In collaboration with GGGI and other international partners, the GGKP is embedding AI tools across its knowledge-management infrastructure. Combining a trained open-weight and open-source large language model with a standardized circular economy knowledge taxonomy and a network of thousands of green and circular economy experts.

This GGKP Knowledge Brokerage API service, which is now also accessible to GGKP Knowledge Partners, delivers tailored access to knowledge products matched to each end-user’s needs.

The initiative showcases three things:

1. The GGKP API as a single interface for federated knowledge access;
2. A scalable model for integrating partners’ knowledge products across organizations; and
3. How AI-powered semantic search makes green growth knowledge more accessible, connected, and actionable.

The pilot curated over 200,000 resources with contextualized, user-relevant results, demonstrating a working proof-of-concept for collaborative knowledge sharing in the green transition.