🚀 Live AI Demo - Hackathon Edition

Real-time sentiment analysis • Free HuggingFace models • Sub-second responses

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Active Users

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AI Analyses

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Last Response

Real-Time AI Analysis

Analysis happens automatically as you type (with 1s delay)

Quick Tests:

Start typing to see real-time AI analysis

Live Features Demo

Real-Time Chat

Users can post messages and get instant AI analysis

Free AI Models

HuggingFace models with no quota limits

Ultra-Fast Analysis

Sub-second response times with smart fallbacks

Live Moderation

Automatic toxicity detection for content moderation

Technical Implementation

AI Models Used:

  • • cardiffnlp/twitter-roberta-base-sentiment-latest
  • • unitary/toxic-bert-base-uncased
  • • facebook/bart-large-cnn (summarization)
  • • Ultra-fast regex fallback for instant responses

Performance Features:

  • • Real-time analysis as users type
  • • Smart caching and fallback systems
  • • No API quotas or rate limits
  • • Sub-second response times