AWS Machine Learning Blog
Category: Messaging
Achieve multi-Region resiliency for your conversational AI chatbots with HAQM Lex
Global Resiliency is a new HAQM Lex capability that enables near real-time replication of your HAQM Lex V2 bots in a second AWS Region. When you activate this feature, all resources, versions, and aliases associated after activation will be synchronized across the chosen Regions. With Global Resiliency, the replicated bot resources and aliases in the […]
Create a next generation chat assistant with HAQM Bedrock, HAQM Connect, HAQM Lex, LangChain, and WhatsApp
In this post, we demonstrate how to deploy a contextual AI assistant. We build a solution which provides users with a familiar and convenient interface using HAQM Bedrock Knowledge Bases, HAQM Lex, and HAQM Connect, with WhatsApp as the channel.
Elevate customer experience through an intelligent email automation solution using HAQM Bedrock
In this post, we show you how to use HAQM Bedrock to automate email responses to customer queries. With our solution, you can identify the intent of customer emails and send an automated response if the intent matches your existing knowledge base or data sources. If the intent doesn’t have a match, the email goes to the support team for a manual response.
Build your multilingual personal calendar assistant with HAQM Bedrock and AWS Step Functions
This post shows you how to apply AWS services such as HAQM Bedrock, AWS Step Functions, and HAQM Simple Email Service (HAQM SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. It understands the incoming messages, translates them to the preferred language, and automatically sets up calendar reminders.
Enhance code review and approval efficiency with generative AI using HAQM Bedrock
In the world of software development, code review and approval are important processes for ensuring the quality, security, and functionality of the software being developed. However, managers tasked with overseeing these critical processes often face numerous challenges, such as the following: Lack of technical expertise – Managers may not have an in-depth technical understanding of […]
Enhance HAQM Connect and Lex with generative AI capabilities
Effective self-service options are becoming increasingly critical for contact centers, but implementing them well presents unique challenges. HAQM Lex provides your HAQM Connect contact center with chatbot functionalities such as automatic speech recognition (ASR) and natural language understanding (NLU) capabilities through voice and text channels. The bot takes natural language speech or text input, recognizes […]
Reinventing a cloud-native federated learning architecture on AWS
In this blog, you will learn to build a cloud-native FL architecture on AWS. By using infrastructure as code (IaC) tools on AWS, you can deploy FL architectures with ease. Also, a cloud-native architecture takes full advantage of a variety of AWS services with proven security and operational excellence, thereby simplifying the development of FL.
Reduce call hold time and improve customer experience with self-service virtual agents using HAQM Connect and HAQM Lex
This post was co-written with Tony Momenpour and Drew Clark from KYTC. Government departments and businesses operate contact centers to connect with their communities, enabling citizens and customers to call to make appointments, request services, and sometimes just ask a question. When there are more calls than agents can answer, callers get placed on hold […]
Build a predictive maintenance solution with HAQM Kinesis, AWS Glue, and HAQM SageMaker
Organizations are increasingly building and using machine learning (ML)-powered solutions for a variety of use cases and problems, including predictive maintenance of machine parts, product recommendations based on customer preferences, credit profiling, content moderation, fraud detection, and more. In many of these scenarios, the effectiveness and benefits derived from these ML-powered solutions can be further […]
Build a virtual credit approval agent with HAQM Lex, HAQM Textract, and HAQM Connect
Banking and financial institutions review thousands of credit applications per week. The credit approval process requires financial organizations to invest time and resources in reviewing documents like W2s, bank statements, and utility bills. The overall experience can be costly for the organization. At the same time, organizations have to consider borrowers, who are waiting for […]