AWS Public Sector Blog
Tag: HAQM DynamoDB
AWS transforms DC police department’s data processing system by utilizing Spark on Lambda
The Metropolitan Police Department of Washington DC (DC-MPD) is one of the ten largest police agencies in the United States, serving as the primary law enforcement entity for the District of Columbia. Embracing cutting-edge technology provided by AWS, DC-MPD has integrated evidence analysis techniques with state-of-the-art information technology to advance crime-mapping, real-time crime statistics dashboards, and summary statistics for a holistic view of crime dynamics.
Leverage generative AI for biocuration using HAQM Bedrock and HAQM Nova foundation models
Personalized therapy for diseases such as cancer utilizes an individual’s unique genomic profile to guide treatment decisions. However, the effect and clinical significance of most genetic variants are uncertain. Accurate classification of the clinical significance of novel genetic variants requires extensive curation of peer-reviewed biomedical literature. In recent years, generative AI has demonstrated promising results in information extraction and text summarization. In this post, we explore how various AWS-native solutions can be used to create a secure, retrieval-augmented, and cost-effective biomedical chatbot designed to facilitate biocuration.
Well-rounded technical architecture for a RAG implementation on AWS
In the age of generative artificial intelligence (AI), data isn’t just king—it’s the entire kingdom. Our previous blog post, Anduril unleashes the power of RAG with enterprise search chatbot Alfred on AWS, highlighted how Anduril Industries revolutionized enterprise search with Alfred, their innovative chat-based assistant powered by Retrieval-Augmented Generation (RAG) architecture. In this post, we examine the technical intricacies that make this system possible.
Transforming government application systems using intelligent document processing on AWS
Government agencies handle vast volumes of bureaucratic documents daily, ranging from tax forms to medical records. This document-heavy workflow, often reliant on manual processing, can result in delays, errors, and increased operational inefficiencies, causing frustration among both employees and stakeholders. This post explores how intelligent document processing (IDP) solutions from HAQM Web Services (AWS) can modernize bureaucratic workflows, improve efficiency, and enhance service delivery within government agencies.
Building belonging in digital student communities with AI on AWS
In today’s rapidly evolving educational landscape, fostering a sense of belonging and engagement is crucial to student success and retention. An August 2024 report by the Institute for Higher Education Policy found that attending to students’ experience and degree of belonging improves academic performance and retention, especially for first-year students from historically underrepresented groups in […]
Rapidly develop fully functional web applications with AWS App Studio
AWS App Studio is a low-code development platform for users to build, deploy, and manage applications without extensive coding knowledge. It is designed to streamline the application development process, making it more accessible to a wider range of users, including business users, IT professionals, and startups that don’t have large specialized IT teams. This post guides you through the process of creating a user-friendly create, read, update, and delete (CRUD) application to efficiently manage birth certificate applications using AWS App Studio.
The Mercatus Center solves unstructured data challenges using generative AI from AWS
Seeking to make access to economic policy documents easier, the Mercatus Center — a university-based research center affiliated with George Mason University — created a generative artificial intelligence (AI) solution. Mercatus developed a platform, QuantGov, with assistance from HAQM Web Services (AWS) resources, including HAQM Bedrock, AWS Lambda, AWS API Gateway, and AWS RDS. Accessible through an interactive AI assistant, the platform provides scalable, accurate, and no-cost access to a treasure trove of data, helping policymakers craft informed public policy that will positively impact people’s lives.
Streamlining naturalization applications with HAQM Bedrock
Public sector organizations worldwide face a common challenge: processing an ever-growing volume of document-heavy applications across various services. From naturalization procedures to asylum applications and university admissions, many crucial processes still rely on manual or partially manual methods, leading to significant backlogs, extended processing times, and increased costs. This post explores how HAQM Bedrock can be used to address these challenges, focusing on streamlining naturalization applications.
Implementing a unified search platform for educational content on HAQM OpenSearch Service
This post discusses how HAQM Web Services (AWS) can help you set up a unified search platform for educational content using HAQM OpenSearch Service. HAQM OpenSearch Service is a managed service that makes it easy to deploy, operate, and scale OpenSearch clusters in the AWS Cloud. With digital learning becoming increasingly popular, managing a vast amount of educational data can be challenging. A unified search platform enables users to search across multiple indexes at once, providing a centralized view of all available resources.
UNSW students build an all-electric race car with AWS
In 2023, the students from Redback Racing at the University of New South Wales (UNSW) wove together their many disciplines of engineering prowess to create their latest cars: RB23 and RB21-D. After developing and going live with their real-time telemetry system on HAQM Web Services (AWS), the team has placed as the highest-ranking Australian squad in the electric vehicle (EV) division of the Australasia Formula SAE competition, placing second overall. Read this post to learn more.