jsonai-validator

jsonai-validator is an NPM package that validates and generates JSON schemas using TypeScript and Zod for type safety, and leverages AI (Groq LLM) for response generation.

Installation

To install the package, run:

npm install jsonai-validator

Usage

Here’s a simple example of how to use jsonai-validator in your project.

import { validateAndGenerateJSON } from 'jsonai-validator';

async function main() {
  const data = "My name is xyz, I am 50 years old and I love coding." ;
  const schema = {
    name: { type: 'string' },
    age: { type: 'number' },
    lovesCoding: { type: 'boolean' }
  };

  try {
    const json = await validateAndGenerateJSON(data, schema);
    console.log('Generated JSON:', json);
  } catch (error) {
    console.error('Error:', error);
  }
}

main();

API

validateAndGenerateJSON(data: any, schema: any): Promise<any>

Validates the input data against the provided schema and generates a JSON response using AI.

** data: The input data to be validated. ** schema: The schema defining the expected types of the input data. ** returns: A promise that resolves to the generated JSON response.

Groq API Configuration

To use the Groq LLM for AI response generation, you need to configure the Groq API. Please refer to the Groq Quickstart Guide and follow the instructions provided to set up your API credentials and configuration.

Parameters

1 data: object - The data to be validated and transformed. 2 schema: object - The schema describing the structure and types of the data. Each key should have a type property which can be string, number, boolean, array, or object.

Example:

import { validateAndGenerateJSON } from 'jsonai-validator';

const data = {
  name: 'John Doe',
  age: 30,
  isActive: true,
  skills: ['JavaScript', 'TypeScript']
};

const schema = {
  name: { type: 'string' },
  age: { type: 'number' },
  isActive: { type: 'boolean' },
  skills: { type: 'array' }
};

validateAndGenerateJSON(data, schema).then(response => {
  console.log('Generated JSON:', response);
}).catch(error => {
  console.error('Validation or AI Error:', error);
});

Development

Setup

Clone the repository:

git clone https://github.com/your-username/jsonai-validator.git
cd jsonai-validator

Install dependencies:

npm install

Build the project:

npm run build

Running Tests

To run tests, use the following command:

npm test

Contributing

Contributions are welcome! If you have any ideas, suggestions, or bug reports, please open an issue or submit a pull request.

License

This project is licensed under the MIT License - see the LICENSE file for details.