Інформаційна технологія створення чат-бота для розміщення об'яв для товарів та послуг

Abstract

The development of information technology and software for creating a chatbot for placing ads for goods and services is considered. An intelligent processor for a chatbot based on a convolutional neural network was developed, the LeNet 5 convolutional neural network architecture was chosen, a database scheme and basic algorithms for the operation of a chatbot for placing information about goods and services were developed. The software is developed in Python in the Visual Studio Code environment using the Aiogram library. The Keras library was used to create a convolutional neural network, and SQLite was used to create a database. The developed chatbot based on LeNet-5 has a 6.2% higher reliability of issuing correct answers compared to a similar chatbot based on ResNet50 (87.5%).