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 94

Generative AI Lambda AWS Technical Review 94

AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. We end with lessons learned. Watch this presentation to learn how you can start your project with JumpStart.

Generative AI 96

Generative AI Artificial Inteligence Advertising Technical Review 96

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 96

Generative AI Artificial Inteligence Virtualization UI/UX 96

AWS Machine Learning - AI

APRIL 8, 2024

When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. One popular approach is using Retrieval Augmented Generation (RAG) to create Q&A systems that comprehend complex information and provide natural responses to queries.

Artificial Inteligence 95

Artificial Inteligence Applications Knowledge Base AWS 95

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

Artificial Inteligence 100

Artificial Inteligence Generative AI Systems Review Software Review 100

Perficient

FEBRUARY 13, 2024

Databricks is a cloud-based data processing and data warehousing platform that has gained immense popularity in recent years. It was developed by the creators of Apache Spark, an open-source big data processing framework. When combined with Databricks, Dolly unlocks a whole new level of data analytics potential.

Artificial Inteligence 52

Artificial Inteligence Analytics Machine Learning Testing 52

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses.

Knowledge Base 94

Knowledge Base Artificial Inteligence Applications Lambda 94

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.

Knowledge Base 116

Knowledge Base Insurance Lambda AWS 116

AWS Machine Learning - AI

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. One of the main advantages of high-quality product descriptions is the improvement in searchability.

Fashion 91

Fashion Artificial Inteligence Generative AI AWS 91

AWS Machine Learning - AI

MAY 7, 2024

If you prefer to generate post call recording summaries with Amazon Bedrock rather than Amazon SageMaker, checkout this Bedrock sample solution. The service allows for simple audio data ingestion, easy-to-read transcript creation, and accuracy improvement through custom vocabularies.

Artificial Inteligence 100

Artificial Inteligence Meeting Generative AI AWS 100

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.

Generative AI 90

Generative AI eCommerce Lambda AWS 90

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 99

AWS Lambda Applications Generative AI 99

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 103

Artificial Inteligence Lambda Generative AI Knowledge Base 103

AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). To learn more about PrivateLink, see Use AWS PrivateLink to set up private access to Amazon Bedrock. steps – The steps requested (for Stability AI models).

Lambda 125

Lambda Generative AI AWS Microservices 125

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 87

Generative AI Artificial Inteligence AWS Serverless 87

AWS Machine Learning - AI

NOVEMBER 22, 2023

Today, geospatial workflows typically consist of loading data, transforming it, and then producing visual insights like maps, text, or charts. Generative AI can automate these tasks through autonomous agents. The overarching concept was straightforward: think like a geospatial data scientist. file in the project.

Generative AI 89

Generative AI Artificial Inteligence AWS Meeting 89

AWS Machine Learning - AI

MARCH 27, 2024

The data community aims to adopt the rigorous engineering principles commonly used in software development into their own practices, which includes systematic approaches to design, development, testing, and maintenance. This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise.

DevOps 84

DevOps Artificial Inteligence Generative AI Enterprise 84

AWS Machine Learning - AI

APRIL 11, 2024

We use the following key components: Embeddings – Embeddings are numerical representations of real-world objects that machine learning (ML) and AI systems use to understand complex knowledge domains like humans do. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 96

Artificial Inteligence Lambda AWS Machine Learning 96

AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

Artificial Inteligence 97

Artificial Inteligence Analytics Knowledge Base Lambda 97

AWS Machine Learning - AI

NOVEMBER 30, 2023

Machine learning techniques can help you discover such images. “ The previous post discussed how you can use Amazon machine learning (ML) services to help you find the best images to be placed along an article or TV synopsis without typing in keywords. This latest Amazon Titan model can accept text, images, or both.

AWS 89

AWS Lambda Generative AI Applications 89

AWS Machine Learning - AI

DECEMBER 22, 2023

summarization_dataset = dolly_dataset.filter(lambda example: example["category"] == "summarization") summarization_dataset = summarization_dataset.remove_columns("category") # We split the dataset into two where test data is used to evaluate at the end. on(Select.Record.calls[0].args.args[0]).on_output() args.args[0]).on_output()

Artificial Inteligence 90

Artificial Inteligence Training Metrics Off-The-Shelf 90

Altexsoft

OCTOBER 26, 2023

Natural language processing (NLP) is a branch of AI that provides machines with the capability to comprehend human language. It harnesses linguistic principles, statistics, and machine learning algorithms to interpret spoken or written language, going beyond literal interpretations to capture context nuances.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

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.

Generative AI 123

Generative AI AWS Artificial Inteligence Software Review 123

CIO

MARCH 6, 2023

When you store and deliver data at Shutterstock’s scale, the flexibility and elasticity of the cloud is a huge win, freeing you from the burden of costly, high-maintenance data centers. Then coupling with AWS’ strong authentication mechanisms, we can say with certainty that we have security and restrictions around who can access data.”

Artificial Inteligence 153

Artificial Inteligence Generative AI Storage AWS 153

AWS Machine Learning - AI

MARCH 19, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. The GSM8K train set comprises 7,473 records.

Performance 98

Performance Lambda Technical Review AWS 98