language-detector

Detect input text language with confidence scores and batch processing.

86|18|Updated Dec 14, 2025
One-click install
npx skills add https://github.com/dkyazzentwatwa/chatgpt-skills --skill language-detector
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: language-detector
Source: https://github.com/dkyazzentwatwa/chatgpt-skills/tree/main/language-detector
Command: npx skills add https://github.com/dkyazzentwatwa/chatgpt-skills --skill language-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires langdetect, pandas, and includes scripts (resource) components.

What problem does it solve?

This Skill identifies the language of a given piece of text, providing confidence scores and supporting multiple languages and batch processing.

Core Features & Use Cases

  • Language Identification: Accurately detects the language of input text.
  • Confidence Scores: Provides probability estimates for the detected language.
  • Batch Processing: Can analyze multiple texts simultaneously, useful for datasets.
  • Use Case: Automatically tag customer feedback from various sources by language to route it to the appropriate support team.

Quick Start

Use the language detector skill to identify the language of the text "Bonjour le monde".

Frequently Asked Questions about language-detector

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect the language of text for multilingual data analysis?

To detect the language of text for multilingual data analysis, you can use a language detector that identifies the input text using character n-gram analysis and provides alternative language probabilities.

Can I process multiple texts simultaneously for batch language detection?

Yes, batch language detection is supported. You can process multiple texts simultaneously using pandas DataFrames, providing confidence scores for each text to analyze large datasets efficiently.

Does langdetect support confidence scores for over 50 languages?

Yes, langdetect supports language identification for over 50 languages. It calculates probability estimates and alternative language probabilities based on character n-gram analysis.

What is the best way to automatically tag customer feedback by language for content moderation?

The best way to automatically tag customer feedback by language for content moderation is using a language detector to identify text language and route feedback to the appropriate support team.

Why does language detection sometimes return alternative language probabilities?

Language detection returns alternative language probabilities because the underlying character n-gram analysis calculates confidence scores for multiple languages simultaneously, indicating potential ambiguity in the input text.