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Comparing Serverless Architecture Providers: AWS, Azure, Google, IBM, and other FaaS vendors

Altexsoft

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. AWS Lambda.

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Incorporate offline and online human – machine workflows into your generative AI applications on AWS

AWS Machine Learning - AI

We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. The following diagram illustrates the solution architecture and workflow. Pre-annotation Lambda function The process starts with an AWS Lambda function. Here, we use the on-demand option.

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Serverless Architecture and Cloud-Native App Development

RapidValue

Serverless architecture is another buzzword to hit the cloud-native space, but what is it, is it worthwhile and how can it work for you? Serverless architecture is on the rise and is rapidly gaining acceptance. What is Serverless Architecture? The adoption of serverless architecture is growing rapidly.

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AI-powered assistants for investment research with multi-modal data: An application of Agents for Amazon Bedrock

AWS Machine Learning - AI

In this post, an AI-powered assistant for investment research can use both structured and unstructured data for providing context to the LLM using a Retrieval Augmented Generation (RAG) architecture, as illustrated in the following diagram. The following diagram illustrates the technical architecture.

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ChatGPT, the rise of generative AI

CIO

Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). GPT stands for generative pre-trained transformer.

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Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless

Confluent

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

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Can VPC Lattice replace AWS Transit Gateway?

Xebia

AWS Transit Gateway was first introduced at re:Invent 2018 and offers a managed service to inter-connect VPCs. A target group can refer to Instances, IP addresses, a Lambda function or an Application Load Balancer. In a well-architected microservice architecture, there is a good chance this is true. The answer is: maybe.

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