Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Textual content Into Net Apps

As a knowledge scientist by day and freelancer by evening, my schedule is jam-packed. 

When ChatGPT was first launched final 12 months, it was a godsend for my each day routine. I used it to study knowledge science ideas quicker, write programming tutorials, create knowledge visualizations, and even draft emails.

The discharge of GPT-4 and the Code Interpreter blew my thoughts and introduced unparalleled effectivity positive aspects to my workflow.

And simply after I thought issues couldn’t get any higher, I stumbled upon one thing that was much more groundbreaking: MetaGPT.



MetaGPT by Pico permits customers to construct any sort of app they envision utilizing the facility of pure language.

All you must do is sort in a textual content immediate, and MetaGPT mechanically turns your enter right into a practical net software.

The software makes use of GPT-4 below the hood, which provides it the power to know nuanced prompts and craft the underlying logic for the online app. 

And though the present capabilities of MetaGPT could seem spectacular, that is simply the tip of the iceberg of what lies forward within the discipline of generative AI. As we proceed to refine AI fashions, the functionalities that no-code platforms can provide will broaden, democratizing the tech growth panorama.

We’re paving the way in which to a future the place anybody can deliver their app concepts to life with out hefty investments or having to spend years studying programming languages.



Listed here are 6 steps you possibly can take to construct your individual ChatGPT-powered net software in minutes:


Step 1: Accessing MetaGPT


To entry MetaGPT, navigate to the Pico web site and create a free account. You’ll then see a display screen that appears like this:


Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps


You may sort in any app thought you’d like into the textual content field and choose “Create.”


Step 2: Making a Immediate


Since I’ve developed a newfound curiosity in studying concerning the totally different MBTI character varieties and the way they affect our day-to-day interactions, I prompted MetaGPT with the next app thought:

Construct me a ChatGPT-powered app that…

“Can predict my MBTI character sort primarily based on a sentence”

After getting into this immediate into MetaGPT and clicking on “Create,” the next display screen reveals up:


Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps


Step 3: Coming into Person Enter Particulars to MetaGPT


The software is asking us about what info we’d want from the person to construct this app out.

It has additionally provide you with a couple of AI-generated suggestions primarily based on the immediate we entered:

Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps

I’m going to go together with the third immediate – let’s construct an app that predicts the person’s character sort primarily based on their method to problem-solving.


Step 4: Customizing Your MetaGPT App


MetaGPT additionally permits you to create a personalized ChatGPT immediate, permitting you to specify the way you’d just like the app to be created.

You may as well select an aesthetic (what you need the app to seem like), and may even enter a hyperlink to your web site, which shall be included on the backside of your app.


Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps


Now, let’s click on on “Construct my app” to see what MetaGPT comes up with.

In simply seconds, MetaGPT generates an app that’s particular to our necessities:


Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps


On the right-hand aspect of the display screen is a visible illustration of the app generated by the software. You may make changes to the app’s interface on the left, by typing in a immediate to specify any design modifications you need mirrored.

As an example, you possibly can ask MetaGPT to “Change the button shade to blue,” and it’ll generate code that does simply that. This enables non-programmers to specify design modifications with out having to write down a single line of code.


Step 5: Enhancing MetaGPT-Generated Code


The platform additionally offers you the choice to view and modify the code used to construct the online software.

You may click on on the “Edit Code” button, which helps you to see and make modifications to the code throughout the interface:


Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps


Step 6: Sharing Your MetaGPT Net App


Lastly, MetaGPT creates a shareable URL and hosts your net software on a brief area, letting you deploy your net app and share it with others.

You may click on on this hyperlink to entry the MBTI character prediction app I simply constructed with the assistance of MetaGPT.

All you must do is sort in a immediate explaining your method to problem-solving, and the app generates a personality-type prediction primarily based in your sentence.

That is my end result:


Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps


The app nearly acquired my character sort proper! I’m an INFP, and it discerned my sort as an INFJ, which is fairly shut.

Since MetaGPT is powered by ChatGPT, the pure language and reasoning capabilities of the underlying language mannequin play an important position in driving such nuanced predictions.



MetaGPT is a strong no-code software that lets you flip textual content enter into an online software.

Listed here are some methods by which you need to use the software for knowledge science and analytics:


1. Mannequin Deployment


You need to use MetaGPT to construct a prototype of a machine-learning software to see the way it performs in an actual atmosphere. 

Previously, prototypes like these required the creator to own information of net growth frameworks like HTML, CSS, and Javascript, which knowledge scientists usually lack.

Instruments like MetaGPT assist take away this barrier of entry, permitting you to hurry up the transition from an thought to constructing a practical prototype.


2. Simplified Database Interplay


Some of the revolutionary purposes I’ve seen of MetaGPT is that this SQL Query Generator software. 

After I joined my first firm as a knowledge science intern, I didn’t know write SQL queries and needed to undergo a steep studying curve to have the ability to efficiently entry and manipulate knowledge from databases.

A question generator app like it is a boon for different knowledge professionals like me who won’t be well-versed in SQL however want to make use of it for on a regular basis duties.

All you must do is add an current database schema and specify the desk you wish to use.

Then, in plain textual content, sort in what you need the question to do, and click on on “Generate Question.”

In simply seconds, the online app will write an SQL question that accomplishes the meant operation.


3. Cross-Group Collaboration


If you’re a knowledge scientist, you need to use platforms like MetaGPT to construct knowledge science purposes and share them throughout totally different groups throughout the group. 

This democratizes knowledge science and analytical capabilities, making them extra accessible to different departments.

As an example, if the advertising and marketing group has a knowledge evaluation requirement, they’ll merely add their dataset to the appliance and get the specified output as a substitute of approaching the information science group each time.

This fashion, as a knowledge scientist, you get to focus your efforts on extra complicated duties like refining mannequin efficiency and researching new algorithms as a substitute of performing repetitive analytical duties.

That’s all for this text, thanks for studying. I’d love to listen to your feedback about MetaGPT and the way you intend to make use of the platform to show your app concepts into actuality!
Natassha Selvaraj is a self-taught knowledge scientist with a ardour for writing. You may join along with her on LinkedIn.

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