AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Lambda : to run the backend code, which encompasses the generative logic.

Artificial Inteligence 128

Artificial Inteligence Generative AI Lambda Healthcare 128

AWS Machine Learning - AI

FEBRUARY 6, 2024

Accenture built a regulatory document authoring solution using automated generative AI that enables researchers and testers to produce CTDs efficiently. By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format.

Generative AI 127

Generative AI AWS Lambda Technical Review 127

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. and calculating a brand safety score.

Generative AI 134

Generative AI Artificial Inteligence AWS Advertising 134

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

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale.

Generative AI 122

Generative AI Artificial Inteligence AWS Government 122

AWS Machine Learning - AI

MARCH 18, 2025

Text processing and contextualization The transcribed text is then fed into an LLM trained on various healthcare datasets, including medical literature, clinical guidelines, and deidentified patient records. They provide feedback, make necessary modifications, and enforce compliance with relevant guidelines and best practices.

Artificial Inteligence 109

Artificial Inteligence Technical Review Healthcare Systems Review 109

AWS Machine Learning - AI

JULY 11, 2024

In this blog post, we explore how Agents for Amazon Bedrock can be used to generate customized, organization standards-compliant IaC scripts directly from uploaded architecture diagrams. This will help accelerate deployments, reduce errors, and ensure adherence to security guidelines.

Software Review 134

Software Review Infrastructure Lambda Generative AI 134

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. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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Generative AI AWS Artificial Inteligence Software Review 143

AWS Machine Learning - AI

APRIL 18, 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, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AWS 127

AWS Applications Lambda Knowledge Base 127

AWS Machine Learning - AI

OCTOBER 24, 2024

Amazon Bedrock Agents helps you accelerate generative AI application development by orchestrating multistep tasks. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers. Create and associate an action group with an API schema and a Lambda function.

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Generative AI Artificial Inteligence Applications Knowledge Base 94

AWS Machine Learning - AI

NOVEMBER 24, 2023

This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.

eCommerce 115

eCommerce Generative AI Lambda AWS 115

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

OCTOBER 11, 2024

An action group is defined and attached to OpsAgent, allowing it to solve more complex problems by orchestrating the work of AI endpoints and taking actions such as creating tickets without human supervisions. See the sample escalation policy in the GitHub repo (between escalation_runbook tags).

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Cloud AWS Serverless Policies 96

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 agent’s instructions are descriptive guidelines outlining the agent’s intended actions.

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

OCTOBER 15, 2024

In this blog post, we will harness the power of generative AI and Amazon Bedrock to help organizations simplify, accelerate, and scale migration assessments. RAG combines information retrieval with generative capabilities to enhance contextual relevance and reduce hallucinations. Access to Amazon Bedrock models.

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Lambda Knowledge Base AWS Generative AI 92

Altexsoft

OCTOBER 26, 2023

AI coding tools utilize deep learning models trained on extensive datasets of source code, often derived from open-source projects. Generative AI is, in turn, a subset of deep learning. If you want more details, read our article about generative AI models or watch a video, explaining their value to business.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

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.

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Artificial Inteligence Systems Review System Generative AI 104

AWS Machine Learning - AI

NOVEMBER 20, 2024

By embedding advanced AI into their cloud-native platform, Mark43 enables officers to receive instant answers to natural language queries and automated case report summaries, reducing administrative time from minutes to seconds. Mark43 is committed to the responsible use of AI. Ritesh Shah is a Senior Generative AI Specialist at AWS.

Generative AI 107

Generative AI Applications Artificial Inteligence AWS 107

AWS Machine Learning - AI

NOVEMBER 27, 2024

This approach can accelerate development, reduce errors, and adhere to security guidelines. The Amazon Bedrock agent forwards the details to an action group that invokes a Lambda function. An AWS account with appropriate IAM permissions to create agents and knowledge bases in Amazon Bedrock, Lambda functions, and IAM roles.

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Software Review Lambda Artificial Inteligence Generative AI 104

AWS Machine Learning - AI

OCTOBER 25, 2024

This approach is both architecturally and organizationally scalable, enabling Planview to rapidly develop and deploy new AI skills to meet the evolving needs of their customers. This post focuses primarily on the first challenge: routing tasks and managing multiple agents in a generative AI architecture.

Project Management 116

Project Management Scalability Artificial Inteligence Generative AI 116

AWS Machine Learning - AI

APRIL 24, 2025

Recent advances in generative AI have led to the rapid evolution of natural language to SQL (NL2SQL) technology, which uses pre-trained large language models (LLMs) and natural language to generate database queries in the moment. The final result is obtained by running the preceding pipeline on Lambda.

Artificial Inteligence 99

Artificial Inteligence Enterprise Generative AI Technical Review 99

Perficient

MARCH 19, 2025

You are tasked with creating an AWS Lambda function in Python to ingest this file and insert the data into a MongoDB. Guidelines for the use of GenAI Data Privacy and Security Avoid Sharing Sensitive Data : Never input Personally Identifiable Information (PII), Payment Card Information (PCI), or any other sensitive data into GenAI tools.

Software Review 52

Software Review Software Development Systems Review Software 52