• Arivoli Tirouvingadame, Jayaradha Natarajan, Sadhana Arivoli, Aradhana Arivoli

Leading Chess Grand Masters prepare for their Chess matches by working with a team of other top Chess Grand Masters. A team collects and studies all the past games of each opponent from the Chess database. Match preparation requires advanced opponent-specific personalized training plans.

NextMOVE is an effort to build a Personalized Chess Training Assistant. For opponent-specific preparation, their past games can be uploaded to this Assistant. Next moves for each board position can be predicted based on each player’s style and tendencies.

• Python
• OpenAI
• MongoDB Atlas Search
• LangChain
• LLM
• Streamlit

Image courtesy: https://www.mongodb.com/library/ai-resource/building-ai-retrieval-augmented-generation

!NextMOVE_screenshot_1](https://github.com/datariders/projects/blob/main/NextMOVE/docs/NextMOVE_screenshot_1.png?raw=true "NextMOVE_screenshot_1")