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Sunday, November 24, 2024

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


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Agentic workflows are rapidly turning into a cornerstone of AI innovation, enabling clever methods to autonomously deal with and refine complicated duties in a method 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 easy methods to construct serverless brokers that may deal with complicated duties with out the effort of managing infrastructure. You’ll study every little thing it’s essential to find out about integrating instruments, automating workflows, and deploying accountable brokers with built-in guardrails on Amazon Internet Providers (AWS) with Amazon Bedrock. The hands-on labs supplied with the course allow you to apply your information immediately in an AWS surroundings, hosted by AWS Associate Vocareum. Discover extra data and enroll free of charge 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 acquired my consideration:

Amazon Transcribe now helps streaming transcription in 30 extra languages – Amazon Transcribe has expanded its help to incorporate 30 extra 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 help 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 encompasses a built-in Amazon CloudWatch Metrics Insights dashboard and helps CloudWatch Logs Stay Tail, offering on the spot visibility into essential perform metrics and real-time log streaming. Now you can establish and troubleshoot errors or efficiency points on your Lambda capabilities with out leaving the console, in addition to view and analyze logs in actual time as they develop into out there. You possibly can 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 record of fashions to judge 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 research your provide chain information 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 information. This reduces the time spent looking for data and streamlines discovering solutions to enhance your provide chain operations.

For a full record of AWS bulletins, remember to keep watch over the What’s New at AWS web page.

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

New Amazon OpenSearch Service YouTube channel – The channel affords bite-sized tutorials, curated content material, and arranged playlists on matters akin to 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 easy methods to use Amazon EKS to orchestrate the deployment of pods containing NVIDIA NIM microservices, to allow quick-to-setup and optimized large-scale massive language mannequin (LLM) inference on Amazon EC2 G5 situations. It additionally demonstrates easy methods to scale (each pod and cluster) by monitoring for customized metrics via Prometheus, and how one can load steadiness utilizing an Software Load Balancer.

Immediate Nicely-Architected CDK Sources with Options Constructs Factories – Now you can create well-architected AWS sources akin to 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 facility the subsequent time it’s essential to deploy one of many supported sources.

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

AWS GenAI LoftsAWS GenAI Lofts – AWS GenAI Lofts are about extra than simply the tech, they bring about collectively startups, builders, traders, and business consultants. Whether or not you’re seeking to acquire deep insights, or get your questions answered by generative AI execs, our GenAI Lofts have you ever coated and supply every little thing it’s essential to begin constructing your subsequent innovation. Be a part of occasions in London (via October 25), Seoul (October 30–November 6), São Paulo (via November 20), and Paris (via 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 skilled AWS customers and business leaders from around the globe: Malta (November 8), Chile (November 9), and Kochi, India (December 14).

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

You possibly can browse all upcoming in-person and digital occasions.

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

— Antje

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

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