StockTalk
An AI-powered KakaoTalk chatbot that predicts daily closing price fluctuations compared to the previous day's closing price using hourly news articles and stock price movements. Implemented with a Python Flask server connected to Kakao i OpenBuilder to analyze user speech intent for more precise operations. Dynamically generates graph images based on AI-generated results and attaches them to custom-designed KakaoTalk messages for seamless user experience.
Duration
2023.09 - 2023.12
Team
4-Person Development
Role & Contribution
Scenario and skill creation in Kakao i OpenBuilder
Implementation of a Flask-based chatbot server and content download server for chatbot communication
Implemented entity recognition and similarity analysis for stock sectors and tickers
Dynamic graph generation and KakaoTalk message design
Crawled over 200
000 stock news articles covering 8 months across all domestic tickers using multithreading