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Monday, December 23, 2024

AWS Weekly Roundup: Agentic workflows, Amazon Transcribe, AWS Lambda insights, and extra (October 21, 2024)


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Agentic workflows are shortly turning into a cornerstone of AI innovation, enabling clever techniques to autonomously deal with and refine advanced duties in a means that mirrors human problem-solving. Final week, we launched Serverless Agentic Workflows with Amazon Bedrock, a brand new brief course developed in collaboration with Dr. Andrew Ng and DeepLearning.AI.

Serverless Agentic Workflows with Amazon Bedrock

This hands-on course, taught by my colleague Mike Chambers, teaches methods to construct serverless brokers that may deal with advanced duties with out the trouble of managing infrastructure. You’ll study all the things it’s essential to find out about integrating instruments, automating workflows, and deploying accountable brokers with built-in guardrails on Amazon Net Providers (AWS) with Amazon Bedrock. The hands-on labs supplied with the course allow you to apply your data immediately in an AWS atmosphere, hosted by AWS Accomplice Vocareum. Discover extra info and enroll totally free on the DeepLearning.AI course web page.

Now, let’s flip our consideration to different thrilling information within the AWS universe from final week.

Final week’s launches
Listed here are some launches that received my consideration:

Amazon Transcribe now helps streaming transcription in 30 further languagesAmazon Transcribe has expanded its assist to incorporate 30 further languages, bringing the entire variety of supported languages to 54. This enhancement helps you attain a broader international viewers and improves accessibility throughout numerous industries, together with contact facilities, broadcasting, and e-learning. The expanded language assist permits for extra environment friendly content material moderation, improved agent productiveness, and automated subtitling for reside occasions and conferences.

AWS Lambda console now surfaces key perform insights and helps real-time log analytics – The AWS Lambda console now incorporates a built-in Amazon CloudWatch Metrics Insights dashboard and helps CloudWatch Logs Reside Tail, offering immediate visibility into crucial perform metrics and real-time log streaming. Now you can determine and troubleshoot errors or efficiency points to your Lambda capabilities with out leaving the console, in addition to view and analyze logs in actual time as they turn into obtainable. You may cut back context switching and speed up the event and troubleshooting processes for serverless functions. Try the launch publish for extra particulars.

Amazon Bedrock Mannequin Analysis now helps evaluating customized mannequin import fashions – Now you can consider customized fashions you’ve imported to Amazon Bedrock utilizing the mannequin analysis characteristic. This lets you full the complete cycle of choosing, customizing, and evaluating fashions earlier than deploying them. To guage an imported mannequin, choose the customized mannequin from the listing of fashions to guage within the mannequin selector software when creating an analysis job.

Amazon Q in AWS Provide Chain – Now you can use Amazon Q, an interactive AI assistant, to investigate your provide chain knowledge in AWS Provide Chain and get insights to function your provide chain extra effectively. Amazon Q can reply your provide chain questions by diving into your knowledge. This reduces the time spent trying to find info and streamlines discovering solutions to enhance your provide chain operations.

For a full listing of AWS bulletins, you’ll want to keep watch over the What’s New at AWS web page.

Different AWS information
Listed here are some further information objects and posts that you just may discover attention-grabbing:

New Amazon OpenSearch Service YouTube channel – The channel provides bite-sized tutorials, curated content material, and arranged playlists on subjects resembling log analytics, semantic search, vector databases, and operational greatest practices. You may as well present suggestions to affect future channel content material and the OpenSearch Service roadmap. Try the launch publish for extra particulars and subscribe to the Amazon OpenSearch Service YouTube channel.

Deploying Generative AI Purposes with NVIDIA NIM Microservices on Amazon Elastic Kubernetes Service (Amazon EKS) – This publish reveals you methods to use Amazon EKS to orchestrate the deployment of pods containing NVIDIA NIM microservices, to allow quick-to-setup and optimized large-scale giant language mannequin (LLM) inference on Amazon EC2 G5 cases. It additionally demonstrates methods to scale (each pod and cluster) by monitoring for customized metrics by Prometheus, and how one can load stability utilizing an Software Load Balancer.

Immediate Properly-Architected CDK Assets with Options Constructs Factories – Now you can create well-architected AWS assets resembling Amazon Easy Storage Service (Amazon S3) buckets and AWS Step Capabilities state machines with a single perform name utilizing the brand new AWS Options Constructs Factories. These factories deal with all one of the best practices configuration for you whereas nonetheless permitting customization. Attempt utilizing a Constructs manufacturing unit the following time it’s essential to deploy one of many supported assets.

Upcoming AWS occasions
Verify your calendars and join these AWS occasions:

AWS GenAI LoftsAWS GenAI LoftsAWS GenAI Lofts are about extra than simply the tech, they bring about collectively startups, builders, buyers, and trade consultants. Whether or not you’re seeking to acquire deep insights, or get your questions answered by generative AI professionals, our GenAI Lofts have you ever coated and supply all the things it’s essential to begin constructing your subsequent innovation. Be a part of occasions in London (by October 25), Seoul (October 30–November 6), São Paulo (by November 20), and Paris (by November 25).

AWS Community DaysAWS Neighborhood Days – Be a part of community-led conferences that characteristic technical discussions, workshops, and hands-on labs led by professional AWS customers and trade leaders from around the globe: Malta (November 8), Chile (November 9), and Kochi, India (December 14).

AWS re:Invent 2024AWS re:InventRegistration is now open for the annual tech extravaganza, happening December 2–6 in Las Vegas. At re:Invent 2024, you’ll get a entrance row seat to listen to actual tales from clients and AWS leaders about navigating urgent subjects, resembling generative AI. Find out about new product launches, watch demos, and get behind-the-scenes insights throughout 5 headline-making keynotes.

You may browse all upcoming in-person and digital occasions.

That’s all for this week. Verify again subsequent Monday for one more Weekly Roundup!

— Antje

This publish is a part of our Weekly Roundup collection. Verify again every week for a fast roundup of attention-grabbing information and bulletins from AWS!

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