How To Create ChatGPT Plugins With ChatGPT [Step By Step]

The power to create a ChatGPT plugin is an actual sport changer in accessing extra data and increasing this AI instrument’s limits. On this information, I’ll present you learn how to create ChatGPT plugins step-by-step, utilizing ChatGPT prompts to do all of the coding be just right for you!

That’s proper.

You’ll be able to create your individual plugin with out hiring any plugin builders or realizing any programming your self.

Associated: Take a look at the entire official ChatGPT plugins you'll be able to set up as we speak.

Necessities to Construct and Run Your Personal ChatGPT Plugin

• ChatGPT Plugin entry (at present in beta)
• ChatGPT 4 (paid)
• An API
• Replit account

Plugin Entry

To run any of the plugins you create, that you must have entry to ChatGPT Plugins, which is at present in beta.

To hitch the waitlist for plugins, click here after which click on on the Be a part of Plugins Waitlist button.

You’ll be able to nonetheless create plugins for later, however you gained’t have the ability to run or take a look at them till you might be given entry.

ChatGPT 4

GPT 4 is simply out there to paid ChatGPT customers for $20 month-to-month. It’s required for this tutorial as a result of GPT 4’s capacity to generate usable programming code is significantly better than GPT 3.

You’ll be able to pay for and entry GPT 4 from the official ChatGPT interface by going to your account settings.

API

An API is an utility programming interface that serves because the intermediary between you and one other web site with data.

Most ChatGPT plugins will talk with an API and use the knowledge it will get again, mixed with its GPT-4 logic, to provide you outcomes.

APILayer has some examples of APIs you may use to create a ChatGPT plugin, however you might need your individual concepts too.

Replit

Replit is a browser-based code interpreter and editor (IDE) that ChatGPT will talk with to run your API code. Replit will execute code for you in a browser and is simple to get began with..

Sign up for a Replit account since you want it to get your plugin up and working.

ChatGPT Plugin Parts

There are a number of totally different parts to our ChatGPT plugin that you must know:

• Python App: That is the app saved on Replit that communicates with the API you’ve chosen.
• API Endpoints: These are touchpoints between ChatGPT and the API that you just wish to get information from.
• Manifest File: Your manifest file accommodates directions about how ChatGPT can work together along with your API endpoints.
• OpenAPI Definition: It is a documentation file describing your plugin and the way it works. It’s a wrapper that websites on high of the API to provide ChatGPT steerage about learn how to entry it.

Learn how to Create a ChatGPT Plugin

Inform GPT You Wish to Create a Plugin

To start out, inform ChatGPT what you wish to do so as to prime it for future inputs. Say one thing like “I wish to make a ___ plugin that does ____. What APIs can we use?” or “I wish to use the ___ API to create a plugin that does ____.”

Create major.py file

The primary.py code is the primary code that may run on Replit. To get ChatGPT to generate you your file, say “Create me an entire major.py file that interacts with the __ API. Right here is the API documentation.” after which paste within the excerpt documentation. Make sure that to incorporate any pattern code and data to assist ChatGPT create you correct Python code.

Paste into Replit and Setup Your API Key

Paste your major.py code into Replit.

Because you need your API key to be hidden, you wish to choose the Secrets and techniques instrument on the left facet and create a key identify along with your API key as your worth. Use the documentation given by Replit so as to add your key as an import after which entry your key in the fitting spot within the code.

Create Your API Endpoints

Now, you wish to create API endpoints for the python code you created. To do that, immediate ChatGPT as follows:

I now want an API endpoint created for my ___ perform and an online server created primarily based on my code beneath:

Insert last Major.py Code Right here

ChatGPT ought to suggest utilizing an online framework like Flask after which will give you your API endpoint code.

Overwrite your major.py code with this new API endpoint code!

Create the Manifest File

To create your manifest file in ChatGPT, immediate it:

Write me a manifest file for my app. Right here is the code:

*Insert Code Right here

END OF CODE.

Right here is the documentation for the manifest file and an instance:

*Insert Manifest instance

Paste in your newest major.py code into the immediate. Add “END OF CODE” in order that ChatGPT is aware of when your code is finished.

For the Manifest instance, copy the entire textual content beneath the “Plugin manifest” part within the Open AI documentation here.

Add Manifest File to Replit

Copy the manifest code that ChatGPT creates and head again to Replit. Create a brand new file known as ai-plugin.json after which paste in your manifest code into this json file.

Vital: delete any areas and underscores in your name_for_model variable.

Create OpenAPI Definition

Subsequent, you must create a documentation file that explains what your plugin does and the way ChatGPT can work together with the plugin.

To create your definition within the easiest method, copy the OpenAPI Definition part from the OpenAI documentation and immediate ChatGPT as follows:

Write me an OpenAPI definition for this app:

*Insert documentation right here

Add OpenAPI file to Replit

Again in Replit, create one other file known as openapi.yaml and paste in your documentation.

Add App Routing to Major.py

While you host your plugin so as to add it to ChatGPT’s library, you must setup routing to your ai-plugin.json and openapi.yaml information. Add this code to the underside of the primary.py file:

@app.route(‘/.well-known/ai-plugin.json’)

def serve_ai_plugin():

return send_from_directory(‘.’,

‘ai-plugin.json’,

mimetype=’utility/json’)

@app.route(‘/.well-known/openapi.yaml’)

def serve_openapi_yaml():

return send_from_directory(‘.’, ‘openapi.yaml’, mimetype=’textual content/yaml’)

You additionally want so as to add send_from_directory to your from flask import line on the high of the file.

Set up and Setup Waitress

In Replit, you should set up Waitress, a production-level atmosphere appropriate for working your net functions on a server.

Click on on Shell beneath the Instruments menu in Replit and kind pip set up waitress within the shell window that opens on the fitting.

Beneath the import OS line in your code, add a line that claims from waitress import serve

Lastly, on the backside of the primary.py file, add this code:

if identify == ‘__main__’:

serve(app, host=”0.0.0.0″, port=8080)

Run Utility

Hit the Run button and Replit will open up a browser web page to let you know that your plugin is now being hosted on the web.

Change Your Default Area Names

Copy the repl.co URL from the webview and in each the ai-plugin.json and openapi.yaml information, you’ll want to switch your-domain.com with the URL Replit gave you.

Set up in ChatGPT

Head again to ChatGPT and change your mannequin to Plugins. Bear in mind, that you must be given entry with a purpose to see this mannequin choice.

Click on on the Plugin Retailer > Develop Your Personal Plugin > My Manifest is Prepared

Paste within the base URL offered by Replit and click on on Discover Manifest File

And that’s it! Click on Subsequent, Set up For Me, Proceed, and Set up Plugin to complete up your set up.

Video Tutorial

Having bother studying learn how to create a ChatGPT plugin? Take a look at the video information beneath to stand up and began:

Conclusion

As you’ll be able to see, it solely takes a number of steps with a purpose to create a plugin for ChatGPT that interacts with an API and allows you to get customized data again. As soon as you understand how to generate the three information, issues ought to go easily.

When you have any questions on creating your manufacturing apps and extensions, remark down beneath and tell us!

Regularly Requested Questions (FAQs)