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. Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images.

Generative AI 97

Generative AI Artificial Inteligence Advertising Technical Review 97

AWS Machine Learning - AI

APRIL 18, 2024

Generative artificial intelligence (AI) with Amazon Bedrock directly addresses these challenges. Amazon Bedrock empowers teams to generate Terraform and CloudFormation scripts that are custom fitted to organizational needs while seamlessly integrating compliance and security best practices. Access to Amazon Bedrock models.

AWS 98

AWS Lambda Applications Generative AI 98

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. System integration – Agents make API calls to integrated company systems to run specific actions.

Knowledge Base 115

Knowledge Base Insurance Lambda AWS 115

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 92

Generative AI Artificial Inteligence AWS Serverless 92

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

MAY 22, 2024

With the advancement of Generative AI , we can use vision-language models (VLMs) to predict product attributes directly from images. You can use a managed service, such as Amazon Rekognition , to predict product attributes as explained in Automating product description generation with Amazon Bedrock.

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. Every time a new recording is uploaded to this folder, an AWS Lambda Transcribe function is invoked and initiates an Amazon Transcribe job that converts the meeting recording into text.

Artificial Inteligence 99

Artificial Inteligence Meeting Generative AI AWS 99

AWS Machine Learning - AI

FEBRUARY 19, 2024

This architecture includes the following steps: A user interacts with the Streamlit chatbot interface and submits a query in natural language This triggers a Lambda function, which invokes the Knowledge Bases RetrieveAndGenerate API. You will use this Lambda layer code later to create the Lambda function.

Knowledge Base 93

Knowledge Base Artificial Inteligence Applications Lambda 93

AWS Machine Learning - AI

APRIL 8, 2024

We can configure the Settings object as in the following code: Settings.embed_model = LangchainEmbedding(embeddings) Settings.llm = LangChainLLM(llm) By default, VectorStoreIndex uses an in-memory SimpleVectorStore that’s initialized as part of the default storage context. You start by defining your tool from the LangChain agent class.

Artificial Inteligence 95

Artificial Inteligence Applications Knowledge Base AWS 95

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 89

Generative AI eCommerce Lambda AWS 89

AWS Machine Learning - AI

NOVEMBER 22, 2023

Generative AI can automate these tasks through autonomous agents. These agents can perform various tasks and answer questions using location-based services like geocoding available through Amazon Location Service. Upon running the CLI, it will create a geospatial-agent-session-storage folder to store local data.

Generative AI 88

Generative AI Artificial Inteligence AWS Meeting 88

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). After the Amazon Bedrock invocation, Amazon CloudTrail generates a CloudTrail event. steps – The steps requested (for Stability AI models).

Lambda 124

Lambda Generative AI AWS Microservices 124

AWS Machine Learning - AI

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. It means evaluating all aspects of a team’s performance, with a focus on continuous improvement, and it applies just as much to mainframe as it does to distributed and cloud environments—maybe more.

DevOps 84

DevOps Artificial Inteligence Generative AI Enterprise 84

AWS Machine Learning - AI

APRIL 11, 2024

For optimal performance, you should customize the solution to your specific use case and existing IDP pipeline setup. In our solution, when an application wants to perform a semantic search, the search document is first converted into an embedding. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 95

Artificial Inteligence Lambda AWS Machine Learning 95

AWS Machine Learning - AI

DECEMBER 22, 2023

These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos. Despite the great generalization capabilities of these models, there are often use cases where these models have to be adapted to new tasks or domains. on(Select.Record.calls[0].args.args[0]).on_output()

Artificial Inteligence 89

Artificial Inteligence Training Metrics Off-The-Shelf 89

AWS Machine Learning - AI

NOVEMBER 30, 2023

This means you use the same model to generate embeddings of images and text and use those embeddings to calculate how similar the two are. Overview of the solution In the following screenshot, you can see how you can take a mini article, perform a search, and find images that resonate with the article.

AWS 89

AWS Lambda Generative AI Applications 89

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

The speed of innovation is really starting to accelerate,” says Jefferson Frazer, director of edge compute, delivery, and storage at Shutterstock, which is headquartered in the Empire State Building. “If Shutterstock’s current focus, for instance, is generative AI — considered by many to be a bleeding-edge application.

Artificial Inteligence 221

Artificial Inteligence Generative AI Storage AWS 221

AWS Machine Learning - AI

MARCH 19, 2024

Generative language models have proven remarkably skillful at solving logical and analytical natural language processing (NLP) tasks. Furthermore, the use of prompt engineering can notably enhance their performance. For example, chain-of-thought (CoT) is known to improve a model’s capacity for complex multi-step problems.

Performance 97

Performance Lambda Technical Review AWS 97