Pizzaria-ot

PythonTensorFlowFlaskDeep LearningNLP

A deep learning-powered chatbot for pizza ordering. Uses Neural Networks to accurately classify user intent and manage complex order flows via a web interface.

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Project Overview

Pizzaria-ot is a purpose-built conversational AI designed to handle customer orders autonomously. It moves beyond simple keyword matching by using a custom Neural Network to understand context and intent.

Key Capabilities

•Deep Understanding: Uses a Feedforward Neural Network to classify user intents with high accuracy.

•Real-Time Interaction: Served via Flask for sub-50ms response times.

•Dynamic Response: Context-aware dialogue management for a natural ordering experience.

Technical Architecture

•Model: TensorFlow/Keras Dense Network trained on custom intent datasets.

•Backend: Flask API exposing REST endpoints for the web frontend.

•Vectorization: TF-IDF processing for efficient text feature extraction.