AWS Update: Agentic Workflows, Transcribe, Lambda Insights, and More

In the rapidly evolving world of artificial intelligence (AI), agentic workflows are increasingly becoming a pivotal element. These workflows enable intelligent systems to autonomously manage and optimize complex tasks, mimicking human problem-solving capabilities. Recently, a new educational course titled “Serverless Agentic Workflows with Amazon Bedrock” was introduced, developed in collaboration with Dr. Andrew Ng and DeepLearning.AI. This course provides a comprehensive understanding of how to create serverless agents capable of handling multifaceted tasks without the necessity of managing infrastructure.

### Introduction to Serverless Agentic Workflows with Amazon Bedrock

This hands-on course, led by Mike Chambers, offers in-depth training on building serverless agents using Amazon Web Services (AWS) and Amazon Bedrock. The course covers essential aspects of integrating tools, automating workflows, and deploying responsible agents equipped with built-in guardrails. These guardrails ensure that the agents operate within predefined parameters, maintaining control over their actions.

The course is designed to be practical and is complemented with hands-on labs. These labs allow participants to apply their knowledge directly in an AWS environment. The labs are hosted by AWS Partner Vocareum, providing a real-world setting for learners to experiment and refine their skills. For those interested in enrolling, the course is available for free on the DeepLearning.AI course page.

### Recent Developments in the AWS Ecosystem

Beyond the introduction of the new course, AWS has been active with several significant launches that have caught the attention of many in the tech community:

#### Amazon Transcribe Expands Language Support

Amazon Transcribe, a service that converts speech to text, now supports streaming transcription in 30 additional languages. This expansion brings the total number of supported languages to 54, broadening the reach to a global audience. The enhanced language support is particularly beneficial for industries such as contact centers, broadcasting, and e-learning. It facilitates efficient content moderation, boosts agent productivity, and enables automatic subtitling for live events and meetings, thereby improving accessibility.

#### Enhanced Features in AWS Lambda Console

The AWS Lambda console has been upgraded to include key function insights and support for real-time log analytics. It now features an Amazon CloudWatch Metrics Insights dashboard and supports CloudWatch Logs Live Tail. These enhancements provide instant visibility into critical function metrics and real-time log streaming, allowing developers to identify and resolve errors or performance issues swiftly without leaving the console. This streamlines the development and troubleshooting processes for serverless applications, reducing context switching and accelerating workflows.

#### Evaluation of Custom Models in Amazon Bedrock

Amazon Bedrock has introduced a model evaluation feature that supports the evaluation of custom models imported into the platform. This feature enables users to complete the entire cycle of selecting, customizing, and evaluating models before deployment. By selecting a custom model from the list of models to evaluate in the model selector tool, users can create an evaluation job to assess its performance and suitability for their needs.

#### Introduction of Amazon Q in AWS Supply Chain

Amazon Q, an interactive AI assistant, is now available in the AWS Supply Chain. It allows users to analyze supply chain data and gain insights to enhance operational efficiency. By diving into the data, Amazon Q can answer supply chain-related questions, reducing the time spent searching for information and streamlining the decision-making process.

For those interested in keeping up with all AWS announcements, the “What’s New at AWS” page is a valuable resource.

### Additional AWS News and Resources

In addition to the major launches, several other noteworthy developments and resources have emerged from AWS:

#### New Amazon OpenSearch Service YouTube Channel

A new YouTube channel dedicated to the Amazon OpenSearch Service has been launched. It offers bite-sized tutorials, curated content, and organized playlists on topics like log analytics, semantic search, vector databases, and operational best practices. The channel also welcomes feedback to shape future content and influence the OpenSearch Service roadmap.

#### Guide to Deploying Generative AI Applications

A recent blog post provides guidance on deploying generative AI applications with NVIDIA NIM microservices on Amazon Elastic Kubernetes Service (Amazon EKS). The post details the orchestration of pods containing NVIDIA NIM microservices for quick and optimized large-scale language model inference on Amazon EC2 G5 instances. It also covers scaling strategies using custom metrics monitoring through Prometheus and load balancing with an Application Load Balancer.

#### Instant Well-Architected CDK Resources

AWS has introduced Solutions Constructs Factories, which allow users to create well-architected AWS resources such as Amazon S3 buckets and AWS Step Functions state machines with a single function call. These factories handle best practices configuration while allowing customization, simplifying the deployment of supported resources.

### Upcoming AWS Events

AWS continues to host a variety of events catering to different interests in the tech community:

#### AWS GenAI Lofts

AWS GenAI Lofts are events that bring together startups, developers, investors, and industry experts. They offer deep insights and opportunities to engage with generative AI professionals. Scheduled events include sessions in London, Seoul, São Paulo, and Paris.

#### AWS Community Days

Community-led AWS conferences provide technical discussions, workshops, and hands-on labs led by expert AWS users and industry leaders. Upcoming events are planned in Malta, Chile, and Kochi, India.

#### AWS re:Invent 2024

Registration is open for AWS re:Invent 2024, a premier tech event taking place from December 2-6 in Las Vegas. Attendees will have the opportunity to hear from customers and AWS leaders about navigating pressing topics, including generative AI, explore new product launches, and gain behind-the-scenes insights during keynote sessions.

For a complete list of upcoming AWS events, both in-person and virtual, be sure to explore the AWS Events page.

### Conclusion

The recent developments in AWS underline the platform’s commitment to innovation and expanding its capabilities to meet the growing needs of businesses and developers worldwide. From enhancing language support in Amazon Transcribe to introducing new features in AWS Lambda and Amazon Bedrock, AWS continues to lead in providing robust solutions for modern technological challenges. The introduction of educational resources and community events further strengthens its ecosystem, making AWS a pivotal player in the tech landscape. Keep an eye on these exciting advancements, as they hold the potential to transform how businesses operate and innovate.

For more detailed updates, visit the AWS Weekly Roundup series for a quick overview of the latest news and announcements from AWS.
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