AWS Machine Learning - AI

APRIL 1, 2025

In this post, we show you how to build an Amazon Bedrock agent that uses MCP to access data sources to quickly build generative AI applications. Model Context Protocol Developed by Anthropic as an open protocol, MCP provides a standardized way to connect AI models to virtually any data source or tool.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

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. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely.

Knowledge Base 90

Knowledge Base Lambda Enterprise AWS 90

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 127

Generative AI Artificial Inteligence Virtualization UI/UX 127

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Generative AI technology, such as conversational AI assistants, can potentially solve this problem by allowing members to ask questions in their own words and receive accurate, personalized responses. User authentication and authorization is done using Amazon Cognito.

Generative AI 127

Generative AI Healthcare Artificial Inteligence Insurance 127

AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

Generative AI 123

Generative AI Lambda AWS Technical Review 123

AWS Machine Learning - AI

FEBRUARY 25, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Lambda 63

Lambda Generative AI AWS Software Review 63

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

Generative AI 134

Generative AI Artificial Inteligence AWS Advertising 134

CIO

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. CIOs are also turning to OEMs such as Dell Project Helix or HPE GreenLake for AI, IDC points out.

Generative AI 204

Generative AI Artificial Inteligence Fractional CTO Open Source 204

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

Generative AI 143

Generative AI AWS Artificial Inteligence Software Review 143

AWS Machine Learning - AI

OCTOBER 7, 2024

A generative AI Slack chat assistant can help address these challenges by providing a readily available, intelligent interface for users to interact with and obtain the information they need. The fallback intent is fulfilled with a Lambda function. The assistant responds with “Hello! Ask me a question.”

Generative AI 102

Generative AI Artificial Inteligence AWS Lambda 102

AWS Machine Learning - AI

NOVEMBER 14, 2024

You will extract the key details from the invoices (such as invoice numbers, dates, and amounts) and generate summaries. You can trigger the processing of these invoices using the AWS CLI or automate the process with an Amazon EventBridge rule or AWS Lambda trigger.

Software Review 106

Software Review Technical Review AWS Artificial Inteligence 106

AWS Machine Learning - AI

MARCH 18, 2025

For instance, envision a voice-enabled virtual assistant that not only understands your spoken queries, but also transcribes them into text with remarkable accuracy. This could be done through mobile devices, dedicated recording stations, or during virtual consultations. Choose Test. Choose Test. Run the test event.

Artificial Inteligence 109

Artificial Inteligence Technical Review Healthcare Systems Review 109

AWS Machine Learning - AI

SEPTEMBER 20, 2024

In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

Generative AI 105

Generative AI Lambda Applications AWS 105

AWS Machine Learning - AI

SEPTEMBER 17, 2024

This data is used to enrich the generative AI prompt to deliver more context-specific and accurate responses without continuously retraining the FM, while also improving transparency and minimizing hallucinations. The RAG Retrieval Lambda function stores conversation history for the user interaction in an Amazon DynamoDB table.

Generative AI 91

Generative AI AWS Applications Serverless 91

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The Lambda wrapper function searches for similar questions in OpenSearch Service.

AWS 128

AWS Lambda Performance Artificial Inteligence 128

AWS Machine Learning - AI

OCTOBER 11, 2024

Use case examples You can use this solution for automated event notification, autonomous event acknowledgement, and action triage by setting up a virtual supervisor or operator that follows your organization’s policies. Create an.env file Create an.env file containing the following code under the project root directory.

Cloud 96

Cloud AWS Serverless Lambda 96

AWS Machine Learning - AI

APRIL 22, 2025

A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing. Amazon Transcribe processes the recorded content to generate the final transcripts, which are then indexed and stored in an Amazon Bedrock knowledge base for seamless retrieval.

Media 75

Media Knowledge Base AWS Systems Review 75

AWS Machine Learning - AI

MAY 7, 2024

The prevalence of virtual business meetings in the corporate world, largely accelerated by the COVID-19 pandemic, is here to stay. Based on a survey conducted by American Express in 2023, 41% of business meetings are expected to take place in hybrid or virtual format by 2024.

Artificial Inteligence 129

Artificial Inteligence Meeting AWS Generative AI 129

AWS Machine Learning - AI

NOVEMBER 22, 2023

Generative AI can automate these tasks through autonomous agents. You will also need access to either a local or virtual environment where Docker is installed. Swagata Prateek is a Senior Software Engineer working in Amazon Location Service at Amazon Web Services (AWS) where he focuses on Generative AI and geospatial.

Generative AI 116

Generative AI Artificial Inteligence AWS Meeting 116

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. The schema allows the agent to reason around the function of each API.

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

Artificial Inteligence 133

Artificial Inteligence Lambda Knowledge Base IoT 133

AWS Machine Learning - AI

MARCH 27, 2024

This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. These additional data points can provide deeper insight into the development KPIs, including the DORA metrics, and may be used in future generative AI efforts with Amazon Bedrock.

DevOps 114

DevOps Enterprise Artificial Inteligence Generative AI 114

AWS Machine Learning - AI

JULY 30, 2024

The rise of virtual workplaces has also led to a surge in content captured through recorded meetings, calls, and voicemails. Additionally, contact centers generate a wealth of media content, including support calls, screen-share recordings, and post-call surveys. or “How can I use Generative AI to improve customer experience?”

Media 108

Media Lambda AWS Video 108

AWS Machine Learning - AI

AUGUST 5, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. and the AWS SDK for Python (Boto3).

Knowledge Base 111

Knowledge Base Artificial Inteligence Programming AWS 111

AWS Machine Learning - AI

SEPTEMBER 30, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Software Review 89

AWS Machine Learning - AI

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

Artificial Inteligence 104

Artificial Inteligence Systems Review System Generative AI 104

AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Generative AI 137

Generative AI Artificial Inteligence Security Applications 137

AWS Machine Learning - AI

DECEMBER 26, 2024

The report The economic potential of generative AI: The next productivity frontier , published by McKinsey & Company, estimates that generative AI could add an equivalent of $2.6 This post addresses these cost considerations so you can optimize your generative AI costs in AWS. trillion to $4.4

Generative AI 141

Generative AI AWS Artificial Inteligence Applications 141

AWS Machine Learning - AI

NOVEMBER 26, 2024

As AI technology continues to evolve, the capabilities of generative AI agents continue to expand, offering even more opportunities for you to gain a competitive edge. With Amazon Bedrock, you can build and scale generative AI applications with security, privacy, and responsible AI.

Virtualization 101

Virtualization Lambda AWS Generative AI 101

AWS Machine Learning - AI

NOVEMBER 26, 2024

In the field of generative AI , latency and cost pose significant challenges. Additionally, the growing demand for AI-powered applications has led to a high volume of calls to these LLMs, potentially exceeding budget constraints and creating financial pressures for organizations.

Artificial Inteligence 122

Artificial Inteligence Serverless Lambda Generative AI 122

CIO

OCTOBER 23, 2024

It started, like most enterprise-grade AI projects do, with the data. Maximizing the potential of data According to Deloitte’s Q3 state of generative AI report, 75% of organizations have increased spending on data lifecycle management due to gen AI. That meant that the company had to do some serious infrastructure work.

Infrastructure 204

Infrastructure Artificial Inteligence Data Center Technical Review 204

AWS Machine Learning - AI

APRIL 3, 2025

This post explores how OMRON Europe is using Amazon Web Services (AWS) to build its advanced ODAP and its progress toward harnessing the power of generative AI. Some of these tools included AWS Cloud based solutions, such as AWS Lambda and AWS Step Functions.

AWS 77

AWS Generative AI Artificial Inteligence Data 77

AWS Machine Learning - AI

NOVEMBER 20, 2024

Using generative AI allows businesses to improve accuracy and efficiency in email management and automation. Amazon S3 invokes an AWS Lambda function to synchronize the data source with the knowledge base. The Lambda function starts data ingestion by calling the StartIngestionJob API function.

Knowledge Base 109

Knowledge Base Lambda Artificial Inteligence AWS 109

AWS Machine Learning - AI

APRIL 3, 2025

While drones communicate directly with AWS IoT Core, user-facing applications and automation workflows rely on API Gateway to access structured data and trigger specific actions within the AI Workforce ecosystem. We are also pioneering generative AI with Amazon Bedrock , enhancing our systems intelligence.

Infrastructure 109

Infrastructure AWS IoT Generative AI 109

AWS Machine Learning - AI

NOVEMBER 27, 2024

A state machine in AWS Step Functions defines the workflow of the ingestion process by invoking AWS Lambda functions, as illustrated in the following figure. The end-users access the application, which is hosted on Amazon CloudFront (5). Fetch the state machine ARN from the CloudFormation stack.

Enterprise 103

Enterprise Artificial Inteligence Data Knowledge Base 103

CIO

OCTOBER 24, 2024

Maximizar el potencial de los datos Según el informe Q3 State of Generative AI de Deloitte, el 75% de las organizaciones han aumentado el gasto en la gestión del ciclo de vida de los datos debido a la IA generativa. Eso implicaba que la empresa tenía que hacer un importante trabajo de infraestructura.

Artificial Inteligence 185

Artificial Inteligence ChatGPT AWS Lambda 185