AWS Machine Learning

NOVEMBER 7, 2023

Instead of relying solely on their pre-trained knowledge, RAG allows models to pull data from documents, databases, and more. Harnessing the generative capabilities of foundational models, this tool creates convincing and compliant pharmaceutical advertisements, ensuring content adheres to industry standards and regulations.

Enterprise 97

Enterprise APIs Engineering Accountability 97

AWS Machine Learning

NOVEMBER 22, 2022

They need to translate and localize content such as marketing materials, product content assets, operational manuals, and legal documents. Using Amazon API Gateway , these features are exposed as one simple /translate API. Therefore, another API /customterm is exposed. API Gateway validates the API key.

APIs 71

APIs Enterprise Accountability industry standards 71

AWS Machine Learning

AUGUST 26, 2022

Organizations in the lending and mortgage industry process thousands of documents on a daily basis. From a new mortgage application to mortgage refinance, these business processes involve hundreds of documents per application. This initiates a document classification process to categorize the documents into known categories.

APIs 88

APIs Banking Accountability Analytics 88

AWS Machine Learning

JANUARY 26, 2024

In addition to awareness, your teams should take action to account for generative AI in governance, assurance, and compliance validation practices. You should begin by extending your existing security, assurance, compliance, and development programs to account for generative AI.

Best practices 125

Best practices Government Engineering Accountability 125

AWS Machine Learning

NOVEMBER 16, 2023

Reproducibility and traceability must be enabled automatically by the end-to-end data processing pipelines, where many mandatory documentation artifacts, such as data lineage reports and model cards, can be prepared automatically. These reports document the versioning of datasets, models, and code.

Healthcare 91

Healthcare Government Engineering APIs 91

AWS Machine Learning

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

APIs 107

APIs Enterprise Scripts Accountability 107

AWS Machine Learning

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.

Scripts 100

Scripts Best practices Engineering Accountability 100