OpenAI’s GPT Builder is a flexible tool that allows users to create tailored versions of Chat GPT, customized to suit specific application requirements. By utilizing the powerful GPT models, GPT Builder fine-tunes the base model with a user-selected dataset, resulting in an AI conversation experience that is finely attuned to the unique needs of each project.

GPTS

Custom GPTs, or Custom Generative Pre-trained Transformers, are tailored versions of ChatGPT created by OpenAI users for specific applications. Currently, the capability to build custom GPTs is accessible exclusively to users with ChatGPT Plus or Enterprise accounts.

Custom GPTs offer three key enhancements compared to the standard ChatGPT:

• Custom Instructions:

ChatGPT is capable of generating a wide range of content in various styles, but sometimes, users may want to control the output more closely. Custom GPTs enable users to provide additional instructions that guide the GPT’s responses and control the type and style of the generated content.

• Extended Knowledge Integration:

Custom GPTs can incorporate extra knowledge beyond what the GPT-4 Turbo model was initially trained on by uploading text documents. This extended knowledge can help improve the accuracy and depth of the GPT’s answers on specific topics or domains.

Custom Actions Integration:

• Actions in custom:

GPTs enable users to incorporate third-party APIs, making them accessible to the GPT. By providing an API endpoint, parameters, and a description of how the model should interact with it, users can extend the GPT’s capabilities and integrate it with external services or data sources.

GPT Builder

• GPT Builder is a no-code tool developed by OpenAI, enabling users to create custom GPTs through an intuitive, user-friendly interface.
• GPT Builder offers users two ways to create custom GPTs: by using a conversational interface where they can interactively provide input, or by manually filling in the required fields and parameters.

• GPT Builder’s user interface features a left-side panel for input and real-time previews and a right-side panel for customizing GPT settings. 
• Users can modify instructions, extend knowledge, and define actions or capabilities to tailor their custom GPTs for specific use cases.

• Abilities: Web browsing, DALL·E Image Generation, Code Interpreter.
• File Knowledge Upload: Users can upload various documentation or code files (e.g., .txt, .json, .pdf, or code files) to extend the knowledge of their custom GPTs.
• Creator Access: The creators of GPT Builder have access to the tools used for building custom GPTs, but they do not have access to the resulting GPTs or any user chats or conversations involving those GPTs. This ensures user privacy and confidentiality.

GPT Store

• GPT Store: The GPT Store is a place where users can publish their custom GPTs and share them with others.
• Earning Potential: Users can earn money based on the usage of their custom GPTs by other users. The more their GPTs are utilized, the more they can earn.

Limit

• File Limit: In GPT Builder, users are currently limited to uploading knowledge from a maximum of 20 files.
• Knowledge Overwriting: Once knowledge has been added to a custom GPT in GPT Builder, it cannot be overwritten or replaced. Users may need to create a new GPT if they want to incorporate different knowledge or change the existing knowledge set.

Example

Let’s consider an example of creating a custom GPT called ‘TranslatorEJ’ using GPT Builder. In this example, the user would follow these steps:

• Step 1:
  • GPT Details: Name, brief description, instructions, conversation starters
  • Logo: Custom or auto-generated with DALL·E
  • Description: Brief overview of GPT’s purpose and capabilities
  • Instructions: Outlines GPT’s behaviors, styles, and functionalities
  • Conversation Starters: Sample prompts to showcase GPT’s capabilities

• Step 2: Extend Knowledge and Configure Features
  • Web Browsing: Enables the GPT to search for information on the internet to answer questions or supplement its knowledge.
  • DALL·E: Adds the capability for the GPT to generate and provide images as answers or as part of its responses.
  • Code Interpreter: Allows the GPT to interpret, execute, and process code snippets or perform data transformations based on user input.
  • Document File Knowledge: When knowledge from uploaded text files is incorporated, the GPT can draw upon that information in its responses. For example, if a file contains the text “Hieu0さんの年齢は24歳です” (Hieu0’s age is 24 years old), the GPT can answer questions about Hieu0’s age correctly.

Hieu0さんの年齢は24歳です。

Hieu1さんの年齢は26歳です。

Hieu2さんの年齢は29歳です。

The uploaded document file contains a math.js code file, and I would like the GPT to help convert this code into a math.rs file, ensuring that the functionality remains consistent during the conversion process.

 const a = 2

 const b = 3

 const sum = (x, y) => x + y

 const total = sum(a, b)

 console.log(total)

• Step 3: Configure Custom Actions for Third-Party API Integration
  • Please specify the sample or data set you want to retrieve. 
  • Configure the full URL, including the protocol and path, for the desired sample data. For example, if you want to fetch data from a public JSON placeholder API, you could use the following URL: ‘https://jsonplaceholder.typicode.com/users’. Replace the ‘https://jsonplaceholder.typicode.com/users’ part with the appropriate URL for your selected sample data.

 {

    “openapi”: “3.1.0”,

    “info”: {

      “title”: “Get user info”,

      “description”: “List user info from jsonplaceholder”,

      “version”: “v1.0.0”

    },

    “servers”: [

      {

        “url”: “https://jsonplaceholder.typicode.com”

      }

    ],

    “paths”: {

      “/users”: {

        “get”: {

          “description”: “Get list user info”,

          “operationId”: “GetListUserInfo”,

          “parameters”: [],

          “deprecated”: false

        }

      }

    },

    “components”: {

      “schemas”: {}

    }

  }

Contains response data from the API

 {

      “id”: 1,

      “name”: “Leanne Graham”,

      “username”: “Bret”,

      “email”: “Sincere@april.biz”,

      “phone”: “1-770-736-8031 x56442”,

      “website”: “hildegard.org”,

  }

You can now request information about captured users.

「Leanne Graham」という名前のユーザーの電子メール アドレスは何ですか? (What is the email address of a user named “Leanne Graham”?)

• Step 4: Click “Save” and select the appropriate public mode.

Conclusion
While ChatGPT is a powerful AI technology, you might require expert guidance and customization to fully leverage its capabilities. Whether you need assistance with implementing AI solutions, handling technical challenges, or optimizing ChatGPT to meet your specific needs, our team is here to help. Please don’t hesitate to reach out to us at https://www.pionero.io/ja/contact/ to discuss any questions, concerns, or requirements you may have regarding ChatGPT or related AI technologies. We’re committed to helping you maximize the benefits of AI in your work and projects.