LLM Project: ChatGPT vs Stockfish Chess Engine (Python Data Science Project)

Hello Everyone, In this video, I walk you through an exciting Data Science Python project where ChatGPT battles Stockfish in a chess game! Using Streamlit, chess, and OpenAI’s GPT-4 API, we create an interactive chess application that showcases how AI can be leveraged for strategic gameplay. Here's what you'll learn: 1. How to configure and use the OpenAI API for generating ChatGPT moves based on the current chessboard state. 2. Stockfish integration using subprocesses to calculate optimal moves. 3. Dynamic chessboard rendering with cairosvg for real-time game visualization. 4. An explanation of key chess concepts like FEN (Forsyth-Edwards Notation) for representing board states and UCI (Universal Chess Interface) for communicating with chess engines. By the end of this video, you'll have a clear understanding of how to build your own AI-powered chess application and the underlying chess mechanics. Don’t forget to like, share, and subscribe if you enjoy this kind of content. Let’s dive into the code! ♟️ SUBSCRIBE, SHARE, LIKE, and COMMENT :) Links: Stockfish: https://stockfishchess.org/download/ GTK: https://www.gtk.org/docs/installations/windows/ ChatGPT: https://openai.com/ Streamlit: https://streamlit.io/ 1-to-1 meeting: https://www.youtube.com/channel/UCDW48YM19iwgdkChPFGz36g/join OR https://cal.com/programming-cradle/30 Telegram: https://t.me/programming_cradle_family Discord: https://discord.gg/EFydz2hRbA Data Science Notes: It will be helpful for you, if you take printout of the notes and add points while watching the Applied AI Course videos. Data Science Notes: https://bit.ly/datasciencenotes or http://ow.ly/Tm7R50EedBh Thanks, Roshan Pandey Timestamp: 0:00 - Intro 0:51 - Chess Concepts 4:56 - Project walk-through 6:49 - Env. Setup 8:36 - Code walk-through You can also connect with me on: LinkedIn : https://linkedin.com/in/roshan-pandey GitHub: https://github.com/roshan-pandey Instagram: https://www.instagram.com/_peoples_channel_/ Stock Video Credits: www.pexels.com #programmingcradle #DataScience #MachineLearning #Chess #AI #Python #Stockfish #ChatGPT #FEN #UCI #Streamlit #OpenAI #ChessAI #Programming