GPTs and Custom Actions: Beyond Plugins

1 What Are GPTs :

Got a knack for personalization? Then you’re going to love this. GPTs are OpenAI’s latest innovation, crafted for anyone eager to tailor their AI just the way they like it. Whether you’re streamlining your daily grind, mastering a new hobby, or turbocharging your workplace, GPTs are your go-to for a bespoke AI experience.

These aren’t your run-of-the-mill, one-size-fits-all AIs; GPTs are like your personal ChatGPT, on steroids. They’re all about giving you the controls to program your AI with an array of skills, knowledge, and tasks that align with your unique needs. And the best part? You don’t need to be a coding wizard to bring them to life.

So, for the developers who’ve been tinkering with ChatGPT plugins, GPTs are the next chapter. They’re not just here to stay; they’re set to take your creations and share them with the world, reshaping the way we think about and use AI.

2 GPTs vs ChatGPT Plugins :

ChatGPT plugins have been the trusty sidekicks, enabling AI to access and utilize external data, connect with various services, and deliver intelligent responses. They’ve served us well, but they’ve also had their limitations.

GPTs: The Innovators GPTs are the disruptors in this AI narrative. They expand upon the foundational concept of plugins to offer significantly enhanced customization. With GPTs, you’re not just giving instructions to an AI — you’re crafting a personal assistant that’s intricately customized to your individual needs.

Flexibility and Intuition One of the most striking differences with GPTs is their flexibility. These AI models are built to be more intuitive, allowing for customization without complex coding requirements. They bring to the table ‘Actions’ — robust functionalities enabling GPTs to execute precise tasks, engage with real-world data, and manage communications like sending emails.

The Power of Custom Actions Custom Actions are where GPTs outshine their predecessors. They provide a granular level of control and a richer interaction with third-party services. Imagine plugins with a highly specialized skill set designed to cater to your unique preferences.

Beyond the One-Size-Fits-All Approach ChatGPT plugins laid the groundwork, but GPTs take the concept further, offering unprecedented personalization capabilities. They are not just an improvement in intelligence; they represent a reimagining of AI, sculpted for a future that eagerly anticipates innovation and customization.

3 How to Create Your Own GPT with the GPT Builder: A Step-by-Step Guide :

Are you ready to dive into the world of AI and create your very own Generative Pre-trained Transformer (GPT)? Whether you’re looking to innovate customer service with an interactive chatbot, generate creative content, or build a sophisticated code assistant, the GPT Builder platform makes this process intuitive and accessible. Here’s your step-by-step guide to bringing your own AI to life.

Step 1: Enter the GPT Builder Platform

After logging into the platform, select the ‘Explore’ option from the sidebar to view different features available to you.

Step 2: Go to “My GPTs” Section

After selecting ‘Explore’ within the platform, you will be directed to a comprehensive view of available GPTs. This includes not only the GPTs you have created but also those developed by OpenAI and shared by the community.

Step 3: Begin Creating Your GPT

On the “My GPTs” screen, click the ‘+’ icon or “Create a GPT” to start a new project. This action takes you into the GPT Builder.

Step 4: Use Natural Language to Build Your GPT

Within the ‘Create’ tab of the GPT Builder, you will use natural language to describe what you want your GPT to do. As you provide instructions, the GPT Builder will interpret them, allowing you to see your GPT being constructed in real-time. This intuitive interface removes the complexity of traditional programming.

Step 5: Configure Additional Details

Switch to the ‘Configure’ tab to access further customization options. Here, you can add an image for your GPT and give it a distinctive name, ensuring that it stands out and is easily recognizable.

Step 6: Describing Your GPT’s Purpose

Clarity is key. In the ‘Description’ field, articulate what your GPT will do. A clear description could be “A chatbot that provides 24/7 customer support and answers FAQs.”

Step 7: Setting Up Instructions

Here’s where you get specific. In the ‘Instructions’ field, outline what your GPT should do, how it should behave, and its limitations. For example:

• “Generate responses to customer queries related to product features and prices.”
• “Maintain a polite and professional tone at all times.”
• “Avoid providing financial advice or personal opinions.”

Step 8: Crafting Conversation Starters

Conversation starters are prompts that help users engage with your GPT. Examples include:

• “Ask me about our latest product features.”
• “Need help with your order? Just say ‘Order assistance’.”
• “Curious about pricing? Type ‘Price query’ to start.”

Step 9: Uploading Knowledge

If your GPT needs specific knowledge, upload relevant files. This could be product catalogs, FAQs, or code libraries, depending on your GPT’s purpose.

Step 10: Enabling Capabilities

Decide and select which capabilities your GPT requires. Does it need to browse the web for information, generate images, or interpret code? Check the appropriate boxes.

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Step 11: Adding Actions

If your GPT requires custom actions — such as sending emails or querying databases — add these in the ‘Actions’ section.

Step 12: Preview and Adjust

Use the ‘Preview’ on the right to visualize how your GPT will appear to end-users. Make adjustments as needed to ensure functionality and aesthetics align with your vision.

Step 13: Save Your Project

After you’ve configured your GPT and previewed it to ensure it meets your expectations, the next step is to save your project. To do this, you’ll likely need to click a ‘Save’ or ‘Update’ button which might be located in the upper right corner or elsewhere in the interface.

Publishing Options:

Once saved, you can choose how to share your GPT:

1. Private: Select ‘Only me’ if you wish to keep the project for personal use.
2. Restricted: Choose ‘Only people with a link’ to share your GPT with a select group.
3. Public: Opt for ‘Public’ to share your GPT with the wider community.

Step 14: Customize Your Builder Profile

1. Name Inclusion: Decide if you want your name to appear in the public profile for your GPT. This can be a way to brand your work or to remain anonymous. If you choose to include your name, toggle the ‘Name’ switch to the on position. This will make your name “Name is populated from your billing profile.”, visible to users who interact with your GPT.
2. Website Linking: If you have a website related to your GPT or your work in general, you can include it by toggling the ‘Website’ switch on. add your website Link which could be a domain where users can learn more about Your Gpt, obtain support, or contact you directly. This can be particularly important for driving traffic to your professional portfolio or to a commercial product site.
   
3. Preview: Make sure to use the ‘Preview’ feature to see how your profile changes will be displayed to the public. This helps you get a sense of the user’s perspective.
4. Confirmation: Once you are satisfied with how your builder profile looks, you can confirm the changes. Look for  ‘X’ to close the settings and save your profile configuration.

By customizing your builder profile, you create a connection with the users of your GPT. It adds a level of professionalism and can help build trust and recognition in your work.

After customizing your builder profile and setting the desired privacy level, you’ve completed the setup of your GPT.

You’re now ready to publish and share your creation with the audience of your choice. Whether for personal experimentation, a select group of users, or the broader public, your GPT is now poised to interact, engage, and provide value to its users.

Read More : How To Create Custom GPTs from a URL

4 How To Creat Custom Actions

Custom actions empower your GPT to perform specific tasks by interfacing with external APIs. Here’s how to set them up:

1. Name Your Schema

Begin by naming your schema. This serves as the collective identifier for the actions it comprises, providing clarity and organization.

2. Define the Function

• Name: Assign a clear and identifiable name to your function for future reference.
• Description: Describe the purpose and functionality of the API. For instance, specify if it retrieves information or processes user input.
• Path: Input the API endpoint. Select the proper HTTP method (GET, POST, etc.) and provide the full endpoint path.

3. Authentication Setup

• Authentication: Determine the type of authentication your API requires. If it’s an open API, you may not need authentication. Otherwise, choose between API Key, OAuth.

4. Import API Schema (Optional)

• If you have an OpenAPI schema, you can import it to automatically fill in the API details.

5. Set Consequential Actions

• Consequential: Decide if this action will affect subsequent actions. If so, activate the ‘Consequential’ toggle.

6. Privacy Policy

• Attach a privacy policy, particularly if your action processes personal data. This is crucial for user trust and legal compliance.

7. Save Your Custom Action

• Review all details for accuracy and completeness. Once verified, click ‘Save’ to finalize the creation of your custom action.

Following these detailed steps will help you create precise and functional custom actions, expanding the capabilities of your GPT model to interact with various services and APIs for a broader range of functionalities.

5 The GPTs Store :

Overview of the GPT Store Launch :

In a groundbreaking move, OpenAI announces the launch of the GPT Store, a dynamic marketplace designed to redefine how we interact with AI. This innovative platform enables creators to share their custom-built GPTs—tailored versions of ChatGPT—crafted for a wide array of purposes.

The GPT Store marks a significant leap forward, broadening the horizons of AI utility and customization for everyday tasks, work, education, or simply for fun.

How the Store Will Operate and Benefit Creators :

The GPT Store will serve as a bustling ecosystem where creators can publish their GPTs and offer them to the public. For creators, this store represents a new realm of possibility—a place to showcase their expertise and innovations while reaching a wider audience.

Creators will benefit from the visibility and user engagement that the store facilitates, enhancing their reputation and opening up potential revenue streams as the platform evolves to support monetization.

GPT Leaderboards and Categories :

To encourage discovery and excellence, the GPT Store will introduce leaderboards and categories, adding a competitive edge to the creation process. These leaderboards will rank GPTs based on their popularity and usage, motivating creators to improve and promote their AI models.

Categories will help users navigate the store, finding the GPTs that best suit their needs—whether that’s for productivity, education, or entertainment. This classification system will not only streamline the user experience but also spotlight the most useful and innovative GPTs, driving traffic to creators’ offerings and fostering a community of excellence.

Read More :

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6 Future of GPTs as AI Agents :

The Concept of GPTs as Agents :

The evolution of GPTs has been positioning them as more than tools,they are becoming “agents” in the realm of AI. This conceptual shift is pivotal; GPTs are not merely passive entities waiting for instructions, but active participants capable of executing tasks with a degree of autonomy and adaptability. As agents, they possess the potential to understand context, make decisions, and interact with users and environments in more complex ways.

Incremental Steps Towards Real-World Task Handling :

The journey towards integrating GPTs as fully functioning agents in everyday life is progressing through incremental steps. These advancements are evident in the way GPTs are being programmed to handle tasks that require a deeper understanding of user intent, the ability to parse through large amounts of information, and the capacity to generate useful and actionable responses.

With each iteration, GPTs are learning to manage more nuanced and specific tasks, moving closer to the goal of being reliable, intelligent agents capable of aiding in a diverse array of real-world scenarios.