title: ÐÐ³ÑÐµÐ³Ð°ÑÐ¾Ñ Ð½Ð¾Ð²Ð¾ÑÑÐµÐ¹ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð½ÐµÐ¹ÑÐ¾ÑÐµÑÐ¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: News aggregator using neural network
Creators: name: Ð¡ÑÑÐ¸ÐºÐ¾Ð²ÑÐºÐ¸Ð¹, Ð¡ÐµÑÐ³ÐµÐ¹
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: Ð½ÐµÐ¹ÑÐ¾ÑÐµÑÑ
Ð°Ð³ÑÐµÐ³Ð°ÑÐ¸Ñ
ÐºÐ¾Ð½ÑÑÐ¾Ð»Ð»ÐµÑ
Java
javaFX
HTTP
JSON
Jsoup
FXML
IntelliJ IDEA
Caffeine
NewsAPI
YandexGPT
neural network
aggregation
controller
JavaFX

description: Ð¢ÐµÐ¼Ð° Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ: Â«ÐÐ³ÑÐµÐ³Ð°ÑÐ¾Ñ Ð½Ð¾Ð²Ð¾ÑÑÐµÐ¹ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð½ÐµÐ¹ÑÐ¾ÑÐµÑÐ¸Â». Ð¦ÐµÐ»ÑÑ ÑÑÐ¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð¾ ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ðµ Ð½Ð°ÑÑÐ¾Ð»ÑÐ½Ð¾Ð³Ð¾ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ñ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾Ð¹ Ð°Ð³ÑÐµÐ³Ð°ÑÐ¸Ð¸ Ð½Ð¾Ð²Ð¾ÑÑÐµÐ¹, Ð¿ÑÐ¸Ð¼ÐµÐ½ÑÑ Ð½ÐµÐ¹ÑÐ¾ÑÐµÑÑ YandexGPT Ð´Ð»Ñ Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ð¸ Ð²ÑÐ¶Ð¸Ð¼Ð¾Ðº ÑÑÐ°ÑÐµÐ¹, Ð¾Ð±ÐµÑÐ¿ÐµÑÐ¸Ð²Ð°Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÑÐ¼ ÐºÑÐ°ÑÐºÑÑ, Ð½Ð¾ ÑÐ¾Ð´ÐµÑÐ¶Ð°ÑÐµÐ»ÑÐ½ÑÑ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ Ð¾ ÑÐµÐºÑÑÐ¸Ñ Ð½Ð¾Ð²Ð¾ÑÑÑÑ. Ð ÑÐ°Ð¼ÐºÐ°Ñ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð¸ ÑÐµÑÐµÐ½Ñ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ Ð·Ð°Ð´Ð°ÑÐ¸: 1. ÐÐ½ÑÐµÐ³ÑÐ°ÑÐ¸Ñ Ñ NewsAPI: â¢ Ð ÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°ÑÑ Ð½Ð°Ð´ÐµÐ¶Ð½Ð¾Ðµ Ð²Ð·Ð°Ð¸Ð¼Ð¾Ð´ÐµÐ¹ÑÑÐ²Ð¸Ðµ Ñ NewsAPI Ð´Ð»Ñ Ð¿Ð¾Ð»ÑÑÐµÐ½Ð¸Ñ ÑÐ²ÐµÐ¶Ð¸Ñ Ð½Ð¾Ð²Ð¾ÑÑÐµÐ¹ Ð¸Ð· ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÑ Ð¸ÑÑÐ¾ÑÐ½Ð¸ÐºÐ¾Ð². â¢ Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐ°ÑÑ ÑÐ¸ÑÑÐµÐ¼Ñ ÐºÐµÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² Ð´Ð»Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð·Ð°Ð¿ÑÐ¾ÑÐ¾Ð² Ðº NewsAPI, Ñ ÑÐµÐ»ÑÑ ÑÐ»ÑÑÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´Ð¸ÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ Ð¸ ÑÐ¾ÐºÑÐ°ÑÐµÐ½Ð¸Ñ Ð²ÑÐµÐ¼ÐµÐ½Ð¸ Ð·Ð°Ð³ÑÑÐ·ÐºÐ¸ Ð´Ð°Ð½Ð½ÑÑ. 2. Ð¡Ð¾Ð·Ð´Ð°Ð½Ð¸Ðµ Ð¸Ð½ÑÑÐ¸ÑÐ¸Ð²Ð½Ð¾ Ð¿Ð¾Ð½ÑÑÐ½ÑÐ¹ Ð¸ ÑÐ´Ð¾Ð±Ð½ÑÐ¹ Ð¸Ð½ÑÐµÑÑÐµÐ¹Ñ Ð´Ð»Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»Ñ 3. ÐÐ½ÐµÐ´ÑÐµÐ½Ð¸Ðµ ÑÑÐ½ÐºÑÐ¸Ð¾Ð½Ð°Ð»Ð° ÑÐ¸Ð»ÑÑÑÐ°ÑÐ¸Ð¸ Ð½Ð¾Ð²Ð¾ÑÑÐµÐ¹, Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÑÑÐ¸Ð¹ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÑÐ¼ Ð²ÑÐ±Ð¸ÑÐ°ÑÑ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ Ð¿Ð¾ ÐºÐ°ÑÐµÐ³Ð¾ÑÐ¸ÑÐ¼. 4. ÐÐ½ÑÐµÐ³ÑÐ°ÑÐ¸Ñ Ñ ÑÐµÑÐ²Ð¸ÑÐ¾Ð¼ YandexGPT Ð´Ð»Ñ ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ñ ÐºÑÐ°ÑÐºÐ¸Ñ Ð²ÑÐ¶Ð¸Ð¼Ð¾Ðº ÑÑÐ°ÑÐµÐ¹. 5. Ð¡Ð¾ÑÑÐ°Ð½ÐµÐ½Ð¸Ðµ Ð¸ÑÑÐ¾ÑÐ¸Ð¸ ÐÐ»Ñ ÑÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¿ÑÐ¾ÐµÐºÑÐ° Ð±ÑÐ»Ð¸ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ñ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¸: ÑÐ·ÑÐº Java, ÑÑÐµÐ¹Ð¼Ð²Ð¾ÑÐº JavaFX, Ð±Ð¸Ð±Ð»Ð¸Ð¾ÑÐµÐºÐ° Ð´Ð»Ñ ÑÐ°Ð±Ð¾ÑÑ Ñ JSON, Jsoup Ð´Ð»Ñ Ð¿Ð°ÑÑÐ¸Ð½Ð³Ð° HTML ÑÑÑÐ°Ð½Ð¸Ñ, Ð±Ð¸Ð±Ð»Ð¸Ð¾ÑÐµÐºÐ° Ð´Ð»Ñ ÐºÐµÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Caffeine, ÑÐ¸ÑÑÐµÐ¼Ð° ÑÐ±Ð¾ÑÐºÐ¸ Gradle, ÑÐ¸ÑÑÐµÐ¼Ð° ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ¸ IntelliJ IDEA. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¸Ñ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð¾ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð¾ Ð½Ð°ÑÑÐ¾Ð»ÑÐ½Ð¾Ðµ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ, ÐºÐ¾ÑÐ¾ÑÐ¾Ðµ Ð°Ð³ÑÐµÐ³Ð¸ÑÑÐµÑ Ð½Ð¾Ð²Ð¾ÑÑÐ¸ Ð¸ Ð²ÑÐ´Ð°ÐµÑ ÐºÑÐ°ÑÐºÑÑ Ð²ÑÐ¶Ð¸Ð¼ÐºÑ Ð½Ð° ÐºÐ°Ð¶Ð´ÑÑ ÑÑÐ°ÑÑÑ. ÐÑÐµ Ð¿Ð¾ÑÑÐ°Ð²Ð»ÐµÐ½Ð½ÑÐµ ÑÐµÐ»Ð¸ Ð±ÑÐ»Ð¸ Ð´Ð¾ÑÑÐ¸Ð³Ð½ÑÑÑ.
description: The topic of the final qualification work: Â«News aggregator using neural networkÂ». The goal of this work was to create a desktop application for efficient news aggregation, applying the YandexGPT neural network to generate article squeezes, providing users with brief but meaningful information about current news. The following tasks were accomplished as part of the work: 1. Integration with NewsAPI: â¢ Implement a robust interaction with NewsAPI to retrieve breaking news from various sources. â¢ Develop a result caching system to optimise queries to NewsAPI to improve performance and reduce data load time. 2. Create an intuitive and user-friendly user interface 3. Implement news filtering functionality, allowing users to select information by category. 4. Integration with the YandexGPT service to create short extracts of articles. 5. History preservation The following technologies were used to implement the project: Java language, JavaFX framework, library for working with JSON, Jsoup for parsing HTML pages, Caffeine caching library, Gradle build system, IntelliJ IDEA development system. As a result of the work, I developed a desktop application that aggregates news and provides a short extract for each article. All the set goals were achieved.