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sdq
AI simulator

AI Lab

Build AI products and watch what really happens: how good the answers are, how fast the first word appears, what each question costs, and whether attacks get through.

  • Answer quality, 0 to 100
  • Time to the first word
  • Cost per question and per day
  • Attacks blocked or let through

Start from a design

Each one runs as it is and has something worth fixing. Change it, run it again, and compare.

  • A simple chatbot

    One app server and one hosted model. The place to start.

    Open in the simulator
  • A docs assistant (RAG)

    Answers questions about your own documents, with retrieval.

    Open in the simulator
  • An agent

    Works through multi-step tasks over several model calls.

    Open in the simulator
  • Your own GPUs

    A model on GPUs you rent by the month, instead of an API.

    Open in the simulator
  • Production-ready

    Guardrails, an answer cache, retrieval, a reranker and a router to two models.

    Open in the simulator