DEV Community

Cover image for Generate GraphQL queries from simple text prompts!
George Bardi
George Bardi

Posted on • Edited on

Generate GraphQL queries from simple text prompts!

Repo Link Github
GraphQL Explorer: Link

Auto-Generated UI by v0

What is GraphQL Explorer?
GraphQL Explorer is a user-friendly tool that simplifies the interaction with GraphQL APIs. It leverages the power of the ChatGPT API and the Vercel AI SDK to transform natural language prompts into GraphQL queries. Whether you’re new to GraphQL or an experienced developer, this tool can save you time and effort in crafting complex queries.

How it Works
The core workflow of GraphQL Explorer is straightforward:

User Input: You provide a text prompt or query in a user-friendly form, making it easy for developers and non-developers alike to interact with GraphQL APIs.
Prompt Construction: The system constructs a query prompt based on the user’s input, ensuring that the generated query aligns with the intended action.
Integration with ChatGPT API: The generated query prompt is sent to the ChatGPT API, which is a language model designed to understand and generate human-like text responses. ChatGPT processes the prompt and translates it into a valid GraphQL query, thanks to its natural language understanding capabilities.
Vercel Edge Functions for Real-time Communication: The AI-generated response is then streamed back to the application’s user interface. This real-time response is made possible through Vercel Edge Functions, a serverless and scalable computing environment that handles real-time data streaming between the user interface and the ChatGPT API. This ensures that users can receive prompt responses quickly, enhancing the user experience.
In summary, ChatGPT’s natural language understanding and generation capabilities, combined with Vercel Edge Functions for real-time communication, make GraphQL Explorer accessible and efficient, simplifying the process of crafting GraphQL queries.

Example Case
To give you a better understanding of how GraphQL Explorer can be used, let’s walk through an example case.

GraphQL Endpoint
In our example, we’ll use the SWAPI (Star Wars API) GraphQL Endpoint, which is available at https://swapi-graphql.netlify.app/.netlify/functions/index.

Question
Imagine you want to retrieve the titles of all the films available in the SWAPI GraphQL API. With GraphQL Explorer, you can simply input this question as a natural language prompt, and it will generate the GraphQL query for you.

Getting Started
If you’re eager to try out GraphQL Explorer for yourself, follow these steps to get started:

Clone the Repository: Start by cloning the GraphQL Explorer repository to your local machine. You can find the repository on GitHub at https://github.com/geobde/graphqlexplorer.

Create an OpenAI Account: To use the ChatGPT API, you’ll need an OpenAI account. Head to OpenAI and create an account if you haven’t already. You’ll also need to obtain an API key.

Store Your API Key: For security, it’s essential to store your API key in an environment variable. Create a file named .env in the project directory and store your API key there.

Run the Application: You’re almost there! Now, open your terminal, navigate to the project directory, and run the application with the following command npm run dev
The application will be available at http://localhost:3000.

Conclusion
GraphQL Explorer is a powerful tool that simplifies the interaction with GraphQL APIs. Whether you’re a developer looking to expedite query generation or a non-developer who wants to interact with GraphQL in a user-friendly way, this tool has you covered. Give it a try, and you’ll be amazed at how easy it is to work with GraphQL.

Feel free to contribute to the project, report issues, or suggest improvements. The GitHub repository for GraphQL Explorer is available at https://github.com/geobde/graphqlexplorer.

Happy querying!

Top comments (0)