2024 Accountability APIs Examples 
AWS Machine Learning
MARCH 1, 2024
For example, consider the following query: What is the cost of the book " " on ? For example, if you have want to build a chatbot for an ecommerce website to handle customer queries such as the return policy or details of the product, using hybrid search will be most suitable.
AWS Machine Learning
APRIL 29, 2024
To build a production-grade AI system today (for example, to do multilingual sentiment analysis of customer support conversations), what are the primary technical challenges? This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons. The following figure illustrates this workflow.
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AWS Machine Learning
MAY 10, 2024
Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker and Amazon Simple Storage Service (Amazon S3) access. For Model name , enter a name (for example, MyModel ). For Endpoint name , enter a name (for example, My-Falcon-Endpoint ). Choose New model. Choose Create.
AWS Machine Learning
APRIL 30, 2024
As of April 30, 2024 Amazon Q Business is generally available. The sample use case in this post uses an IAM Identity Center account instance with its identity source configured as Okta, which is used as the IdP. There are two types of IAM Identity Center instances: an organization instance and an account instance.
AWS Machine Learning
MAY 17, 2024
Compliance frameworks like General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA), Health Insurance Portability and Accountability Act (HIPAA), and Payment Card Industry Data Security Standard (PCI DSS) are supported to make sure data handling, storing, and process meet stringent security standards.
AWS Machine Learning
APRIL 22, 2024
It provides examples of use cases and best practices for using generative AI’s potential to accelerate sustainability and ESG initiatives, as well as insights into the main operational challenges of generative AI for sustainability. Figure 1 illustrates selected examples of use cases of generative AI for sustainability across the value chain.
AWS Machine Learning
MAY 2, 2024
We published a follow-up post on January 31, 2024, and provided code examples using AWS SDKs and LangChain, showcasing a Streamlit semantic search app. For example, in a recommendation system for a large ecommerce platform, a modest increase in recommendation accuracy could translate into significant additional revenue.
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