An innovative homelessness detection application featuring AI commentary, real-time analysis, and a probability of homelessness 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.

• AI Commentary: Real-time AI-generated insights on potential homelessness situations.
• Live Analysis: Up-to-the-second analysis of video feeds for signs of homelessness.
• Homelessness Probability Over Time: Visual representation of the likelihood of homelessness in the observed area over time.

• 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.

npm install

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

• GROQ_API_KEY=your-groq-api-key

• OPENAI_API_KEY=your-openai-api-key

npm run dev

You can access the project at localhost:3001