How to Categorize Text Content With Custom Classes Using JavaScript?

Get Access to Eden AI API

1. Sign up: You first need to sign up on Eden AI and obtain your API key. This key will give you access to a wide range of AI services including Custom Text Classification.

2. Access Text Processing: Once logged in, head to the Text section of the platform to access the available tools.

3. Choose Custom Text Classification: Click on the Custom Text Classification feature.

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Install Required Python Module

To make HTTP requests, make sure you have the requests library installed:

    pip install requests
  

Prepare the Code

‍Here’s a complete Python example using Eden AI’s /text/custom_classification endpoint:

import requests

headers = {
    "Authorization": "Bearer YOUR_API_KEY"
}

url = "https://api.edenai.run/v2/text/custom_classification"
payload = {
    "providers": "openai",
    "labels": ['spam', 'not spam'],
    "texts": [
        "Confirm your email address",
        "hey i need u to send some $"
    ],
    "examples": [
        ["I need help please wire me $1000 right now", "spam"],
        ["Dermatologists dont like her!", "spam"],
        ["Pre-read for tomorrow", "not spam"],
        ["Your parcel will be delivered today", "not spam"]
    ]
}

response = requests.post(url, json=payload, headers=headers)
result = response.json()
print(result)

Example Output

Here’s an example of what the API might return:

{
  "openai": {
    "items": [
      {
        "label": "not spam",
        "confidence": 0.93
      },
      {
        "label": "spam",
        "confidence": 0.89
      }
    ],
    "status": "success"
  }
}

Save time and cost

We offer a unified API for all providers: simple and standard to use, with a quick switch between providers and an access to the specific features of each provider.

Easy to integrate

Eden AI ensures a unified JSON output format across all providers through its standardization efforts. The response elements are also harmonized using Eden AI’s advanced matching algorithms.

Customization

Eden AI allows you to integrate a third-party platform, with the ability to quickly develop connectors. This enables you to take your Document Translation requests further by customizing them with specific parameters, check out our documentation.

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