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metadata
title: Intent Classifier
emoji: 🤖
colorFrom: pink
colorTo: indigo
sdk: gradio
sdk_version: 3.46.0
app_file: app.py
pinned: false
license: apache-2.0
Text Intent Classification
Introduction
This demo is a Text Intent Classification system that uses a machine learning model to classify text into different intents or categories. You can enter a text, and the system will predict its category.
Usage
- Enter a text in the text box.
- Click the "Submit" button to see the predicted intent or category.
Getting Started
Follow these steps to run the demo locally on your machine:
- Clone this repository to your local machine:
git clone https://github.com/yourusername/text-intent-classification-demo.git cd text-intent-classification-demo
- Install the required dependencies listed in the
requirements.txt
file using pip:pip install -r requirements.txt
- Run the
app.py
file using Python:python app.py
This will start the local server for the demo.
Environment
# If you have conda, we recommend creating a conda environment called "intent"
make
conda activate intent
pip install -r requirements.txt
# Otherwise
pip install -r requirements.in
Configuration
Contact
If you have any questions, feedback, or issues, please feel free tocontact us.