Welcome to the AI Toolkit NLP API documentation page! Here, you will find detailed information about our Natural Language Processing (NLP) API, which allows you to integrate advanced language processing capabilities into your applications.

Overview

The AI Toolkit NLP API provides a suite of powerful tools for analyzing, understanding, and generating natural language. Whether you need to perform sentiment analysis, extract entities, or generate summaries, our API has you covered.

Features

  • Sentiment Analysis: Determine the sentiment of a given text, whether it's positive, negative, or neutral.
  • Entity Recognition: Identify and extract key entities from text, such as people, places, organizations, and more.
  • Text Classification: Categorize text into predefined categories based on its content.
  • Summarization: Generate concise summaries of longer texts.

Getting Started

To get started with the AI Toolkit NLP API, you'll need to sign up for an account and obtain an API key. Once you have your key, you can begin making requests to the API.

For detailed instructions on how to sign up and get started, please visit our Getting Started Guide.

Usage Examples

Here are some examples of how you can use the AI Toolkit NLP API in your applications:

Sentiment Analysis

import requests

api_key = 'YOUR_API_KEY'
url = 'https://api.ai-toolkit.com/v1/sentiment'
data = {
    'text': 'I love AI Toolkit!',
    'api_key': api_key
}

response = requests.post(url, json=data)
print(response.json())

Entity Recognition

import requests

api_key = 'YOUR_API_KEY'
url = 'https://api.ai-toolkit.com/v1/entrecog'
data = {
    'text': 'Apple Inc. is an American multinational technology company.',
    'api_key': api_key
}

response = requests.post(url, json=data)
print(response.json())

Text Classification

import requests

api_key = 'YOUR_API_KEY'
url = 'https://api.ai-toolkit.com/v1/classify'
data = {
    'text': 'This is a great product!',
    'api_key': api_key
}

response = requests.post(url, json=data)
print(response.json())

Summarization

import requests

api_key = 'YOUR_API_KEY'
url = 'https://api.ai-toolkit.com/v1/summarize'
data = {
    'text': 'The AI Toolkit NLP API provides a suite of powerful tools for analyzing, understanding, and generating natural language.',
    'api_key': api_key
}

response = requests.post(url, json=data)
print(response.json())

Learn More

For more information about the AI Toolkit NLP API, please visit our API Reference.

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