Weatherise

What it is

A weather-intelligence pipeline built at the Vietnam AI Open Hackathon (NVIDIA / OpenACC). REST data sources and NVIDIA Earth-2 surrogate models feed a multi-agent chain running on Nemotron Ultra, with a Qdrant vector database supporting retrieval-augmented generation over the ingested data.

How it works

Multi-agent routing chain over surrogate models with vector retrieval

Ingestion combines REST meteorological sources with NVIDIA Earth-2 surrogate models, with an MCP service as part of the pipeline. Retrieved context is held in a Qdrant vector database and supplied to a multi-agent routing chain on Nemotron Ultra, which composes the response. Built and demonstrated across the three days of the hackathon, where the team was selected as one of ten from roughly a hundred registrants to compete.

MCP integration

The pipeline includes an MCP service alongside its REST and Earth-2 ingestion.