cohere-ai

What is cohere-ai?

The cohere-ai npm package provides access to Cohere's natural language processing (NLP) models, enabling developers to integrate advanced language understanding and generation capabilities into their applications. This includes functionalities such as text generation, text classification, and language detection.

What are cohere-ai's main functionalities?

Text Generation

This feature allows you to generate text based on a given prompt. The code sample initializes the cohere-ai package, sets the API key, and generates text using the 'large' model with a prompt 'Once upon a time'.

const cohere = require('cohere-ai');
cohere.init('YOUR_API_KEY');

async function generateText() {
  const response = await cohere.generate({
    model: 'large',
    prompt: 'Once upon a time',
    max_tokens: 50
  });
  console.log(response.body.generations[0].text);
}
generateText();

Text Classification

This feature allows you to classify text into predefined categories. The code sample initializes the cohere-ai package, sets the API key, and classifies the given inputs using the 'large' model.

const cohere = require('cohere-ai');
cohere.init('YOUR_API_KEY');

async function classifyText() {
  const response = await cohere.classify({
    model: 'large',
    inputs: ['I love programming', 'I hate bugs']
  });
  console.log(response.body.classifications);
}
classifyText();

Language Detection

This feature allows you to detect the language of given texts. The code sample initializes the cohere-ai package, sets the API key, and detects the languages of the provided texts.

const cohere = require('cohere-ai');
cohere.init('YOUR_API_KEY');

async function detectLanguage() {
  const response = await cohere.detectLanguage({
    texts: ['Hello, how are you?', 'Bonjour, comment ça va?']
  });
  console.log(response.body.results);
}
detectLanguage();

Other packages similar to cohere-ai

openai

The openai npm package provides access to OpenAI's GPT-3 models, which offer similar functionalities such as text generation, text classification, and more. OpenAI's models are known for their high quality and versatility, making them a strong alternative to Cohere's offerings.

huggingface

The huggingface npm package provides access to Hugging Face's Transformers library, which includes a wide range of pre-trained models for tasks like text generation, classification, and language translation. Hugging Face is known for its extensive model repository and active community support.

wit

The wit npm package provides access to Wit.ai's natural language processing capabilities, including intent recognition and entity extraction. Wit.ai is particularly strong in building conversational interfaces and is backed by Facebook.

README

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