Infer

A powerful, type-safe SDK for ML inference operations.

Installation

npm install infer

Quick Start

import Infer from 'infer';

const infer = new Infer({ apiKey: 'your-api-key' });

const result = await infer.zeroShot.classify(
"I love this product!",
['positive', 'negative']
);

Features

• 🚀 Zero-shot classification
• 💪 Full TypeScript support
• 🔒 Built-in error handling
• ⚡️ Modern ESM and CommonJS support

Documentation

• API Reference
• Error Handling
• Examples

API Reference

Configuration

const infer = new Infer({
apiKey: 'your-api-key',
baseUrl?: 'https://custom-endpoint.com' // Optional
});

Zero-Shot Classification

// Basic usage
const result = await infer.zeroShot.classify(
text: string,
labels: string[]
);
// With options
const result = await infer.zeroShot.classify(
text: string,
labels: string[],
options: ZeroShotOptions
);

Error Handling

import { UnauthorizedError, RateLimitError } from 'infer';
try {
const result = await infer.zeroShot.classify(text, labels);
} catch (error) {
if (error instanceof UnauthorizedError) {
// Handle authentication error
} else if (error instanceof RateLimitError) {
// Handle rate limiting
}
}

Error Types

| Error Class | Description | HTTP Status | |-------------|-------------|-------------| | UnauthorizedError | Invalid API key | 401 | | RateLimitError | Too many requests | 429 | | InferError | Generic error | Various |

TypeScript Support

Full type definitions included:

import type { ZeroShotResponse, ZeroShotOptions } from 'infer';

const options: ZeroShotOptions = {
multiLabel: true,
};

License

MIT