GSI Agent: Domain Knowledge Enhancement for Large Language Models in Green Stormwater Infrastructure
#GSI Agent #large language models #green stormwater infrastructure #domain knowledge #environmental management #sustainability #urban water solutions
📌 Key Takeaways
- GSI Agent enhances LLMs with specialized green stormwater infrastructure knowledge
- It addresses domain-specific gaps in general large language models
- The tool improves accuracy and relevance in environmental management contexts
- It supports better decision-making for sustainable urban water solutions
📖 Full Retelling
arXiv:2603.15643v1 Announce Type: new
Abstract: Green Stormwater Infrastructure (GSI) systems, such as permeable pavement, rain gardens, and bioretention facilities, require continuous inspection and maintenance to ensure long-term performance. However, domain knowledge about GSI is often scattered across municipal manuals, regulatory documents, and inspection forms. As a result, non-expert users and maintenance staff may struggle to obtain reliable and actionable guidance from field observatio
🏷️ Themes
AI Enhancement, Environmental Technology
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Original Source
arXiv:2603.15643v1 Announce Type: new
Abstract: Green Stormwater Infrastructure (GSI) systems, such as permeable pavement, rain gardens, and bioretention facilities, require continuous inspection and maintenance to ensure long-term performance. However, domain knowledge about GSI is often scattered across municipal manuals, regulatory documents, and inspection forms. As a result, non-expert users and maintenance staff may struggle to obtain reliable and actionable guidance from field observatio
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