Real-time NBA Analytics App

An innovative NBA analytics application featuring AI commentary, live score tracking, and a (very unscientific) win probability over time. Built with Next.js, it utilizes SingleStore for real-time data analytics and the LLaVa 1.5 multimodal model hosted on Groq for millisecond latency inference.

Features

• AI Commentary: Real-time AI-generated insights on games and player performances.
• Live Score Tracking: Up-to-the-second scores and stats from ongoing NBA games.
• Win Probability Over Time: Visual representation of each team's chance to win as the game progresses.

Prerequisites

• Node.js: Version 14 or higher.
• npm or Yarn: For dependency management.
• SingleStore Account: For real-time analytics.
• Groq API Key: Access to the LLaVa 1.5 model.
• OpenAI API Key: For additional AI functionalities.

Installation

npm install

SingleStore Connection Details

• DATABASE_HOST=your-singlestore-host
• DATABASE_USERNAME=your-singlestore-username
• DATABASE_PASSWORD=your-singlestore-password
• DATABASE_NAME=your-singlestore-database-name

Groq API Key

• GROQ_API_KEY=your-groq-api-key

OpenAI API Key

• OPENAI_API_KEY=your-openai-api-key

Running the project

npm run dev

You can access the project at localhost:3001