Arrays-AI: Utilizing AI for Data Analysis in JavaScript
Alfredo Aguiar Arce
Posted on May 25, 2023
The "arrays-ai" library is here to revolutionize JavaScript array manipulation using the power of artificial intelligence. With Arrays-AI, you can effortlessly perform operations like filtering, aggregation, sorting, and element removal on arrays of objects, all through natural language commands. The library leverages the OpenAI API to process these commands and apply the corresponding operations to your array.
Installation is a breeze. Simply use npm to install the library:
npm install arrays-ai
Alternatively, you can download the source code directly from the GitHub repository and incorporate it into your project.
To get started, import the library into your project:
import { ArraysAi } from 'arrays-ai';
const arraysai = new ArraysAi();
Configure Arrays-AI with your OpenAI API key:
arraysai.Configure({ apiKey: 'YOUR_API_KEY' });
Next, set the array data that you want to manipulate:
const myArray = [collection_1, collection_2, ...];
arraysai.SetData(myArray);
By default, the library responds in English. However, you can set the language to Spanish or other supported languages using:
arraysai.SetLanguage(Languages.SPANISH);
Now comes the exciting part—manipulating your array using natural language queries. For example, you can ask how many records have a null age in the first array:
arraysai.Ask("How many records have a null age in the first array?", true)
.then(answer => {
console.log(answer); // There are two records in the first array that have a null age.
});
The "Ask()" function employs OpenAI's artificial intelligence to interpret your query and perform the corresponding manipulation on the array. You can choose to receive a verbose response that includes the original question and answer for better understanding.
Arrays-AI also supports TypeScript and provides type checking at compile time for seamless integration into your projects.
If you're interested in contributing to the project, you can report bugs, suggest improvements, or propose new features through GitHub issues or pull requests.
Arrays-AI is released under the MIT license, so feel free to explore, use, and contribute. If you find the project useful, consider showing your support by making a donation via PayPal.
Let's unleash the power of artificial intelligence for JavaScript array manipulation with Arrays-AI!
Posted on May 25, 2023
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