CetaraGPT

Vanilla LLM vs. Agentic RAG · gemini-3.1-flash-lite · PFAS-membrane dataset

Ask about PFAS removal.

Every question is answered twice, side by side — once by a vanilla LLM (no tools, no database) and once by the full Agentic RAG from the CetaraGPT manuscript.

Public demo · about 3 queries / minute. Hit the cap?  Use your own Gemini API key ↗ for unmetered access.