What is multi-model AI?
Multi-model AI sends a single prompt to several language models simultaneously. Instead of relying on one perspective, you receive independent analyses from models with different architectures and training. LLM Consulate orchestrates these requests concurrently and presents both individual responses and a unified answer.
What is consensus generation?
Consensus generation is the process of synthesizing multiple model responses into one authoritative answer. After each model responds independently, a synthesis engine identifies agreement, resolves disagreements, and produces a final response that reflects the strongest reasoning across all participants. This reduces single-model bias and surfaces nuance when models diverge.
How LLM Consulate works
LLM Consulate offers two modes. In Direct Chat, you converse with a single open-source model through NVIDIA Inference APIs. In Consulate Mode, you select multiple models, submit one prompt, and watch each model respond in parallel. A synthesis step then generates the consensus answer. All orchestration runs on a dedicated FastAPI backend with async streaming — no third-party AI frameworks.