AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. Review and approve these if you’re comfortable with the permissions. Technical Info: Provide part specifications, features, and explain component functions.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

JANUARY 22, 2025

Keystroke logging produces a dataset that can be programmatically parsed, making it possible to review the activity in these sessions for anomalies, quickly and at scale. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 111

Generative AI Video Analysis Technical Review 111

Apiumhub

DECEMBER 9, 2024

This article will explore the technical details and steps to configure and use Azure Key Vault Secrets with Azure Synapse Analytics. We may also review security advantages, key use instances, and high-quality practices to comply with. Give each secret a clear name, as youll use these names to reference them in Synapse.

Azure 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. For example, if your dataset includes product descriptions, customer reviews, and technical specifications, you can use relevance tuning to boost the importance of certain fields.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

AWS Machine Learning - AI

MARCH 20, 2025

Generative AI-powered agents for automated workflows Amazon Bedrock in SageMaker Unified Studio allows you to create and deploy generative AI agents that integrate with organizational applications, databases, and third-party systems, enabling natural language interactions across the entire technology stack. List recent customer interactions.

Generative AI 116

Generative AI Systems Review System Lambda 116

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. References: What is Intelligent Document Processing (IDP)? To address these challenges, a U.S.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

AWS Machine Learning - AI

JUNE 5, 2024

The accuracy of Skyflow’s technical content is paramount to earning and keeping customer trust. Although new features were released every other week, documentation for the features took an average of 3 weeks to complete, including drafting, review, and publication. The following diagram illustrates their content creation workflow.

Technical Review 126

Technical Review Artificial Inteligence Generative AI Systems Review 126

Apiumhub

SEPTEMBER 27, 2023

This is the second post in a two-part series exploring the world of Serverless and Edge Runtime. In the previous post, we got familiar with serverless; the main focus of this post will be the Edge Runtime, where it can be useful, and what its caveats are. Edge, the Location: the concept of running servers closer to our users.

Serverless 100

Serverless Software Review Lambda AWS 100

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. Review and prepare the dataset. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 9, 2025

Its essential for admins to periodically review these metrics to understand how users are engaging with Amazon Q Business and identify potential areas of improvement. Refer to Monitoring Amazon Q Business and Q Apps for more details. These logs are then queryable using Amazon Athena.

Weak Development Team 89

Weak Development Team Metrics AWS Systems Review 89

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers.

Serverless 179

Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

NOVEMBER 22, 2023

We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. LLM processing – With the enriched context, the prompt is fed to the LLM, which, due to the inclusion of pertinent external data, produces relevant and precise outputs. An OpenSearch Serverless collection.

Artificial Inteligence 124

Artificial Inteligence Serverless Engineering Machine Learning 124

AWS Machine Learning - AI

APRIL 22, 2025

Some of the challenges in capturing and accessing event knowledge include: Knowledge from events and workshops is often lost due to inadequate capture methods, with traditional note-taking being incomplete and subjective. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 82

Media Knowledge Base AWS Systems Review 82

AWS Machine Learning - AI

OCTOBER 1, 2024

At Amazon and AWS, we are always finding innovative ways to build inclusive technology. Chatbots are no longer a niche technology. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. All the services that we use are serverless and fully managed by AWS.

Serverless 91

Serverless Artificial Inteligence AWS Software Review 91

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. Together, we are poised to transform the landscape of AI-driven technology and create unprecedented value for our clients.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

Xebia

MAY 21, 2024

For customers to take advantage of this, meet the demands of modern technology, and maintain a competitive edge in the market, the need to modernize IT infrastructure and applications is paramount. This, of course, takes into consideration the organization’s strategy, business and technical goals, security, and compliance requirements.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Refer to Configure Amazon SNS to send messages for alerts to other destinations for more information.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

JANUARY 22, 2025

Users can review different types of events such as security, connectivity, system, and management, each categorized by specific criteria like threat protection, LAN monitoring, and firmware updates. Daniels dedication to his field is evident in his continuous exploration of new technologies and techniques. He completed an M.Sc.

Network 111

Network Artificial Inteligence Machine Learning Serverless 111

AWS Machine Learning - AI

APRIL 30, 2025

Similarly, when an incident occurs in IT, the responding team must provide a precise, documented history for future reference and troubleshooting. With advancement in AI technology, the time is right to address such complexities with large language models (LLMs).

Artificial Inteligence 57

Artificial Inteligence Technical Review Software Review Generative AI 57

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 137

Generative AI Artificial Inteligence Systems Review Software Review 137

AWS Machine Learning - AI

JANUARY 29, 2025

An operating model defines the organizational design, core processes, technologies, roles and responsibilities, governance structures, and financial models that drive a businesss operations. For a comprehensive read about vector store and embeddings, you can refer to The role of vector databases in generative AI applications.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

Stackery

MARCH 1, 2020

Last week, I joined an awesome lineup of speakers and serverless users in Tennessee for the inaugural ServerlessDays Nashville conference. Whether you help architect serverless applications at work or you’re just getting started in the community, chances are you’ve caught wind of a ServerlessDays event. This is what I shared.

Serverless 59

Serverless Technical Review Software Review AWS 59

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Technical components and evaluation criteria In this section, we discuss the key technical components and evaluation criteria for the components involved in building the solution.

Artificial Inteligence 131

Artificial Inteligence Technical Review Development Team Review Software Review 131

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. The Sensor Evaluation and Training Centre for West Africa (Afri-SET) , aims to use technology to address these challenges. As always, AWS welcomes your feedback.

Generative AI 131

Generative AI Artificial Inteligence Technical Review AWS 131

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. Review the summary page, select the Data source and choose Sync.

Knowledge Base 131

Knowledge Base Artificial Inteligence AWS Serverless 131

AWS Machine Learning - AI

AUGUST 28, 2024

GitHub helps developers host and manage Git repositories, collaborate on code, track issues, and automate workflows through features such as pull requests, code reviews, and continuous integration and deployment (CI/CD) pipelines. Two of the repositories are private and are only accessible to the members of the review team.

Generative AI 126

Generative AI Software Review Cloud AWS 126

O'Reilly Media - Ideas

APRIL 13, 2023

Each shift presented new challenges and opportunities, shaping the way we interact with technology. Serverless APIs are the culmination of the cloud commoditizing the old hardware-based paradigm. .” — Joel Spolsky This iconic Joel Spolsky quote is a testament to his deep understanding of the technology industry and its market dynamics.

Technical Review 145

Technical Review Authentication Storage Serverless 145

CIO

NOVEMBER 2, 2023

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023. 1 barrier to moving forward in the cloud.

Strategy 211

Strategy Cloud Data Center Budget 211

AWS Machine Learning - AI

JANUARY 29, 2025

DeepSeek AI , a research company focused on advancing AI technology, has emerged as a significant contributor to this ecosystem. Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. Review the model response and metrics provided.

Generative AI 118

Generative AI Artificial Inteligence AWS Technical Review 118

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Knowledge Bases for Amazon Bedrock Knowledge Bases for Amazon Bedrock is a serverless option to build powerful conversational AI systems using RAG. For more information, refer to Model access.

Knowledge Base 133

Knowledge Base Artificial Inteligence Applications Lambda 133

Gorilla Logic

SEPTEMBER 5, 2019

In this Fn Project tutorial, you will learn the basic features of Fn Project by creating a serverless cloud and installing it on your own infrastructure. This will illustrate some of the most useful concepts of Fn Project and help you get familiarized with this lightweight and simple serverless platform. . What is Serverless? .

Serverless 12

Serverless Cloud Software Review Azure 12

Xebia

JULY 20, 2023

The inaugural Wasm I/O conference was hosted in Barcelona, it has become significant enough for the Cloud Native Computing Foundation to dedicate a day to it at CloudNativeCon , and Docker has released their second technical preview for the holy union of containers and Wasm. What Does Serverless Wasm Look Like?

Serverless 100

Serverless Software Review Technical Review Systems Review 100

CircleCI

MAY 27, 2022

To keep ahead of the curve, many organizations are looking at how to evolve their technical processes to accelerate their IT infrastructure development. Two of the most widely-used technologies to host these deployments are serverless functions and containers. What is serverless? How are serverless and containers similar?

Serverless 52

Serverless Applications Technical Review Microservices 52

AWS Machine Learning - AI

JULY 1, 2024

In this post, we demonstrate how you can build chatbots with QnAIntent that connects to a knowledge base in Amazon Bedrock (powered by Amazon OpenSearch Serverless as a vector database ) and build rich, self-service, conversational experiences for your customers. For more information, refer to Create a knowledge base. Choose Next.

Knowledge Base 126

Knowledge Base Artificial Inteligence Generative AI AWS 126

AWS Machine Learning - AI

JUNE 18, 2024

Despite the availability of technology that can digitize and automate document workflows through intelligent automation, businesses still mostly rely on labor-intensive manual document processing. At the same time, the solution must provide data security, such as PII and SOC compliance. These samples demonstrate using various LLMs.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121