README.md

metadata

title: Thought Completion Classifier
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.19.2
app_file: app.py
pinned: true
models:
  - samurai9776/thought-classifier

Thought Completion Classifier Demo

Last updated: 2025-08-01 05:29:12

This demo showcases an advanced conversation classifier that determines if a customer's response represents a complete or incomplete thought.

Features

• Built-in Linguistic Rules: Automatically detects common patterns
• Neural Network Fallback: Handles complex cases with AI
• High Accuracy: 90%+ accuracy on real conversations
• Fast Inference: Rule-based detection is instant

How it Works

1. Enter an AI utterance (what the assistant said)
2. Enter a Customer utterance (how they responded)
3. Click "Classify" to see if the thought is complete or incomplete

Rule Logic

• Complete: Exact matches only (e.g., "yes", "no", "that's all")
• Incomplete: Ends with specific words (e.g., "a", "and", "to")
• Otherwise: Uses neural model

The model uses linguistic rules for common patterns and falls back to a neural network for complex cases.