Demystifying AI: How RAG boosts efficiency in state and local government departments

This article discusses how Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) can boost efficiency in state and local government departments. It explains how these AI technologies work together to retrieve relevant information and generate accurate, up-to-date responses.

Specifically, the article covers:

• An overview of RAG and LLMs, and why they are relevant for government agencies
• How LLMs act as a vast knowledge base, while RAG continuously updates the LLM with the latest information
• Benefits of using RAG-enhanced LLMs in government, such as providing accurate responses, creating informed policies, and improving public communications
• Examples of using RAG+LLMs to streamline permit approvals and improve public information services
• Recommendations for state and local governments to assess current systems, run pilot projects, train staff, and engage with citizens when adopting these AI technologies