SAFe Portal Development

• Use crewAI (opens in a new tab) for agents (personas for SAFe roles)

• Use MUI Toolpad (opens in a new tab) for
  • Navigation
  • Layout
  • Authentication
  • Page container

• Use RAG with Vercel AI SDK (opens in a new tab) as an example for
  • Information retrieval and addition through tool calls (using the streamText function)
  • Real-time streaming of model responses to the frontend (using the useChat hook)
  • Vector embedding storage with DrizzleORM and PostgreSQL

• Study Vercel AI SDK (opens in a new tab) for possible implementation

  • AI SDK Core (opens in a new tab): A unified API for generating text, structured objects, and tool calls with LLMs.
  • AI SDK UI (opens in a new tab): A set of framework-agnostic hooks for quickly building chat and generative user interface.
  • AI SDK RSC (opens in a new tab): A library to stream generative user interfaces with React Server Components (RSC).
  • AI SDK Providers (opens in a new tab) (multiple models)
    • Groq (opens in a new tab)

• Consider Vercel's templates (opens in a new tab)

  • For AI (opens in a new tab)
    • Next.js AI Chatbot (opens in a new tab) (for chatting with personas?)
    • Dynamic Model Usage with AI SDK (opens in a new tab) (for manual switching between different models? what about MoA?)
  • By usecase
  • By database
  • By authentication
  • By analytics

What about these tools? Should I consider those? Or at least study more to explore?