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What is Microsoft Power Pages and How Can You Use it?

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Microsoft Power Pages was released recently as an option for low coders to design their websites.

Power Pages integrates with other services such as Azure DevOps, among others, to automate workflows.

To start designing your website, you get a free 30-day trial period and can use templates for your design.

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Microsoft launched Power Pages as a standalone product within their Power Platform portfolio. This is made to enhance the creation of websites.

They are trying to address the need for businesses to get a low or no-code solution when developing their websites. Power Pages has existed for a couple of years. It was, however, a component of Power Apps known as Power Apps Portal. 

It has, however, been launched as a product on its own. This has seen Microsoft add new enhancements and has promised a unique experience for its users. Microsoft pledges to power every person, even those with a limited technical background.

What makes Microsoft Power Pages stand out from other development platforms? First, Microsoft is riding on the fact that Power Pages can integrate with other services.

This means that they can leverage Continuous Integration and Continous Delivery (CD/CD) practices and easily download and upload projects. This is also important for collaboration and avoiding some problems with Power Apps.

What is Microsoft Power Pages?

Microsoft Power Pages is a SaaS (Software as a Service) platform. It promises to be low-code, enterprise-grade, and secure when it comes to creating, administering, and hosting services and websites.

When writing this article, you can create a trial account with Power Apps to explore its capabilities. Unfortunately, this means that its pricing has not yet been released. However, using the old Power Apps pricing, you can run one app or portal per user for $5. You can also get a per-user plan for $20 per month. 

Businesses can get a monthly plan for $10 per user. It is based on the number of unique apps or portals a user runs each month. This is a better option, according to Microsoft Power Pages reviews.

How does Microsoft Power Pages work?

Power Pages allows users to create websites even when they are not professional developers. Once you create an account, you can decide to use a custom template or start with the default design template.

Some websites might require a database for adding, updating, or reading business information. For instance, you might have a page that collects information from customers. Fortunately, Power Pages comes with a data service known as Dataverse that works like a database. It stores information just like a normal database. It also comes with Microsoft Power automation, analysis, and security features.

How to sign up for Microsoft Power Pages price?

Microsoft Power Pages is going to be a game-changer in web development. This is a platform that small to large business owners can rely on for their web development features.

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What Is Doxing And How Can You Prevent It?

We reveal a great deal about ourselves since we live our lives online. Personal information, photographs, and geotags tell the world who you are and where you are on your favorite websites and social media networks. Your digital footprints are visible all across the web. You may become a victim of doxing if someone dislikes you and is ready to collect the breadcrumbs.

What is doxing?

Doxing is the act of obtaining, hacking, and publicizing the personal information of others, names, addresses, credit card numbers, and phone numbers, for example. Doxing might be directed at a single person or a whole organization. There are various reasons for doxing, but coercion is one of the most common. Because documents are frequently downloaded and shared, doxing is a slang term derived from the word “.doc.”

Hackers have devised various methods for doxing, but one of the most prevalent is locating the victim’s email address. After obtaining the victim’s email, the hacker attempts to decipher the password and access the victim’s account to obtain further personal information.

How does it work?

Data may be collected in a number of ways, from simple data harvesting to sophisticated hacking. Combine a high amount of self-disclosure with a low level of security, and you’ve got yourself a recipe for disaster. An attacker can discover a surprising amount about you in a short amount of time.

The following are the most popular techniques −

Sniffing of Wi-Fi (packets)

Hackers can easily gain access to public Wi-Fi networks. A doxer may easily intercept your internet connection and view real-time data, such as your browsing websites. This means that your personal information, such as login credentials and passwords, is in danger of being stolen.

Examining the metadata of files

An assailant can find out a lot about you just by glancing at your file information. If you go to the ‘Details’ part of a Word file, for example, you may see who made it, who updated it, when it was created, and possibly even what company it came from.

EXIF data is also present in photographs. This displays the model of the smartphone or camera used to capture the shot and the resolution and time it was taken. It can also expose your location if GPS was turned on when the shot was taken.

Logging of IP addresses

Hackers can also send an IP logger – an unnoticed bit of code – to your device by email or text message, allowing them to track your IP address.

Doxing’s Dangers

Typically, doxing is a targeted attack. Someone’s social media post could go viral, or they could be well-known in a specific hobby group or social circle. Perhaps they have differing viewpoints on sensitive or political issues from the doxer. And the consequences can be far-reaching.

The most alarming is referred to as “Swatting.” Special units are dispatched to the scene when someone phones law enforcement with a tip about a violent criminal or another person. The person being harassed has no idea what’s going on, and this miscommunication could result in severe consequences.

A user may be forced to change email addresses and phone numbers depending on the severity of violence and disruption. Due to the level of disturbance and fraudulent reporting, it may result in job termination if their workplace is discovered.

How can you avoid being doxed?

Thanks to the huge diversity of search tools and information readily available online, almost anyone can become a doxing victim.

If you’ve ever left a remark on an internet forum, joined a social networking site, signed an online petition, or purchased real estate, your information is publicly available. Furthermore, anyone searching for information in public databases, county records, state records, search engines, and other repositories will uncover a wealth of data. While this information is available to individuals who are truly interested in finding it, there are several steps you may take to keep your data protected. These are some of them:

Use a VPN to hide your IP address.

A VPN (a virtual private network) offers superior security against IP address leakage. Before reaching the public internet, a VPN encrypts the user’s internet traffic and sends it via one of the service’s servers, allowing you to surf the online anonymously. Kaspersky Secure Connection keeps your conversations private and protects you from phishing, malware, viruses, and other cyber risks while you use public Wi-Fi.

Good cybersecurity is a must.

Doxers can’t steal information through malicious applications using anti-virus and malware detection software. Regularly updating your software helps avoid security ‘holes,’ which might lead to you being hacked and doxed.

Make use of strong passwords.

A strong password combines capital and lowercase characters, numbers, and symbols. Use multiple passwords for different accounts and change them on a regular basis. If you have difficulties remembering passwords, use a password manager. For different platforms, use different usernames. Utilize distinct identities and passwords for each service if you use online forums like Reddit, 4Chan, Discord, YouTube, etc.

Create different email accounts for different needs.

Consider separating your professional, personal, and spam email accounts. Avoid giving out your email address to the general public. It should only be used for private communication with close friends, family, and other trusted contacts. Use your spam email to sign up for accounts, services, and promotions. Finally, your professional email address can be made public whether you are a freelancer or linked with a certain organization.

Examine and update your privacy settings on social media sites.

Examine your social media privacy settings to make sure you’re okay with the quantity of information you’re sharing and with whom it’s shared.

Think about the platforms you’ll use for various tasks. If you’re using a platform for personal purposes, tighten your privacy settings (like sharing images with friends and family on Facebook or Instagram). Let’s pretend you’re utilizing a platform for business (such as monitoring breaking news on Twitter and tweeting links to your work). In such a case, you might wish to make some of the settings public avoid posting important personal information or photographs.

Multi-factor authentication should be used.

This means that you — and anybody else attempting to log into your account — will require at least two pieces of identification to access your account, typically your password and phone number. Hackers will require access to a PIN in addition to the victim’s password, making it more difficult for them to obtain access to a person’s devices or online accounts.

Keep an eye out for fraudulent emails.

Doxers may use phishing scams to deceive you into providing personal information such as your home address, Social Security number, or even passwords. Be cautious when you receive a communication claiming to be from a bank or credit card business and asking for your personal information. A financial institution will never ask for this information by email.

Request that information from Google’s search results is removed.

Individuals who discover personal information in Google search results can request removal. Google simplifies the procedure by providing an online form. Many data brokers provide this type of information online, mostly for background checks and criminal background checks. Create Google alerts.

Set up Google alerts for your complete name, phone number, home address, or any other private information you’re concerned about so you’ll know if it comes online unexpectedly.

Digital Transformation – What Is It And How Can You Achieve It?

It is a phrase that gets thrown around a lot, but what is the definition of digital transformation? Digital transformation is the process of utilising new technology to create new business processes that can transcend over all your company departments to meet your changing business and industry needs. “It is not the strongest of the species that survive, nor the most intelligent that survives. It is the one that is the most adaptable to change.” Charles Darwin As part of your digital transformation you need to reimagine how you engage with your customers across sales, marking and customer service; and therefore, how your business operates overall. So, let’s take a look at the types of transformation available…  

Types of Digital Transformation

There are four types of digital transformation; business process, business model, organisational and domain. The mistake some businesses make is to only focus on process and/or organisational transformation; which means that as a company you are not accessing your full potential. Recognising and exploring the opportunities new technology can offer, in a multi-dimensional way will allow you to get the most out of your digital transformation. Below we discuss the four types of transformation:  

Business Process Transformation

A great success story of process transformation is when Domino’s Pizza performed a complete overhaul on their food ordering system. Dominos’ AnyWare allows customers to order their food from anywhere, off any device. This transformation meant they put the convenience of the customer first. Sales skyrocketed and in the US Dominos’ overtook Pizza Hut! From data to analytics and API’s to machine learning, technology can offer you new ways to

Business Model Transformation

Examples of companies who have pursued transformation of a traditional business model are; Uber and Netflix. Uber reinvented the taxi industry and Netflix in the way tv/film is distributed. Fundamentally, business model transformation reinvents the way in which value is delivered in your industry. This is no small undertaking and will heavily rely on the leadership of a strategy team. Often this will be delivered alongside the traditional business operations so as not to cause disruption.  Business Model Transformation can offer a company significant opportunity to grow.  

Organisational Transformation

To undertake a full digital transformation you will be required to redefine your companies mindset; an example of this is Experian. As a consumer credit agency, they reinvented their organisation by driving a major change in their employee focus from equipment to data, across the company. They made it compulsory for their staff to adopt digital workflow practises, but by doing this they were able to demonstrate the value of digital transformation.  

Domain Transformation

Domain Transformation can offer huge opportunity but often is an area businesses do not focus on. Many companies do not realise that new technology can open up entirely new business directions for their company. Take Amazon, they expanded into a new market with the launch of Amazon Web. In an area which was formally dominated by Microsoft and IBM, Amazon Web is now the largest cloud computing/infrastructure service in this field. Amazon Web Service is not an add on to Amazon, it is an entirely different company but collectively it represents 60% of Amazon’s annual profit.  

Achieving Digital Transformation Success

As Benjamin Franklin said, “If you fail to plan, you a planning to fail.” Pursuing digital transformation might not be quite on the same level as forming the constitution of the United States; but the saying couldn’t be more correct. Building a strategy to ensure a

Review, Analyse and Evaluate

Before you even start planning your digital transformation it is vital that you review, analyse and evaluate the processes, policies and habits of each department your transformation will affect. You need to have a clear view of what each departments problems are and challenges they face before you can solve them. The next step is to perform a similar evaluation of your business ‘as a whole’ to identify the overall aims for your transformation. Knowing your organisations current situation and being able to evaluate it with honesty and transparency will provide you with the insight you need.  Understanding where you are now, where you want to be and recognising those steps that might form part of your transformation, will provide you with a good foundation to start to plan your project.  

Clear and Constant Communication

From the project team, to management, to the wider employee body; communicating and making everyone feel like they are fully informed is key. Ensuring that your team can identify and overcome any challenges that may arise will help to keep your project on track. If each person has a thorough understanding of their role, along with all the necessary information to fulfil their tasks and has clear sight of the targets in place, your project should avoid any obstacles. All this is achieved with great communication, so make it your top priority.  

Continuity and Consistency

Your digital transformation is going to take time and you may encounter problems that mean you have to adapt your plan. Ensuring you keep your long-term goal in sight through each stage and approach challenges with care and consideration should keep your project on track. Just like in the fable ‘The Tortoise and The Hare’; sometimes those that are slow, consistent and show continuity win the race in the end.  

Sell your idea to everyone and bring them along on the journey

Start at the top with your C-level executives and ensure they fully understand both the immediate and long-term positive benefits of a digital transformation. Providing examples of case studies where a transformation has been successful will also help to explain your vision. Once they are onboard, they will become crucial in selling your transformation to those that will use your new technology the most.  

Change Management

Change Management should be ongoing throughout your transformation. There will be alterations that need to be made or challenges that cause setbacks, and they need to be managed to ensure they don’t cause delays overall. This will help you to keep in control of your important target dates. When your digital transformation is coming towards the end you need to allow for a period of adjustment. Your employees across all departments involved will require training and you customers or suppliers may need time to engage with your new technology. If your Change Management has been successful, when you get to this transition phase you should have plenty of time for your users to embrace and

Choose the right technology provide for you

Deciding which technology provider to team up with is a huge decision, as you need a partner that will guide you along the steep learning curve that is your transformation. A good partner will offer insight from their previous experiences, as well as guide you in terms of timelines and project goals. Your partner should provide your team with training and support which will help to ensure your new technology is embraced across all departments. Embarking upon a digital transformation is an exciting concept. New digital technologies connect people and machines to enable businesses to deliver a service that wasn’t even imaginable back in the age of the rolodex. Finding the right transformation for your business and investing in it will not only revolutionise the way you operate, it will future proof your company.  

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What Is Vsync And Should You Use It?

Vsync is an option that you’ll see in most PC video games and sometimes even in other applications. But what is Vsync? What does it do? Should you switch it on or off? 

The answer to this is complicated, but once you understand the purpose of Vsync you’ll know when to switch it on or leave it off.

Table of Contents

What Is Vsync?

The first thing you need to know is that your monitor can show a certain number of discrete images every second. This is known as the refresh rate, which is how many times the monitor can completely refresh the image on-screen with something new.

If you don’t already know, the illusion of moving pictures on a screen is created by rapidly displaying a sequence of still images. Each image shows the subject in a different slice of time. Most movies you watch in the cinema are filmed at 24 frames per second. So you see 24 slices of time shown within each second. 

There’s also plenty of content recorded at 30 and 60 frames per second. Action camera footage, for example, is typically recorded at 60 frames per second.

In a computer system, the GPU (graphics processing unit) prepares frames to be sent to the display. However, if the display isn’t ready for a new frame because it’s still working on drawing the previous one, it can cause a situation where parts of different frames are displayed at the same time. Vsync is meant to prevent this situation, by syncing the frames from the GPU to the refresh rate of the monitor.

Typical Refresh Rates

The most common display refresh rate out there is 60Hz. That is, 60 refreshes per second. Most computer monitors and televisions offer at least this much. 

You can also buy computer monitors in a variety of refresh rates, which include; 75Hz, 120 Hz, 144 Hz, 240 Hz and 300 Hz. There may be other oddball numbers as well, but these are typical, with higher refresh rates being rarer outside specialized gaming systems. 

Televisions are almost all 60 Hz units, with 120 Hz sets now entering the mainstream market along with the latest generation of gaming consoles that support that refresh rate.

Matching Frame Rates to Refresh Rate

The refresh rate of the screen doesn’t have to match the frame rate of the content exactly. For example, if you’re playing 30 frames per second video on a 60Hz display, then you just need to display two identical frames at 60Hz, totaling 30 unique frames. 

24fps footage poses a challenge, since 24 does not divide neatly into 60. There are different ways to solve this. Some screens use a form of video conversion known as a “pulldown” that compensates for the mismatch at the cost of running the content at a slightly different speed than intended. 

Many modern displays can also switch to different refresh rates. So a TV might switch to 48 Hz or even 24 Hz to get perfect synchronization with 24fps footage. 120Hz TVs don’t have to do this, since 24 divides evenly into 120.

When to Use Vsync

With video games, frames aren’t produced in such an ordered fashion as with film or video. Left without any limiters, the CPU, GPU, and game engine try to produce as many frames as possible. However, since the workload that the game engine puts on these components can vary, the frame rate may fluctuate.

As mentioned above, when the GPU is sending frames that are not in sync with the monitor’s refresh rate, you’ll get that tell-tale screen tearing look where different parts of the image don’t line up.

When you activate Vsync, your GPU only sends out a frame to be displayed when the monitor is ready to draw a new frame, also effectively limiting the rate at which frames are rendered. But this can actually cause yet another issue that results from how frames are “buffered”. Next, we’ll discuss two common types of frame buffering.

Double- Versus Triple- Buffered Vsync

So-called “double buffering” is the norm today. There are two buffers, taking turns to act as the “front” and back” buffer. The display draws the frame from the front buffer, while the GPU writes to the back buffer. Then the two buffers switch roles and the process repeats.

Without Vsync, the two buffers can be swapped at any time. So it’s possible that the screen will draw part of each buffer in the frame, which results in tearing. When you switch Vsync on, that tearing does go away. However, if the GPU doesn’t manage to finish writing to the back buffer in 1/60th of a second, that frame is skipped. This results in an effective 30 frames per second. 

Unless your computer can consistently render 60 frames per second, you’re liable to experience either a locked 30fps or wildly swinging framerates snapping between 30 and 60.

Triple-buffering adds a second back buffer, which means that there’s always a frame ready to be swapped to the front buffer, making it possible to have odd numbers such as 45 or 59 frames per second on a 60 Hz screen. If you’re given the option, triple-buffering is always a good option.

Enhanced Vsync Types

Nvidia has AdaptiveSync and FastSync, each with their own intelligent approach to Vsync. The former only switches on Vsync if a game’s frame rate is equal or higher than the refresh rate. Should it drop below that, Vsync is disabled, eliminating buffer latency. The latter solution is better as it enables triple buffering and provides the highest frame rate without tearing.

AMD has Enhanced Sync, which is like AdaptiveSync.

Vsync Versus Variable Refresh Rate

There’s a powerful alternative to Vsync known as variable refresh rate. Nvidia’s technology is known as G-Sync and AMD has developed FreeSync, but have made it free and open for anyone to use.

Both technologies let the monitor and GPU talk to each other in such a way that frames are synced with near flawless precision. In other words, all drawbacks of Vsync are addressed here. 

The main caveat is that the monitor itself has to support the technology. It’s rare to find monitors that support both standards, but Nvidia has recently relented and added FreeSync support for certain monitors. You can also attempt activating FreeSync on monitors not whitelisted by Nvidia, but the results may not be great in some cases.

So let’s summarize what you need to know about using Vsync:

What Is A Hangover? And Can You Cure It?

Even though some end-of-summer festivities might be limited this year, that doesn’t mean celebrations (and drinks) are, too. Within our households or over video calls, lots of us are planning to raise our glasses and forget about how terrible 2023 has been to the world.

It’d be nice if we could do all that without a horrible, head-wracking hangover, though.

Before you start scheduling some recovery time on your calendar, know you can try to avoid them, and but if things get rough, you might be able to make that bottle-ache a bit milder. But that’s the best-case scenario, because we’re sorry to tell you one cold, hard fact: there is no cure for hangovers. Like, none. Zero.

What do you mean there’s no cure for hangovers?

Exactly that, actually. For starters, science still doesn’t quite know what causes a hangover. Literature on the subject has identified three possible culprits: the direct effect of alcohol on the brain and other organs, the effects of alcohol withdrawal from these organs; and other non-alcoholic factors, such as the physiological effects of compounds created when the body processes alcohol, like methanol.

It’s also challenging to define what a hangover is. The definition researchers generally agree upon is that it’s a condition characterized by a feeling of misery that can last up to 24 hours after the amount of alcohol in your blood drops to zero. As anyone who’s ever experienced a hangover will tell you, symptoms can vary both in nature and intensity, going from headache, nausea, and fatigue, to muscle aches, vomiting, lack of concentration, and anxiety.

The symptoms you experience after a night of drinking will depend on multiple factors, like how much you drank, for how long, what it was, if you ate, what kind of food you devoured, if you danced, or smoked, and more. And that’s not even taking into account genetic predisposition to hangovers or family history regarding alcohol addiction.

Considering these effects vary widely from person to person—and even from one event to another—it is very hard to study them, which makes hangovers a tough nut to crack. And then there’s the morality of curing them.

“A possible explanation for the lack of scientific interest is that many physicians and researchers regard the alcohol hangover as an adequate punishment for unwanted behavior,” Utrecht University researchers Joris C. Verster and Renske Penning wrote in their 2010 paper Treatment and Prevention of Alcohol Hangover.

According to them, it is possible that part of the scientific community may not want to find a cure for hangovers because doing so would make binge drinking that much easier.

Ok, so how do I deal with a hangover?

It’s definitely easier to avoid a hangover than to cure it. ArturVerkhovetskiy via Deposit Photos

Since we don’t know what causes hangovers, there’s no drug or homemade remedy that will get rid of one entirely. In fact, the only scientifically proven method to avoid a hangover is moderate alcohol consumption or good old abstinence.

But since it is likely you will eventually have to deal with at least one hangover in your life, it’s a good idea to know there are things you can do to make the day after a party a little less miserable.

Rehydrate

Dehydration is one of the main symptoms of hangovers. Alcohol inhibits the production of antidiuretic hormone, preventing the kidneys from reabsorbing water and resulting in the overproduction of urine. Add that to sweating, vomiting, and diarrhea (all possible hangover symptoms), and you end up with a sure case of dehydration.

Drinking one glass of water for every alcoholic beverage you consume is a great way to prevent a bad hangover. If that ship has already sailed and you’re experiencing hangover-induced dehydration, you can always opt for a sports drink or make your own oral rehydration salts. All you need to do is mix two tablespoons of sugar and a 3/4 teaspoon of salt in four cups of water. Doing so will not only help you get that precious water back into your body, but will also restore your electrolytes.

Beware of congeners

If you’ve ever experienced a red wine-induced hangover, you know they’re some of the worst you can get, and congeners are to blame. These are the biologically active compounds that give alcoholic beverages their distinct taste, smell, and color. Research shows a higher concentration of congeners may have something to do with more severe hangovers, whereas drinking distilled spirits containing purer ethanol, such as vodka or gin, will result in milder or fewer hangover effects.

When it comes to avoiding hangovers, the lighter the color, the better—stay away from rum, whiskey, tequila, and red wine, which are among the alcoholic drinks with higher amounts of congeners.

Sleep well

Fatigue and muscle aches are two of the most common hangover symptoms, and you don’t have to be a doctor to know the best way to treat them: rest. But alcohol consumption disrupts sleep patterns, resulting in both less and worse sleep. Drinking also alters your circadian rhythm, which raises cortisol levels and causes a feeling similar to jet lag.

It might be difficult, but a good way to combat a hangover is just to sleep. Give yourself the time to get some rest and bounce back. And if you made the horrible decision of making plans for early the next day, God help you.

Be careful when taking Aspirin or paracetamol

When you’re suffering from a hangover that features an intense headache, your first instinct may be to take Aspirin or paracetamol. Studies have shown alcohol can cause an inflammatory response in the body, so anti-inflammatory drugs such as these could have a positive effect.

The problem is there’s no peer-reviewed evidence supporting Aspirin’s ability to fight a hangover, and research has found the use of the drug in combination with alcohol can result in stomach bleeding and liver damage. Before you think about taking any pills to fight off the consequences of a long night of partying, consult with your doctor—they may be able to recommend a better course of action considering your particular situation.

Is your head constantly spinning with outlandish, mind-burning questions? If you’ve ever wondered what the universe is made of, what would happen if you fell into a black hole, or even why not everyone can touch their toes, then you should be sure to listen and subscribe to Ask Us Anything, a brand new podcast from the editors of Popular Science. Ask Us Anything hits Apple, Anchor, Spotify, and everywhere else you listen to podcasts every Tuesday and Thursday. Each episode takes a deep dive into a single query we know you’ll want to stick around for.

Chatgpt Code Interpreter: What Is It And What Can You Do With It

A few days ago, OpenAI tweeted that they would be rolling out the Code Interpreter feature to all ChatGPT Plus users. Now, two days later – it looks like the rollout has already started, as I am able to enable and use the feature now. In this article, I’m going to address what is the Code Interpreter, how to enable it, and also list examples of how you can use it yourself.

So, let’s start from the top.

It looks like someone has submitted this to Sidebar (thanks!), I highly recommend that you also open this article from swyx – Code Interpreter == GPT 4.5 – which has a really nice intro and a lot of technical outgoing links. That is if you’re looking for a more technical overview.

What is the Code Interpreter?

In simple terms, the Code Interpreter can take code that you provide and perform (execute) actions with it; it can also analyze files that you upload and provide feedback on them.

Now, because the GPT-4 model in ChatGPT is limited to 25 messages every 3 hours, I haven’t been able to fully delve into the possibilities of this features, but I’m sure over the coming weeks everyone will get a better understanding of how it works and how to use it.

Nonetheless, so far I have been able to do the following:

Upload a screenshot and have Code Interpreter explain what information the image has. For example, you can ask it to summarize the text on an image (see the conversation here). This means that you can also upload an image of a website and ask about the overall design structure, the color scheme the site is using, and things of this nature.

You can upload your access.log file and ask the Code Interpreter to create various summaries, such as how many visitors your site has had, which are the most common referrers, or which are the most common web browsers that people use to access your website. You can do this practically for any kind of a data set.

You can also do things like generate charts, for example – here is a chart I generated with Code Interpreter that shows the most common URL paths that people were using from the dataset I provided.

You can also do things like provide raw data and then convert it into chart format. In the example below, I took the data from my chúng tôi frameworks article and asked the Code Interpreter to create a chart for it.

This is super convenient and an easy way to add more visuals to your own content. You can get it to convert practically any kind of data into visual format.

You can also specify which specific library you would like to use (this is limited to Python for now, and you can check the most popular Python libraries for data science in my article here).

I’m not sure what exactly is the file upload limit for Code Interpreter, but I personally was able to upload a 100MB file (my chúng tôi file), and it worked just fine.

How to enable the Code Interpreter in ChatGPT

Make sure it is enabled, and then you can go back to the GPT-4 model and select Code Interpreter from the dropdown menu. To upload files, there’s an arrow on the left-hand side of the input box where you put all your instructions.

Code Interpreter Examples

Below is a list of examples from Twitter users, both those that have gotten access just now and those that have already been using Code Interpreter as Alpha users. I’ll try to keep this updated as much as I can, because now that more people will have access to it – there are for sure going to be a lot more use cases that ChatGPT users will discover with this specific feature.

Create music market segments Bitcoin’s historical price Take old scratch STATA files & code and replicate them using Python Doing large-scale analysis Create heatmap charts Natural language querying to reduce stakeholder requests Visualizing the deductible gift recipients listing in Australia Turn images into video

I’ll be keeping an eye out for more examples and use cases, also those from my own findings. If you found an interesting use case – tweet me @stackdiary, and I will include it here.

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