\n\”\”\”\nimport util\n\”\”\”\nCreate an OpenAI completion starting from the prompt \”Once upon an AI\”, no more than 5 tokens. Does not include the prompt.\n\”\”\”\n”,
temperature: 0,
max_tokens: 64,
top_p: 1.0,
frequency_penalty: 0.0,
presence_penalty: 0.0,
stop: [“\”\”\””],
});
With curl:
curl https://api.openai.com/v1/completions \
-H “Content-Type: application/json” \
-H “Authorization: Bearer $OPENAI_API_KEY” \
-d ‘{
“model”: “code-davinci-002”,
“prompt”: “\”\”\”\nUtil exposes the following:\nutil.openai() -> authenticates & returns the openai module, which has the following functions:\nopenai.Completion.create(\n prompt=\”<my prompt>\”, # The prompt to start completing from\n max_tokens=123, # The max number of tokens to generate\n temperature=1.0 # A measure of randomness\n echo=True, # Whether to return the prompt in addition to the generated completion\n)\n\”\”\”\nimport util\n\”\”\”\nCreate an OpenAI completion starting from the prompt \”Once upon an AI\”, no more than 5 tokens. Does not include the prompt.\n\”\”\”\n”,
“temperature”: 0,
“max_tokens”: 64,
“top_p”: 1.0,
“frequency_penalty”: 0.0,
“presence_penalty”: 0.0,
“stop”: [“\”\”\””]
}’
With Json:
{
“model”: “code-davinci-002”,
“prompt”: “\”\”\”\nUtil exposes the following:\nutil.openai() -> authenticates & returns the openai module, which has the following functions:\nopenai.Completion.create(\n prompt=\”<my prompt>\”, # The prompt to start completing from\n max_tokens=123, # The max number of tokens to generate\n temperature=1.0 # A measure of randomness\n echo=True, # Whether to return the prompt in addition to the generated completion\n)\n\”\”\”\nimport util\n\”\”\”\nCreate an OpenAI completion starting from the prompt \”Once upon an AI\”, no more than 5 tokens. Does not include the prompt.\n\”\”\”\n”,
“temperature”: 0,
“max_tokens”: 64,
“top_p”: 1.0,
“frequency_penalty”: 0.0,
“presence_penalty”: 0.0,
“stop”: [“\”\”\””]
}
https://www.codeproject.com/Articles/5350454/Chat-GPT-in-JavaScript
Is ChatGPT API free?
What do you think about ChatGPT vs Google?
When Google took off, its key characteristic was that it was very very fast compared to its competition. The quality of the results was also impressive, and, as could be expected, it was very reliable and highly available.
That in itself didn’t make it a better product than Yahoo, which for years dominated the search engine market and which was the de facto home page to the internet, even after Google became a household name. However, this was enough to start the narrative that there was something special about Google that others just couldn’t do quite as well.
ChatGPT is not fast, is often wrong, and as a service is very unreliable. It’s down approximately 50% of the times I’m trying to use it. The technology behind it is not rocket science, that said they have a few things going for them. First, they trained a very large language model (LLM). The cost of this operation in terms of machine is massive. Google search can crawl the web and update their index all the time but the resources needed to train a LLM as big as GPT-3 are phenomenal. Second, they have a product. Microsoft, Meta, Google all could have released something similar and sooner, but didn’t. As a result, OpenAI just like Google ~23 years before it has a narrative going for them.
People’s perception of Google search
People’s perception of Google search is that it’s a service that will return 10 blue links to a query which is a list of keywords, that’s a bit unfair because for years this is neither what search results or search queries are, but then again Google has not been able to correct that impression. On the other hand, journalists know that there is a demand for stories that present ChatGPT as an all-powerful oracle that can do many things and whose output cannot be distinguished from actual people and these stories have kept coming – again, just like stories about Google in the early 2000s then about Facebook in the mid aughts.
ChatGPT is still not able to do what Google does.
The most common queries are about the weather, opening hours of businesses, shopping and lottery results. Those things however trite are completely out of bound for ChatGPT which doesn’t have a live connection with the real world. But then there are many things that a LLM-backed chatbot can do (or even better, that specific products supported by LLMs can do) which Google or other big tech companies just don’t offer.
ChatGPT is just one of many services that are threatening the role of Google not just as a search engine but as a central platform. It’s also very preliminary, after GPT3 will come GPT4, after ChatGPT will come waves of products with GPT APIs. So the landscape is going to change significantly over the next couple of years.
GPT-1, GPT-2 and GPT-3 can handle text inputs with sizes varying from 117M to 175B parameters.
GPT-4 is multi-modal i.e., it can handle both image and text inputs. The size of GPT-4 model is not revealed by OpenAI.
Kalyan Kalyanks
A step-by-step guide to building a chatbot based on your own documents with GPT
Chatting with ChatGPT is fun and informative — I’ve been chit-chatting with it for past time and exploring some new ideas to learn. But these are more casual use cases and the novelty can quickly wean off, especially when you realize that it can generate hallucinations.
GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while less capable than humans in many real-world scenarios, exhibits human-level performance on various professional and academic benchmarks.
GPT-4’s improvements are evident in the system’s performance on a number of tests and benchmarks, including the Uniform Bar Exam, LSAT, SAT Math, and SAT Evidence-Based Reading & Writing exams. In the exams mentioned, GPT-4 scored in the 88th percentile and above, and a full list of exams and the system’s scores can be seen GPT-4
Image is a multimodal chatbot like ChatGPT4.
Please follow Fakhar Abbas for more content like this
#artificialintelligence #chatgpt4 #chatgpt #innovation

Advanced Guide to Interacting with ChatGPT
As a web developer can you explain why React is needed?


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As a web developer, can you explain why React is needed?
In the early days of the internet, web sites were essentially made of static HTML files. Web servers were little more than file servers, when a user would come to a url, the web server would simply fetch it, and send it to the user via their browser, along with all kind of assets, like fonts and images.

The functionality of this kind of web pages are very limited, so eventually the web became more dynamic. When people would visit a page or interact with a form, instead of just fetching data, the server could perform an operation and prepare some content on demand. That content would still be sent to the user’s browser. There could also a little bit of code running on the browser, to animate pages, handle form and what not, but not very much.
So up until around 2010, that was the dominant model. Code could be involved to generate content but the browser wouldn’t do much, most of the logic would happen on servers which would just send prepared content to the browser.
However, in the early 2010s, this paradigm started to shift. With HTML5/CSS3, the browser became much more capable, and so people started to move the logic that would generate content from the server to the browser. Instead of sending a whole styled HTML page, a web server could just send the data needed to create it. Then, code could run on the browser to actually turn that data into HTML. That browser code could also update what the user would see, making just the required data calls.
So, in the early to mid 2010s, front-end code would typically:
- render complex web pages from data retrieved from back-end,
- simulate “navigation” between different views: when the user would do some actions, the entire page would change, the url would update etc. but without actually loading a new page from the server.
- maintain the state of an application: the application could track certain things about the user and the session, and won’t have to reload that information from the server all the time.
- dynamically update both contents and style of a web page.
Now, all of this is possible to do in “vanilla javascript”. But it’s really cumbersome to implement it, and especially tricky to do it in a performant way. There are millions and millions of “web apps” that are replacing the static “web sites” of old, and which all need to dynamically render content. Should developers reimplement that from scratch each time?
Enter the web frameworks such as React. These frameworks are abstractions that let the developers focus on the logic of their web app (where the data comes from, how content is organized) without being tied to the nitty gritty. Web frameworks make developers organize their code in building blocks called modules or components. Somebody could write a header component and someone else building a page could reuse that header component. And a third developer could change the header component, and that change would be reflected everywhere the component is used. Folks could also build 3rd party libraries compatible with the web framework ecosystem, that would address common problems that many developers face. For instance, someone could create a date picker component (a notably tricky interface) that anyone can reuse and customize. Or create a solution to deal with very long pages by only rendering what is in the browser viewport, and creating/deleting elements as a user would scroll.
To have the support of this ecosystem is a huge productivity boost. There are millions of developers who work with React, and the most popular React libraries are very elegant solutions to hard problems(the same could be said of Angular, Vue etc. though their communities are a bit smaller).
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React and web frameworks aren’t exactly needed, in fact there is a reverse trend in the last couple of years to go back to server generated content in some cases or to only use vanilla javascript, but it’s a very solid foundation to build a web app.

Comments:
1- The specific rationale for React is state management and efficient page updates, it’s underlying power comes not just from the structure and tooling provided by it being a framework, but also the shadow-DOM and component lifecycle that along with state management empower greater interactivity without very slow inefficient page updates.
2- React isn’t needed, but it is a great framework that can reduce the amount of work you do in making a website/webapp.
React is great for widgets and implementing patterns. You can keep data/text separate from structure and behavior. React, angular and vue are all popular frameworks. Before that we used stuff like dust, handlebars, jQuery and UI libraries like dojo and jQuery UI.
Developers are always looking for ways to be more efficient and more maintainable. React is a current iteration tool for being more efficient.
3- It is needed as a pattern for the devs to create packages that will works (The React packages). In NPM there are many packages, but all them are following its own logic, docs or no docs, they are based on another packages, etc. With things like React, you are somehow limited to follow its rules and you are entering its ecosystem which is good. This is true for all frameworks/libraries.
React also has some configurations which follows the best practices (create-react-app, NextJS, etc), but this is the same and for others.
The difference is that React is close to JS and there is a lot of freedom, what to use like a package, starter pack, use or not Typescript.
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List of Freely available programming books - What is the single most influential book every Programmers should read
- Bjarne Stroustrup - The C++ Programming Language
- Brian W. Kernighan, Rob Pike - The Practice of Programming
- Donald Knuth - The Art of Computer Programming
- Ellen Ullman - Close to the Machine
- Ellis Horowitz - Fundamentals of Computer Algorithms
- Eric Raymond - The Art of Unix Programming
- Gerald M. Weinberg - The Psychology of Computer Programming
- James Gosling - The Java Programming Language
- Joel Spolsky - The Best Software Writing I
- Keith Curtis - After the Software Wars
- Richard M. Stallman - Free Software, Free Society
- Richard P. Gabriel - Patterns of Software
- Richard P. Gabriel - Innovation Happens Elsewhere
- Code Complete (2nd edition) by Steve McConnell
- The Pragmatic Programmer
- Structure and Interpretation of Computer Programs
- The C Programming Language by Kernighan and Ritchie
- Introduction to Algorithms by Cormen, Leiserson, Rivest & Stein
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- The Art of Unix Programming
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- The Design of Everyday Things by Donald Norman
- Modern C++ Design by Andrei Alexandrescu
- Best Software Writing I by Joel Spolsky
- The Practice of Programming by Kernighan and Pike
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- Software Estimation: Demystifying the Black Art by Steve McConnel
- The Passionate Programmer (My Job Went To India) by Chad Fowler
- Hackers: Heroes of the Computer Revolution
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- JavaScript - The Good Parts
- Getting Real by 37 Signals
- Foundations of Programming by Karl Seguin
- Computer Graphics: Principles and Practice in C (2nd Edition)
- Thinking in Java by Bruce Eckel
- The Elements of Computing Systems
- Refactoring to Patterns by Joshua Kerievsky
- Modern Operating Systems by Andrew S. Tanenbaum
- The Annotated Turing
- Things That Make Us Smart by Donald Norman
- The Timeless Way of Building by Christopher Alexander
- The Deadline: A Novel About Project Management by Tom DeMarco
- The C++ Programming Language (3rd edition) by Stroustrup
- Patterns of Enterprise Application Architecture
- Computer Systems - A Programmer's Perspective
- Agile Principles, Patterns, and Practices in C# by Robert C. Martin
- Growing Object-Oriented Software, Guided by Tests
- Framework Design Guidelines by Brad Abrams
- Object Thinking by Dr. David West
- Advanced Programming in the UNIX Environment by W. Richard Stevens
- Hackers and Painters: Big Ideas from the Computer Age
- The Soul of a New Machine by Tracy Kidder
- CLR via C# by Jeffrey Richter
- The Timeless Way of Building by Christopher Alexander
- Design Patterns in C# by Steve Metsker
- Alice in Wonderland by Lewis Carol
- Zen and the Art of Motorcycle Maintenance by Robert M. Pirsig
- About Face - The Essentials of Interaction Design
- Here Comes Everybody: The Power of Organizing Without Organizations by Clay Shirky
- The Tao of Programming
- Computational Beauty of Nature
- Writing Solid Code by Steve Maguire
- Philip and Alex's Guide to Web Publishing
- Object-Oriented Analysis and Design with Applications by Grady Booch
- Effective Java by Joshua Bloch
- Computability by N. J. Cutland
- Masterminds of Programming
- The Tao Te Ching
- The Productive Programmer
- The Art of Deception by Kevin Mitnick
- The Career Programmer: Guerilla Tactics for an Imperfect World by Christopher Duncan
- Paradigms of Artificial Intelligence Programming: Case studies in Common Lisp
- Masters of Doom
- Pragmatic Unit Testing in C# with NUnit by Andy Hunt and Dave Thomas with Matt Hargett
- How To Solve It by George Polya
- The Alchemist by Paulo Coelho
- Smalltalk-80: The Language and its Implementation
- Writing Secure Code (2nd Edition) by Michael Howard
- Introduction to Functional Programming by Philip Wadler and Richard Bird
- No Bugs! by David Thielen
- Rework by Jason Freid and DHH
- JUnit in Action
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Top 1000 Canada Quiz and trivia: CANADA CITIZENSHIP TEST- HISTORY - GEOGRAPHY - GOVERNMENT- CULTURE - PEOPLE - LANGUAGES - TRAVEL - WILDLIFE - HOCKEY - TOURISM - SCENERIES - ARTS - DATA VISUALIZATION

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Exploring the Pros and Cons of Visiting All Provinces and Territories in Canada.

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Health Health, a science-based community to discuss human health
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- Hate Trump? According to a Proposed NIH Investigation, You Have a Mental-Health Disorder.by /u/indig0sixalpha on May 21, 2025 at 11:46 pm
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- New trial empowers women to choose how to deliver big babiesby /u/uniofwarwick on May 21, 2025 at 8:38 pm
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- Tim Walz calls out RFK Jr on children’s health: ‘Just so blatantly false’by /u/theindependentonline on May 21, 2025 at 7:21 pm
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Today I Learned (TIL) You learn something new every day; what did you learn today? Submit interesting and specific facts about something that you just found out here.
- TIL that Spice in Dune is partially an analogue for psilocybin, and the blue eyes are because psilocybin is blueby /u/d8_thc on May 22, 2025 at 9:02 am
submitted by /u/d8_thc [link] [comments]
- TIL During the Carnian Pluvial Event, it is believed that Earth experienced a period of intense rainfall that lasted for approximately 1 to 2 million years, significantly altering the climate and ecosystems of the time. This event contributed to the rise of dinosaurs and the extinction of many otherby /u/Joeclu on May 22, 2025 at 6:35 am
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- TIL that in 1994, a nutrition researcher published a groundbreaking discovery in diabetes care and named it after herself. Nobody noticed that it was just basic calculus, known for over 2,000 years.by /u/shebreaksmyarm on May 22, 2025 at 5:41 am
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- TIL of the multiplane camera, a device used to create depth and parallax in the early days of animation.by /u/MtotheJ65 on May 22, 2025 at 3:28 am
submitted by /u/MtotheJ65 [link] [comments]
- TIL That the Carter Center got the Guinea worm from an estimated 3.5 million reported cases in 1986 to 22 reported cases in 2015. It has continued to be under 100 reported cases since.by /u/CreeperRussS on May 22, 2025 at 3:18 am
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Reddit Science This community is a place to share and discuss new scientific research. Read about the latest advances in astronomy, biology, medicine, physics, social science, and more. Find and submit new publications and popular science coverage of current research.
- A new global analysis shows 1 in 4 assessed wild animal species face extinction – and climate change is an escalating threat. Insects, marine invertebrates, and coral ecosystems are especially vulnerable.by /u/calliope_kekule on May 22, 2025 at 4:53 am
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- A recent research on grain supply and demand matching in the Beijing–Tianjin–Hebei Region based on ecosystem service flows provides valuable insights into the dynamic relationships and heterogeneous patterns of grain matchingby /u/JIntegrAgri on May 22, 2025 at 3:32 am
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- No evidence for an active margin-spanning megasplay fault at the Cascadia Subduction Zoneby /u/GeoGeoGeoGeo on May 22, 2025 at 3:18 am
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- Study finds connection between support for far-right political parties and belief in genetic essentialism (genes determine who we are, including social traits/ behaviors). Supporters of populist right parties in Sweden/ Norway more likely to endorse this, linked to discriminatory/eugenic ideologies.by /u/mvea on May 22, 2025 at 1:36 am
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- Scientists figure out how the brain forms emotional connections in rats: neural recordings track how neurons link environments to emotional events | Prefrontal encoding of an internal model for emotional inferenceby /u/Hrmbee on May 22, 2025 at 12:48 am
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Reddit Sports Sports News and Highlights from the NFL, NBA, NHL, MLB, MLS, and leagues around the world.
- Pacers erase 17-point deficit, take Game 1 over Knicks in OT , 138-135 at the Gardenby /u/Oldtimer_2 on May 22, 2025 at 3:23 am
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- Stars score 3 PP goals in 5 1/2 minutes early in 3rd, rally to beat Oilers 6-3 in Game 1by /u/Oldtimer_2 on May 22, 2025 at 3:16 am
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- Brock Purdy avoided offseason drama before signing 5-year, $265 million extension with the 49ersby /u/Oldtimer_2 on May 22, 2025 at 2:46 am
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- USMNT soccer star Pulisic won't play in Gold Cup this summerby /u/Oldtimer_2 on May 22, 2025 at 1:18 am
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- bumrah bags 3-12, helps MI reach playoffs | MI vs DC | IPL 2025by /u/RodrickJasperHeffley on May 22, 2025 at 12:44 am
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